From 126e2a50951fafee9a3354a835694087820af7af Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Fri, 21 Jun 2024 10:07:01 +0200 Subject: [PATCH 01/64] trigger --- Chapter 11 - Linear Transformation.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Chapter 11 - Linear Transformation.ipynb b/Chapter 11 - Linear Transformation.ipynb index 402404a..7f2777f 100644 --- a/Chapter 11 - Linear Transformation.ipynb +++ b/Chapter 11 - Linear Transformation.ipynb @@ -50,9 +50,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We need one tool for illustrating the idea of linear transformation.\n", + "We need one tool for illustrating linear transformation.\n", "\n", - "We want to plot any line in vector space by an equation: $p = p_0+tv$. We need to know vector $p_0$ and $v$ to plot the line. \n", + "We want to plot any line in vector space by an equation: $p = p_0+tv $. We need to know vector $p_0$ and $v$ to plot the line. \n", "\n", "For instance, $p_0 = (2, 6)$, $v=(5, 3)$ and $p = (x, y)$, subsitute them into our equation\n", "$$\n", From 4b8ebd712fe4f86cc292519c719b9de06d79e9ae Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Fri, 21 Jun 2024 21:06:20 +0200 Subject: [PATCH 02/64] change to master --- .github/workflows/main.yml | 63 -------------------------------------- 1 file changed, 63 deletions(-) delete mode 100644 .github/workflows/main.yml diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml deleted file mode 100644 index 728c2c0..0000000 --- a/.github/workflows/main.yml +++ /dev/null @@ -1,63 +0,0 @@ -name: Convert and Publish Notebooks - -on: - push: - branches: - - main - -jobs: - convert-and-publish: - runs-on: ubuntu-latest - - steps: - - name: Checkout Repository - uses: actions/checkout@v4.1.7 - - - name: Set up Python - uses: actions/setup-python@v5.1.0 - with: - python-version: '3.12' - - - name: Install Poetry - run: | - curl -sSL https://install.python-poetry.org | python3 - - echo 'export PATH="$HOME/.local/bin:$PATH"' >> $GITHUB_ENV - export PATH="$HOME/.local/bin:$PATH" - - - name: Install Dependencies - run: | - poetry install - - - name: Convert Notebooks to QMD - run: | - mkdir -p qmd - for notebook in $(find . -name "*.ipynb"); do - poetry run jupyter nbconvert --to markdown --output-dir=qmd "$notebook" - done - - - name: Create Index File - run: | - echo "# Index" > qmd/index.qmd - for file in $(ls qmd/*.md); do - title=$(basename "$file" .md) - echo "- [$title](./$title.html)" >> qmd/index.qmd - done - - - name: Render QMD Files - run: | - mkdir -p rendered - for qmd in $(find qmd -name "*.qmd"); do - poetry run quarto render "$qmd" --to html --output-dir rendered - done - - - name: Move rendered files to docs - run: | - rm -rf ./docs - mv ./rendered ./docs - echo "" > ./docs/.nojekyll - - - name: Push changes - uses: ad-m/github-push-action@v0.6.0 - with: - github_token: ${{ secrets.GITHUB_TOKEN }} - branch: main From 01e7e87c10f8b9d57c3127d58662f78e75e4bace Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Fri, 21 Jun 2024 21:07:10 +0200 Subject: [PATCH 03/64] change --- .github/workflows/convert-and-publish.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/convert-and-publish.yml b/.github/workflows/convert-and-publish.yml index 9546b0f..0b185af 100644 --- a/.github/workflows/convert-and-publish.yml +++ b/.github/workflows/convert-and-publish.yml @@ -3,7 +3,7 @@ name: Convert and Publish Notebooks on: push: branches: - - main + - master jobs: convert-and-publish: From 5f51507dac37aec12fea929d162080ebd13336e9 Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Fri, 21 Jun 2024 21:18:57 +0200 Subject: [PATCH 04/64] init --- __init__.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 __init__.py diff --git a/__init__.py b/__init__.py new file mode 100644 index 0000000..e69de29 From 2ab792902f963405b33f57f8a4f15ec31cf622f2 Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Sat, 20 Jul 2024 21:26:15 +0200 Subject: [PATCH 05/64] change folder --- Chapter 1 - Linear Equation System.ipynb | 1457 ----------------- .../Chapter 1 - Linear Equation System.ipynb | 1331 +++++++++++++++ ...ace vs Col Space, Row Space and Rank.ipynb | 0 .../Chapter 11 - Linear Transformation.ipynb | 0 ...er 12 - Eigenvalues and Eigenvectors.ipynb | 0 .../Chapter 13 - Diagonalization.ipynb | 0 ... 14 - Applications to Dynamic System.ipynb | 0 ...5 - Innear Product and Orthogonality.ipynb | 0 ...Schmidt Process and QR Decomposition.ipynb | 0 ...atic Form and Cholesky Decomposition.ipynb | 0 ...8 - The Singular Value Decomposition.ipynb | 0 ...9 - Multivariate Normal Distribution.ipynb | 0 .../Chapter 2 - Basic Matrix Algebra.ipynb | 0 .../Chapter 3 - Determinant.ipynb | 0 .../Chapter 4 - LU Factorization.ipynb | 0 ...ubtraction and Scalar Multiplication.ipynb | 0 .../Chapter 6 - Linear Combination.ipynb | 0 .../Chapter 7 - Linear Independence.ipynb | 0 ...hapter 8 - Vector Space and Subspace.ipynb | 0 .../Chapter 9 - Basis and Dimension.ipynb | 0 linAlgVis.py => notebooks/linAlgVis.py | 410 ++--- 21 files changed, 1536 insertions(+), 1662 deletions(-) delete mode 100644 Chapter 1 - Linear Equation System.ipynb create mode 100644 notebooks/Chapter 1 - Linear Equation System.ipynb rename Chapter 10 -Null Space vs Col Space, Row Space and Rank.ipynb => notebooks/Chapter 10 -Null Space vs Col Space, Row Space and Rank.ipynb (100%) rename Chapter 11 - Linear Transformation.ipynb => notebooks/Chapter 11 - Linear Transformation.ipynb (100%) rename Chapter 12 - Eigenvalues and Eigenvectors.ipynb => notebooks/Chapter 12 - Eigenvalues and Eigenvectors.ipynb (100%) rename Chapter 13 - Diagonalization.ipynb => notebooks/Chapter 13 - Diagonalization.ipynb (100%) rename Chapter 14 - Applications to Dynamic System.ipynb => notebooks/Chapter 14 - Applications to Dynamic System.ipynb (100%) rename Chapter 15 - Innear Product and Orthogonality.ipynb => notebooks/Chapter 15 - Innear Product and Orthogonality.ipynb (100%) rename Chapter 16 - Gram-Schmidt Process and QR Decomposition.ipynb => notebooks/Chapter 16 - Gram-Schmidt Process and QR Decomposition.ipynb (100%) rename Chapter 17 - Symmetric Matrices , Quadratic Form and Cholesky Decomposition.ipynb => notebooks/Chapter 17 - Symmetric Matrices , Quadratic Form and Cholesky Decomposition.ipynb (100%) rename Chapter 18 - The Singular Value Decomposition.ipynb => notebooks/Chapter 18 - The Singular Value Decomposition.ipynb (100%) rename Chapter 19 - Multivariate Normal Distribution.ipynb => notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb (100%) rename Chapter 2 - Basic Matrix Algebra.ipynb => notebooks/Chapter 2 - Basic Matrix Algebra.ipynb (100%) rename Chapter 3 - Determinant.ipynb => notebooks/Chapter 3 - Determinant.ipynb (100%) rename Chapter 4 - LU Factorization.ipynb => notebooks/Chapter 4 - LU Factorization.ipynb (100%) rename Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication.ipynb => notebooks/Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication.ipynb (100%) rename Chapter 6 - Linear Combination.ipynb => notebooks/Chapter 6 - Linear Combination.ipynb (100%) rename Chapter 7 - Linear Independence.ipynb => notebooks/Chapter 7 - Linear Independence.ipynb (100%) rename Chapter 8 - Vector Space and Subspace.ipynb => notebooks/Chapter 8 - Vector Space and Subspace.ipynb (100%) rename Chapter 9 - Basis and Dimension.ipynb => notebooks/Chapter 9 - Basis and Dimension.ipynb (100%) rename linAlgVis.py => notebooks/linAlgVis.py (97%) diff --git a/Chapter 1 - Linear Equation System.ipynb b/Chapter 1 - Linear Equation System.ipynb deleted file mode 100644 index 784da25..0000000 --- a/Chapter 1 - Linear Equation System.ipynb +++ /dev/null @@ -1,1457 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "%matplotlib widget\n", - "from mayavi import mlab" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "from mpl_toolkits.mplot3d import Axes3D\n", - "import scipy as sp\n", - "import scipy.linalg\n", - "import sympy as sy\n", - "sy.init_printing() \n", - "np.set_printoptions(precision=3)\n", - "np.set_printoptions(suppress=True)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "mlab.init_notebook(backend='x3d')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We start from plotting basics in Python environment, in the meanwhile refresh the system of linear equations." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Visualisation of A System of Two Linear Equations " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Consider a linear system of two equations:\n", - "\\begin{align}\n", - "x+y&=6\\\\\n", - "x-y&=-4\n", - "\\end{align}\n", - "Easy to solve: $(x, y)^T = (1, 5)^T$. Let's plot the linear system." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "6a6cda854af743ebbc5838943dbf4d16", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "x = np.linspace(-5, 5, 100)\n", - "y1 = -x + 6\n", - "y2 = x + 4\n", - "\n", - "fig, ax = plt.subplots(figsize = (12, 7))\n", - "ax.scatter(1, 5, s = 200, zorder=5, color = 'r', alpha = .8) \n", - "\n", - "ax.plot(x, y1, lw =3, label = '$x+y=6$')\n", - "ax.plot(x, y2, lw =3, label = '$x-y=-4$')\n", - "ax.plot([1, 1], [0, 5], ls = '--', color = 'b', alpha = .5)\n", - "ax.plot([-5, 1], [5, 5], ls = '--', color = 'b', alpha = .5)\n", - "ax.set_xlim([-5, 5])\n", - "ax.set_ylim([0, 12])\n", - "\n", - "ax.legend()\n", - "s = '$(1,5)$'\n", - "ax.text(1, 5.5, s, fontsize = 20)\n", - "ax.set_title('Solution of $x+y=6$, $x-y=-4$', size = 22)\n", - "ax.grid()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# How to Draw a Plane " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Before drawing a plane, let's refresh the logic of Matplotlib 3D plotting. This should be familiar to you if you are a MATLAB user. \n", - "\n", - "First, create meshgrids." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "x, y = [-1, 0, 1], [-1, 0, 1]\n", - "X, Y = np.meshgrid(x, y)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Mathematically, meshgrids are the coordinates of Cartesian product. To illustrate, we can plot all the coordinates of these meshgrids" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "375bc50022f44bc89ee0463add9f8606", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(figsize = (12, 7))\n", - "ax.scatter(X, Y, s = 200, color = 'red')\n", - "ax.axis([-2, 3.01, -2.01, 2])\n", - "ax.spines['left'].set_position('zero') # alternative position is 'center'\n", - "ax.spines['right'].set_color('none')\n", - "ax.spines['bottom'].set_position('zero')\n", - "ax.spines['top'].set_color('none')\n", - "ax.grid()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Try a more complicated meshgrid." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "9d8b829bf13249ce8e14e2bc73b46c82", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "x, y = np.arange(-3, 4, 1), np.arange(-3, 4, 1)\n", - "X, Y = np.meshgrid(x, y)\n", - "\n", - "fig, ax = plt.subplots(figsize = (12, 12))\n", - "ax.scatter(X, Y, s = 200, color = 'red', zorder = 3)\n", - "ax.axis([-5, 5, -5, 5])\n", - "\n", - "ax.spines['left'].set_position('zero') # alternative position is 'center'\n", - "ax.spines['right'].set_color('none')\n", - "ax.spines['bottom'].set_position('zero')\n", - "ax.spines['top'].set_color('none')\n", - "ax.grid()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now consider the function $z = f(x, y)$, $z$ is in the $3rd$ dimension. Though Matplotlib is not meant for delicate plotting of 3D graphics, basic 3D plotting is still acceptable. \n", - "\n", - "For example, we define a simple plane as \n", - "$$z= x + y$$\n", - "Then plot $z$" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "9a42f621a1404ea5965c21db201dc2b3", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "Z = X + Y\n", - "fig = plt.figure(figsize = (9,9))\n", - "ax = fig.add_subplot(111, projection = '3d')\n", - "ax.scatter(X, Y, Z, s = 100, label = '$z=x+y$')\n", - "ax.legend()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Or we can plot it as a surface, Matplotlib will automatically interpolate values among the Cartesian coordinates such that the graph will look like a surface." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "dd024b438d1e4be4bc39f52632f4f071", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize = (9, 9))\n", - "ax = fig.add_subplot(111, projection = '3d')\n", - "ax.plot_surface(X, Y, Z, cmap ='viridis') # MATLAB default color map\n", - "ax.set_xlabel('x-axis')\n", - "ax.set_ylabel('y-axis')\n", - "ax.set_zlabel('z-axis')\n", - "ax.set_title('$z=x+y$', size = 18)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Visualisation of A System of Three Linear Equations " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We have reviewed on plotting planes, now we are ready to plot several planes all together." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Consider this system of linear equations\n", - "\\begin{align}\n", - "x_1- 2x_2+x_3&=0\\\\\n", - "2x_2-8x_3&=8\\\\\n", - "-4x_1+5x_2+9x_3&=-9\n", - "\\end{align}\n", - "And solution is $(x_1, x_2, x_3)^T = (29, 16, 3)^T$. Let's reproduce the system visually." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "ab9ad0b1a8f84be4a9feae9f9a22039c", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "x1 = np.linspace(25, 35, 20)\n", - "x2 = np.linspace(10, 20, 20)\n", - "X1, X2 = np.meshgrid(x1, x2)\n", - "\n", - "fig = plt.figure(figsize = (9, 9))\n", - "ax = fig.add_subplot(111, projection = '3d')\n", - "\n", - "X3 = 2*X2 - X1\n", - "ax.plot_surface(X1, X2, X3, cmap ='viridis', alpha = 1) \n", - "\n", - "X3 = .25*X2 - 1\n", - "ax.plot_surface(X1, X2, X3, cmap ='summer', alpha = 1)\n", - "\n", - "X3 = -5/9*X2 + 4/9*X1 - 1\n", - "ax.plot_surface(X1, X2, X3, cmap ='spring', alpha = 1)\n", - "\n", - "ax.scatter(29, 16, 3, s = 200, color = 'black')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We are certain there is a solution, however the graph does not show the intersection of planes. The problem originates from Matplotlib's rendering algorithm, which is not designed for drawing genuine 3D graphics. It merely projects 3D objects onto 2D dimension to imitate 3D features.\n", - "\n", - "Mayavi is much professional in rendering 3D graphics, we give an example here. If not installed, run ```conda install -c anaconda mayavi```." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "mlab.clf()\n", - "X1, X2 = np.mgrid[-10:10:21*1j, -5:10:21*1j]\n", - "X3 = 6 - X1 - X2\n", - "mlab.mesh(X1, X2, X3,colormap=\"spring\")\n", - "X3 = 3 - 2*X1 + X2\n", - "mlab.mesh(X1, X2, X3,colormap=\"winter\")\n", - "X3 = 3*X1 + 2*X2 -4\n", - "mlab.mesh(X1, X2, X3,colormap=\"summer\")\n", - "mlab.axes()\n", - "mlab.outline()\n", - "mlab.points3d(1, 2, 3, color = (.8, 0.2, .2), )\n", - "mlab.title('A System of Linear Equations')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Visualisation of An Inconsistent System " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now let's visualise the linear system that does not have a solution." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\\begin{align}\n", - "x+y+z&=1\\\\\n", - "x-y-2z&=2\\\\\n", - "2x-z&=1\n", - "\\end{align}\n", - "Rearrange the system to solve for $z$:\n", - "\n", - "\\begin{align}\n", - "z&=1-x-y\\\\\n", - "z&=\\frac{x}{2}-\\frac{y}{2}+1\\\\\n", - "z&=2x-1\n", - "\\end{align}" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "mlab.clf()\n", - "X, Y = np.mgrid[-5:5:21*1j, -5:5:21*1j]\n", - "Z = 1 - X - Y\n", - "mlab.mesh(X, Y, Z,colormap=\"spring\")\n", - "\n", - "Z = X/2 - Y/2 + 1\n", - "mlab.mesh(X, Y, Z,colormap=\"summer\")\n", - "\n", - "Z = 2*X - 1\n", - "mlab.mesh(X, Y, Z,colormap=\"autumn\")\n", - "mlab.axes()\n", - "mlab.outline()\n", - "mlab.title('A Inconsistent System of Linear Equations')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Visualisation of A System With Infinite Numbers of Solutions " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Our system of equations is given\n", - "\n", - "\\begin{align}\n", - "y-z=&4\\\\\n", - "2x+y+2z=&4\\\\\n", - "2x+2y+z=&8\n", - "\\end{align}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Rearrange to solve for $z$\n", - "\n", - "\\begin{align}\n", - "z=&y-4\\\\\n", - "z=&2-x-\\frac{y}{2}\\\\\n", - "z=&8-2x-2y\n", - "\\end{align}" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "mlab.clf()\n", - "X, Y = np.mgrid[-2:2:21*1j, 2:6:21*1j]\n", - "Z = Y - 4\n", - "mlab.mesh(X, Y, Z,colormap=\"spring\")\n", - "\n", - "Z = 2 - X - Y/2\n", - "mlab.mesh(X, Y, Z,colormap=\"summer\")\n", - "\n", - "Z = 8 - 2*X - 2*Y\n", - "mlab.mesh(X, Y, Z,colormap=\"autumn\")\n", - "mlab.axes()\n", - "mlab.outline()\n", - "mlab.title('A System of Linear Equations With Infinite Number of Solutions')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The solution of the system is $(x,y,z)=(-3z/2,z+4,z)^T$, where $z$ is a **free variable**. \n", - "\n", - "The solution is an infinite line in $\\mathbb{R}^3$, to visualise the solution requires setting a range of $x$ and $y$, for instance we can set\n", - "\n", - "\\begin{align}\n", - "-2 \\leq x \\leq 2\\\\\n", - "2 \\leq y \\leq 6\n", - "\\end{align}\n", - "\n", - "which means\n", - "\n", - "\\begin{align}\n", - "-2\\leq -\\frac32z\\leq 2\\\\\n", - "2\\leq z+4 \\leq 6\n", - "\\end{align}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can pick one inequality to set the range of $z$, e.g. second inequality: $-2 \\leq z \\leq 2$. \n", - "\n", - "Then plot the planes and the solutions together." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "mlab.clf()\n", - "X, Y = np.mgrid[-2:2:21*1j, 2:6:21*1j]\n", - "Z = Y - 4\n", - "mlab.mesh(X, Y, Z,colormap=\"spring\")\n", - "\n", - "Z = 2 - X - Y/2\n", - "mlab.mesh(X, Y, Z,colormap=\"summer\")\n", - "\n", - "Z = 8 - 2*X - 2*Y\n", - "mlab.mesh(X, Y, Z,colormap=\"autumn\")\n", - "\n", - "ZL = np.linspace(-2, 2, 20) # ZL means Z for line, we have chosen the range [-2, 2]\n", - "X = -3*ZL/2\n", - "Y = ZL + 4\n", - "\n", - "mlab.plot3d(X, Y, ZL)\n", - "\n", - "mlab.axes()\n", - "mlab.outline()\n", - "mlab.title('A System of Linear Equations With Infinite Number of Solutions')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Reduced Row Echelon Form " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "For easy demonstration, we will be using SymPy frequently in lectures. SymPy is a very power symbolic computation library, we will see its basic features as the lectures move forward." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We define a SymPy matrix:" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}5 & 0 & 11 & 3\\\\7 & 23 & -3 & 7\\\\12 & 11 & 3 & -4\\end{matrix}\\right]$" - ], - "text/plain": [ - "⎡5 0 11 3 ⎤\n", - "⎢ ⎥\n", - "⎢7 23 -3 7 ⎥\n", - "⎢ ⎥\n", - "⎣12 11 3 -4⎦" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "M = sy.Matrix([[5, 0, 11, 3], [7, 23, -3, 7], [12, 11, 3, -4]]); M" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Think of it as an **augmented matrix** which combines coefficients of linear system. With row operations, we can solve the system quickly. Let's turn it into a **row reduced echelon form**." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 0 & - \\frac{2165}{1679}\\\\0 & 1 & 0 & \\frac{1358}{1679}\\\\0 & 0 & 1 & \\frac{1442}{1679}\\end{matrix}\\right], \\ \\left( 0, \\ 1, \\ 2\\right)\\right)$" - ], - "text/plain": [ - "⎛⎡ -2165 ⎤ ⎞\n", - "⎜⎢1 0 0 ──────⎥ ⎟\n", - "⎜⎢ 1679 ⎥ ⎟\n", - "⎜⎢ ⎥ ⎟\n", - "⎜⎢ 1358 ⎥ ⎟\n", - "⎜⎢0 1 0 ──── ⎥, (0, 1, 2)⎟\n", - "⎜⎢ 1679 ⎥ ⎟\n", - "⎜⎢ ⎥ ⎟\n", - "⎜⎢ 1442 ⎥ ⎟\n", - "⎜⎢0 0 1 ──── ⎥ ⎟\n", - "⎝⎣ 1679 ⎦ ⎠" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "M_rref = M.rref(); M_rref # .rref() is the SymPy method for row reduced echelon form" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Take out the first element in the big parentheses, i.e. the rref matrix." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([[1, 0, 0, -2165/1679],\n", - " [0, 1, 0, 1358/1679],\n", - " [0, 0, 1, 1442/1679]], dtype=object)" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "M_rref = np.array(M_rref[0]);M_rref" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If you don't like fractions, convert it into float type." - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "text/plain": [ - "array([[ 1. , 0. , 0. , -1.289],\n", - " [ 0. , 1. , 0. , 0.809],\n", - " [ 0. , 0. , 1. , 0.859]])" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "M_rref.astype(float)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The last column of the rref matrix is the solution of the system." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Example: rref and Visualisation " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's use ```.rref()``` method to compute a solution of a system then visualise it. Consider the system:" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\\begin{align}\n", - "3x+6y+2z&=-13\\\\\n", - "x+2y+z&=-5\\\\\n", - "-5x-10y-2z&=19\n", - "\\end{align}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Extract the augmented matrix into a SymPy matrix:" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}3 & 6 & 2 & -13\\\\1 & 2 & 1 & -5\\\\-5 & -10 & -2 & 19\\end{matrix}\\right]$" - ], - "text/plain": [ - "⎡3 6 2 -13⎤\n", - "⎢ ⎥\n", - "⎢1 2 1 -5 ⎥\n", - "⎢ ⎥\n", - "⎣-5 -10 -2 19 ⎦" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "A = sy.Matrix([[3, 6, 2, -13], [1, 2, 1, -5], [-5, -10, -2, 19]]);A" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 2 & 0 & -3\\\\0 & 0 & 1 & -2\\\\0 & 0 & 0 & 0\\end{matrix}\\right], \\ \\left( 0, \\ 2\\right)\\right)$" - ], - "text/plain": [ - "⎛⎡1 2 0 -3⎤ ⎞\n", - "⎜⎢ ⎥ ⎟\n", - "⎜⎢0 0 1 -2⎥, (0, 2)⎟\n", - "⎜⎢ ⎥ ⎟\n", - "⎝⎣0 0 0 0 ⎦ ⎠" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "A_rref = A.rref(); A_rref" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In case you are wondering what's $(0, 2)$: they are the column number of pivot columns, in the augmented matrix above the pivot columns resides on the $0$th and $2$nd column." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Because it's not a rank matrix, therefore solutions is in general form\n", - "\\begin{align}\n", - "x + 2y & = -3\\\\\n", - "z &= -2\\\\\n", - "y &= free\n", - "\\end{align}\n", - "Let's pick 3 different values of $y$, for instance $(3, 5, 7)$, to calculate $3$ special solutions:" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([[ -9, 3, -2],\n", - " [-13, 5, -2],\n", - " [-17, 7, -2]])" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "point1 = (-2*3-3, 3, -2)\n", - "point2 = (-2*5-3, 5, -2)\n", - "point3 = (-2*7-3, 7, -2)\n", - "special_solution = np.array([point1, point2, point3]); special_solution # each row is a special solution" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can visualise the general solution, and the 3 specific solutions altogether." - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "y = np.linspace(2, 8, 20) # y is the free variable\n", - "x = -3 - 2*y\n", - "z = np.full((len(y), ), -2) # z is a constant" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "4145126158fe4b3d8111e8b470633547", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize = (12,9))\n", - "ax = fig.add_subplot(111, projection='3d')\n", - "ax.plot(x, y, z, lw = 3, color = 'red')\n", - "ax.scatter(special_solution[:,0], special_solution[:,1], special_solution[:,2], s = 200)\n", - "ax.set_title('General Solution and Special Solution of the Linear Sytem', size= 16)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Example: A Symbolic Solution " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Consider a system where all right-hand side values are indeterminate:" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\\begin{align}\n", - "x + 2y - 3z &= a\\\\\n", - "4x - y + 8z &= b\\\\\n", - "2x - 6y - 4z &= c\n", - "\\end{align}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We define $a, b, c$ as SymPy objects, then extract the augmented matrix" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}1 & 2 & -3 & a\\\\4 & -1 & 8 & b\\\\2 & -6 & -4 & c\\end{matrix}\\right]$" - ], - "text/plain": [ - "⎡1 2 -3 a⎤\n", - "⎢ ⎥\n", - "⎢4 -1 8 b⎥\n", - "⎢ ⎥\n", - "⎣2 -6 -4 c⎦" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "a, b, c = sy.symbols('a, b, c', real = True)\n", - "A = sy.Matrix([[1, 2, -3, a], [4, -1, 8, b], [2, -6, -4, c]]); A" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can immediately achieve the symbolic solution by using ```.rref()``` method." - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 0 & \\frac{2 a}{7} + \\frac{b}{7} + \\frac{c}{14}\\\\0 & 1 & 0 & \\frac{16 a}{91} + \\frac{b}{91} - \\frac{10 c}{91}\\\\0 & 0 & 1 & - \\frac{11 a}{91} + \\frac{5 b}{91} - \\frac{9 c}{182}\\end{matrix}\\right], \\ \\left( 0, \\ 1, \\ 2\\right)\\right)$" - ], - "text/plain": [ - "⎛⎡ 2⋅a b c ⎤ ⎞\n", - "⎜⎢1 0 0 ─── + ─ + ── ⎥ ⎟\n", - "⎜⎢ 7 7 14 ⎥ ⎟\n", - "⎜⎢ ⎥ ⎟\n", - "⎜⎢ 16⋅a b 10⋅c ⎥ ⎟\n", - "⎜⎢0 1 0 ──── + ── - ──── ⎥, (0, 1, 2)⎟\n", - "⎜⎢ 91 91 91 ⎥ ⎟\n", - "⎜⎢ ⎥ ⎟\n", - "⎜⎢ 11⋅a 5⋅b 9⋅c⎥ ⎟\n", - "⎜⎢0 0 1 - ──── + ─── - ───⎥ ⎟\n", - "⎝⎣ 91 91 182⎦ ⎠" - ] - }, - "execution_count": 26, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "A_rref = A.rref(); A_rref" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Of course, we can substitute values of $a$, $b$ and $c$ to get a specific solution. " - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}1 & 0 & 0 & \\frac{31}{14}\\\\0 & 1 & 0 & - \\frac{16}{91}\\\\0 & 0 & 1 & - \\frac{69}{182}\\end{matrix}\\right]$" - ], - "text/plain": [ - "⎡ 31 ⎤\n", - "⎢1 0 0 ── ⎥\n", - "⎢ 14 ⎥\n", - "⎢ ⎥\n", - "⎢ -16 ⎥\n", - "⎢0 1 0 ────⎥\n", - "⎢ 91 ⎥\n", - "⎢ ⎥\n", - "⎢ -69 ⎥\n", - "⎢0 0 1 ────⎥\n", - "⎣ 182 ⎦" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vDict = {a: 3, b: 6, c: 7}\n", - "A_rref = A_rref[0].subs(vDict);A_rref # define a dictionary for special values to substitute in" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Example: Polynomials " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Consider this question : How to find a cubic polynomial that passes through each of these points $(1,3)$,$(2, -2)$ ,$(3, -5)$, and $(4, 0)$.\n", - "\n", - "The form of cubic polynomial is \n", - "\n", - "\\begin{align}\n", - "y=a_0+a_1x+a_2x^2+a_3x^3\n", - "\\end{align}\n", - "We substitute all the points:\n", - "\n", - "\\begin{align}\n", - "(x,y)&=(1,3)\\qquad\\longrightarrow\\qquad \\ 2=a_0+3a_1+9a_2 +27a_3 \\\\\n", - "(x,y)&=(2,-2)\\qquad\\longrightarrow\\qquad 3=a_0+a_1+a_2+a_3\\\\\n", - "(x,y)&=(3,-5)\\qquad\\longrightarrow\\qquad 2=a_0-4a_1+16a_2-64a_3\\\\\n", - "(x,y)&=(4,0)\\qquad\\longrightarrow\\qquad -2=a_0+2a_1+4a_2+8a_3\n", - "\\end{align}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "It turns to be a linear system, the rest should be familiar already." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The augmented matrix is " - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}1 & 1 & 1 & 1 & 3\\\\1 & 2 & 4 & 8 & -2\\\\1 & 3 & 9 & 27 & -5\\\\1 & 4 & 16 & 64 & 0\\end{matrix}\\right]$" - ], - "text/plain": [ - "⎡1 1 1 1 3 ⎤\n", - "⎢ ⎥\n", - "⎢1 2 4 8 -2⎥\n", - "⎢ ⎥\n", - "⎢1 3 9 27 -5⎥\n", - "⎢ ⎥\n", - "⎣1 4 16 64 0 ⎦" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "A = sy.Matrix([[1, 1, 1, 1, 3], [1, 2, 4, 8, -2], [1, 3, 9, 27, -5], [1, 4, 16, 64, 0]]); A" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 0 & 0 & 4\\\\0 & 1 & 0 & 0 & 3\\\\0 & 0 & 1 & 0 & -5\\\\0 & 0 & 0 & 1 & 1\\end{matrix}\\right], \\ \\left( 0, \\ 1, \\ 2, \\ 3\\right)\\right)$" - ], - "text/plain": [ - "⎛⎡1 0 0 0 4 ⎤ ⎞\n", - "⎜⎢ ⎥ ⎟\n", - "⎜⎢0 1 0 0 3 ⎥ ⎟\n", - "⎜⎢ ⎥, (0, 1, 2, 3)⎟\n", - "⎜⎢0 0 1 0 -5⎥ ⎟\n", - "⎜⎢ ⎥ ⎟\n", - "⎝⎣0 0 0 1 1 ⎦ ⎠" - ] - }, - "execution_count": 29, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "A_rref = A.rref(); A_rref" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([[1, 0, 0, 0, 4],\n", - " [0, 1, 0, 0, 3],\n", - " [0, 0, 1, 0, -5],\n", - " [0, 0, 0, 1, 1]], dtype=object)" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "A_rref = np.array(A_rref[0]); A_rref" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The last column is the solution, i.e. the coefficients of the cubic polynomial." - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([ 4., 3., -5., 1.])" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "poly_coef = A_rref.astype(float)[:,-1]; poly_coef" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Cubic polynomial form is:\n", - "\\begin{align}\n", - "y = 4 + 3x - 5x^2 + x^3\n", - "\\end{align}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Since we have the specific form of the cubic polynomial, we can plot it" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [], - "source": [ - "x = np.linspace(-5, 5, 40)\n", - "y = poly_coef[0] + poly_coef[1]*x + poly_coef[2]*x**2 + poly_coef[3]*x**3" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(figsize = (8, 8))\n", - "ax.plot(x, y, lw = 3, color ='red')\n", - "ax.scatter([1, 2, 3, 4], [3, -2, -5, 0], s = 100, color = 'blue', zorder = 3)\n", - "ax.grid()\n", - "ax.set_xlim([0, 5])\n", - "ax.set_ylim([-10, 10])\n", - "\n", - "ax.text(1, 3.5, '$(1, 3)$', fontsize = 15)\n", - "ax.text(1.5, -2.5, '$(2, -2)$', fontsize = 15)\n", - "ax.text(2.7, -4, '$(3, -5.5)$', fontsize = 15)\n", - "ax.text(4.1, 0, '$(4, .5)$', fontsize = 15)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now you know the trick, try another 5 points: $(1,2)$, $(2,5)$, $(3,8)$, $(4,6)$, $(5, 9)$. And polynomial form is \n", - "\\begin{align}\n", - "y=a_0+a_1x+a_2x^2+a_3x^3+a_4x^4\n", - "\\end{align}\n", - "\n", - "The augmented matrix is" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}1 & 1 & 1 & 1 & 1 & 2\\\\1 & 2 & 4 & 8 & 16 & 5\\\\1 & 3 & 9 & 27 & 81 & 8\\\\1 & 4 & 16 & 64 & 256 & 6\\\\1 & 5 & 25 & 125 & 625 & 9\\end{matrix}\\right]$" - ], - "text/plain": [ - "⎡1 1 1 1 1 2⎤\n", - "⎢ ⎥\n", - "⎢1 2 4 8 16 5⎥\n", - "⎢ ⎥\n", - "⎢1 3 9 27 81 8⎥\n", - "⎢ ⎥\n", - "⎢1 4 16 64 256 6⎥\n", - "⎢ ⎥\n", - "⎣1 5 25 125 625 9⎦" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "A = sy.Matrix([[1, 1, 1, 1, 1, 2],\n", - " [1, 2, 4, 8, 16, 5], \n", - " [1, 3, 9, 27, 81, 8], \n", - " [1, 4, 16, 64, 256, 6], \n", - " [1, 5, 25,125, 625, 9]]); A" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([ 19. , -37.417, 26.875, -7.083, 0.625])" - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "A_rref = A.rref()\n", - "A_rref = np.array(A_rref[0])\n", - "coef = A_rref.astype(float)[:,-1];coef" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [], - "source": [ - "x = np.linspace(0, 6, 100)\n", - "y = coef[0] + coef[1]*x + coef[2]*x**2 + coef[3]*x**3 + coef[4]*x**4" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(figsize= (8, 8))\n", - "ax.plot(x, y, lw =3)\n", - "ax.scatter([1, 2, 3, 4, 5], [2, 5, 8, 6, 9], s= 100, color = 'red', zorder = 3)\n", - "ax.grid()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Solving The System of Linear Equations By NumPy " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Set up the system $A x = b$, generate a random $A$ and $b$" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "A = np.round(10 * np.random.rand(5, 5))\n", - "b = np.round(10 * np.random.rand(5,))" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([-2.283, 1.431, 0.677, -0.718, 1.908])" - ] - }, - "execution_count": 39, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "x = np.linalg.solve(A, b);x" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's verify if $ Ax = b$" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([-0., 0., 0., 0., -0.])" - ] - }, - "execution_count": 40, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "A@x - b" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "They are technically zeros, due to some round-off errors omitted, that's why there is $-$ in front $0$." - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.8" - }, - "toc": { - "base_numbering": 1, - "nav_menu": {}, - "number_sections": true, - "sideBar": true, - "skip_h1_title": false, - "title_cell": "Table of Contents", - "title_sidebar": "Contents", - "toc_cell": false, - "toc_position": {}, - "toc_section_display": true, - "toc_window_display": false - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/notebooks/Chapter 1 - Linear Equation System.ipynb b/notebooks/Chapter 1 - Linear Equation System.ipynb new file mode 100644 index 0000000..bb534cf --- /dev/null +++ b/notebooks/Chapter 1 - Linear Equation System.ipynb @@ -0,0 +1,1331 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from mpl_toolkits.mplot3d import Axes3D\n", + "import scipy as sp\n", + "import scipy.linalg\n", + "import sympy as sy\n", + "sy.init_printing() \n", + "np.set_printoptions(precision=3)\n", + "np.set_printoptions(suppress=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We begin by exploring the fundamentals of plotting in Python, while simultaneously revisiting the concept of systems of linear equations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Visualisation of A System of Two Linear Equations " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Consider a linear system of two equations:\n", + "\\begin{align}\n", + "x+y&=6\\\\\n", + "x-y&=-4\n", + "\\end{align}\n", + "Easy to solve: $(x, y)^T = (1, 5)^T$. Let's plot the linear system." + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x = np.linspace(-5, 5, 100)\n", + "y1 = -x + 6\n", + "y2 = x + 4\n", + "\n", + "fig, ax = plt.subplots(figsize = (12, 7))\n", + "ax.scatter(1, 5, s = 200, zorder=5, color = 'r', alpha = .8) \n", + "\n", + "ax.plot(x, y1, lw =3, label = '$x+y=6$')\n", + "ax.plot(x, y2, lw =3, label = '$x-y=-4$')\n", + "ax.plot([1, 1], [0, 5], ls = '--', color = 'b', alpha = .5)\n", + "ax.plot([-5, 1], [5, 5], ls = '--', color = 'b', alpha = .5)\n", + "ax.set_xlim([-5, 5])\n", + "ax.set_ylim([0, 12])\n", + "\n", + "ax.legend()\n", + "s = '$(1,5)$'\n", + "ax.text(1, 5.5, s, fontsize = 20)\n", + "ax.set_title('Solution of $x+y=6$, $x-y=-4$', size = 22)\n", + "ax.grid()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# How to Draw a Plane " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Before drawing a plane, let's refresh the logic of Matplotlib 3D plotting. This should be familiar to you if you are a MATLAB user. \n", + "\n", + "First, create meshgrids." + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [], + "source": [ + "x, y = [-1, 0, 1], [-1, 0, 1]\n", + "X, Y = np.meshgrid(x, y)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Mathematically, meshgrids are the coordinates of _Cartesian products_. To illustrate, we can plot all the coordinates of these meshgrids" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize = (12, 7))\n", + "ax.scatter(X, Y, s = 200, color = 'red')\n", + "ax.axis([-2, 3.01, -2.01, 2])\n", + "ax.spines['left'].set_position('zero') # alternative position is 'center'\n", + "ax.spines['right'].set_color('none')\n", + "ax.spines['bottom'].set_position('zero')\n", + "ax.spines['top'].set_color('none')\n", + "ax.grid()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Try a more complicated meshgrid." + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x, y = np.arange(-3, 4, 1), np.arange(-3, 4, 1)\n", + "X, Y = np.meshgrid(x, y)\n", + "\n", + "fig, ax = plt.subplots(figsize = (12, 12))\n", + "ax.scatter(X, Y, s = 200, color = 'red', zorder = 3)\n", + "ax.axis([-5, 5, -5, 5])\n", + "\n", + "ax.spines['left'].set_position('zero') # alternative position is 'center'\n", + "ax.spines['right'].set_color('none')\n", + "ax.spines['bottom'].set_position('zero')\n", + "ax.spines['top'].set_color('none')\n", + "ax.grid()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now consider the function $z = f(x, y)$, $z$ is in the $3rd$ dimension. Though Matplotlib is not meant for delicate plotting of 3D graphics, basic 3D plotting is still acceptable. \n", + "\n", + "For example, we define a simple plane as \n", + "$$z= x + y$$\n", + "Then plot $z$" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "Z = X + Y\n", + "fig = plt.figure(figsize = (9,9))\n", + "ax = fig.add_subplot(111, projection = '3d')\n", + "ax.scatter(X, Y, Z, s = 100, label = '$z=x+y$')\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Or we can plot it as a surface, Matplotlib will automatically interpolate values among the Cartesian coordinates such that the graph will look like a surface." + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize = (9, 9))\n", + "ax = fig.add_subplot(111, projection = '3d')\n", + "ax.plot_surface(X, Y, Z, cmap ='viridis') # MATLAB default color map\n", + "ax.set_xlabel('x-axis')\n", + "ax.set_ylabel('y-axis')\n", + "ax.set_zlabel('z-axis')\n", + "ax.set_title('$z=x+y$', size = 18)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Visualisation of A System of Three Linear Equations " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We have reviewed on plotting planes, now we are ready to plot several planes all together." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Consider this system of linear equations\n", + "\\begin{align}\n", + "x_1- 2x_2+x_3&=0\\\\\n", + "2x_2-8x_3&=8\\\\\n", + "-4x_1+5x_2+9x_3&=-9\n", + "\\end{align}\n", + "And solution is $(x_1, x_2, x_3)^T = (29, 16, 3)^T$. Let's reproduce the system visually." + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x1 = np.linspace(25, 35, 20)\n", + "x2 = np.linspace(10, 20, 20)\n", + "X1, X2 = np.meshgrid(x1, x2)\n", + "\n", + "fig = plt.figure(figsize = (9, 9))\n", + "ax = fig.add_subplot(111, projection = '3d')\n", + "\n", + "X3 = 2*X2 - X1\n", + "ax.plot_surface(X1, X2, X3, cmap ='viridis', alpha = 1) \n", + "\n", + "X3 = .25*X2 - 1\n", + "ax.plot_surface(X1, X2, X3, cmap ='summer', alpha = 1)\n", + "\n", + "X3 = -5/9*X2 + 4/9*X1 - 1\n", + "ax.plot_surface(X1, X2, X3, cmap ='spring', alpha = 1)\n", + "\n", + "ax.scatter(29, 16, 3, s = 200, color = 'black')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We are certain there is a solution, however the graph does not show the intersection of planes. The problem originates from Matplotlib's rendering algorithm, which is not designed for drawing genuine 3D graphics. It merely projects 3D objects onto 2D dimension to imitate 3D features.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualisation of A System With Infinite Numbers of Solutions " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Our system of equations is given\n", + "\n", + "\\begin{align}\n", + "y-z=&4\\\\\n", + "2x+y+2z=&4\\\\\n", + "2x+2y+z=&8\n", + "\\end{align}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Rearrange to solve for $z$\n", + "\n", + "\\begin{align}\n", + "z=&y-4\\\\\n", + "z=&2-x-\\frac{y}{2}\\\\\n", + "z=&8-2x-2y\n", + "\\end{align}" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Create the figure and a 3D axis\n", + "fig = plt.figure(figsize=(12, 12))\n", + "ax = fig.add_subplot(111, projection='3d')\n", + "\n", + "# Create the grid\n", + "X, Y = np.mgrid[-2:2:21j, 2:6:21j]\n", + "\n", + "# Plot the first plane\n", + "Z1 = Y - 4\n", + "ax.plot_surface(X, Y, Z1, cmap='spring', alpha=0.5)\n", + "\n", + "# Plot the second plane\n", + "Z2 = 2 - X - Y/2\n", + "ax.plot_surface(X, Y, Z2, cmap='summer', alpha=0.5)\n", + "\n", + "# Plot the third plane\n", + "Z3 = 8 - 2*X - 2*Y\n", + "ax.plot_surface(X, Y, Z3, cmap='autumn', alpha=0.5)\n", + "\n", + "\n", + "# Add axes labels\n", + "ax.set_xlabel('X axis')\n", + "ax.set_ylabel('Y axis')\n", + "ax.set_zlabel('Z axis')\n", + "\n", + "# Add title\n", + "plt.title('A System of Linear Equations With Infinite Number of Solutions')\n", + "\n", + "# Show the plot\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The solution of the system is $(x,y,z)=(-3z/2,z+4,z)^T$, where $z$ is a **free variable**. \n", + "\n", + "The solution is an infinite line in $\\mathbb{R}^3$, to visualise the solution requires setting a range of $x$ and $y$, for instance we can set\n", + "\n", + "\\begin{align}\n", + "-2 \\leq x \\leq 2\\\\\n", + "2 \\leq y \\leq 6\n", + "\\end{align}\n", + "\n", + "which means\n", + "\n", + "\\begin{align}\n", + "-2\\leq -\\frac32z\\leq 2\\\\\n", + "2\\leq z+4 \\leq 6\n", + "\\end{align}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can pick one inequality to set the range of $z$, e.g. second inequality: $-2 \\leq z \\leq 2$. \n", + "\n", + "Then plot the planes and the solutions together." + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Create the figure and a 3D axis\n", + "fig = plt.figure(figsize=(12, 12))\n", + "ax = fig.add_subplot(111, projection='3d')\n", + "\n", + "# Create the grid\n", + "X, Y = np.mgrid[-2:2:21j, 2:6:21j]\n", + "\n", + "# Plot the first plane\n", + "Z1 = Y - 4\n", + "ax.plot_surface(X, Y, Z1, cmap='spring', alpha=0.5)\n", + "\n", + "# Plot the second plane\n", + "Z2 = 2 - X - Y / 2\n", + "ax.plot_surface(X, Y, Z2, cmap='summer', alpha=0.5)\n", + "\n", + "# Plot the third plane\n", + "Z3 = 8 - 2 * X - 2 * Y\n", + "ax.plot_surface(X, Y, Z3, cmap='autumn', alpha=0.5)\n", + "\n", + "# Define the line of infinite solutions\n", + "ZL = np.linspace(-2, 2, 20) # ZL means Z for line, chosen range [-2, 2]\n", + "XL = -3 * ZL / 2\n", + "YL = ZL + 4\n", + "\n", + "# Plot the line\n", + "ax.plot(XL, YL, ZL, color='black', linewidth=2, label='Infinite Solutions')\n", + "\n", + "# Add axes labels\n", + "ax.set_xlabel('X axis')\n", + "ax.set_ylabel('Y axis')\n", + "ax.set_zlabel('Z axis')\n", + "\n", + "# Add title and legend\n", + "plt.title('A System of Linear Equations With Infinite Number of Solutions')\n", + "ax.legend()\n", + "\n", + "# Show the plot\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Reduced Row Echelon Form " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For easy demonstration, we will be using SymPy frequently in lectures. SymPy is a very power symbolic computation library, we will see its basic features as the lectures move forward." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We define a SymPy matrix:" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$\\displaystyle \\left[\\begin{matrix}5 & 0 & 11 & 3\\\\7 & 23 & -3 & 7\\\\12 & 11 & 3 & -4\\end{matrix}\\right]$" + ], + "text/plain": [ + "⎡5 0 11 3 ⎤\n", + "⎢ ⎥\n", + "⎢7 23 -3 7 ⎥\n", + "⎢ ⎥\n", + "⎣12 11 3 -4⎦" + ] + }, + "execution_count": 67, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "M = sy.Matrix([[5, 0, 11, 3], [7, 23, -3, 7], [12, 11, 3, -4]]); M" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Think of it as an _augmented matrix_ which combines coefficients of linear system. With row operations, we can solve the system quickly. Let's turn it into a _row reduced echelon form_." + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 0 & - \\frac{2165}{1679}\\\\0 & 1 & 0 & \\frac{1358}{1679}\\\\0 & 0 & 1 & \\frac{1442}{1679}\\end{matrix}\\right], \\ \\left( 0, \\ 1, \\ 2\\right)\\right)$" + ], + "text/plain": [ + "⎛⎡ -2165 ⎤ ⎞\n", + "⎜⎢1 0 0 ──────⎥ ⎟\n", + "⎜⎢ 1679 ⎥ ⎟\n", + "⎜⎢ ⎥ ⎟\n", + "⎜⎢ 1358 ⎥ ⎟\n", + "⎜⎢0 1 0 ──── ⎥, (0, 1, 2)⎟\n", + "⎜⎢ 1679 ⎥ ⎟\n", + "⎜⎢ ⎥ ⎟\n", + "⎜⎢ 1442 ⎥ ⎟\n", + "⎜⎢0 0 1 ──── ⎥ ⎟\n", + "⎝⎣ 1679 ⎦ ⎠" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "M_rref = M.rref(); M_rref # .rref() is the SymPy method for row reduced echelon form" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Take out the first element in the big parentheses, i.e. the rref matrix." + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[1, 0, 0, -2165/1679],\n", + " [0, 1, 0, 1358/1679],\n", + " [0, 0, 1, 1442/1679]], dtype=object)" + ] + }, + "execution_count": 69, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "M_rref = np.array(M_rref[0]); M_rref" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If you don't like fractions, convert it into float type." + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ 1. , 0. , 0. , -1.289],\n", + " [ 0. , 1. , 0. , 0.809],\n", + " [ 0. , 0. , 1. , 0.859]])" + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "M_rref.astype(float)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The last column of the rref matrix is the solution of the system." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example: rref and Visualisation " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's use ```.rref()``` method to compute a solution of a system then visualise it. Consider the system:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\\begin{align}\n", + "3x+6y+2z&=-13\\\\\n", + "x+2y+z&=-5\\\\\n", + "-5x-10y-2z&=19\n", + "\\end{align}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Extract the augmented matrix into a SymPy matrix:" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$\\displaystyle \\left[\\begin{matrix}3 & 6 & 2 & -13\\\\1 & 2 & 1 & -5\\\\-5 & -10 & -2 & 19\\end{matrix}\\right]$" + ], + "text/plain": [ + "⎡3 6 2 -13⎤\n", + "⎢ ⎥\n", + "⎢1 2 1 -5 ⎥\n", + "⎢ ⎥\n", + "⎣-5 -10 -2 19 ⎦" + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "A = sy.Matrix([[3, 6, 2, -13], [1, 2, 1, -5], [-5, -10, -2, 19]]); A" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 2 & 0 & -3\\\\0 & 0 & 1 & -2\\\\0 & 0 & 0 & 0\\end{matrix}\\right], \\ \\left( 0, \\ 2\\right)\\right)$" + ], + "text/plain": [ + "⎛⎡1 2 0 -3⎤ ⎞\n", + "⎜⎢ ⎥ ⎟\n", + "⎜⎢0 0 1 -2⎥, (0, 2)⎟\n", + "⎜⎢ ⎥ ⎟\n", + "⎝⎣0 0 0 0 ⎦ ⎠" + ] + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "A_rref = A.rref(); A_rref" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In case you are wondering what's $(0, 2)$: they are the indices of pivot columns, in the augmented matrix above, the pivot columns reside on the $0$-th and $2$-nd column. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Given that the matrix is not of full rank, the solutions are expressed in a general form:\n", + "\\begin{align}\n", + "x + 2y & = -3\\\\\n", + "z &= -2\\\\\n", + "y &= \\text{free variable}\n", + "\\end{align}\n", + "To illustrate, let's select three distinct values for $y$, specifically $(3, 5, 7)$, and compute three unique solutions:" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ -9, 3, -2],\n", + " [-13, 5, -2],\n", + " [-17, 7, -2]])" + ] + }, + "execution_count": 73, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "point1 = (-2*3-3, 3, -2)\n", + "point2 = (-2*5-3, 5, -2)\n", + "point3 = (-2*7-3, 7, -2)\n", + "special_solution = np.array([point1, point2, point3]); special_solution # each row is a special solution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can visualise the general solution, and the 3 specific solutions altogether." + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [], + "source": [ + "y = np.linspace(2, 8, 20) # y is the free variable\n", + "x = -3 - 2*y\n", + "z = np.full((len(y), ), -2) # z is a constant" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize = (12,9))\n", + "ax = fig.add_subplot(111, projection='3d')\n", + "ax.plot(x, y, z, lw = 3, color = 'red')\n", + "ax.scatter(special_solution[:,0], special_solution[:,1], special_solution[:,2], s = 200)\n", + "ax.set_title('General Solution and Special Solution of the Linear Sytem', size= 16)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example: A Symbolic Solution " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Consider a system where all right-hand side values are indeterminate:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\\begin{align}\n", + "x + 2y - 3z &= a\\\\\n", + "4x - y + 8z &= b\\\\\n", + "2x - 6y - 4z &= c\n", + "\\end{align}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We define $a, b, c$ as SymPy objects, then extract the augmented matrix" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$\\displaystyle \\left[\\begin{matrix}1 & 2 & -3 & a\\\\4 & -1 & 8 & b\\\\2 & -6 & -4 & c\\end{matrix}\\right]$" + ], + "text/plain": [ + "⎡1 2 -3 a⎤\n", + "⎢ ⎥\n", + "⎢4 -1 8 b⎥\n", + "⎢ ⎥\n", + "⎣2 -6 -4 c⎦" + ] + }, + "execution_count": 76, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a, b, c = sy.symbols('a, b, c', real = True)\n", + "A = sy.Matrix([[1, 2, -3, a], [4, -1, 8, b], [2, -6, -4, c]]); A" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can immediately achieve the symbolic solution by using ```.rref()``` method." + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 0 & \\frac{2 a}{7} + \\frac{b}{7} + \\frac{c}{14}\\\\0 & 1 & 0 & \\frac{16 a}{91} + \\frac{b}{91} - \\frac{10 c}{91}\\\\0 & 0 & 1 & - \\frac{11 a}{91} + \\frac{5 b}{91} - \\frac{9 c}{182}\\end{matrix}\\right], \\ \\left( 0, \\ 1, \\ 2\\right)\\right)$" + ], + "text/plain": [ + "⎛⎡ 2⋅a b c ⎤ ⎞\n", + "⎜⎢1 0 0 ─── + ─ + ── ⎥ ⎟\n", + "⎜⎢ 7 7 14 ⎥ ⎟\n", + "⎜⎢ ⎥ ⎟\n", + "⎜⎢ 16⋅a b 10⋅c ⎥ ⎟\n", + "⎜⎢0 1 0 ──── + ── - ──── ⎥, (0, 1, 2)⎟\n", + "⎜⎢ 91 91 91 ⎥ ⎟\n", + "⎜⎢ ⎥ ⎟\n", + "⎜⎢ 11⋅a 5⋅b 9⋅c⎥ ⎟\n", + "⎜⎢0 0 1 - ──── + ─── - ───⎥ ⎟\n", + "⎝⎣ 91 91 182⎦ ⎠" + ] + }, + "execution_count": 77, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "A_rref = A.rref(); A_rref" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Of course, we can substitute values of $a$, $b$ and $c$ to get a specific solution. " + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$\\displaystyle \\left[\\begin{matrix}1 & 0 & 0 & \\frac{31}{14}\\\\0 & 1 & 0 & - \\frac{16}{91}\\\\0 & 0 & 1 & - \\frac{69}{182}\\end{matrix}\\right]$" + ], + "text/plain": [ + "⎡ 31 ⎤\n", + "⎢1 0 0 ── ⎥\n", + "⎢ 14 ⎥\n", + "⎢ ⎥\n", + "⎢ -16 ⎥\n", + "⎢0 1 0 ────⎥\n", + "⎢ 91 ⎥\n", + "⎢ ⎥\n", + "⎢ -69 ⎥\n", + "⎢0 0 1 ────⎥\n", + "⎣ 182 ⎦" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "spec_solution = {a: 3, b: 6, c: 7}\n", + "A_rref = A_rref[0].subs(spec_solution); A_rref # define a dictionary for special values to substitute in" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example: Polynomials " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To determine a cubic polynomial that intersects the points $(1,3)$, $(2, -2)$, $(3, -5)$, and $(4, 0)$, we consider the general form of a cubic polynomial:\n", + "\n", + "\\begin{align}\n", + "y = a_0 + a_1x + a_2x^2 + a_3x^3\n", + "\\end{align}\n", + "\n", + "Substituting each point into this equation yields:\n", + "\n", + "\\begin{align}\n", + "3 &= a_0 + a_1(1) + a_2(1)^2 + a_3(1)^3 \\\\\n", + "-2 &= a_0 + a_1(2) + a_2(2)^2 + a_3(2)^3 \\\\\n", + "-5 &= a_0 + a_1(3) + a_2(3)^2 + a_3(3)^3 \\\\\n", + "0 &= a_0 + a_1(4) + a_2(4)^2 + a_3(4)^3\n", + "\\end{align}\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It turns to be a linear system, the rest should be familiar already." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The augmented matrix is " + ] + }, + { + "cell_type": "code", + "execution_count": 93, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$\\displaystyle \\left[\\begin{matrix}1 & 1 & 1 & 1 & 3\\\\1 & 2 & 4 & 8 & -2\\\\1 & 3 & 9 & 27 & -5\\\\1 & 4 & 16 & 64 & 0\\end{matrix}\\right]$" + ], + "text/plain": [ + "⎡1 1 1 1 3 ⎤\n", + "⎢ ⎥\n", + "⎢1 2 4 8 -2⎥\n", + "⎢ ⎥\n", + "⎢1 3 9 27 -5⎥\n", + "⎢ ⎥\n", + "⎣1 4 16 64 0 ⎦" + ] + }, + "execution_count": 93, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "A = sy.Matrix([[1, 1, 1, 1, 3], [1, 2, 4, 8, -2], [1, 3, 9, 27, -5], [1, 4, 16, 64, 0]]); A" + ] + }, + { + "cell_type": "code", + "execution_count": 101, + "metadata": {}, + "outputs": [], + "source": [ + "A_rref = A.rref(); A_rref\n", + "poly_coef = [A_rref[0][i, -1] for i in range(A_rref[0].shape[0])]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The last column is the solution, i.e. the coefficients of the cubic polynomial." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Cubic polynomial form is:\n", + "$$\n", + "\\begin{align}\n", + "y = 4 + 3x - 5x^2 + x^3\n", + "\\end{align}\n", + "$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Since we have the specific form of the cubic polynomial, we can plot it" + ] + }, + { + "cell_type": "code", + "execution_count": 102, + "metadata": {}, + "outputs": [], + "source": [ + "A_rref\n", + "x = np.linspace(-5, 5, 40)\n", + "y = poly_coef[0] + poly_coef[1]*x + poly_coef[2]*x**2 + poly_coef[3]*x**3" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize = (8, 8))\n", + "ax.plot(x, y, lw = 3, color ='red')\n", + "ax.scatter([1, 2, 3, 4], [3, -2, -5, 0], s = 100, color = 'blue', zorder = 3)\n", + "ax.grid()\n", + "ax.set_xlim([0, 5])\n", + "ax.set_ylim([-10, 10])\n", + "\n", + "ax.text(1, 3.5, '$(1, 3)$', fontsize = 15)\n", + "ax.text(1.5, -2.5, '$(2, -2)$', fontsize = 15)\n", + "ax.text(2.7, -4, '$(3, -5.5)$', fontsize = 15)\n", + "ax.text(4.1, 0, '$(4, .5)$', fontsize = 15)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now you know the trick, try another 5 points: $(1,2)$, $(2,5)$, $(3,8)$, $(4,6)$, $(5, 9)$. And polynomial form is \n", + "\\begin{align}\n", + "y=a_0+a_1x+a_2x^2+a_3x^3+a_4x^4\n", + "\\end{align}\n", + "\n", + "The augmented matrix is" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$\\displaystyle \\left[\\begin{matrix}1 & 1 & 1 & 1 & 1 & 2\\\\1 & 2 & 4 & 8 & 16 & 5\\\\1 & 3 & 9 & 27 & 81 & 8\\\\1 & 4 & 16 & 64 & 256 & 6\\\\1 & 5 & 25 & 125 & 625 & 9\\end{matrix}\\right]$" + ], + "text/plain": [ + "⎡1 1 1 1 1 2⎤\n", + "⎢ ⎥\n", + "⎢1 2 4 8 16 5⎥\n", + "⎢ ⎥\n", + "⎢1 3 9 27 81 8⎥\n", + "⎢ ⎥\n", + "⎢1 4 16 64 256 6⎥\n", + "⎢ ⎥\n", + "⎣1 5 25 125 625 9⎦" + ] + }, + "execution_count": 85, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "A = sy.Matrix([[1, 1, 1, 1, 1, 2],\n", + " [1, 2, 4, 8, 16, 5], \n", + " [1, 3, 9, 27, 81, 8], \n", + " [1, 4, 16, 64, 256, 6], \n", + " [1, 5, 25,125, 625, 9]]); A" + ] + }, + { + "cell_type": "code", + "execution_count": 86, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 19. , -37.417, 26.875, -7.083, 0.625])" + ] + }, + "execution_count": 86, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "A_rref = A.rref()\n", + "A_rref = np.array(A_rref[0])\n", + "coef = A_rref.astype(float)[:,-1];coef" + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "metadata": {}, + "outputs": [], + "source": [ + "x = np.linspace(0, 6, 100)\n", + "y = coef[0] + coef[1]*x + coef[2]*x**2 + coef[3]*x**3 + coef[4]*x**4" + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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ZN4TWa0qETQAAAEu5r9lkGh0AAABeYRhGJ7cHETYBAADgBcfqmtXobDO1MY0OAAAAr3CfQo+KsCsjIcaianyDsAkAAGAR953ouSmxstttFlXjG4RNAAAAi3jsRA+x9ZoSYRMAAMAyob45SCJsAgAAWObw8dA+9kgibAIAAFjG80D3XhZV4juETQAAAAs0tLSqvLbZ1MY0OgAAALziYEWDRxthEwAAAF5x8Hi96TkrKUaxUREWVeM7hE0AAAALHKgwh81+IbheUyJsAgAAWOKgW9js34ewCQAAAC9xn0bvz8gmAAAAvOWA2wahfmmETQAAAHhBbZNTFXXmY4/6p4XeTnSJsAkAAOB3h9xuDrLbQvP2IImwCQAA4HfuO9Gzk2MVHRl6xx5JhE0AAAC/89iJHqLrNSXCJgAAgN8dOB4eZ2xKhE0AAAC/cx/ZDNWd6BJhEwAAwO8Oum0QCtWd6BJhEwAAwK+qG5yqrG8xtTGNDgAAAK9wX68ZYbeF7LFHEmETAADAr9zXa+b2jpUjInQjWej+kwEAAAQg9zM2Q3kKXSJsAgAA+NXB4+FzxqZE2AQAAPArj2OPUkN3vaZE2AQAAPAbwzA8p9EZ2QQAAIA3nGhwqqap1dTGNDoAAAC8wn1UM9JuU05yrEXV+AdhEwAAwE/c12vmp8QpMoSPPZIImwAAAH7jvhM91NdrSoRNAAAAvwm3MzYlwiYAAIDfeJ6xGdrHHkldDJsPP/ywxowZo8TERCUmJqqgoEDLli3reL2pqUnz589Xamqq4uPjNXfuXJWVlXm9aAAAgGBjGIYOVjSY2vqnxVtUjf90KWzm5ubqnnvu0YYNG/Txxx/rsssu01VXXaUdO3ZIku644w69+uqreu6557Rq1SoVFxfr6quv9knhAAAAwaSirkV1zeZjj/qFwchmZFfefOWVV5qef/vb3+rhhx/W2rVrlZubqyeeeEJLly7VZZddJkl68sknNXz4cK1du1bnn3++96oGAAAIMu5T6FGRdmUnhfaxR1IXw+ap2tra9Nxzz6m+vl4FBQXasGGDnE6npk2b1vGeYcOGKT8/X2vWrDlt2GxublZzc3PHc01NjSTJ6XTK6XR2t7wuOfk5/vo80OdWod+tQb9bg363Bv1+evvKakzP+b1j1dbWqra2nn9vf/d7Vz6ny2Fz27ZtKigoUFNTk+Lj4/Xiiy9qxIgR2rx5s6KiopScnGx6f0ZGhkpLS0/7/e6++24tXrzYo/2tt95SXJx/h5ZXrFjh188DfW4V+t0a9Ls16Hdr0O+eVh6y69QVjLGttXrjjTe8+hn+6veGhoazv+lTXQ6bQ4cO1ebNm1VdXa3//Oc/mjdvnlatWtXVb9Phzjvv1MKFCzuea2pqlJeXpxkzZigxMbHb37crnE6nVqxYoenTp8vhcPjlM8MdfW4N+t0a9Ls16Hdr0O+n98Y/N0vF5R3Pk0f01+VfGOqV7+3vfj85E30uuhw2o6KiNGjQIEnShAkTtH79et1///265ppr1NLSoqqqKtPoZllZmTIzM0/7/aKjoxUdHe3R7nA4/P5DasVnhjv63Br0uzXod2vQ79ag3z0dqmw0PQ9MT/R6H/mr37vyGT0+Z9Plcqm5uVkTJkyQw+HQypUrO17bvXu3Dh8+rIKCgp5+DAAAQNAyDEOHjpunnsNhJ7rUxZHNO++8U7NmzVJ+fr5qa2u1dOlSvfvuu1q+fLmSkpJ00003aeHChUpJSVFiYqIWLFiggoICdqIDAICwVlbTrEaneSdQ/zC4qlLqYtgsLy/XDTfcoJKSEiUlJWnMmDFavny5pk+fLkn605/+JLvdrrlz56q5uVkzZ87UQw895JPCAQAAgoX7NZUxDrsyEmIsqsa/uhQ2n3jiiTO+HhMToyVLlmjJkiU9KgoAACCUuJ+x2S+1l+x2m0XV+Bd3owMAAPjYwQrPsBkuCJsAAAA+5j6N3i9M1mtKhE0AAACfKzxWZ3oeQNgEAACANzjbXB7HHg1Mj7eoGv8jbAIAAPjQ4coGtboMU9vAPoxsAgAAwAsKy81T6GnxUUqOi7KoGv8jbAIAAPhQ4THz5qABfcJnCl0ibAIAAPiU++aggYRNAAAAeItn2Ayf9ZoSYRMAAMBnDMPwWLMZTjvRJcImAACAz1TUtaimqdXUNohpdAAAAHiD+xR6dKRdOcmxFlVjDcImAACAj3jcHNQnXna7zaJqrEHYBAAA8JHCcvOxR+G2OUgibAIAAPhMuB97JBE2AQAAfMYjbIbZTnSJsAkAAOATjS1tOlrVaGpjGh0AAABesb+iToZhbhuQxsgmAAAAvMD9TvSc5FjFRkVYVI11CJsAAAA+EO43B51E2AQAAPCBcL8T/STCJgAAgA+4T6OH47FHEmETAADA61wuQ/s5Y1MSYRMAAMDrjlY1qrnVZWobxJpNAAAAeIP7es3EmEilxUdZVI21CJsAAABe5rFeMz1eNpvNomqsRdgEAADwMu5E/wxhEwAAwMs8ztgkbAIAAMBbPI89Cs8zNiXCJgAAgFdVNzhVUddsagvX24MkwiYAAIBXFVaYp9Aj7Tblp8RZVI31CJsAAABe5L5es29qnBwR4Ru5wvefHAAAwAe4ptKMsAkAAOBFHscehfF6TYmwCQAA4FWcsWlG2AQAAPASZ5tLh483mNrC+dgjibAJAADgNYeO16vVZZjamEYHAACAV+wrN28OSk+IVmKMw6JqAgNhEwAAwEv2ldeansN9vaZE2AQAAPCa3WXmzUFDMgibhE0AAAAv2VtmHtkcnJFgUSWBg7AJAADgBc42l8exR0MzCZuETQAAAC84dLxezjbzTvQh6YRNwiYAAIAX7C41j2pmJEYrKS68d6JLhE0AAACv2OO2XnMI6zUlETYBAAC8Yq/bsUeDmUKXRNgEAADwit2l5rA5NJNjjyTCJgAAQI81t7bpoNud6Bx71I6wCQAA0EP7j9Wrze1O9MFhfif6SYRNAACAHnLfHJSTHKuEML8T/STCJgAAQA+5h83BXFPZgbAJAADQQ3vc7kQfynrNDoRNAACAHvIc2SRsnkTYBAAA6IHGljYdrjTvRGdk8zOETQAAgB4oPFYn45SN6DabNIid6B0ImwAAAD3gfph7Xu84xUZFWFRN4CFsAgAA9MCecu5EPxPCJgAAQA/sKXUPm0yhn4qwCQAA0AMexx5lMrJ5qi6FzbvvvluTJk1SQkKC0tPTNWfOHO3evdv0nksuuUQ2m83067vf/a5XiwYAAAgEdc2tOlrVaGobnE7YPFWXwuaqVas0f/58rV27VitWrJDT6dSMGTNUX19vet/NN9+skpKSjl+///3vvVo0AABAINjrdr5mhN2mAX16WVRNYIrsypvffPNN0/NTTz2l9PR0bdiwQRdddFFHe1xcnDIzM8/pezY3N6u5ubnjuaamRpLkdDrldDq7Ul63nfwcf30e6HOr0O/WoN+tQb9bI9z6fWdxlem5b0qsIuSS0+nyax3+7veufI7NME49Gapr9u3bp8GDB2vbtm0aNWqUpPZp9B07dsgwDGVmZurKK6/UL3/5S8XFxXX6PRYtWqTFixd7tC9duvS0XwMAABAIXjxo17sln00Uj0lx6aah/g2aVmhoaNB1112n6upqJSYmnvG93Q6bLpdLs2fPVlVVld5///2O9scee0x9+/ZVdna2tm7dqp/85CeaPHmyXnjhhU6/T2cjm3l5eaqoqDhr8d7idDq1YsUKTZ8+XQ6Hwy+fGe7oc2vQ79ag361Bv1sj3Pr9m09t0AeFxzueb71kgG6fOsjvdfi732tqapSWlnZOYbNL0+inmj9/vrZv324KmpL0ne98p+P/jx49WllZWZo6daoKCws1cOBAj+8THR2t6Ohoj3aHw+H3H1IrPjPc0efWoN+tQb9bg363Rrj0+75j5p3ow7KTLP3n9le/d+UzunX00a233qrXXntN77zzjnJzc8/43ilTpkhqn3IHAAAIFdUNTpXVNJvauBPdU5dGNg3D0IIFC/Tiiy/q3XffVf/+/c/6NZs3b5YkZWVldatAAACAQOR+c5AjwqZ+aexEd9elsDl//nwtXbpUL7/8shISElRaWipJSkpKUmxsrAoLC7V06VJdfvnlSk1N1datW3XHHXfooosu0pgxY3zyDwAAAGCFPW7HHvVP6yVHBPfluOtS2Hz44Yclte84P9WTTz6pb37zm4qKitJ///tf3Xfffaqvr1deXp7mzp2rX/ziF14rGAAAIBB4XlPJFHpnujyNfiZ5eXlatWpVjwoCAAAIBu7XVBI2O8dYLwAAQDe4T6MTNjtH2AQAAOiiirpmHa9vMbUNyYi3qJrARtgEAADoop0lNabnGIddfVPZid4ZwiYAAEAXuYfNoRkJirDbLKomsBE2AQAAuuiTYnPYHJ7lnyu2gxFhEwAAoIt2lpg3B43IJmyeDmETAACgC5pb21Todic6I5unR9gEAADogr1ldWp1mc8eH5bJsUenQ9gEAADoAvfNQXkpsUqIcVhUTeAjbAIAAHTBJ25hcwRT6GdE2AQAAOgC95FN1mueGWETAADgHBmG4bETnbB5ZoRNAACAc1RS3aTqRqepjWn0MyNsAgAAnCP3KfSE6Ejl9o61qJrgQNgEAAA4R53dHGSzcU3lmRA2AQAAztHOUvewyfmaZ0PYBAAAOEdsDuo6wiYAAMA5aGhp1cHj9aY2wubZETYBAADOwa7SWhmn3FJpt0lDuabyrAibAAAA58B9c9CAPvGKcURYVE3wIGwCAACcA24O6h7CJgAAwDnwDJtMoZ8LwiYAAMBZuFyGdpWyE707CJsAAABncbiyQQ0tbaa2kYTNc0LYBAAAOItP3KbQU3tFqU9CtEXVBBfCJgAAwFl0tjmIayrPDWETAADgLNgc1H2ETQAAgLPgmsruI2wCAACcQXWDU0erGk1tI7IJm+eKsAkAAHAG7puDoiLsGtgn3qJqgg9hEwAA4Azc12sOSo+XI4IIda7oKQAAgDPgmsqeIWwCAACcwY5idqL3BGETAADgNJqcbdpTZt6JPionyaJqghNhEwAA4DR2ldaq1WV0PNts0kh2oncJYRMAAOA0th2tNj33T+ulhBiHRdUEJ8ImAADAaWwvMofNMUyhdxlhEwAA4DS2uo1ssl6z6wibAAAAnWhytmmv2+agMbnJ1hQTxAibAAAAndhZUsPmIC8gbAIAAHRiu9sU+sA+8eoVHWlRNcGLsAkAANCJrW6bg0azXrNbCJsAAACdcD/2iLDZPYRNAAAAN03ONu0trzO1jc4lbHYHYRMAAMDNJyU1ajtlc5DdJo3IYnNQdxA2AQAA3LA5yHsImwAAAG48Ngcxhd5thE0AAAA37iObbA7qPsImAADAKRpb2rTH4+YgwmZ3ETYBAABO8UlJjU7ZG/Tp5iDCZncRNgEAAE6xrajK9Dw4PUGxURHWFBMCCJsAAACn2Ha0xvQ8ivWaPULYBAAAOMW2o1WmZ9Zr9gxhEwAA4FMNLa3a53ZzECObPUPYBAAA+NQnxebNQRF2GzcH9RBhEwAA4FPb3M7XHJwez+agHiJsAgAAfMo9bHKYe88RNgEAAD61jWsqva5LYfPuu+/WpEmTlJCQoPT0dM2ZM0e7d+82vaepqUnz589Xamqq4uPjNXfuXJWVlXm1aAAAAG+rb25V4THz5iBGNnuuS2Fz1apVmj9/vtauXasVK1bI6XRqxowZqq+v73jPHXfcoVdffVXPPfecVq1apeLiYl199dVeLxwAAMCb3G8OirDbNJzNQT0W2ZU3v/nmm6bnp556Sunp6dqwYYMuuugiVVdX64knntDSpUt12WWXSZKefPJJDR8+XGvXrtX555/vvcoBAAC8aKvbFPqQjATFONgc1FNdCpvuqqvbf1NSUlIkSRs2bJDT6dS0adM63jNs2DDl5+drzZo1nYbN5uZmNTc3dzzX1LSf2u90OuV0OntS3jk7+Tn++jzQ51ah361Bv1uDfrdGMPf7xoOVpudR2QlB88/h737vyufYDMMwzv42Ty6XS7Nnz1ZVVZXef/99SdLSpUt14403msKjJE2ePFmXXnqp/t//+38e32fRokVavHixR/vSpUsVFxfXndIAAAC6bPHGCFU22zqevzagTQUZ3YpJIa+hoUHXXXedqqurlZh45qUG3R7ZnD9/vrZv394RNLvrzjvv1MKFCzuea2pqlJeXpxkzZpy1eG9xOp1asWKFpk+fLofD4ZfPDHf0uTXod2vQ79ag360RrP1eXtusyjWrTG03XH6hBmfEW1RR1/i730/ORJ+LboXNW2+9Va+99ppWr16t3NzcjvbMzEy1tLSoqqpKycnJHe1lZWXKzMzs9HtFR0crOjrao93hcPj9h9SKzwx39Lk16Hdr0O/WoN+tEWz9vq34uOk5ITpSw7KTZbfbTvMVgclf/d6Vz+jSbnTDMHTrrbfqxRdf1Ntvv63+/fubXp8wYYIcDodWrlzZ0bZ7924dPnxYBQUFXfkoAAAAv9l05ITpeWxe8AXNQNWlkc358+dr6dKlevnll5WQkKDS0lJJUlJSkmJjY5WUlKSbbrpJCxcuVEpKihITE7VgwQIVFBSwEx0AAASsTYerTM/n5SdbUkco6lLYfPjhhyVJl1xyian9ySef1De/+U1J0p/+9CfZ7XbNnTtXzc3Nmjlzph566CGvFAsAAOBtzjaXthZVmdrG5/e2ppgQ1KWweS4b12NiYrRkyRItWbKk20UBAAD4y+7SWjU5Xaa2cXnJ1hQTgrgbHQAAhLVNh83rNfun9VLvXlEWVRN6CJsAACCsbXRbrzme9ZpeRdgEAABhzX1kk/Wa3kXYBAAAYauyvkUHjzeY2sazXtOrwj5sOttc2lNWq/XHbCqpbrK6HAAA4Efuo5qxjggNy0ywqJrQ1O3rKkPBLX//WO/sPqaWVpekCI0qPK78NH7AAAAIF+7na47JTVJkRNiPxXlVWPemTbZPg2a7naW1FlYDAAD8zf3mINZrel9Yh80R2Ymm550lhE0AAMJFm8vQZnai+1x4h80st7BZWntOB9cDAIDgt7e8VvUtbaY2wqb3hXXYHJljDpu1Ta0qOtFoUTUAAMCfNh6qMj3n9o5VekKMNcWEsLAOm5mJMeod5zC17SiusagaAADgT5yv6R9hHTZtNpvHus1PSgibAACEg01HqkzPnK/pG2EdNiXPdZufMLIJAEDIq25wal95nantvL6MbPoCYdNjRzphEwCAULe5qMr0HBVp9xiAgncQNrOSTM9Hqxp1or7FomoAAIA/uK/XHJWdqKjIsI9FPhH2vTqwTy+PHy5GNwEACG0b3c7XPI/NQT4T9mEzMsKuoRnxpjY2CQEAELpcLkOb2YnuN2EfNiVpeKb5PnQ2CQEAELoKj9WppqnV1MZh7r5D2JQ0PMstbDKyCQBAyFp3sNL0nJkYo6wkDnP3FcKmPEc295XXqcnZdpp3AwCAYLbugDlsThmQIpvNZlE1oY+wKWloZoJs+uxO9FaXob1ldWf4CgAAEIwMw9BH+81hc3L/FIuqCQ+ETUnx0ZFKcxs9/6Sk2ppiAACAzxSdaFRpTZOpbQph06cIm5/K6WWYntkkBABA6HGfQk/pFaWBfeJP8254A2HzUzlxbmGTTUIAAIQc97A5qV9v1mv6GGHzUzm9zM87S2rlchmdvxkAAAQl953ok/unWlRJ+CBsfirXbRq9rrlVR040WFQNAADwtvLaJh2oqDe1sV7T9wibn0p0SCm9HKa2HazbBAAgZKw/YL41KD46UsOzEi2qJnwQNj9ls0kj3H7g2CQEAEDoWHfguOl5Yr/eirCzXtPXCJun8Li2kk1CAACEjI8OcL6mFQibp/C4tpKRTQAAQkJVQ4t2l9Wa2ib3I2z6A2HzFO4jm6U1TTpe12xRNQAAwFs+PnhCxil7gaMj7Rqdm2RdQWGEsHmK/mm9FOMwd8nOktrTvBsAAASL9W5HHo3PT1Z0ZIRF1YQXwuYpIuw2Dc102yTEtZUAAAQ9z/WanK/pL4RNNyOzzWGT448AAAhu9c2t2n7UPHjE+Zr+Q9h0w/FHAACElk2Hq9R6yq2AkXabxucnW1dQmCFsuhnhNrJZeKxOTc42i6oBAAA95X6+5ujcJMVFRVpUTfghbLoZlpkg2ynnu7oMaVcpm4QAAAhWHvehc+SRXxE23cRFRap/Wi9T27ajbBICACAYNbe2adPhKlMbh7n7F2GzE2NyzOdubT1SZU0hAACgR7YVVau51dXxbLNJE/sSNv2JsNmJMbnJpmdGNgEACE7uRx4Ny0xUUpzDomrCE2GzE2PzzCObe8pq1dDSalE1AACgu9a5hU2OPPI/wmYnRmQlKcL+2S4hl8F5mwAABJuWVpfHzUGT2Bzkd4TNTsRGRWhwerypbQvrNgEACCqbj1SpocV8fGHBQG4O8jfC5mmMZd0mAABB7f19FabnkdmJSukVZVE14YuweRpj3NZtbi0ibAIAEEw+cAubnx+UZlEl4Y2weRpjcpJNzwcq6lXd6LSmGAAA0CW1TU5tdlsCdwFh0xKEzdMYmpmgqAhz92xjdBMAgKCwdn+l2k65Dz0qws7mIIsQNk8jKtKu4W73pG89WmVNMQAAoEvcp9An9O2t2KgIi6oJb4TNM/C8SYiRTQAAgoH75qDPD2YK3SqEzTMYk+u+SajKmkIAAMA5K61u0r7yOlMb6zWtQ9g8g7F5yabn4uomHatttqYYAABwTtyn0BNjIjXabbYS/kPYPIOBfeIV57a+YxvrNgEACGjuU+ifG5hmuhkQ/kXYPIMIu02jss1/E9rCuk0AAAKWYRgeYfMC1mtairB5FqzbBAAgeOwtr/NY8sZh7tYibJ7FGLd1m1uLqmUYRudvBgAAlnp/r3lUMyc5Vv1S4yyqBhJh86zcjz86Xt+i4uomi6oBAABn4r456IJBqbLZWK9pJcLmWfRNjVNSrMPUttXt+isAAGA9Z5tLa/cfN7Vx5JH1CJtnYbPZPNZtbuHaSgAAAs7mI1Wqb2kztX1uIGHTaoTNc+B+NhebhAAACDzu6zWHZSaoT0K0RdXgpC6HzdWrV+vKK69Udna2bDabXnrpJdPr3/zmN2Wz2Uy/vvCFL3irXkuMyU02PW87Wi2Xi01CAAAEEvf1muxCDwxdDpv19fUaO3aslixZctr3fOELX1BJSUnHr3/+8589KtJqY/PMI5u1Ta06eLzeomoAAIC72ianNrntqeA+9MAQ2dUvmDVrlmbNmnXG90RHRyszM7PbRQWazMQY9UmINp3btbWoWgP6xFtYFQAAOGndgUq1nTLr6IiwaXL/FAsrwkldDpvn4t1331V6erp69+6tyy67TL/5zW+Umpra6Xubm5vV3PxZiKupqZEkOZ1OOZ1OX5Tn4eTnnOnzRmUn6J3dn9W56XClrhiV7vPaQtW59Dm8j363Bv1uDfrdGlb1+7u7ykzP4/OS5bAZYfP77+9+78rn2IwenFBus9n04osvas6cOR1tzz77rOLi4tS/f38VFhbqZz/7meLj47VmzRpFRER4fI9FixZp8eLFHu1Lly5VXFzgHML65hGblhV9Vn//BEM/GNV2hq8AAAD+YBjSrzdFqLL5s/M0r8hr04xc9lf4SkNDg6677jpVV1crMTHxjO/1eth0t3//fg0cOFD//e9/NXXqVI/XOxvZzMvLU0VFxVmL9xan06kVK1Zo+vTpcjgcnb5n1Z5j+vbfN3U8xzjs2vjzy+SIYEN/d5xLn8P76Hdr0O/WoN+tYUW/7y2v0+UPfmhqe+X7BRqeleCXzw8E/u73mpoapaWlnVPY9Mk0+qkGDBigtLQ07du3r9OwGR0drehoz2MJHA6H3//jcKbPPK+feZFxk9OlwoomjXY7gxNdY8XvM+h3q9Dv1qDfreHPfl+9r9L0nJUUo9F5vcPy5iB/9XtXPsPnw3JFRUU6fvy4srKyfP1RPpXSK0oD0nqZ2jYcqjzNuwEAgL+8vavc9HzpsPSwDJqBqsths66uTps3b9bmzZslSQcOHNDmzZt1+PBh1dXV6X/+53+0du1aHTx4UCtXrtRVV12lQYMGaebMmd6u3e/O69vb9LzhcJU1hQAAAElSdYNTGw6dMLVdNpQNvIGky2Hz448/1vjx4zV+/HhJ0sKFCzV+/Hj96le/UkREhLZu3arZs2dryJAhuummmzRhwgS99957nU6VB5sJbmFzo9sPNwAA8K9Ve4+ZjjyKjrRzH3qA6fKazUsuuURn2lO0fPnyHhUUyNzD5tGqRpVUNyorKdaiigAACG/vuE2hFwxMVWyU5+k3sA5bqbtgUJ94JcSY8/nGQ1XWFAMAQJhrcxl6d7c5bE4dxhR6oCFsdoHdbtN5+W7rNplKBwDAEpuPnNCJBvPh4pcSNgMOYbOL3KfSNxwmbAIAYIWVO82jmkMy4pXbO3AuhEE7wmYXuYfNHUer1eTkJiEAAPzN/cijy4ZlWFQJzoSw2UVj85JlP+XorlaXoa1F1dYVBABAGDpa1ahdpbWmtsuYQg9IhM0uio+O1LBM87VMrNsEAMC/3HehJ8U6dF5+sjXF4IwIm93gsW6TsAkAgF+5h82Lh/RRZASxJhDxu9INHoe7Hz5xxrNHAQCA9zQ52/RBYYWpbepwptADFWGzG9zDZmV9iw4eb7CoGgAAwsuawuNqcro6nu229pFNBCbCZjfk9o5VnwTz9ZtMpQMA4B8rd5WZnif07a3kuCiLqsHZEDa7wWazaQKHuwMA4HeGYeidXcdMbRzkHtgIm93ksW6TsAkAgM/tKq3V0apGU9tUztcMaITNbjrPLWzuKa9VdaPzNO8GAADesGx7qek5JzlWQzLiLaoG54Kw2U2jchIVdcoRC4YhbT5SZV1BAACEgWXbSkzPXxiVKZvNdpp3IxAQNrspOjJCo3LMh7szlQ4AgO/sLavV3vI6U9vlozMtqgbnirDZA52dtwkAAHzDfQo9IzFa4/N6n+bdCBSEzR5wD5ubDlepzcXh7gAA+MIbblPos0ZlyW5nCj3QETZ74Dy344/qmlu1p6zWomoAAAhd+4/VaVep+c/YWaOYQg8GhM0eSE+MUV5KrKmN8zYBAPA+9yn0tPhoTeyXYlE16ArCZg+5H+7+8cFKiyoBACB0Ldvuvgs9QxFMoQcFwmYPTXD7W9W6A5UyDNZtAgDgLYePN2j70RpT2+WjsiyqBl1F2OyhggHmsFlc3aQjlY2neTcAAOgq91HNlF5RmtyfKfRgQdjsoYF94pUWH2VqW7v/uEXVAAAQetzXa84cmaHICCJMsOB3qodsNpumDEg1tRE2AQDwjqNVjR439M1iCj2oEDa94PxOwibrNgEA6Lk33UY1k2IdKhiYepp3IxARNr2AdZsAAPiG+13o00dkyMEUelDhd8sLWLcJAID3lVY36WO386u5Cz34EDa9gHWbAAB43/Id5in0hOhIXTAozaJq0F2ETS9h3SYAAN71utsU+rQRGYqOjLCoGnQXYdNLWLcJAID3FJ1o0LoD5lv5uAs9OBE2vYR1mwAAeM/Lm4tNzwkxkbpoSB+LqkFPEDa9hHWbAAB4h2EYen5jkanti2OyFeNgCj0YETa9iHWbAAD03Jaiau0/Vm9qm3tejkXVoKcIm17Euk0AAHruRbdRzfyUOE3o29uiatBThE0vYt0mAAA909Lq0itbzOs1rz4vRzabzaKK0FOETS9i3SYAAD3z7u5ynWhwmtquHp9rUTXwBsKml7FuEwCA7nth41HT86R+vZWfGmdRNfAGwqaXsW4TAIDuqWpo0cpdZaa2q89jVDPYETa9jHWbAAB0z6tbS+Rs+2w2MCrSrstHZ1lYEbyBsOllrNsEAKB7XnDbhT59eIaSYh0WVQNvIWz6AOs2AQDomgMV9dp0uMrUdjVna4YEwqYPsG4TAICucT9bM7VXFNdThgjCpg90tm7zg8IKi6oBACCwuVyGXthk3oU+e1y2HBHElFDA76IP2Gw2j6n09/Yes6gaAAAC2/qDlSo6YZ4BnMsu9JBB2PQR96H/9/dWqLXNZVE1AAAErn9/bJ5CH5IRr5HZiRZVA28jbPrIRYPNYbOmqVVbiqotqgYAgMB0or5Fr251v54yl+spQwhh00cyk2I0NCPB1LZ6D1PpAACc6j8bitTS+tnMnyPCpi9PYAo9lBA2feiiIWmm59Ws2wQAoIPLZegfHx0ytV0+Oktp8dEWVQRfIGz6kPu6zS1HqlTd4LSoGgAAAst7+yp06HiDqe0b5/e1qBr4CmHThyb1S1GM47MudhnS+/s4AgkAAEn6+xrzqOawzARN6NvbomrgK4RNH4pxRGhKf/MRSKzbBABAOlrVqLd3lZnavn5+XzYGhSDCpo+5T6Wv3nuMqysBAGHvnx8dluuUPw7joyM1ZzzXU4YiwqaPXey2Saikukn7yussqgYAAOu1tLr07PrDprarz8tRfHSkRRXBlwibPjawT7yyk2JMbauYSgcAhLE3d5Sqoq7F1PZ1NgaFLMKmj9lstk6m0tkkBAAIX/9Ya94YNLl/ioa4nU2N0EHY9AP3sPnR/uNqcrZZVA0AANbZXVqrdQcqTW0cdxTaCJt+cMHANNlP2VzX3Ory+BcNAIBw4D6qmRYfrZkjMy2qBv5A2PSDpDiHxuYlm9o4AgkAEG7qmlv1wsYiU9u1k/MUFUkcCWX87vrJRYM9j0ACACCcPLvusOpbPltGZrdJ107Ot7Ai+EOXw+bq1at15ZVXKjs7WzabTS+99JLpdcMw9Ktf/UpZWVmKjY3VtGnTtHfvXm/VG7Tc123uKatTSXWjRdUAAOBfLa0u/eW9A6a2acMzlJ0ca1FF8Jcuh836+nqNHTtWS5Ys6fT13//+93rggQf0yCOP6KOPPlKvXr00c+ZMNTU19bjYYDY2N0mJMebzw5hKBwCEi5c2H1VpjTkLfPeSgRZVA3/q8umps2bN0qxZszp9zTAM3XffffrFL36hq666SpL0t7/9TRkZGXrppZf0ta99zeNrmpub1dzc3PFcU1MjSXI6nXI6nV0tr1tOfo6vP+9zA1P15o7PruZ6d1e5rh6X5dPPDFT+6nOY0e/WoN+tQb9bo7N+d7kMPfLuPtP7JvXrrdFZ8fz+eIm/f9678jk2owd3J9psNr344ouaM2eOJGn//v0aOHCgNm3apHHjxnW87+KLL9a4ceN0//33e3yPRYsWafHixR7tS5cuVVxcXHdLC0hrymx6dn9Ex3NchKHfTGpTBNfAAgBC2JbjNv11T4Sp7ZZhbRrRm+ubg1VDQ4Ouu+46VVdXKzEx8Yzv9eq9UKWlpZKkjIwMU3tGRkbHa+7uvPNOLVy4sOO5pqZGeXl5mjFjxlmL9xan06kVK1Zo+vTpcjgcPvuc8dVNevb/Vnc8N7TZlDHyfE3ul+KzzwxU/upzmNHv1qDfrUG/W8O93w3D0BOPfSSppuM9wzLi9cPrCmSzMdriLf7+eT85E30uLL+ENDo6WtHR0R7tDofD7/9x8PVn5qc5NDwrUTtLPvsNemf3cV0wOOMMXxXarPh9Bv1uFfrdGvS7NU72+5rC49paZA4m37t0kKKioiyqLLT56+e9K5/h1aOPMjPbD2UtKysztZeVlXW8Fu6mjzAHyxU7y9SDlQwAAAS0h1cVmp7zUmJ1xejw3K8QrrwaNvv376/MzEytXLmyo62mpkYfffSRCgoKvPlRQWuGW9g8dLxBe8rqLKoGAADf2X602uPkle9cOECRERzzHU66PI1eV1enffs+21F24MABbd68WSkpKcrPz9cPfvAD/eY3v9HgwYPVv39//fKXv1R2dnbHJqJwNzI7UdlJMSqu/uz4hxWflGpoZoKFVQEA4H2PuI1qpvaK0lcm5llUDazS5b9afPzxxxo/frzGjx8vSVq4cKHGjx+vX/3qV5KkH//4x1qwYIG+853vaNKkSaqrq9Obb76pmJgY71YepGw2m+dU+idlp3k3AABBxDCkigrFlpXpyJ4jemNrsenlb32+v2IcEaf5YoSqLo9sXnLJJWdcY2iz2fTrX/9av/71r3tUWCibPiJTT6851PG8pahaZTVNykgkkAMAglBVlfT009KDD8pRWKgZnza/nZyppydcqedHTZUrKVlfP7+vlVXCIiyasMCUASlKcLtNiNFNAEBQWr5cys2V7rhD2r/f9FJ+VZl+ufIvWvPQN/WLyMNKiuVUgHBE2LSAI8KuS4emm9reImwCAILN8uXSFVdIjY3tU+huM592GbLLUIyzWdcs/l77+xF2CJsWcV+3uaawQrVNXNkFAAgSVVXS3LntAdPlOuNbI2TIZhjt76+q8kt5CByETYtcMrSPHKfcU+lsM7TK7XgIAAAC1tNPSw0NZw2aHVyu9vf/7W++rQsBh7BpkYQYhwoGppnaWLcJAAgKhiE9+GD3vvaBBzym2xHaCJsWcp9Kf2dXuZxt5/g3RAAArHL8uFRY2PXQaBjtX1dZ6Zu6EJAImxaaPtwcNmuaWrXuAP8CAgACXF0Pb76rrfVOHQgKhE0LZSbFaGxukqntrR2lFlUDAMA5io/v2dcncGteOCFsWqyz24TOdGg+AACWS02VBg6UbLazv/dUNlv716Wk+KYuBCTCpsWmj8g0PRdXN2lHcY1F1QAAcA5sNmnBgu597W23dT2kIqgRNi02JCNe+SlxpjZ2pQMAAt68eVJcnFznGhztdikuTrrhBt/WhYBD2LSYzWbTDLep9GXbSyyqBgCAc5ScrGNPPSNDNrXpLIHTbm8fzXzhBSk52S/lIXAQNgPAzFHmqfQ9ZXXaVcpUOhASDEOqqFBsWZlUUcH5gggpd9bn6MYv36UmR7RcssnlHjpttvZfsbHSG29IM2ZYUygsRdgMABPyeysrKcbU9srmYouqAeAVVVXS/fdLgwfLkZ2tGbfcIkd2tjR4cHs7V/YhyL21o1T/3Vmm1QMmqOD7T+nXU2/Wicxc85sGDJDuu086epSgGcYImwHAbrfpyrHZprZXtxazKx0IVsuXS7m50h13SPv3m1/bv7+9PTe3/X1AEKpvbtWiV3Z0PNfExOu1S76syH375Cwp0VuPPipnSYm0d2/7hqCkpDN8N4Q6wmaAmO0WNo9UNmrTkSprigHQfcuXS1dcITU2tk+Zu/+l8WRbY2P7+wicCEL3/XePiqubTG2/uGKEknpFSampaszIaD8eiV3nEGEzYIzMTtSAtF6mNqbSgSBTVSXNndseJl1nuXrW5Wp/39y5TKkjqHxSXKO/fnDQ1HbBoFRdNS678y9A2CNsBgibzXMq/fVtJWpzMZUOBI2nn5YaGs4eNE9yudrf/7e/+bYuwEtcLkM/f2mb6c+mqAi7/veqUbIxionTiLS6AHxm9rhs3b9yb8fzsdpmrd1/XBcMSrOwKgCn09jSpqITDSqqatSJumZN+8O9SjB0tkNgTFySTvzu//RQ/6lKjotSemK0+iREKz0hRukJ0UqNj1aEnT/EERieXX9Emw5Xmdq+d8lADejTw+srEdIImwFkYJ94jcxONN0g9MrmYsImYCGXy9DhygZ9UlKjnSU1OlBRr6ITjSo60aCKupaO9/VuqNbVRw93+fvbDUOpZUf0/H+3qio20fN1m5TTO1b9UntpQFov9U/rpf594jUgrZdye8cymgS/Ka9p0j3Ldpra+qXG6XuXDLSoIgQLwmaAmT022xQ2l20v0a/njFR0ZISFVQHhwTAMFZ1o1EcHKrX5yAl9Ulyj3aW1qm9pO+vX9nI2nfU9ZxLf0thp2HQZ7RsGj1Q26r29FabXEmIiNSo7SaNyEjUqJ0mjcpLUP7WX7IyEwstcLkML/71FNU2tpvbfzBmtGAd/PuHMCJsB5otjs3X3sl0dzzVNrXpvT4Wmud0yBKDnDMNQ4bE6fXSgUus+/VVS3b3QWO+IOfubzqAuKrbLX1Pb1Ko1+49rzf7jHW0J0ZGa0K+3JvVL0ZT+KRqdm8RfVtFjj7+3X+/vM/9lZ/bYbH1+MDNvODvCZoDJSY7VpH69tf7giY62V7YUEzYBL2lubdOawuNaubNcb+8q19Gqxh5/z7T4KKVl5Ki0T47SK4pl78IZuS6bTScycjX1c8NV2dCiY3XNKq9pVkVds7qzP7C2uVXv7j6md3cfkyRFR9o1Li9ZBQNTdfGQPhqTm8waUHTJ1qIq/WH5blNbZmKMFs8eaVFFCDaEzQA0e2y2KWyu+KRMDS2tiovitwvojupGZ8dtJ+/trVDDOUyLu0vtFaUR2YkampGg/NQ45faOVV7vOOX0jv3s3037/7Qf2N4Fdkmpd/5If7xmnKm9zWWosr5FpdVNOnC8XgeO1etARZ0OVNRrf0W9at2mM0+nudWljw5U6qMDlbrvv3vVO86hCwf30cVD+uiiIX3UJyG6S/UivNQ1t+q2f25S6yl/87HZpHuvGavevaIsrAzBhPQSgC4fnaVFr37ScbREo7NN/91Z7nHwO4DTa25t0zu7junlzUe1cle5WlrP8TgitQfLSf1SNDYvWcOzEjQiK1F9EqLPvhln3jzp5z9vP7D9XI4/stvb74y+4QaPlyLsNvVJaN+ZPjrXfPuKYRgqqW7S9qPV2l5cox1Hq7W9uFplNc1n/cgTDU69sqVYr2xpP8d3XF6yvjAqUzNHZqq/21m/wKJXdujg8QZT2/cvGajPDWT6HOeOsBmAUuOjdcGgNK3ec6yj7ZXNxYRN4CwMw9D6gyf0wsYivbGtxGMzw+lkJcVoSv8UTe6fqsn9UzSwT6/u7fJOTpaef779ZiC7/cyB025vHyJ64YX2r+sCm82m7ORYZSfHasbIzI72spomfXzwhNYdOK51B09oV2mNxwVG7jYfqdLmI1W6Z9kuDc1I0MyRGZo5KlMjshLZ6R7mXtlSrP9sKDK1jctL1g+mDbGoIgQrwmaAmj022xQ2V+0pV3WDU0lxDgurAgJTTZNTL248qmc+OqQ9ZXVnfb/NJo3PS9bU4RmaNjxDQzLivResZs6UXn+9/Waghk9HhE5NfCc/Jza2PWjOmOGdz5WUkRijK8Zk6YoxWZKk6ganPj5UqQ8Lj2vVnmPaV37mvtldVqvdZbV64O19Gtinl64al6PZY7PVjxHPsHOkskE/f2GbqS0+OlIPfG28HBHcB4OuIWwGqJkjM/SzF+0dU3/ONkOvbyvRdVPyLa4MCBzbj1brmY8O6eXNxWddh+mIsOniIemaOTJDlw5LV1q8D9cqzpwpFRW13wz0wANSYeFnrw0YIN12W/uUe1LS6b+HFyTFOTR1eIamDs/QLyUVnWjQqj3HtGr3MX2wr+KMRzoVHqvXvSv26N4VezQ2L1lXjc3WF8dmKT2hZ7vuEfianG269Z+bVNvsfszRKOWnxllUFYIZYTNAJcQ4dNnQdL25o7Sj7V8fHyFsIuy5XIbe2V2uR1ft17qDlWd9/+T+KZozLkeXj85UcpwfNzQkJ7eHygUL5Cwr0zuvvKJLZ8+WIyPjs9FNP8vtHafrp/TV9VP6qqXVpTX7j2v5jlK9taNMFXWnX++55UiVthyp0m9e/0QXD+mjr0zM09Th6RypFIJcLkM//PcWbTlSZWr/0vgczRmfY01RCHqEzQD2lYm5prC55UiVdpbUaHiW58HPQKhraXXplS3Femx14Vmnyvun9dJXJ+Zp9rhs5SR3/fxKr7LZpNRUNWZkSKmplgVNd1GRdl08pH1X+v9eNUobD5/Q8u2lWra99LTHQbkM6Z3dx/TO7mNKjnNozrgcfXlCrkbl+HaEFv7zf2/t1uvbSkxt+Slx+vVVHHOE7iNsBrCLh/RRZmKMSms+O2T62XWHtfiqURZWBfhXQ0urln50WE+8f+CMB65H2G2aPjxDXz+/rz43MJVbdLogwm7TpH4pmtQvRT+/Yrg2Hj6hlzcX6/WtJTpe39Lp11Q1OPXUhwf11IcHNSIrUddOyddV47KVGMO68mD174+P6KF3C01tCdGRevyGiUrg9xU9QNgMYJERdn1lYq4efHtfR9uLm47qzsuHcz0YQl6Ts03/WHtIj6wqNN1B7i4jMVrXTs7X1yblKzOJ9YQ9ZbPZNKFviib0TdEvvzhCH+yr0CtbivXm9tLTrov9pKRGv3xpu373+k7NHputa6fka2xuErvZg8iH+yr0M7cNQRF2m5Zcf56GZiZYVBVCBWEzwH11Yp7+/M6+js2sNU2tWra9RF8an2ttYYCPNLe26d/rj+jP7+w747mRg9PjdcvFAzV7bLaiItkd6wuOCLsuGZquS4am63+vatUb20r0nw1F+uhA52tlG51t+tfHR/Svj49oeFairp+SrznjcxQfzR81gWxfeZ2++48NpoPbJenXV43URUP6WFQVQgn/BQhweSlx+vygNL2397M7aZ9dd4SwiZDT2ubS8xuL9MDKfWe8QnJSv9767sUDdenQdKbK/ahXdKS+MjFPX5mYp0PH6/X8hiI9v/HoaX+vdpbU6Bcvbdc9y3bp6vNy9PXz+2pIBiNkgeZ4XbO+9dR6jzNpb76wv66f0teiqhBqCJtB4GuT8k1h86MDldp/rE4D+sRbWBXgPav2HNNvX//kjBt/Lh3aR7deNkgT+qb4sTJ0pm9qLy2cMVS3Txui9/dV6J8fHdaKnWUdt56dqq65VX9bc0h/W3NIk/un6Bvn99XMkZmMRgeAY7XNuv4va3W40nxD0IwRGfrprOEWVYVQRNgMAtNGpCulV5QqT1mo/6/1R3Tn5fzHAMFtd2mtfvvGTtMFBu4uGJSqhdOHakLf3n6sDOciwm7r2NFeXtOk5zYU6Z/rDqvoROejnesOVGrdgUr1SYjWdZPzdd2UfGUkss7WCqXVTbruL2u1/1i9qX10TpLu+9o4RTBrAC8ibAaB6MgIzT0vR4+/d6Cj7fmNRfrhjKGMDiAoHatt1r0r9uhf6w+rk8EwSdLkfilaOGOIzh+Q6t/i0C3piTGaf+kgfe/igXpvX4X+sfaQVu4s6/T391hts+5fuVdL3tmnL4zK1LzP9dPEvr3ZUOQnR6sadd3ja3XI7c7znORYPTFvouKiiAbwLn6igsQ1k/JNYbOirkUrd5Zp1ugsC6sCuqa1zaW/rTmkP63Y43E7yUnDsxJ156xhunBwGuEjCNlPGe08WtWof350WM+uP9zpiQKtLkOvbS3Ra1tLNCwzQfM+109zxuUoNorTNnzl8PEGXfv4Wo+1tvkpcVp68xSlM9IMHyBsBolB6fGa1K+31h880dH27PojhE0EjfUHK/XLl7ZrV2ltp6+nJ0TrRzOHau55uUzhhYic5Fj9aOZQ3TZ1sN7cUaq/rzlo+m/YqXaV1urOF7bp7jd26qsT8/SNgr7qm8qd7N60/1idrv/LRx7n1Q5I66Vnbp6irCSLL0BAyCJsBpGvTco3/Yd69d5jKjrRoNze3FWLwHWstll3L9upFzYe7fT1WEeEbrl4gL5z0QCm70JUVKRds8dma/bYbH1SXKO/rz2oFzcdVZPT5fHemqZW/eX9A3rigwO6ZEgf3VDQTxcP6cPJAz308cFKffcfGz2uJR2cHq9nbp7CnffwKRb8BZHLR2cpIeazP4wNQ/r3x0UWVgScnstl6B9rD+myP7572qA597xcvfs/l+gH04YQNMPEiOxE3X31GH105zT94orhyk/p/C/LxqdXY9741Hpd/H/v6JFVhaZNkmdlGFJFhWLLyqSKCnUcVhxmDMPQUx8c0NceW+sRNIdnJerZ75xP0ITPETaDSGxUhOaMyzG1PffxEbW2eY4OAFbaV16nax5bo1+8tF21TZ5rM4dlJui57xboj18dy27kMJUU59C3Lxygd390iZ785iRdMvT0h4cfqWzUPct26fy7V2rhvzZr4+ETMk4XHquqpPvvlwYPliM7WzNuuUWO7Gxp8OD29qoqn/zzBKLGljbd8a/NWvTqJx4Hto/JTdI/b56i1Phoi6pDOGEoIch8bXKe/r72UMdzSXWT3vqkTJezdhMBoKXVpUdXFerBt/eppZO/BCVER2rhjCH6xvl9FRnB33XRvqHo0mHpunRYug5W1Ovvaw/puY+PeBwyLrX/fL2w6ahe2HRUwzITdN2UfF01LkdJsZ/e2718uTR3rtTQ4PG12r9fuuMO6ec/l55/Xpo508f/ZNY6dLxet/x9Q6drpC8cnKYl15/HPfbwG8JmkBmZnaSxecnacqSqo+3x9/YTNmG5LUeq9JPnt552A9Cccdn62eXD2e2K0+qX1ku//OII/XDGEL28uVh/X3NIn5TUdPreXaW1+tXLO/S7N3bqi2OydUvjXg361tdkM4zOp8xPtjU2SldcIb3+ekgGTsMw9Ob2Uv3k+a2dBvZbLx2kO6YPYRMe/IqwGYS+/fn+WvDPTR3Pmw5XacOhSm5WgSWanG3603/36PHV+zs9UzEvJVZ3f2mMPj84zf/FISjFRUXq2sn5+tqkPG08XKV/rD2k17eWdDpa3uR06a0PdmnxQ9+U4XK1h80zcbkku719BLSoSEpO9s0/hAWOVDZo0Ss7tHJXucdrCdGR+uNXx2rGyEwLKkO4I2wGoVmjMpWTHGs6J+3x1Qc04RuETfjXtqJqLfz3Zu0t97xm0m6Tvn3hAP1g2mA2/6BbbDabJvTtrQl9e+sXVwzXcxuK9MxHh3Sk0nxG5NztKxXrbJZd57gJyOVqn2r/29+k227zQeX+5Wxz6S/vHdD9K/d0usN/cHq8Hv3GBK44hmVYNBWEIiPsuvGCfqa25Z+U6tDx+s6/APCyllaX7l2xR3Me+qDToDksM0Evzb9AP7t8OEETXpEaH63vXjxQq350qf5+02RdPjpTkXabZBiat+FV6VyD5qkeeCDod6mvP1ipKx54T//vzV2dBs0rxmTppfkXEDRhKf4UCFLXTMrT/f/d23ELi2FIT35wUItmj7S4MoS6XaU1WvivLZ2upYuKsOv2aYP1nYsGyMEGIPiA3W7ThYP76MLBfXSstlmvvr1F/X5f2vVvZBhSYaFUWSmlBteVqIZh6MPC43pkVaHe21vR6XvS4qP1yy8O1+yx2dzEBcsRNoNUQoxDX5ucZ7rC8t8fH9Ed04YoKY4dhvA+l8vQX97fr/9bvqfTtXMjsxN171fHaWhmggXVIRz1SYjWt8am9+h7vL9xvyZcnBwUV2S2udo3/zyyqlDbjlZ3+h6bTfr6lL760cyhn+3SByxG2Axi37ygv/76wUG1fboro6GlTc+sO6TvXzLI4soQaoqrGvXDf2/Rmv3HPV6LtNt062WDNP/SQYxmwv/iezY9fOtr+9S4qkIFA1M1dVi6Lh6SrryU2IAaDSw60aA3t5fqH2sP6eDxTo51+tTI7ET99kujNS4v2X/FAeeAsBnEcpJjdfnoLL26pbij7ekPD+rbnx+gqEj+0Id3vLa1WD97YVunx6gMzUjQH786VqNykiyoDFD7FPjAge3naHZh/aVLNh1OzlBVTILU6tK7u4/p3d3HJO1QZmKMJvdP0ZQBKZrSP0UD+8T7PXzuP1anZdtL9eb20tOOYp6U2itK8y8dpBsKOL8WgYmwGeRuvrC/KWyW1TTrta3Fuvq8XAurQiiobXLqrpd36IVNnldN2mzSdy4aoIXThyg6MvCnHxHCbDZpwYL2A9u76KkJs9u/3k1pTZNe2VKsVz79b2tKryiNzE7U8KxEDctM0NDMBA1Kj/faz36Ts027S2u1vbha249Wa8OhE9pT5rnxzl3f1DjdfOEAfXlCrmIc/HuIwEXYDHJjcpM1uV+K1h2s7Gh7/L0D+tL4nICaBkJw2XT4hG57dpPHETOSlJ0Uo3uvGafzBwTXpgqEsHnz2m8GamxsP9boLAy7XW1RMTr8xbmKKG/tWIp0OpX1LXpvb4VpM06E3aa+KXHKTIpRRmKM0hOjlZHQ/v97RUcowm5ThN2mSLtdEfb2QdfK+hYdr2/R8brmT/+3RfvK67SnrNbjOskzGZWTqO9ePFCzRmVxODuCAmEzBHz7wv6msLmzpEYfFh7XBYM4RBtd43IZenT1fv3xrd2d/uE3e2y2/nfOKDYeILAkJ7dfQXnFFe0Htp8pcNrtstlscrz8ov46Y4aqG51aveeY3t5VrtV7jul4fcs5fWSby9D+inrtr/DPkXPJcQ7NGJGhOeNyVDAwlcEEBBXCZgiYNjxD/dN66cAp/9F7ZFUhYRNmhiFVVCi2rEyqqJAyM01TiOW1Tfrhv7d0epRKQnSk/nfOKM0Zn+PPioFzN3Nm+xWUp96NfuoazpM/67Gx0gsvSDNmSJKSYh26cmy2rhybLcMwVHisXusOVGrdgeP66EClSqqb/PwP8pm0+GjNHJmhy0dnaUr/FNZjImgRNkOA3W7Ttz7fX798aXtH23t7K7TuQKUm9+dWobBXVSU9/bT04INyFBZqhiTdckv7pooFC6R587Sq3Kkf/nuzKuo8R3Um9u2tP10zTnkpcf6uHOiamTPbr6D829/aD2wvLPzstQED2m8LmjdPSup8Q5vNZtOg9HgNSo/XdVPyZRiGik40amtRtXaV1mhnSa12l9V0urzEGwak9dKonCSNzknS+Pxkjc/vzTQ5QgJhM0R8+bxcPbByr47VNne0/d9bu/Wv75zPdEs4W77cPNJzqv37Zdxxh5w/vVNPXPlTVQyYYHrZZpMWXDpIt00dzIgKgkdycnuoXLBAzrIyvfPKK7p09mw5MjI63Qx0JjabTXkpccpLidMVY7I62mubnNpTVqeiEw0qr2lWWU2TSmuaVF7TrPLaJjW3utTmMtTmMtTqMuRyGXIZhpLjopQWH6XU+Gil9mr/34zEaI3IStSI7EQlxLA8BaGJsBkiYqMidOulg3TXKzs62tYdqNT7+yp04eA+FlYGyyxf3r6GzTA6PxLGMGSTFNHUpCf/s1g3fvkurf40cGYkRuu+a8arYCCbgBCkbDYpNVWNGRntxyN58S/dCTGOjjvbAZyd14crFi1aJJvNZvo1bNgwb38MOvG1yXnKTooxtf3fW3tkBPndv+iGqqr2EU3DOOvu3Ai1h9GHX7pbiU11mjY8Xctuv4igCQDwCp/MjY0cOVIlJSUdv95//31ffAzcREdG6Lapg01tW45UaeXOcosqgmWefrp96vwcjoGR2gNnrLNZj+kTPX7DRKX0ivJxgQCAcOGTsBkZGanMzMyOX2lp7Ir2l7kTctU31byR448r9sjVhTPcEOQMQ3rwwS5/mc0mnf/aM2KFLwDAm3yyZnPv3r3Kzs5WTEyMCgoKdPfddys/P7/T9zY3N6u5+bNNLTU1NZIkp9Mpp9Ppi/I8nPwcf32ery24ZIB+9PxnO9N3ltTo1c1Funx0poVVmYVanweUigo5Tt2Fe45shiEVFspZVta+xg1ew8+7Neh3a9Dv1vB3v3flc2yGlxf0LVu2THV1dRo6dKhKSkq0ePFiHT16VNu3b1dCQoLH+xctWqTFixd7tC9dulRxcRy10h0uQ/p/WyJU2vjZGFV6jKGfjmtTBMNWIS+2rEwzbrml21//1qOPtm+qAADgNBoaGnTdddepurpaiYmJZ3yv18Omu6qqKvXt21f33nuvbrrpJo/XOxvZzMvLU0VFxVmL9xan06kVK1Zo+vTpcjhC4+iJN3eUacGzW0xtv796lL40PtuiisxCsc8DRkWFHNnd/312lpQwsull/Lxbg363Bv1uDX/3e01NjdLS0s4pbPr86KPk5GQNGTJE+/bt6/T16OhoRUdHe7Q7HA6//5Ba8Zm+csWYHD2y+oB2FNd0tD34bqG+NCFPjgA6MzGU+jxgZGaqMb+fog8fkl1d+LukzSYNGNCt8whxbvh5twb9bg363Rr+6veufIbPU0ddXZ0KCwuVlZV19jfDa+x2m344Y4ip7Uhlo55Ze8iiiuAPLpehB9/epz8Mnt69b3DbbQRNAIBXeT1s/uhHP9KqVat08OBBffjhh/rSl76kiIgIXXvttd7+KJzFpUPTdV5+sqntjyv2mG4ZQuiorG/RjU+t1x9X7NF/Rk1VoyNabee6t9xul+LipBtu8G2RAICw4/WwWVRUpGuvvVZDhw7VV7/6VaWmpmrt2rXq04dbbPzNZrPpJ18wH6hf29Squ5fttKgi+MrGwyf0xQfe06o9xyRJNTHx+t6cOyWbTa6zjVTa7e2jmS+80H7VHwAAXuT1sPnss8+quLhYzc3NKioq0rPPPquBAwd6+2NwjqYMSNWccebNIi9sPKp1ByotqgjeZBiG/vr+AX31kTUqrm4yvfb+wAl6/Z6/yBYX1x4m3UPnybbYWOmNN6QZM/xYOQAgXATOThH4zM+uGK6EaPNesF+9vF2tbed2uwwCU02TU/OXbtSvX/tErW6H9qfFR+uZb5+v2T++UbaiIum++6QBA8zfYMCA9vajRwmaAACfIWyGgfSEGN0x3bxZaFdprZ5ew2ahYLWjuFqzH3xfb2wr9XhtSv8UvXHb5z+72zw5uX3jz969cpaU6K1HH20/3mjv3vb2pCT/Fg8ACCuEzTBxQ0FfDcs0H6r/pxV7VF7TdJqvQCAyDEPPrjusLz30oQ4eb/B4/fuXDNQz356i9MQYzy+22aTU1PYD21NT2XUOAPALwmaYiIyw6zdzRpna6ppb9bs32CwULBpaWvXDf2/RT1/YppZW8xKIpFiHnpg3UT/+wjBFBtA5qgAA8KdSGJnYL0VfnpBrantpc7HWFB63qCKcq33ltZqz5AO9sOmox2tj85L1+m2f19ThXDEJAAg8hM0w89NZw5QY47lZqLm1zaKKcDbPbyjSlQ9+oD1ldR6v3XhBPz13S4Fye8dZUBkAAGdH2AwzafHR+p+ZQ01te8vr9Ps3d1tUEU6noaVVP3pui3743BY1Os1/GYiPjtRD15+nu64cqahI/jUGAAQu/pQKQ9dN6atROYmmtifeP6DVnx4IDuvtKavVVX/+QP/ZUOTx2vCsRL224PO6fDRXwAIAAh9hMwxF2G3641fGeYyI/fC5LTpex1WWVjIMQ//++Ihm//l97S33nDa/fkq+Xvz+59QvrZcF1QEA0HWEzTA1NDNBP5tlvsryWG2zfvL8VhmGcZqvgi/VNjl1+7Ob9eP/bFWT07zbPD46Ug9eO16//dJoxTgiLKoQAICuI2yGsXmf66dLh5rvrP/vznL946PDFlUUvjYfqdLlD7ynV7YUe7w2Mrt92vzKsdmdfCUAAIGNsBnGbDabfv/lsUqLjzK1/+a1T7S3rNaiqsKLy2XokVWF+vLDH+pIZaPH6984v6+e/x7T5gCA4EXYDHN9EqL1hy+PNbU1t7p027ObOQ7Jx8prmnTDX9fpnmW7PO42T4xp323+v3NGMW0OAAhqhE3o0mHp+ubn+pnadpbU6Levc7uQr7y5vVQz71ut9/dVeLw2sW9vvXH7hew2BwCEhMizvwXh4KezhmlN4XHtPmX6/G9rDql/Wi/deEF/CysLLXXNrVr8yg4918mRRjabtODSQbpt6mCunAQAhAz+RIMkKcYRofuv9TwO6devfaIVn5RZVFVo+fhgpWbdv7rToJmZGKOl3z5fC2cMJWgCAEIKf6qhw7DMRP1+7hhTm2FIt/1zk7YVVVtUVfBraXXpD8t36auPrul0E9AXRmZq2e0XqmBgqgXVAQDgW4RNmMwZn6M7pg0xtTU62/Stp9fraJVnUMKZbSuq1uw/v68l7xTKbQ+Q4qMj9X9fGauHv36eeveK6vwbAAAQ5Aib8HDb1EGae16uqe1YbbO+9eR61TQ5LaoquDS3tukPy3dpzkMfaFep5zFSk/r11rLbL9SXJ+TKZrNZUCEAAP5B2IQHm82mu68erYIB5mnd3WW1mv/MRjnbXKf5SkjtB7R/8YH20cw2t+FMR4RNP/7CUD37nQLlpcRZVCEAAP5D2ESnoiLteuTrEzSwj/kw8ff2VuiWv29Qk5MzON01tLTqd2/s1NUPfdDpvebDsxL14vcv0PcvGaQIO6OZAIDwQNjEaSXFOfTUjZM9bhh6e1e5bvjrOtUypS5JMgxDy3eUatofV+mx1fs91mY6Imy6Y9oQvTz/Ao3KSbKmSAAALELYxBnlpcTp8RsmKtbtFpt1Byp13eMfqbK+xaLKAsORygbd9PTHuuXvG1Rc3eTx+qicRL264PO6fdpgj2OlAAAIB/zph7Man99b//j2ZCXGmO8A2Ha0Wl99dI1KqsNvl3pza5uWvLNP0/+0Sm/vKvd4PSrCrv+ZOVQvfv8CDctMtKBCAAACA2ET52RC3xQ9+50Cjyn1feV1+vLDa3Swot6iyvzLMAy9vrVE0+9drT8s360mp+dmqc8NTNUbt1+o+ZcOkoMD2gEAYY4/CXHORmQn6rnvfk45ybGm9qNVjZrz0Ad6a0epRZX5x8cHK3X1wx9q/tKNOlzZ4PF6Wny07v/aOD3z7SkalB5vQYUAAAQewia6pH9aL/3newUeu9SrGpz6zt836K6Xt4fcTvUDFfX67t836MuPrNGmw1Uer9ts0ryCvlr5w4t11bgczs0EAOAUkWd/C2CWlRSrf99SoHlPrtP2ozWm155ec0gfHajUg9eO1+CMhM6/gWFIFRWKLSuTKiqkzMz2xBZg9h+r08PvFurFTUfV6r7F/FPj85P169mjNDqXXeYAAHSGkU10S2p8tP558/m6YnSWx2u7Smt15Z/f19KPDsswTglpVVXS/fdLgwfLkZ2tGbfcIkd2tjR4cHt7VZXf6j+TXaU1WvDPTZp27yo9t6Go06DZNzVOD11/nl743ucImgAAnAEjm+i2hBiH/nzdeF24Pk2LXt1h2izT5HTpZy9u00ubjuons4Zqwq710ty5UoPnWkft3y/dcYf0859Lzz8vzZzpx3+KdoZhaOPhKj2yqlArPik77fuS4xy67bLB+vr5fTnKCACAc0DYRI/YbDZ9bXK+JvbrrVuXbvK4B3zdwUrd/z9/1pPPL5Zdks3oZDr6ZFtjo3TFFdLrr/stcNY0OfXypqN65qPDnd5hflKMw655Bf30/UsHKSnW4ZfaAAAIBYRNeMWg9AS9NP8C3f3GTj295lBHe2JTnR5+6W7JZcimztc9dnC5JLu9fQS0qEhKTvZJrYZhaEtRtZZ+dEivbilR4xk2NMVHR+obBX110+f7Ky0+2if1AAAQygib8JoYR4QWXzVKFw7uo7te2aGjVY2au32lYp3Nsp8taJ7kcrVPtf/tb9Jtt3mtttY2l9YdrNR/PynXip2lOlJ55oPok2Id+tYF/fXNz/VTUhwjmQAAdBdhE143bUSGLhySpmfWHNL0x2+WzjVonuqBB6QFC7q9S90wDB063qAtRVV6d/cxvb2rXNWNZ7/LPS8lVl+f0lfXn99X8dH86wEAQE/xpyl8IjoyQt8anihVlnT9iw1DKizUho371G9ovuJjIhUdGdHpWxtaWnW8rkWV9S06cqJB245Wa1tRtbYfrVZNU+s5fVyE3abpwzN03ZR8fX5Qmuz2wDuGCQCAYEXYhO/U1fXoy2//y3sqSsqQJDkibIqPjlSv6EjFRUWovrlNx+ubO70u8lzl9o7V1ybl6asT85SeGNOjWgEAQOcIm/Cd+J5d2VgX9dm1mM42QycanDrRcPap8DMZlZOoacMzNH1EhkZkJXLbDwAAPkbYhO+kpkoDB7afo9nZkUen4ZJNh5MzVBVzmhuIulJCryiNyU3SpcPSNW14hrLd7nUHAAC+RdiE79hs7Zt87rijy1+27NKvKjLCftprIt05ImxK7RWtoZkJGp2TpFE5SRqTm6SspBhGLwEAsBBhE741b177zUCNje3HGp2N3S5bbKy+99fF+lZ8gqobnKprblV9c9un/9uq+pZWxUVFKqVXlFJ7RSklPkoJ0ZGESgAAAhBhE76VnNx+BeUVV7Qf2H6mwGm3tw9rvvCClJysaEnpiRFK91etAADA67jcGb43c2b7FZSxse1h0n0E8mRbbKz0xhvSjBnW1AkAALyOsAn/mDmz/QrK++6TBgwwvzZgQHv70aMETQAAQgzT6PCf5OT2KygXLJCzrEzvvPKKLp09W46MjG7fFAQAAAIbI5vwP5tNSk1VY0ZG+/FIBE0AAEIWYRMAAAA+Q9gEAACAzxA2AQAA4DOETQAAAPgMYRMAAAA+Q9gEAACAzxA2AQAA4DOETQAAAPgMYRMAAAA+Q9gEAACAzxA2AQAA4DOETQAAAPgMYRMAAAA+Q9gEAACAz/gsbC5ZskT9+vVTTEyMpkyZonXr1vnqowAAABCgfBI2//Wvf2nhwoW66667tHHjRo0dO1YzZ85UeXm5Lz4OAAAAAconYfPee+/VzTffrBtvvFEjRozQI488ori4OP31r3/1xccBAAAgQEV6+xu2tLRow4YNuvPOOzva7Ha7pk2bpjVr1ni8v7m5Wc3NzR3PNTU1kiSn0ymn0+nt8jp18nP89Xmgz61Cv1uDfrcG/W4N+t0a/u73rnyOzTAMw5sfXlxcrJycHH344YcqKCjoaP/xj3+sVatW6aOPPjK9f9GiRVq8eLHH91m6dKni4uK8WRoAAAC8oKGhQdddd52qq6uVmJh4xvd6fWSzq+68804tXLiw47m6ulr5+fkqKChQQkKCX2pwOp165513dOmll8rhcPjlM8MdfW4N+t0a9Ls16Hdr0O/W8He/19bWSpLOZczS62EzLS1NERERKisrM7WXlZUpMzPT4/3R0dGKjo7ueD45jd6/f39vlwYAAAAvqq2tVVJS0hnf4/WwGRUVpQkTJmjlypWaM2eOJMnlcmnlypW69dZbz/r12dnZOnLkiBISEmSz2bxdXqdqamqUl5enI0eOnHUoGN5Bn1uDfrcG/W4N+t0a9Ls1/N3vhmGotrZW2dnZZ32vT6bRFy5cqHnz5mnixImaPHmy7rvvPtXX1+vGG28869fa7Xbl5ub6oqyzSkxM5F8MP6PPrUG/W4N+twb9bg363Rr+7PezjWie5JOwec011+jYsWP61a9+pdLSUo0bN05vvvmmMjIyfPFxAAAACFA+2yB06623ntO0OQAAAEIXd6OrfZPSXXfdZdqoBN+iz61Bv1uDfrcG/W4N+t0agdzvXj9nEwAAADiJkU0AAAD4DGETAAAAPkPYBAAAgM8QNgEAAOAzhE0AAAD4TNiHzSVLlqhfv36KiYnRlClTtG7dOqtLCnmrV6/WlVdeqezsbNlsNr300ktWlxTy7r77bk2aNEkJCQlKT0/XnDlztHv3bqvLCnkPP/ywxowZ03GjR0FBgZYtW2Z1WWHnnnvukc1m0w9+8AOrSwlpixYtks1mM/0aNmyY1WWFhaNHj+rrX/+6UlNTFRsbq9GjR+vjjz+2uqwOYR02//Wvf2nhwoW66667tHHjRo0dO1YzZ85UeXm51aWFtPr6eo0dO1ZLliyxupSwsWrVKs2fP19r167VihUr5HQ6NWPGDNXX11tdWkjLzc3VPffcow0bNujjjz/WZZddpquuuko7duywurSwsX79ej366KMaM2aM1aWEhZEjR6qkpKTj1/vvv291SSHvxIkTuuCCC+RwOLRs2TJ98skn+uMf/6jevXtbXVqHsD5nc8qUKZo0aZL+/Oc/S5JcLpfy8vK0YMEC/fSnP7W4uvBgs9n04osvas6cOVaXElaOHTum9PR0rVq1ShdddJHV5YSVlJQU/eEPf9BNN91kdSkhr66uTuedd54eeugh/eY3v9G4ceN03333WV1WyFq0aJFeeuklbd682epSwspPf/pTffDBB3rvvfesLuW0wnZks6WlRRs2bNC0adM62ux2u6ZNm6Y1a9ZYWBnge9XV1ZLagw/8o62tTc8++6zq6+tVUFBgdTlhYf78+briiitM/52Hb+3du1fZ2dkaMGCArr/+eh0+fNjqkkLeK6+8ookTJ+orX/mK0tPTNX78eD3++ONWl2UStmGzoqJCbW1tysjIMLVnZGSotLTUoqoA33O5XPrBD36gCy64QKNGjbK6nJC3bds2xcfHKzo6Wt/97nf14osvasSIEVaXFfKeffZZbdy4UXfffbfVpYSNKVOm6KmnntKbb76phx9+WAcOHNCFF16o2tpaq0sLafv379fDDz+swYMHa/ny5fre976n2267TU8//bTVpXWItLoAAP41f/58bd++nbVUfjJ06FBt3rxZ1dXV+s9//qN58+Zp1apVBE4fOnLkiG6//XatWLFCMTExVpcTNmbNmtXx/8eMGaMpU6aob9+++ve//82yER9yuVyaOHGifve730mSxo8fr+3bt+uRRx7RvHnzLK6uXdiObKalpSkiIkJlZWWm9rKyMmVmZlpUFeBbt956q1577TW98847ys3NtbqcsBAVFaVBgwZpwoQJuvvuuzV27Fjdf//9VpcV0jZs2KDy8nKdd955ioyMVGRkpFatWqUHHnhAkZGRamtrs7rEsJCcnKwhQ4Zo3759VpcS0rKysjz+8jp8+PCAWsIQtmEzKipKEyZM0MqVKzvaXC6XVq5cyXoqhBzDMHTrrbfqxRdf1Ntvv63+/ftbXVLYcrlcam5utrqMkDZ16lRt27ZNmzdv7vg1ceJEXX/99dq8ebMiIiKsLjEs1NXVqbCwUFlZWVaXEtIuuOACj6Ps9uzZo759+1pUkaewnkZfuHCh5s2bp4kTJ2ry5Mm67777VF9frxtvvNHq0kJaXV2d6W+6Bw4c0ObNm5WSkqL8/HwLKwtd8+fP19KlS/Xyyy8rISGhY11yUlKSYmNjLa4udN15552aNWuW8vPzVVtbq6VLl+rdd9/V8uXLrS4tpCUkJHisR+7Vq5dSU1NZp+xDP/rRj3TllVeqb9++Ki4u1l133aWIiAhde+21VpcW0u644w597nOf0+9+9zt99atf1bp16/TYY4/pscces7q0zxhh7sEHHzTy8/ONqKgoY/LkycbatWutLinkvfPOO4Ykj1/z5s2zurSQ1Vl/SzKefPJJq0sLad/61reMvn37GlFRUUafPn2MqVOnGm+99ZbVZYWliy++2Lj99tutLiOkXXPNNUZWVpYRFRVl5OTkGNdcc42xb98+q8sKC6+++qoxatQoIzo62hg2bJjx2GOPWV2SSVifswkAAADfCts1mwAAAPA9wiYAAAB8hrAJAAAAnyFsAgAAwGcImwAAAPAZwiYAAAB8hrAJAAAAnyFsAgAAwGcImwAAAPAZwiYAAAB8hrAJAAAAn/n/4jOmPaWGcnoAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize= (8, 8))\n", + "ax.plot(x, y, lw =3)\n", + "ax.scatter([1, 2, 3, 4, 5], [2, 5, 8, 6, 9], s= 100, color = 'red', zorder = 3)\n", + "ax.grid()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Solving The System of Linear Equations By NumPy " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Set up the system $A x = b$, generate a random $A$ and $b$" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "A = np.round(10 * np.random.rand(5, 5))\n", + "b = np.round(10 * np.random.rand(5,))" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 1.025, -0.421, 0.078, 0.045, 0.286])" + ] + }, + "execution_count": 90, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x = np.linalg.solve(A, b);x" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's verify if $ Ax = b$" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0., 0., -0., -0., 0.])" + ] + }, + "execution_count": 91, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "A@x - b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "They are technically zeros, due to some round-off errors omitted, that's why there is $-$ in front $0$." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.0" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Chapter 10 -Null Space vs Col Space, Row Space and Rank.ipynb b/notebooks/Chapter 10 -Null Space vs Col Space, Row Space and Rank.ipynb similarity index 100% rename from Chapter 10 -Null Space vs Col Space, Row Space and Rank.ipynb rename to notebooks/Chapter 10 -Null Space vs Col Space, Row Space and Rank.ipynb diff --git a/Chapter 11 - Linear Transformation.ipynb b/notebooks/Chapter 11 - Linear Transformation.ipynb similarity index 100% rename from Chapter 11 - Linear Transformation.ipynb rename to notebooks/Chapter 11 - Linear Transformation.ipynb diff --git a/Chapter 12 - Eigenvalues and Eigenvectors.ipynb b/notebooks/Chapter 12 - Eigenvalues and Eigenvectors.ipynb similarity index 100% rename from Chapter 12 - Eigenvalues and Eigenvectors.ipynb rename to notebooks/Chapter 12 - Eigenvalues and Eigenvectors.ipynb diff --git a/Chapter 13 - Diagonalization.ipynb b/notebooks/Chapter 13 - Diagonalization.ipynb similarity index 100% rename from Chapter 13 - Diagonalization.ipynb rename to notebooks/Chapter 13 - Diagonalization.ipynb diff --git a/Chapter 14 - Applications to Dynamic System.ipynb b/notebooks/Chapter 14 - Applications to Dynamic System.ipynb similarity index 100% rename from Chapter 14 - Applications to Dynamic System.ipynb rename to notebooks/Chapter 14 - Applications to Dynamic System.ipynb diff --git a/Chapter 15 - Innear Product and Orthogonality.ipynb b/notebooks/Chapter 15 - Innear Product and Orthogonality.ipynb similarity index 100% rename from Chapter 15 - Innear Product and Orthogonality.ipynb rename to notebooks/Chapter 15 - Innear Product and Orthogonality.ipynb diff --git a/Chapter 16 - Gram-Schmidt Process and QR Decomposition.ipynb b/notebooks/Chapter 16 - Gram-Schmidt Process and QR Decomposition.ipynb similarity index 100% rename from Chapter 16 - Gram-Schmidt Process and QR Decomposition.ipynb rename to notebooks/Chapter 16 - Gram-Schmidt Process and QR Decomposition.ipynb diff --git a/Chapter 17 - Symmetric Matrices , Quadratic Form and Cholesky Decomposition.ipynb b/notebooks/Chapter 17 - Symmetric Matrices , Quadratic Form and Cholesky Decomposition.ipynb similarity index 100% rename from Chapter 17 - Symmetric Matrices , Quadratic Form and Cholesky Decomposition.ipynb rename to notebooks/Chapter 17 - Symmetric Matrices , Quadratic Form and Cholesky Decomposition.ipynb diff --git a/Chapter 18 - The Singular Value Decomposition.ipynb b/notebooks/Chapter 18 - The Singular Value Decomposition.ipynb similarity index 100% rename from Chapter 18 - The Singular Value Decomposition.ipynb rename to notebooks/Chapter 18 - The Singular Value Decomposition.ipynb diff --git a/Chapter 19 - Multivariate Normal Distribution.ipynb b/notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb similarity index 100% rename from Chapter 19 - Multivariate Normal Distribution.ipynb rename to notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb diff --git a/Chapter 2 - Basic Matrix Algebra.ipynb b/notebooks/Chapter 2 - Basic Matrix Algebra.ipynb similarity index 100% rename from Chapter 2 - Basic Matrix Algebra.ipynb rename to notebooks/Chapter 2 - Basic Matrix Algebra.ipynb diff --git a/Chapter 3 - Determinant.ipynb b/notebooks/Chapter 3 - Determinant.ipynb similarity index 100% rename from Chapter 3 - Determinant.ipynb rename to notebooks/Chapter 3 - Determinant.ipynb diff --git a/Chapter 4 - LU Factorization.ipynb b/notebooks/Chapter 4 - LU Factorization.ipynb similarity index 100% rename from Chapter 4 - LU Factorization.ipynb rename to notebooks/Chapter 4 - LU Factorization.ipynb diff --git a/Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication.ipynb b/notebooks/Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication.ipynb similarity index 100% rename from Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication.ipynb rename to notebooks/Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication.ipynb diff --git a/Chapter 6 - Linear Combination.ipynb b/notebooks/Chapter 6 - Linear Combination.ipynb similarity index 100% rename from Chapter 6 - Linear Combination.ipynb rename to notebooks/Chapter 6 - Linear Combination.ipynb diff --git a/Chapter 7 - Linear Independence.ipynb b/notebooks/Chapter 7 - Linear Independence.ipynb similarity index 100% rename from Chapter 7 - Linear Independence.ipynb rename to notebooks/Chapter 7 - Linear Independence.ipynb diff --git a/Chapter 8 - Vector Space and Subspace.ipynb b/notebooks/Chapter 8 - Vector Space and Subspace.ipynb similarity index 100% rename from Chapter 8 - Vector Space and Subspace.ipynb rename to notebooks/Chapter 8 - Vector Space and Subspace.ipynb diff --git a/Chapter 9 - Basis and Dimension.ipynb b/notebooks/Chapter 9 - Basis and Dimension.ipynb similarity index 100% rename from Chapter 9 - Basis and Dimension.ipynb rename to notebooks/Chapter 9 - Basis and Dimension.ipynb diff --git a/linAlgVis.py b/notebooks/linAlgVis.py similarity index 97% rename from linAlgVis.py rename to notebooks/linAlgVis.py index 9d7f64f..d0a8a66 100644 --- a/linAlgVis.py +++ b/notebooks/linAlgVis.py @@ -1,205 +1,205 @@ -import matplotlib.pyplot as plt -import numpy as np -import numpy -def linearCombo(a, b, c): - '''This function is for visualizing linear combination of standard basis in 3D. - Function syntax: linearCombo(a, b, c), where a, b, c are the scalar multiplier, - also the elements of the vector. - ''' - fig = plt.figure(figsize = (10,10)) - ax = fig.add_subplot(projection='3d') - - ######################## Standard basis and Scalar Multiplid Vectors######################### - vec = np.array([[[0, 0, 0, 1, 0, 0]], # e1 - [[0, 0, 0, 0, 1, 0]], # e2 - [[0, 0, 0, 0, 0, 1]], # e3 - [[0, 0, 0, a, 0, 0]], # a* e1 - [[0, 0, 0, 0, b, 0]], # b* e2 - [[0, 0, 0, 0, 0, c]], # c* e3 - [[0, 0, 0, a, b, c]]]) # ae1 + be2 + ce3 - colors = ['b','b','b','r','r','r','g'] - for i in range(vec.shape[0]): - X, Y, Z, U, V, W = zip(*vec[i,:,:]) - ax.quiver(X, Y, Z, U, V, W, length=1, normalize=False, - color = colors[i] ,arrow_length_ratio = .08, pivot = 'tail', - linestyles = 'solid',linewidths = 3, alpha =.6) - - #################################Plot Rectangle Boxes############################## - dlines = np.array([[[a, 0, 0],[a, b, 0]], - [[0, b, 0],[a, b, 0]], - [[0, 0, c],[a, b, c]], - [[0, 0, c],[a, 0, c]], - [[a, 0, c],[a, b, c]], - [[0, 0, c],[0, b, c]], - [[0, b, c],[a, b, c]], - [[a, 0, 0],[a, 0, c]], - [[0, b, 0],[0, b, c]], - [[a, b, 0],[a, b, c]]]) - colors = ['k','k','g','k','k','k','k','k','k'] - for i in range(dlines.shape[0]): - ax.plot(dlines[i,:,0], dlines[i,:,1], dlines[i,:,2], lw =3, ls = '--', color = 'black', alpha=0.5) - - #################################Annotation######################################## - ax.text(x = a, y = b, z = c, s= ' $(%0.d, %0.d, %.0d)$'% (a, b, c), size = 18) - ax.text(x = a, y = 0, z = 0, s= ' $%0.d e_1 = (%0.d, 0, 0)$'% (a, a), size = 15) - ax.text(x = 0, y = b, z = 0, s= ' $%0.d e_2 = (0, %0.d, 0)$'% (b, b), size = 15) - ax.text(x = 0, y = 0, z = c, s= ' $%0.d e_3 = (0, 0, %0.d)$' %(c, c), size = 15) - - #################################Axis Setting###################################### - ax.grid() - ax.set_xlim([0, a+1]) - ax.set_ylim([0, b+1]) - ax.set_zlim([0, c+1]) - - ax.set_xlabel('x-axis', size = 18) - ax.set_ylabel('y-axis', size = 18) - ax.set_zlabel('z-axis', size = 18) - - ax.set_title('Vector $(%0.d, %0.d, %.0d)$ Visualization' %(a, b, c), size = 20) - - ax.view_init(elev=20., azim=15) - -if __name__ == '__main__': - a = 7 - b = 4 - c = 9 - linearCombo(a, b, c) - -def linearComboNonStd(a, b, c, vec1, vec2, vec3): - '''This function is for visualizing linear combination of non-standard basis in 3D. - Function syntax: linearCombo(a, b, c, vec1, vec2, vec3), where a, b, c are the scalar multiplier, - ve1, vec2 and vec3 are the basis. - ''' - fig = plt.figure(figsize = (10,10)) - ax = fig.add_subplot(projection='3d') - ########################Plot basis############################## - vec1 = np.array([[0, 0, 0, vec1[0], vec1[1], vec1[2]]]) - X, Y, Z, U, V, W = zip(*vec1) - ax.quiver(X, Y, Z, U, V, W, length=1, normalize=False, color = 'blue',arrow_length_ratio = .08, pivot = 'tail', - linestyles = 'solid',linewidths = 3) - - vec2 = np.array([[0, 0, 0, vec2[0], vec2[1], vec2[2]]]) - X, Y, Z, U, V, W = zip(*vec2) - ax.quiver(X, Y, Z, U, V, W, length=1, normalize=False, color = 'blue',arrow_length_ratio = .08, pivot = 'tail', - linestyles = 'solid',linewidths = 3) - - vec3 = np.array([[0, 0, 0, vec3[0], vec3[1], vec3[2]]]) - X, Y, Z, U, V, W = zip(*vec3) - ax.quiver(X, Y, Z, U, V, W, length=1, normalize=False, color = 'blue',arrow_length_ratio = .08, pivot = 'tail', - linestyles = 'solid',linewidths = 3) - - ###########################Plot Scalar Muliplied Vectors#################### - avec1 = a * vec1 - X, Y, Z, U, V, W = zip(*avec1) - ax.quiver(X, Y, Z, U, V, W, length=1, normalize=False, color = 'red', alpha = .6,arrow_length_ratio = a/100, pivot = 'tail', - linestyles = 'solid',linewidths = 3) - - bvec2 = b * vec2 - X, Y, Z, U, V, W = zip(*bvec2) - ax.quiver(X, Y, Z, U, V, W, length=1, normalize=False, color = 'red', alpha = .6,arrow_length_ratio = b/100, pivot = 'tail', - linestyles = 'solid',linewidths = 3) - - cvec3 = c * vec3 - X, Y, Z, U, V, W = zip(*cvec3) - ax.quiver(X, Y, Z, U, V, W, length=1, normalize=False, color = 'red', alpha = .6,arrow_length_ratio = c/100, pivot = 'tail', - linestyles = 'solid',linewidths = 3) - - combo = avec1 + bvec2 + cvec3 - X, Y, Z, U, V, W = zip(*combo) - ax.quiver(X, Y, Z, U, V, W, length=1, normalize=False, color = 'green', alpha = .7,arrow_length_ratio = np.linalg.norm(combo)/300, pivot = 'tail', - linestyles = 'solid',linewidths = 3) - - #################################Plot Rectangle Boxes############################## - point1 = [avec1[0, 3], avec1[0, 4], avec1[0, 5]] - point2 = [avec1[0, 3]+bvec2[0, 3], avec1[0, 4]+bvec2[0, 4], avec1[0, 5]+bvec2[0, 5]] - line1 = np.array([point1, point2]) - ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) - - point1 = [bvec2[0, 3], bvec2[0, 4], bvec2[0, 5]] - point2 = [avec1[0, 3]+bvec2[0, 3], avec1[0, 4]+bvec2[0, 4], avec1[0, 5]+bvec2[0, 5]] - line1 = np.array([point1, point2]) - ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) - - point1 = [bvec2[0, 3], bvec2[0, 4], bvec2[0, 5]] - point2 = [cvec3[0, 3]+bvec2[0, 3], cvec3[0, 4]+bvec2[0, 4], cvec3[0, 5]+bvec2[0, 5]] - line1 = np.array([point1, point2]) - ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) - - point1 = [cvec3[0, 3], cvec3[0, 4], cvec3[0, 5]] - point2 = [cvec3[0, 3]+bvec2[0, 3], cvec3[0, 4]+bvec2[0, 4], cvec3[0, 5]+bvec2[0, 5]] - line1 = np.array([point1, point2]) - ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) - - point1 = [cvec3[0, 3], cvec3[0, 4], cvec3[0, 5]] - point2 = [cvec3[0, 3]+avec1[0, 3], cvec3[0, 4]+avec1[0, 4], cvec3[0, 5]+avec1[0, 5]] - line1 = np.array([point1, point2]) - ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) - - point1 = [avec1[0, 3], avec1[0, 4], avec1[0, 5]] - point2 = [cvec3[0, 3]+avec1[0, 3], cvec3[0, 4]+avec1[0, 4], cvec3[0, 5]+avec1[0, 5]] - line1 = np.array([point1, point2]) - ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) - - ## - point1 = [avec1[0, 3]+bvec2[0, 3]+cvec3[0, 3], - avec1[0, 4]+bvec2[0, 4]+cvec3[0, 4], - avec1[0, 5]+bvec2[0, 5]+cvec3[0, 5]] - point2 = [cvec3[0, 3]+avec1[0, 3], - cvec3[0, 4]+avec1[0, 4], - cvec3[0, 5]+avec1[0, 5]] - line1 = np.array([point1, point2]) - ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) - - ## - point1 = [avec1[0, 3]+bvec2[0, 3]+cvec3[0, 3], - avec1[0, 4]+bvec2[0, 4]+cvec3[0, 4], - avec1[0, 5]+bvec2[0, 5]+cvec3[0, 5]] - point2 = [cvec3[0, 3]+bvec2[0, 3], - cvec3[0, 4]+bvec2[0, 4], - cvec3[0, 5]+bvec2[0, 5]] - line1 = np.array([point1, point2]) - ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) - - ## - point1 = [avec1[0, 3]+bvec2[0, 3]+cvec3[0, 3], - avec1[0, 4]+bvec2[0, 4]+cvec3[0, 4], - avec1[0, 5]+bvec2[0, 5]+cvec3[0, 5]] - point2 = [bvec2[0, 3]+avec1[0, 3], - bvec2[0, 4]+avec1[0, 4], - bvec2[0, 5]+avec1[0, 5]] - line1 = np.array([point1, point2]) - ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) - #################################Annotation######################################## - ax.text(x = vec1[0,3], y = vec1[0,4], z = vec1[0,5], s= ' $v_1 =(%0.d, %0.d, %.0d)$'% (vec1[0,3], vec1[0,4], vec1[0,4]), size = 8) - ax.text(x = vec2[0,3], y = vec2[0,4], z = vec2[0,5], s= ' $v_2 =(%0.d, %0.d, %.0d)$'% (vec2[0,3], vec2[0,4], vec2[0,4]), size = 8) - ax.text(x = vec3[0,3], y = vec3[0,4], z = vec3[0,5], s= ' $v_3= (%0.d, %0.d, %.0d)$'% (vec3[0,3], vec3[0,4], vec3[0,4]), size = 8) - - ax.text(x = avec1[0,3], y = avec1[0,4], z = avec1[0,5], s= ' $%.0d v_1 =(%0.d, %0.d, %.0d)$'% (a, avec1[0,3], avec1[0,4], avec1[0,4]), size = 8) - ax.text(x = bvec2[0,3], y = bvec2[0,4], z = bvec2[0,5], s= ' $%.0d v_2 =(%0.d, %0.d, %.0d)$'% (b, bvec2[0,3], bvec2[0,4], bvec2[0,4]), size = 8) - ax.text(x = cvec3[0,3], y = cvec3[0,4], z = cvec3[0,5], s= ' $%.0d v_3= (%0.d, %0.d, %.0d)$'% (c, cvec3[0,3], cvec3[0,4], cvec3[0,4]), size = 8) -# ax.text(x = 0, y = b, z = 0, s= ' $%0.d e_2 = (0, %0.d, 0)$'% (b, b), size = 15) -# ax.text(x = 0, y = 0, z = c, s= ' $%0.d e_3 = (0, 0, %0.d)$' %(c, c), size = 15) - - #################################Axis Setting###################################### - ax.grid() - ax.set_xlim([0, 15]) - ax.set_ylim([0, 15]) - ax.set_zlim([0, 15]) - - ax.set_xlabel('x-axis', size = 18) - ax.set_ylabel('y-axis', size = 18) - ax.set_zlabel('z-axis', size = 18) - - #ax.set_title('Vector $(%0.d, %0.d, %.0d)$ Visualization' %(a, b, c), size = 20) - - ax.view_init(elev=20., azim=15) - -if __name__ == '__main__': - a = 2 - b = 3 - c = 4 - vec1 = np.array([2,1,0]) - vec2 = np.array([0,3,1]) - vec3 = np.array([1,2,3]) - linearComboNonStd(a, b, c, vec1,vec2,vec3) - +import matplotlib.pyplot as plt +import numpy as np +import numpy +def linearCombo(a, b, c): + '''This function is for visualizing linear combination of standard basis in 3D. + Function syntax: linearCombo(a, b, c), where a, b, c are the scalar multiplier, + also the elements of the vector. + ''' + fig = plt.figure(figsize = (10,10)) + ax = fig.add_subplot(projection='3d') + + ######################## Standard basis and Scalar Multiplid Vectors######################### + vec = np.array([[[0, 0, 0, 1, 0, 0]], # e1 + [[0, 0, 0, 0, 1, 0]], # e2 + [[0, 0, 0, 0, 0, 1]], # e3 + [[0, 0, 0, a, 0, 0]], # a* e1 + [[0, 0, 0, 0, b, 0]], # b* e2 + [[0, 0, 0, 0, 0, c]], # c* e3 + [[0, 0, 0, a, b, c]]]) # ae1 + be2 + ce3 + colors = ['b','b','b','r','r','r','g'] + for i in range(vec.shape[0]): + X, Y, Z, U, V, W = zip(*vec[i,:,:]) + ax.quiver(X, Y, Z, U, V, W, length=1, normalize=False, + color = colors[i] ,arrow_length_ratio = .08, pivot = 'tail', + linestyles = 'solid',linewidths = 3, alpha =.6) + + #################################Plot Rectangle Boxes############################## + dlines = np.array([[[a, 0, 0],[a, b, 0]], + [[0, b, 0],[a, b, 0]], + [[0, 0, c],[a, b, c]], + [[0, 0, c],[a, 0, c]], + [[a, 0, c],[a, b, c]], + [[0, 0, c],[0, b, c]], + [[0, b, c],[a, b, c]], + [[a, 0, 0],[a, 0, c]], + [[0, b, 0],[0, b, c]], + [[a, b, 0],[a, b, c]]]) + colors = ['k','k','g','k','k','k','k','k','k'] + for i in range(dlines.shape[0]): + ax.plot(dlines[i,:,0], dlines[i,:,1], dlines[i,:,2], lw =3, ls = '--', color = 'black', alpha=0.5) + + #################################Annotation######################################## + ax.text(x = a, y = b, z = c, s= ' $(%0.d, %0.d, %.0d)$'% (a, b, c), size = 18) + ax.text(x = a, y = 0, z = 0, s= ' $%0.d e_1 = (%0.d, 0, 0)$'% (a, a), size = 15) + ax.text(x = 0, y = b, z = 0, s= ' $%0.d e_2 = (0, %0.d, 0)$'% (b, b), size = 15) + ax.text(x = 0, y = 0, z = c, s= ' $%0.d e_3 = (0, 0, %0.d)$' %(c, c), size = 15) + + #################################Axis Setting###################################### + ax.grid() + ax.set_xlim([0, a+1]) + ax.set_ylim([0, b+1]) + ax.set_zlim([0, c+1]) + + ax.set_xlabel('x-axis', size = 18) + ax.set_ylabel('y-axis', size = 18) + ax.set_zlabel('z-axis', size = 18) + + ax.set_title('Vector $(%0.d, %0.d, %.0d)$ Visualization' %(a, b, c), size = 20) + + ax.view_init(elev=20., azim=15) + +if __name__ == '__main__': + a = 7 + b = 4 + c = 9 + linearCombo(a, b, c) + +def linearComboNonStd(a, b, c, vec1, vec2, vec3): + '''This function is for visualizing linear combination of non-standard basis in 3D. + Function syntax: linearCombo(a, b, c, vec1, vec2, vec3), where a, b, c are the scalar multiplier, + ve1, vec2 and vec3 are the basis. + ''' + fig = plt.figure(figsize = (10,10)) + ax = fig.add_subplot(projection='3d') + ########################Plot basis############################## + vec1 = np.array([[0, 0, 0, vec1[0], vec1[1], vec1[2]]]) + X, Y, Z, U, V, W = zip(*vec1) + ax.quiver(X, Y, Z, U, V, W, length=1, normalize=False, color = 'blue',arrow_length_ratio = .08, pivot = 'tail', + linestyles = 'solid',linewidths = 3) + + vec2 = np.array([[0, 0, 0, vec2[0], vec2[1], vec2[2]]]) + X, Y, Z, U, V, W = zip(*vec2) + ax.quiver(X, Y, Z, U, V, W, length=1, normalize=False, color = 'blue',arrow_length_ratio = .08, pivot = 'tail', + linestyles = 'solid',linewidths = 3) + + vec3 = np.array([[0, 0, 0, vec3[0], vec3[1], vec3[2]]]) + X, Y, Z, U, V, W = zip(*vec3) + ax.quiver(X, Y, Z, U, V, W, length=1, normalize=False, color = 'blue',arrow_length_ratio = .08, pivot = 'tail', + linestyles = 'solid',linewidths = 3) + + ###########################Plot Scalar Muliplied Vectors#################### + avec1 = a * vec1 + X, Y, Z, U, V, W = zip(*avec1) + ax.quiver(X, Y, Z, U, V, W, length=1, normalize=False, color = 'red', alpha = .6,arrow_length_ratio = a/100, pivot = 'tail', + linestyles = 'solid',linewidths = 3) + + bvec2 = b * vec2 + X, Y, Z, U, V, W = zip(*bvec2) + ax.quiver(X, Y, Z, U, V, W, length=1, normalize=False, color = 'red', alpha = .6,arrow_length_ratio = b/100, pivot = 'tail', + linestyles = 'solid',linewidths = 3) + + cvec3 = c * vec3 + X, Y, Z, U, V, W = zip(*cvec3) + ax.quiver(X, Y, Z, U, V, W, length=1, normalize=False, color = 'red', alpha = .6,arrow_length_ratio = c/100, pivot = 'tail', + linestyles = 'solid',linewidths = 3) + + combo = avec1 + bvec2 + cvec3 + X, Y, Z, U, V, W = zip(*combo) + ax.quiver(X, Y, Z, U, V, W, length=1, normalize=False, color = 'green', alpha = .7,arrow_length_ratio = np.linalg.norm(combo)/300, pivot = 'tail', + linestyles = 'solid',linewidths = 3) + + #################################Plot Rectangle Boxes############################## + point1 = [avec1[0, 3], avec1[0, 4], avec1[0, 5]] + point2 = [avec1[0, 3]+bvec2[0, 3], avec1[0, 4]+bvec2[0, 4], avec1[0, 5]+bvec2[0, 5]] + line1 = np.array([point1, point2]) + ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) + + point1 = [bvec2[0, 3], bvec2[0, 4], bvec2[0, 5]] + point2 = [avec1[0, 3]+bvec2[0, 3], avec1[0, 4]+bvec2[0, 4], avec1[0, 5]+bvec2[0, 5]] + line1 = np.array([point1, point2]) + ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) + + point1 = [bvec2[0, 3], bvec2[0, 4], bvec2[0, 5]] + point2 = [cvec3[0, 3]+bvec2[0, 3], cvec3[0, 4]+bvec2[0, 4], cvec3[0, 5]+bvec2[0, 5]] + line1 = np.array([point1, point2]) + ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) + + point1 = [cvec3[0, 3], cvec3[0, 4], cvec3[0, 5]] + point2 = [cvec3[0, 3]+bvec2[0, 3], cvec3[0, 4]+bvec2[0, 4], cvec3[0, 5]+bvec2[0, 5]] + line1 = np.array([point1, point2]) + ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) + + point1 = [cvec3[0, 3], cvec3[0, 4], cvec3[0, 5]] + point2 = [cvec3[0, 3]+avec1[0, 3], cvec3[0, 4]+avec1[0, 4], cvec3[0, 5]+avec1[0, 5]] + line1 = np.array([point1, point2]) + ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) + + point1 = [avec1[0, 3], avec1[0, 4], avec1[0, 5]] + point2 = [cvec3[0, 3]+avec1[0, 3], cvec3[0, 4]+avec1[0, 4], cvec3[0, 5]+avec1[0, 5]] + line1 = np.array([point1, point2]) + ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) + + ## + point1 = [avec1[0, 3]+bvec2[0, 3]+cvec3[0, 3], + avec1[0, 4]+bvec2[0, 4]+cvec3[0, 4], + avec1[0, 5]+bvec2[0, 5]+cvec3[0, 5]] + point2 = [cvec3[0, 3]+avec1[0, 3], + cvec3[0, 4]+avec1[0, 4], + cvec3[0, 5]+avec1[0, 5]] + line1 = np.array([point1, point2]) + ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) + + ## + point1 = [avec1[0, 3]+bvec2[0, 3]+cvec3[0, 3], + avec1[0, 4]+bvec2[0, 4]+cvec3[0, 4], + avec1[0, 5]+bvec2[0, 5]+cvec3[0, 5]] + point2 = [cvec3[0, 3]+bvec2[0, 3], + cvec3[0, 4]+bvec2[0, 4], + cvec3[0, 5]+bvec2[0, 5]] + line1 = np.array([point1, point2]) + ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) + + ## + point1 = [avec1[0, 3]+bvec2[0, 3]+cvec3[0, 3], + avec1[0, 4]+bvec2[0, 4]+cvec3[0, 4], + avec1[0, 5]+bvec2[0, 5]+cvec3[0, 5]] + point2 = [bvec2[0, 3]+avec1[0, 3], + bvec2[0, 4]+avec1[0, 4], + bvec2[0, 5]+avec1[0, 5]] + line1 = np.array([point1, point2]) + ax.plot(line1[:,0], line1[:,1], line1[:,2], lw =3, ls = '--', color = 'black', alpha=0.5) + #################################Annotation######################################## + ax.text(x = vec1[0,3], y = vec1[0,4], z = vec1[0,5], s= ' $v_1 =(%0.d, %0.d, %.0d)$'% (vec1[0,3], vec1[0,4], vec1[0,4]), size = 8) + ax.text(x = vec2[0,3], y = vec2[0,4], z = vec2[0,5], s= ' $v_2 =(%0.d, %0.d, %.0d)$'% (vec2[0,3], vec2[0,4], vec2[0,4]), size = 8) + ax.text(x = vec3[0,3], y = vec3[0,4], z = vec3[0,5], s= ' $v_3= (%0.d, %0.d, %.0d)$'% (vec3[0,3], vec3[0,4], vec3[0,4]), size = 8) + + ax.text(x = avec1[0,3], y = avec1[0,4], z = avec1[0,5], s= ' $%.0d v_1 =(%0.d, %0.d, %.0d)$'% (a, avec1[0,3], avec1[0,4], avec1[0,4]), size = 8) + ax.text(x = bvec2[0,3], y = bvec2[0,4], z = bvec2[0,5], s= ' $%.0d v_2 =(%0.d, %0.d, %.0d)$'% (b, bvec2[0,3], bvec2[0,4], bvec2[0,4]), size = 8) + ax.text(x = cvec3[0,3], y = cvec3[0,4], z = cvec3[0,5], s= ' $%.0d v_3= (%0.d, %0.d, %.0d)$'% (c, cvec3[0,3], cvec3[0,4], cvec3[0,4]), size = 8) +# ax.text(x = 0, y = b, z = 0, s= ' $%0.d e_2 = (0, %0.d, 0)$'% (b, b), size = 15) +# ax.text(x = 0, y = 0, z = c, s= ' $%0.d e_3 = (0, 0, %0.d)$' %(c, c), size = 15) + + #################################Axis Setting###################################### + ax.grid() + ax.set_xlim([0, 15]) + ax.set_ylim([0, 15]) + ax.set_zlim([0, 15]) + + ax.set_xlabel('x-axis', size = 18) + ax.set_ylabel('y-axis', size = 18) + ax.set_zlabel('z-axis', size = 18) + + #ax.set_title('Vector $(%0.d, %0.d, %.0d)$ Visualization' %(a, b, c), size = 20) + + ax.view_init(elev=20., azim=15) + +if __name__ == '__main__': + a = 2 + b = 3 + c = 4 + vec1 = np.array([2,1,0]) + vec2 = np.array([0,3,1]) + vec3 = np.array([1,2,3]) + linearComboNonStd(a, b, c, vec1,vec2,vec3) + From b5b238f9e14a6040b36c600a625cdf47d8391392 Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Sat, 3 Aug 2024 17:26:47 +0200 Subject: [PATCH 06/64] update --- .../Chapter 1 - Linear Equation System.ipynb | 5 +- ...9 - Multivariate Normal Distribution.ipynb | 2629 +---------------- .../Chapter 2 - Basic Matrix Algebra.ipynb | 830 +++--- notebooks/Chapter 3 - Determinant.ipynb | 532 ++-- notebooks/Chapter 4 - LU Factorization.ipynb | 27 +- ...ubtraction and Scalar Multiplication.ipynb | 212 +- .../Chapter 6 - Linear Combination.ipynb | 182 +- .../Chapter 7 - Linear Independence.ipynb | 47 +- ...hapter 8 - Vector Space and Subspace.ipynb | 240 +- 9 files changed, 1134 insertions(+), 3570 deletions(-) diff --git a/notebooks/Chapter 1 - Linear Equation System.ipynb b/notebooks/Chapter 1 - Linear Equation System.ipynb index bb534cf..4caff4d 100644 --- a/notebooks/Chapter 1 - Linear Equation System.ipynb +++ b/notebooks/Chapter 1 - Linear Equation System.ipynb @@ -1116,10 +1116,11 @@ "metadata": {}, "source": [ "Now you know the trick, try another 5 points: $(1,2)$, $(2,5)$, $(3,8)$, $(4,6)$, $(5, 9)$. And polynomial form is \n", + "$$\n", "\\begin{align}\n", "y=a_0+a_1x+a_2x^2+a_3x^3+a_4x^4\n", "\\end{align}\n", - "\n", + "$$\n", "The augmented matrix is" ] }, @@ -1256,7 +1257,7 @@ } ], "source": [ - "x = np.linalg.solve(A, b);x" + "x = np.linalg.solve(A, b); x" ] }, { diff --git a/notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb b/notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb index c4fb96a..425497e 100644 --- a/notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb +++ b/notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -29,7 +29,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -41,7 +41,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Perhaps this one of the most important application of linear algebra. We will build up intuition gradually before turning to multivariate normal distribution." + "This is arguably one of the most significant applications of linear algebra. We will gradually build up intuition before delving into the multivariate normal distribution." ] }, { @@ -55,25 +55,15 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The PDF of univariate normal distribution is given by\n", + "The probability density function (PDF) of the univariate normal distribution is defined as:\n", "\n", "$$\n", "p(x; \\mu, \\sigma^2) = \\frac{1}{\\sqrt{2\\pi}\\sigma}\\exp{\\left(-\\frac{1}{2\\sigma^2}(x-\\mu)^2\\right)}\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "where $p(x; \\mu, \\sigma^2)$ mean random variable is $x$, parameters are $\\mu$ and $\\sigma^2$, it is not a conditional sign which commonly looks like $p(x|y)$." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Note that $-\\frac{1}{2\\sigma^2}(x-\\mu)^2$ is a quadratic function, which is the univariate version of quadratic form we have seen in earlier chapters." + "$$\n", + "\n", + "Here, $p(x; \\mu, \\sigma^2)$ denotes the PDF where the random variable is $x$, and the parameters are mean $\\mu$ and variance $\\sigma^2$. The notation is not indicative of a conditional relationship, which is typically represented as $p(x|y)$.\n", + "\n", + "It's important to note that the expression $-\\frac{1}{2\\sigma^2}(x-\\mu)^2$ represents a quadratic function. This is essentially the univariate counterpart of the quadratic forms discussed in previous chapters." ] }, { @@ -85,72 +75,80 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 22, "metadata": {}, "outputs": [ { "data": { - "image/png": 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qJVvJVFXl6mlF5wl16wZXXBFsTLlIBL74Ra838ehReOedYGMyJlctWuSVYunfH7JxWop/orx/IYDJOAklW6p6UFWvUtUBkT8PRR4vVtX7IsefquoIVR0V+fP3yQjc+Hz6aey8hFtuyY5JoGFUUAA33uidL10KW7cGF48xuejMGVi+3DvPtl6tqO7doUcPd1xZ6eqJmYwU4mIjBnC1tD74wDu/4gpv/ywTjKFDYcgQ73z2bFdk1mQsEZkuIhtFpEREzqsXKCI9RWS+iCwXkVUicn0QcZo4LV/uFfvs1An61bomK/z8ieSSJVBREVwsplaWbIWZqvsgj/5ydesW261sgiHiaptFi8gePgzz5wcbk6mViDQCfgNcBwwF7hCRodUu+wHwkqqOAWYCT6Q3ShO3qqrYIqYTJ2b3iuwhQ6BNG3d86hSsWhVsPKZGlmyFWXGxW9oMblXKTTeFuzJyNmnd2tXfilqwwJWEMJloAlCiqltUtRx4EVew2U+BgshxG2B3GuMz9bF5s7vBATd/ctSoYONJtbw8l1BG+eeqmYxhn8xhdeRI7OTrSy6Biy4KLh5zvtGjoW9fd6wau4jBZJLuwE7feWnkMb9/Bb4sIqXAm8C3a3oiK8qcAfy7Z4wb5+1fms3GjvX+nnv32o1dBrJkK4xU4Y03vE2mO3aM3ZzUZAYRV1Q22gju2+fqb5lMU9MYU/WugTuAZ1W1ELge+KOInNd+WlHmgB05AiUl7lgke4qY1qVZM7d1WJQ/4TQZwZKtMFq3LrZBmTHDrUI0maddO7jqKu/8o4/g4MHg4jE1KQV6+M4LOX+Y8F7gJQBVXQA0A2wlSqZZtswbQuvXz/3+5YqiIu94zRo4fTq4WMx5LNkKm/JymDvXOx8/3lv6azLThAlQWOiOKyvh7bdtTkVmWQIMEJE+IpKPmwA/u9o1O4CrAERkCC7ZsnHCTFJZ6ZKtqFzp1Yrq1s2bSlJRYRPlM4wlW2Hz0Udw7Jg7btkydosYk5ny8tzqxOiKqM2bbePYDKKqFcC3gLnAetyqw7Ui8iMRuSly2T8CX4sUZ54F3K1qGXNG2bTJK+rZujUMHBhsPOkmEtu7VVxsN3UZxMaewuTgQVfANOrqq73yAiazdevm7rSjcynefttNns+FybshoKpv4ia++x/7oe94HW6rMZOp/POUxozJzcLOI0bAvHluBGT/fti5E3r2DDoqg/VshYcqvPWWt5qtR4/sX9Kcba680tvK5/Bh+OSTYOMxJlscOgSffeaORdzqvFzUtKlLuKJsonzGsGQrLDZujJ0U7x+WMuHQokXsZPmPP/bqARljGs4/V6t/f2jbNrhYguafq7ZunSt0agJnyVYYnD3rhp2ixo2Drl2Di8c03Nix3v9dRUXsYgdjTP1VVsbug+ift5SLunVzX+DamJUrg43HAJZshcMnn7j6MXB+74gJl7w8uOEG73zDBq/H0hhTfxs2wMmT7rigAAYMCDaeTOBPOJcutYnyGcCSrUx37Fjs3J6rrvLm/ZhwKix0E3ij5s51+7kZY+rPPy9p7FjbsgxcgdOmTd3xgQOwfXuw8RhLtjLe/PluGBHc8JP/Q9qE17RpXmO4f3/sMIgxJj6HDsHWre44lyfGV5efDyNHeuf+OW0mEJZsZbK9e2HFCu/86qvtri1btGwJU3yVBObP97ZfMsbEx98+DhjghhGN4088162DsrLgYjGWbGW0d97xxtoHDPA2NTbZYfJk78PhxInYGmrGmAurqopNtqzXP1bXrrEV5desCTaeHGfJVqbasiW21MPVVwcbj0m+Jk3giiu8808/9SpgG2MubOtWbzeNFi1yr2J8PPwJqE1VCJQlW5lI1VUBjho9Gjp3Di4ekzqjRkGXLu64vBw++CDQcIwJDX/yMGpUblaMr8uIEd6/y65dsG9fsPHkMEu2MtGqVbBnjzuu3vthskteXmyv5bJlbsK8MaZ2p0+7kg9Ro0cHF0sma9ECBg/2zv3DriatLNnKNGfPwvvve+f+eT0mO/Xr583Hq6qCd98NNh5jMt3q1W4eErgCntHeYXM+fyK6cqW35ZtJK0u2Ms3ixXD0qDuuvmLNZKfonLzo9ksbN1pdHGMuxCbGx69fP++G/eRJ2Lw52HhyVELJlojcJiJrRaRKRGrdI0FEpovIRhEpEZGHEnnNrHbmTGwB06lTvVpMJrt17RpbF+f9963qszE12bMHdu92x40buwKepnZ5eW5OW5RNlA9Eoj1ba4BbgA9ru0BEGgG/Aa4DhgJ3iMjQBF83Oy1a5G0a2q6dFejLNVOnenXUtm/3ijUaYzz+Xq3Bg21HjXj4hxI3b7ZVzwFIKNlS1fWqurGOyyYAJaq6RVXLgReBGYm8blYqK4uts3TZZba6Jte0axc7JDJ/vvVuGeNXWekWEEXZEGJ8OnSAXr3ccVVV7L+hSYt0zNnqDuz0nZdGHquRiNwvIsUiUrw/l1ZlLVzoVfht3z6229fkDn+SvXOnbVJtjN/GjV7vf5s20KdPsPGEib93a/lyu5FLszqTLRF5V0TW1PAVb++U1PBYrf/LqvqkqhapalGnTp3ifImQO30aFizwzv3DSSa3tGkD48Z559a7ZYzHP4Q4erS1k/UxbJjbMxFceZldu4KNJ8fU+U5V1WmqOryGr9fjfI1SoIfvvBDY3ZBgs9ann7rJ8QAdO9qEz1x36aVu4i+4icCbNgUbjzGZ4MSJ2J5e6/2vn/x8l3BFrVwZXCw5KB23BUuAASLSR0TygZnA7DS8bjicPOkmxkdZr5Zp3RrGj/fOrXfLGFdbq6rKHffq5aZbmPrxJ6hr1ni1ykzKJVr64YsiUgpMBuaIyNzI491E5E0AVa0AvgXMBdYDL6nq2sTCziKffOK2aQG3JY//zsPkrilT3O4B4Ja6r18fbDzGBM3fE2O9Wg3Tqxe0beuOT5+2XvM0SnQ14l9UtVBVm6pqF1W9NvL4blW93nfdm6o6UFX7qeq/Jxp01jhxApYs8c6vuMIrbGlyW6tWMGGCd/7BB9a7ZXLXnj3eFmaNG8NQqx7UICKxiaoNJaaNjVcFacECtz0PuKKW/j2sjJkyxZvQum9f7F5wxuQSf1IwZAg0axZcLGHnT7Y2b3ZTWUzKWbIVlNOnY3u1LrvMerVMrBYtYnu3PvrIerdM7qleW8uGEBPTvj307OmOq6rcXDiTcpZsBWXxYm+uVqdO1qtlajZpUuzKxC1bgo3HmHT77DOv96V1a2/TdtNwNpSYdpZsBaG83BUxjbr0UuvVMjVr1Sp226aPPgouFmOC4E8GRo601drJMGyYdxP3+eewd2+w8eQAe9cGYelSN4wIbmWI1dUyF3Lxxd4HzLZtsGNHoOEYkzanT8fOVbQhxORo1ix2NMV6t1LOkq10q6iI3QPxkkvsTs1cWNu27o4+6uOPg4vFmHRau9bN2QLo1s2VxzHJ4U9cV63yapiZlLBP+XRbtQqOH3fHrVrF7ldlTG2mTPGGmjdt8pbBG5PN/NvzWK9WcvXr5z6DwJUh+uyzYOPJcpZspVNVVWyvxMUXe+PmxlxIp05uyXuU9W6ZbHfwIJSWuuO8PJtukWx5ebE95jaUmFKWbKXTunVw6JA7bt48dsNhY+pyySXe8dq17sPImGzl//AfOBBatgwulmzl7y3csAHKyoKLJctZspUuqrErySZOhKZNg4vHhE+3btC/vztWdVs9GZONVG17nnTo0sUV1AY3n3jdumDjyWKWbKXLli3e8tr8/NhilcbE69JLveOVK91cC2OyzfbtcPSoO27eHAYMCDaebGY1t9LCkq10WbDAOx4zxlUHN6a+evaE7t3dcWVl7C4EpsFEZLqIbBSREhF5qJZr/lZE1onIWhH5n3THmFP8H/rDh9vc1lQaPtxbEb99Oxw+HGw8WcqSrXTYtw9KStyxiKsKbkxDiMDkyd75kiXe/pqmQUSkEfAb4DpgKHCHiAytds0A4F+AKao6DPhu2gPNFWfPujmJUTaEmFqtWnnTEyB2aySTNJZspYO/V2vIEGjXLrhYTPgNHQpt2rjjU6escUzcBKBEVbeoajnwIjCj2jVfA36jqocBVHVfmmPMHRs2eFuZdejg9eSa1Kk+lGh7sCadJVupduJE7Iehv1fCmIbIy4vtHV2wwBrHxHQHdvrOSyOP+Q0EBorIJyKyUESm1/REInK/iBSLSPH+/ftTFG6W8w8hjh5tW5mlw6BBrqo8uBXzO3de+HpTb5ZspdqSJV4F5MJC92VMosaM8VazHjjgDVObhqjp07x69toYGABMBe4AnhaRtuf9kOqTqlqkqkWdOnVKeqBZ7/jx2OKa/jpQJnUaN3b7JUbZRPmks2Qrlc6ejZ3APHmy3aWZ5GjWLHaDav9QtamvUqCH77wQ2F3DNa+r6llV3QpsxCVfJplWr/Z6afv08YbLTer5hxLXrnWlIEzSWLKVSqtWuTk14Pa381cANyZREyd6yfuWLbaFT8MtAQaISB8RyQdmArOrXfMacAWAiHTEDStuSWuU2U7VtucJUo8e3nzisjLYuDHYeLKMJVupohrb2zBxom04bZKrbVs3WT7KercaRFUrgG8Bc4H1wEuqulZEfiQiN0UumwscFJF1wHzg+6pqJfyTae9et3IboEkTuzlNNxGruZVC9umfKps3u7k04ObW+Id8jEkW/4KLNWu8Tc5Nvajqm6o6UFX7qeq/Rx77oarOjhyrqv6Dqg5V1RGq+mKwEWchf6/WkCG2w0YQ/MlWSQmcPBlcLFnGkq1UWbjQOx471hoOkxqFha77H6zIqQmvyko3XyvKhhCD0a6dK5wMUFUV+39iEmLJVirs3+/m0IDrmp04Mdh4THbz924tXWoTW034fPaZ14vSurWbHG+C4U90/b2NJiGWbKWCv3dh0CA3t8aYVBk8GAoK3PHJk7aZrAkf/4f6yJE2vzVIw4Z52yPt2WMLb5IkoXe0iNwW2SesSkSKLnDdNhFZLSIrRKQ4kdfMeGfOxE4stA2nTarl5UGR79fPhhJNmJw+HbvybfTo4GIxrqyMf3GCTZRPikRvH9YAtwAfxnHtFao6WlVrTcqywqpVLuEC6NjRusNNeowdC40aueOdO2F39TJRxmSoNWu8ws/du4MVgw2efyhx1Srv/8c0WELJlqquV1UrxhGlCosXe+fjx1sRU5MerVrFVoC23i0TFv4hROvVygx9+7q5c+CmJvir+psGSdfAuALzRGSpiNx/oQtDvbfYtm1ucjxAfr41HCa9xo/3jlev9grqGpOp9u+HXbvccaNGMHx4sPEYJy/PJsonWZ3Jloi8KyJraviaUY/XmaKqY4HrgL8XkctquzDUe4v5exNGjbJyDya9Cguha1d3XFEBy5cHG48xdfF/iA8aBM2bBxeLieVPtjZutJu3BNWZbKnqNFUdXsPX6/G+iKrujvy5D/gLkH2zxo8dgw0bvHN/L4Mx6SASuyCjuNjVyjEmE1VVuflAUTYSkFk6dXJz6MDN2VqzJth4Qi7lw4gi0lJEWkePgWtwE+uzi/+DrXdv6Nw50HBMjho+3OsdOHzYVYE2JhNt2eLteNCqFfTrF2w85nz+BNhWJSYk0dIPXxSRUmAyMEdE5kYe7yYib0Yu6wJ8LCIrgcXAHFV9O5HXzTgVFa6YZJSVezBBadIkdmso/4INYzKJfwhxxAhvNa3JHMOHe/8vu3Z5c5JNvSW6GvEvqlqoqk1VtYuqXht5fLeqXh853qKqoyJfw6L7jmWV9eu96scFBa7IpDFBKSryVsGWlMChQ8HGY0x1ZWWx0y5sCDEzNW/u5tJF2UT5BrMyvcng79UaN86qH5tgtWsHAwZ458uWBReLMTVZu9bbVqprV+jSJdh4TO38ifCqVTYPtIEsK0jUwYOu5AO4JMs/hGNMUMaN846XL7eihCazWG2t8OjXz82pAzfHzmpuNYglW4ny92oNHOgVgjMmSAMGxO6XuNFqD5sMsX+/2+UArLZWGDRq5ParjLKhxAaxZCsRFRWxbzzr1TKZIi8Pxozxzv03BcYEyV//bdAgaNkyuFhMfPy9jxs2WM2tBrBkKxH+Qm8FBdC/f7DxGOM3Zow3Uf6zz1wpCGOCVFkZW0LAf0NgMlfnzm3ilHcAACAASURBVK5oMrj/Q399NBMXS7YS4e8tGDvWJsabzNK2bewNgFWUN0HbvDl25bbV1goPf2K8fLnbC9jEzbKDhjp0yBXlA9d7YHdoJhP5h7aXL7eVRCZY/pWxo0bZDWqYDB/u6vgB7N0Lu3cHG0/I2Du9ofyNxoAB0KZNcLEYU5uBA2NXEm3aFGw8JncdP+56tqLsBjVcmjaFYcO8c+sprxdLthqistImxptwaNTIJsqbzLBypTf01Ls3tG8faDimAfxtyerVcPZscLGEjCVbDbFpE5w44Y5bt3a9B8ZkKv/NQEkJHD0aXCwmN6nG9oRYr1Y49ewJHTq44zNnYN26YOMJEUu2GsLfOzBmjM07MJmtXTvo29cdV//QMyYdduxwBaDBDUcNHRpsPKZhqs9PtrYkbpYl1NeRI14FXZsYb8LCX1F+2TKbKG/Sy/+hPGKEN9HahI9/YcO2bbb3apws2aov/7yDvn1dr4ExmW7wYK945LFjsHVrsPGY3HHmjNsLMcpuUMOtdWsrKdMAlmzVh2rsxHhrNExYNGrkehSibMsNky5r1ngTqTt3hm7dgo3HJM4/D3TFCuspj4MlW/WxY4dXhbtZM7fVhDFh4d9yY/16KCsLLhaTO6rPcY3uamDCa8AAr6e8ekkPUyNLturD3xvgL/BmTBhcdJH7Arevp39ox5hU2L3bK37ZuLGb72PCr3pJmeLi4GIJCUu24lVeHvvh5O8lMCYs/O9bG0o0qeb/EB42DFq0CC4Wk1z+RTclJW7xmKmVJVvxWr/eJVwAHTtC9+7BxmNMQ4wY4a0k2rkTDhwINh6TvcrKXOHLKP+Hswm/du28ifKqVjC5DpZsxcvfCzB6tM07MOHUsmXsXMOVK4OLxWQ3f4Xxzp2hR49g4zHJV1TkHS9f7nZXMTWyZCseR454S+VFbN6BCTf/UOLKlbaSyCSfauwQYlGR3aBmo4EDXSkIcLuqbNwYbDwZzJKtePjv/vv3995cxoRR//5Wc6saEZkuIhtFpEREHrrAdbeKiIpIUW3XGKC0FPbudcdNmsDIkcHGY1IjLy+2DIRNlK+VJVt1qV5byybGm7Br1Cj2wy/HixKKSCPgN8B1wFDgDhE5bz8ZEWkNfAdYlN4IQ8j/oTtihCuVY7LT2LFer+WWLd62TCaGJVt12b7damuZ7OO/adiwIddrbk0ASlR1i6qWAy8CM2q47t+A/wvk9D9WnU6fjl25XWSdgFmtTRs3nBhlE+VrlFCyJSKPi8gGEVklIn8Rkba1XBdXF31G8vdqjRjhasUYE3ZdukDXru64osJV+c5d3YGdvvPSyGPniMgYoIeqvnGhJxKR+0WkWESK9+/fn/xIw2DlSveeAlct3irGZz9/Qr1ihff/b85JtGfrHWC4qo4ENgH/Uv2CeLvoM9LZs7BunXduQ4gmm1SfKJ+7apq5ree+KZIH/Afwj3U9kao+qapFqlrUqVOnJIYYEtUnxlu5h9zQr5/r4QI4dSr2c9MACSZbqjpPVaMp7EKgsIbL4u2izzwbN8bW1rI7NJNNhg+PrbkVHS7PPaWAvy5BIbDbd94aGA58ICLbgEnAbJskX4Nt27zabU2bxu7HabJXXl5sYr1kSXCxZKhkztm6B3irhsfr7KL3y6hu+FWrvOORI23psskuLVt6RQkhtgBlblkCDBCRPiKSD8wEZke/qapHVbWjqvZW1d64G8ubVNWWXlW3yLd2YORIyM8PLhaTXmPHusU34G7edu++8PU5ps5kS0TeFZE1NXzN8F3zCFABvFDTU9TwmNbwmPtGpnTDnzrltiCIsjs0k4387+tVq9wwUI6J9M5/C5gLrAdeUtW1IvIjEbkp2OhC5PDh2DpLEycGF4tJv1at3JZMUYts0a5fnbO9VXXahb4vIncBNwJXqdbYUtfVRZ+Z1q71ij326OG2JjAm2wwa5Hofysvd8M+ePd7E+Ryiqm8Cb1Z77Ie1XDs1HTGFzuLFXrLev7+bemFyy8SJ3ojQmjVw9dUuCTMJr0acDvwzrkv9VC2XXbCLPmNVH0I0Jhvl58OQId65/31vTLzOnIFly7xz69XKTd27Q2Fk6nZlpRU59Ul0ztavcZNH3xGRFSLyWwAR6SYib0LtXfQJvm5qHT7sxpzBTfzzd40ak238Q4mrV9v2Pab+Vq50CRdAhw6xcwFNbpk0yTsuLrYyEBEJFY1S1Rp/o1R1N3C97/y8LvqM5p8o3L8/tGgRXCzGpFrfvm6y/MmTbn+zrVvdUm5j4qEaOz9n4kRbTJTLhgyBggK3FdiJE25Kju0nbBXkz6NqQ4gmt+Tlnd+7ZUy8Skq8LVqaNbN6hLmuUSMYP947X7QoJxfeVGfJVnWff+7VicnPt+15TG7wJ1vr1rmCvsbEw9+rNWaMlXswruZWdLeV3bvdxuQ5zpKt6vx39UOGuB3rjcl23bq5uTbgVib6l/AbU5sDB7wSOSIwYUKw8ZjM0KJF7A3cwoXBxZIhLNnyq6qKTbZsCNHkCpHY97utSjTx8PdqDRpkJXKMxz9Rfv16OHo0uFgygCVbflu3ugl94GqD9OkTbDzGpJP/TrSkxBX2NaY2p065TYejrNyD8evSBXr3dsdVVTlf5NSSLT9/r5Z/3zhjckH79l6NnKoq20zWXNjixd7cvosu8j5YjYmaPNk7Li6G06eDiyVglk1EVVTAhg3euW3PY3KR/32/Zk1wcZjMVl4e21NxySVW7sGcb+BAiG67V16e0xtUW7IV9dlnUFbmjtu1cxOGjck1Q4d6H5rbt8Px48HGYzLT0qVeL0W7du59Y0x1Ii4Rj1q0KGdXOluyFbXWV9R+2DC7SzO5qXVr6NXLHavaUKI5X2UlLFjgnU+ZYlMuTO2GD4c2bdzxyZOwfHmw8QTEfkPAZdr+IUTbnsfkMv/7f21m76xlArBqlasODm4hkRUxNRfSqBFcfLF3/umnLmHPMZZsgVt5VV7ujjt0cJM9jclV/qHEHTtyfsm28VGFTz7xzidN8opXGlObsWO9be+OHMnJmzhLtiB2IrANIZpc17JlbNkTG0o0URs2eDtsNG0KRUXBxmPCoUmT2NIgH3+cc1v4WLJVXg6bNnnnw4cHF4sxmcL/e2CrEg24D8ePP/bOx493eyEaE48JE7ytnPbtg82bg40nzSzZ2rTJWx3RubP7MibXDRniTXretQsOHw42HhO8bdvcewHc0KG/QrgxdWne3O2ZGOVP3HOAJVvVhxCNMa5h7NfPO8/BORbGRxX++lfvfPRoNznemPqYPNlNmAc3H3Tr1mDjSaPcTrbOnPE2UQUbQjTGz//7YMlWbtu61fVsgevxnDIl0HBMSBUUxK5eff/9nJm7ldvJ1oYNrnI8uBWIHToEG48xmWTQIO8u9PPP4eDBYOMxwVB1H4pRY8bYhtOm4S67zGtXdu6M7fDIYrmdbPnv1q1Xy5hYzZrBgAHeufVu5aZNm6C01B03bgyXXx5sPCbc2rSJXcWaI71buZtsnT7ttuiJsvlaxpzP/3thqxJzjyrMn++dFxW5oSBjEnHppa4cBLhe8/Xrg40nDXI32dq40ati2727dYsbU5NBg7xGcd8+r8aSyQ3r1sGePe64SZPYfe6MaahWrVwpiKj586GqKrh40iB3ky1/oUbbRNWYmuXnQ//+3rkVOM0dVVWxvVoTJ9oKRJM8U6a4wrgA+/dnfc95biZbZ87EDiFasmVM7fy/HznQ3W8iVq2KrRZvKxBNMrVo4UpBRM2fn9V7JiaUbInI4yKyQURWichfRKRtLddtE5HVIrJCRIoTec2k2LTJ+0+96CIbQjTmQgYOjF2VaAVOs19lZWxdrYsvdrXXjEmmSZO899Xhw7BiRbDxpFCiPVvvAMNVdSSwCfiXC1x7haqOVtXgN9OyIURj4te0aWyBUxtKzH7FxV5S3aKFVYs3qdGsWWyP6QcfuC30slBCyZaqzlPVSKEqFgKFiYeUYuXlsXU9hgwJLhZjwsL/e2JDidnt1KnYuVqXXOLNrTEm2SZM8OYCHj+etdv4JHPO1j3AW7V8T4F5IrJURO6/0JOIyP0iUiwixfv3709ieBElJd5eiJ06uS9jzIUNGuTtlVhaCseOBRuPSZ3586GszB23bx+7asyYZMvPh2nTvPNPP4UjR4KLJ0XqTLZE5F0RWVPD1wzfNY8AFcALtTzNFFUdC1wH/L2IXFbb66nqk6papKpFnVKRCPnvyq1Xy5j4tGgBvXt759a7lZ327nVDiFHXXusKmRqTSqNGuRJM4HZ1mTcv2HhSoM5kS1WnqerwGr5eBxCRu4AbgS+p1lwGVlV3R/7cB/wFCOZWqaLCTY6PsvlaxsTP//ti87ayjyq8/bZXzbtfP7c4wphUE4Hp073zdeu8vTizRKKrEacD/wzcpKqnarmmpYi0jh4D1wDBFNTYssWVfQDXPd6lSyBhGBNKgwe7RhFgxw44cSLYeExybdjgNpwGN2R87bXe/7cxqdajB4wc6Z2/9VZWFTpNdM7Wr4HWwDuRsg6/BRCRbiLyZuSaLsDHIrISWAzMUdW3E3zdhvHfjQ8ZYg2JMfXRqhX07OmOVd2Hc5YQkekislFESkTkoRq+/w8isi5S5uY9EekVRJwpU33oZvx46Nw5uHhMbpo2zduxYu9eWLYs2HiSKNHViP1VtUekpMNoVX0g8vhuVb0+crxFVUdFvoap6r8nI/B6q6x0W/RE2RCiMfWXhQVORaQR8BvcnNKhwB0iUr2BWA4URcrcvAL83/RGmWILFnilHpo3h6lTAw3H5KiCArdvYtT777t9jLNA7lSQ37bN+09r0wa6dQs0HGNCyb+oZOvWbGkIJwAlkRvDcuBFYIb/AlWd75sqEY4yN/E6cgQ++sg7v/JKK2BqgjN5MrSN1Ec/dcolXFkgd5Kt6qsQbQjRmPorKIDCSJ5RVRXbWxxe3YGdvvPSyGO1uZfay9yEiyrMnu0VkuzcGcaNCzYmk9uaNIFrrvHOlyzJisnyuZFsVVVZyQdjksX/+5MdqxJruvOqcWW1iHwZKAIer+X7qa0TmGzLl7uFQ+BuQG+6yaunZkxQhgxxtf2iZs/26mOGVG4UUCkthZMn3XHLlm7VQxpVVVVRWlrKyWgMxiRRy5YtKSwsJC9dH5JDh8I777jjLVtcr0h+fnpeOzVKAX+jUAjsrn6RiEwDHgEuV9UzNT2Rqj4JPAlQVFRUY8IWhGPHjrFv3z7O+j+wqqrc/92117rzpk1dBe8smYtnQm7kSOjTxytFsnp1jcPbaW//Gig3ki3/UIe/EnaaHDhwABFh0KBBGf+GMOFSVVXFrl27OHDgAJ3TtXqsXTtXNmXvXreK7bPPwt5bvAQYICJ9gF3ATOBO/wUiMgb4HTA9Ui8wNI4dO8bevXvp3r07zZs3R0TcB9ihQ+7/EtxG4506Wa+WySynTsVWk+/YMebGLpD2r4Gy/zer+hL1wYPTHsKRI0fo0qWLJVom6fLy8ujSpQtHjx5N7wv7u/hDXgIisr/rt4C5wHrgJVVdKyI/EpGbIpc9DrQCXo6UuZkdULj1tm/fPrp3706LFi1cogVuYcMZX+dc27aWaJnM07x57L6cR454PV0E2P41QPb3bB04AAcPuuP8fOjbN+0hVFZW0iRaO8SYJGvSpAkVFRV1X5hMgwfDhx+6402b3JBUiD+sVfVN4M1qj/3QdzztvB8KibNnz9LcP/xSWQn+D6cWLWyjaZOZRFz1gP37XZJVUeGGugsKzl0SSPvXAOFtHePlv+vu3z+wfb7EVj+aFAnkvdW1q9fgnT4N27enPwYTt3PvEVWXaEV7Bxo1ivngMibjNG4c+x49ccJbPUt4PluzP9mqPl/LGJM4kdgh+ewoAZH9Tp6EsjLvvE2bUPdImhzRokXsIpzDh0O3lU92/5YdP+5WIoJrUGxTVWOSp/q8rZr3oTeZorwcjh3zzlu2hGbNgovHmHiJuHmF0V6sykqXcIWozcnuZMt/t92rl1VFzkLTpk2jY8eO/PjHPw46lNzTu7f3YX3kiFudaDJTVZW3HQ+4wpE2fBgqOd/WNW7sVZYHt8AjROWUsjvZCngVokm9Z599ll/84hdBh5ESS5cuZcqUKVx22WVceeWVbIkWn8wUjRrBgAHeechXJWa1I0dcbwC43oF27WwXjRTbsWMHO3bsSNrzZWtbd6F27uOPP469uHlz1yMbdexYzPytTJa9ydaZM27vtiibr5WVCguzZ4u66rp168bbb7/Nhx9+yIMPPsijjz4adEjns3lbme/Mmdh5Wm3bBrZQKFecOHGC5557jp49eybtObO1rbtQO9eqVStmzZoV+wMFBa5nNiok87eyN9kqKfHu5C66KLb70eS8uXPncql/d/mA3X777fz+97+Peaxr1660bt0agPz8fBpn4gdk//6uhwvg889jCxCa4O3YEbtZeMuWNp0iDX7xi1/wpS99KegwgMxv6y7Uzo0ePZqFCxdy2D8EXr1ntrLSvcczPOHK3mTLhhBNLVSV733vezz22GNBh3LOY489xsMPP8xp/wdjxMmTJ3nooYd48MEHA4isDk2bui01oqx3K3McPAj+XgGbp5UW+/fvZ+nSpfQNoKZjdWFq62pr526++WZ+9rOfxT5J48be7gfg9k18662MnjCfnclWZSVs3uydW7JlfObNm0d5eTlXXHFF0KGcM3jwYPr3739el3l5eTm33XYbP/jBDxg2bFhA0dXBhhIzz8mT8PzzXq9WXp7N00qTV155hUsuuSToMIDwtHUXaucuv/xyXnnlFbR6ItWsGbRq5Z0vWQKffprK0BOSncnW9u3eHIW2bd0+bqZOVVVVtGnThnnz5sU8/sUvfjEze1WAe+65h8cff5xnn32WL3zhC3H9zGuvvca0adNiiuH96le/onfv3pyJbGGyfv16LrroIl5++eWkxPnHP/6RUaNGxTz27W9/m29+85vnzq+++mpee+21c+eVlZXceeed3HLLLdx8881JiSMl/PMht22LHbYy6Xf2LPzP/3irD0WgfftQzNNKdRt06tQpHnzwQfr06UP79u2ZPn06JSUlAOzevZsuXbrw/PPPn7v+3nvv5YorrqAyMiWld+/e/OhHP+KSSy6hVatWFBUVsWTJkpjXmDNnDmPGjEk41urC0NbF085BbFtXVzuXl5dH586dKS4uPv8FW7eOLV/yzjuwZk3Cf49UyM5kyz+EOGiQ3c3FKS8vj4kTJ7Jo0aJzj7377rssWLCAH/7whzHXfvOb36Rt27a1fp3X7ZsizzzzDGvXrqWkpIT//d//jetnli1bxtChQ2Me+8Y3vkGzZs144okn2Lp1K9dccw0//elPue2225IS54oVKxg/fnzMY8XFxYwdO/bc+YgRI1i2bNm585dffpm3336b559/nqlTp/Ltb387KbEkXevWEJ28W1UV26ts0quqCv78Z9i1y52LnF8QMoOlug2677772LBhAwsXLmTPnj1MnDiRG2+8kbNnz9KtWzdeeOEFvvnNb7J+/Xr+8Ic/MGfOHGbNmkWj6LxE4Le//S3/+Z//yaFDh7j11lu5/vrrOearX7Zw4UIGpqCmYxjaunjaOYht6+Jp5wYNGsTChQvPf8Ho/C3/jcRf/pKRO1pk/q1Ofam6vdqiMnEV4r/+a8a+5uTJk1m8eDEAFRUVfPe73+UnP/kJBdXmejzxxBM88cQTDQ7n7rvv5rnnnqv1+4888kjK6skcPnz4vL9P48aNefzxx/nqV7/Kr3/9a77//e/z1a9+tcafb0jsy5cv5/bbbz93XlFRwcqVKxk3bty5xwoKCjh06NC585kzZzJz5sx6/d0CM2iQV0B40yYYOTLYeHKRKrz9duzN5nXXxa7cgoxufyB1bdCBAweYNWsW27dvp0tktOPRRx/ll7/8JYsWLeKSSy5h2rRp/MM//AMzZsxgz549vPbaa1x00UUxz3Pvvfee+73953/+Z5544gneeOMN7rzzTs6ePcuhQ4do06bNea8fRJuXSFuXqnYOYtu6eNq5goIC9tZWx0/ELfzo1MntoVhZ6eYq3nuveyxDZF+ytX+/tyKqaVNXzNTE7eKLL+a//uu/ANeYNW/evNakIxG//vWvL1gzpkWLFkl/zah27drF3IlGDR8+nJMnTzJu3Di+853v1PrzDYl9xYoVPP744+fO161bR2VlJcOHDz/32LFjx2jfvn28f43MMmgQvPeeO46uBPb1BpgUU4W5cyGSpAAwZQpMmADr1wcXVwOkqg3aGikFNLLajcDZs2fZuXPnufMHHniAn/70p0yaNIkrr7zyvOfp3bv3uWMRoWfPnpRGbjQOHDiAqp5bXecXRJuXSFuXqnYO6t/WFRQUcODAgdovEIEvfQmeftrtnVhWBs89B1/5CnTuHPfrpFL2JVv+Xi3/snQTl0mTJnHgwAGKi4t57LHHmDNnTo0bfT7wwAMxcxuqe/jhh3n44Ydr/X6rVq1o5Z/cWIdkbjb69a9/nXXr1sU8tnv3bqZNm8bXv/51fve737FhwwYG17Kwor6xb9u2jcOHDzNixIhzj82dO5cRI0bQxNfrsGbNmpTM9UiLTp3c/MgjR1xDt3OnqzBvUk8V5swB/5yW4cNh2rTgYkpAqtqgXpEb782bN9Oplh6Pqqoq7rrrLm688UYWLFjAM888wz333BNzzbZt284dqyo7duw4VwMrmoCUl5efV6ol3nYjWW2dqjJmzJgGt3Wpaueg/m3dmTNn6k5G27aFO++EZ591hU5PnHDHf/d30LVr3K+VMqqasV/jxo3Tenv6adVHH3VfK1bU/+dTYN26dUGHUC/Dhg3Tvn376le+8pWgQ2mwP//5z3rffffpjBkzdO/evTHfe+utt7R///7nzvft26dDhgzRxx57TFVV7733Xr3hhhuSFsurr76qgM6bN08rKir0gw8+0Hbt2umXvvQlPXPmzLnrpkyZok8//XSDXiMj3mNz5ni/e2+/3aCnAIo1A9qeZHw1qP2qr8pK1b/8xft3f/RR1ZdeUq2oOHdJRrw36ilVbdCdd96pt956q5aWlqqq6uHDh/XVV1/V48ePq6rqY489pkOGDNETJ07o/PnztXXr1rp69epzP9+rVy/t1q2bLl26VMvLy/XnP/+5dujQQY8cOXLumqZNm+ru3buTGveFZEpbF287p1r/tu5rX/ua/uxnP6v1+zHv8e3bVX/yE+/34ac/VY38f6dDbW1Ydk2QP3XKmzciEruViInb5MmT2b9/f9omucejvlvX3HLLLTz11FN89atfPW9i5bXXXkvjxo354IMPOHr0KNdeey3XX3/9uQm4jz32GO+//z7vvvtuUmJfsWIF1113HT/4wQ/o1KkTTzzxBF//+teZM2fOuZVMGzduZPPmzdx5551Jec1A+CcF+3uYTWpUVbnJwCtWeI+NHAl/8zeh79FPVRv01FNPMWjQIKZOnUrr1q0ZMWIEL7/8MiLC/Pnz+cUvfsHLL79My5YtmTp1Kv/0T//EbbfdxknfHnz3338/3/nOd2jXrh1/+tOfmDNnTswcrb59+9Y+vygOYW3r4mnnoGFt3d69e+nXr198F/fs6YYPo6sUy8rgD39wBX6DVFMGVp8v4N+AVcAKYB7QrZbr7gI2R77uiue5631nuGKFl802sIcgFcJ2Z3nVVVfpz3/+86DDiLF79249duyYqqrOmTNHv/zlL9f5M2fOnNF77rlHT548ed733nrrLb300kuTHmdNvvCFL+gvf/nLC14zc+ZMfeqppxr8GhnxHjt7VvXHP/Z+Bw8cqPdTYD1b8SkrU33hhdgerddecz1d1WTEe6OeMrENUnU9W3/84x8veM33vvc9/e///u8Gv0ZY27p42jnVhrV1ffv21cOHD9f6/Rrf47t3q/78597vx49/rLp+fb1etyFqa8OS0bP1uKqOVNXRwBvAD6tfICLtgUeBicAE4FERaVf9uoRl+irEEHjyySfZs2cP3/ve94IOJcaFtnSYNWsWkydPZtiwYeTl5TFkyBAqKyv57ne/y8MPP1zjWP/06dP58MMP0xL78uXLY+Yx1GTWrFncd999aYknZRo3Bv/dp/VupcbBg24isP/fd/x4uOkmV7w05DK1DYrXzTffzIIFCxr882Ft6+Jp56D+bd3nn39Onz59aFvfLfe6doW77/YKn549Cy++CH/9ayCV5hP+zVRV/1KHlkBNf4trgXdU9ZCqHgbeAaYn+toxKivdKqioFNQ5yWaLFy+mTZs2PPHEE7zyyivnTWjMFNW3dNi0aRO/+tWvmD9/PmvWrGHo0KF88skn/Md//Adr1qzh8ccfT6jhS9TBgwcpLS09bzVO1rKhxNQqKYGnnnKrrqMuuQSuvz709QTD0gbV5bLLLmPfvn3nioY2VJjaulS2c88//zyPPPJIw364c2eXcPm39pk/H156yU2iT6OkrEYUkX8HvgIcBWraF6A7sNN3Xhp5rKbnuh+4H6jfjuk7drjd7cGtSsig+hphMGHCBI4ePRp0GBdU05YOr7/+OnfffTfNIuPzTZo0oXHjxjz44IMZUfW+Q4cO0WH03OCfJxndycFf4dk0jKrbiuTdd7278saNXW9WltQ0C0Mb5F+JeCEPPfQQs2bN4u67727Q64StrUtVO1dWVsauXbv4/ve/3/An6dgRvvY1ePlliJT/YP1610N8xx2xiVgKxdWzJSLvisiaGr5mAKjqI6raA3gB+FZNT1HDYzX+z6jqk6papKpFtS3PrZH/LnrgwNDf5ZlYtW3pcPr0acoiWzPNmzeP3r17n1fEz6RR69bQrZs7rqqCzz4LNp5scOwYvPCC24ok+oFWUAD33JM1iVa2mThxIs2aNWO/vwcyTtbWeV555RUeffTRxJ+oRQtXAmLSJO+xffvgt7+F5cvTMqwYV8+WqsZbsOV/gDm4+Vl+pcBU33kh8EGcHXhVHwAACHtJREFUzxmf6smWySrRLR0OHDjA888/z4gRI/jVr37FXXfdxe23386rr75Kly5dePrpp4MO1QwcCLt3u+NNmyBTN9DOdKqwahW89Za31ytAjx5w++2xm/CajDNz5sxzyVF9WFvnufXWW8/15CUsLw+mT3d7Jb/xhpt6dOYMvP46rFsHX/iCu4lJkYSHEUVkgKpGN0O7CdhQw2VzgZ/4JsVfA/xLoq99zsGD7gvcHmBWTDHr1LalQ69evWreM8sEZ+BA+OADd7x5s+vhyoKJ22l1/Lj7QNi40XtMBCZOdMVKQ7CptKFBiYK1dZ6kJVp+Y8a4aUavvgrR7dE2b4YnnnDbW40cmZKRsWT8xv5MRAYBVcB24AEAESkCHlDV+1T1kIj8GxAttvEjVT1U89M1gL9Xq29fa4iMCVLXrm448fhxV/tu1y7XG2Pqdvas23Lno49ie7PatYObb7btx4xJhsJC+MY33BZjixa5XuSyMle3bvlyuOYabzpEkiSclajq39TyeDFwn+/8GeCZRF+vRv67PxtCNCZY0YLCy5a5840bLdmqS3TI8P33ofok8QkTXG9Wfn4wsRmTjZo0ccOKQ4bAa6/B4cPu8W3b4MknYcQIuOoqt+AuCcLfBVRWFlsZ1qrGGxO8QYO8ZGvTptDu05cWW7bAvHmwZ0/s4x06wI03Qp8+wcRlTC7o1cvr5VqyxE17AFi92s3lmjgRLr0UmjdP6GXCn2yVlHj/ON27u+ELY0yw+vRxw/kVFW7Vz5EjSbtDzCqrV8Of/xz7WMuWMHUqjB0b+m13jAmF/Hw3X2v8eFdeZUNk6nllpSu5smEDfOtbCc09Df+s1c2bvWMbQjQmM+Tnx/bI+H9PjWfwYG8FVJMmcNll8J3vuEbfEi1j0qtjR5g505VVKSz0Hp8wIeFFPuHv2brhBhg61A1VDB4cdDS1UlXEan+ZFMjYoqmjR7sKzoMGxTZcxtOkiZsXsn07XHFFynrmq6qqyLMVoSYLpaT969kT7r3XFT9duhSKihJ+yvAnW/n5rjHP4L0QmzVrxsGDB+nQoYMlXCapVJWDBw+mZol0ooYNsxpb8Rg1yn2lSMuWLdm1axddunShSZMm1gaZrJHS9k/EdeQMHZqUpwt/shUChYWFlJaWNqiasDF1adasGYXWc2RqUVhYyIEDB9i+fTsVFRVBh2NMUoWl/bNkKw2aNGlCH1tRZIwJQF5eHp07d6Zz585Bh2JMzrJBfGOMMcaYFLJkyxiT80RkuohsFJESEXmohu83FZE/Rb6/SER6pz9KY0xYWbJljMlpItII+A1wHTAUuENEqs+KvRc4rKr9gf8Afp7eKI0xYWbJljEm100ASlR1i6qWAy8CM6pdMwN4LnL8CnCV2LI+Y0ycLNkyxuS67sBO33lp5LEar1HVCuAo0KH6E4nI/SJSLCLFtvrYGBOV0asRly5dekBEtsd5eUfgQCrjSRGLO73CGjeEN/b6xN0rlYHUoqYequqVEuO5BlV9EngSQET250D7BeGN3eJOr1yJu8Y2LKOTLVXtFO+1IlKsqomXeU0zizu9who3hDf2EMRdCvTwnRcCu2u5plREGgNtgEMXetJcaL8gvLFb3OmV63HbMKIxJtctAQaISB8RyQdmArOrXTMbuCtyfCvwvmbsPknGmEyT0T1bxhiTaqpaISLfAuYCjYBnVHWtiPwIKFbV2cDvgT+KSAmuR2tmcBEbY8Imm5KtJ4MOoIEs7vQKa9wQ3tgzPm5VfRN4s9pjP/QdlwG3pTCEjP83uoCwxm5xp1dOxy3WE26MMcYYkzo2Z8sYY4wxJoUs2TLGGGOMSaGsTLZE5EERURHpGHQs8RCRx0Vkg4isEpG/iEjboGO6kLr2kctEItJDROaLyHoRWSsi/yfomOpDRBqJyHIReSPoWOIlIm1F5JXIe3u9iEwOOqYwsPYrtaz9Sr8wtl+Q3DYs65ItEekBXA3sCDqWengHGK6qI4FNwL8EHE+t4txHLhNVAP+oqkOAScDfhyTuqP8DrA86iHr6T+BtVR0MjCJ88aedtV+pZe1XYMLYfkES27CsS7Zwm8T+EzVUd85UqjovsgUIwEJcUcVMFc8+chlHVT9X1WWR4+O4X5rqW7JkJBEpBG4Ang46lniJSAFwGa5kAqparqpHgo0qFKz9Si1rv9IsjO0XJL8Ny6pkS0RuAnap6sqgY0nAPcBbQQdxAfHsI5fRRKQ3MAZYFGwkcfsl7gO4KuhA6qEvsB/478jwwdMi0jLooDKZtV9pYe1X+oWx/YIkt2Ghq7MlIu8CF9XwrUeAh4Fr0htRfC4Ut6q+HrnmEVx38QvpjK2e4tojLlOJSCvgz8B3VfVY0PHURURuBPap6lIRmRp0PPXQGBgLfFtVF4nIfwIPAf9PsGEFy9qvwFn7lUYhbr8gyW1Y6JItVZ1W0+MiMgLoA6wUEXBd2ctEZIKq7kljiDWqLe4oEbkLuBG4KsO3AYlnH7mMJCJNcA3VC6r6atDxxGkKcJOIXA80AwpE5HlV/XLAcdWlFChV1ejd9yu4hiqnWfsVOGu/0ius7RckuQ3L2qKmIrINKFLVjN9lXESmA/8vcLmq7g86nguJbMK7CbgK2IXbV+5OVV0baGB1EPcJ9hxwSFW/G3Q8DRG5M3xQVW8MOpZ4iMhHwH2qulFE/hVoqarfDzisULD2KzWs/QpO2NovSG4bFrqerSz1a6Ap8E7krnahqj4QbEg1q20fuYDDiscU4O+A1SKyIvLYw5FtWkxqfBt4IbK58xbgqwHHY1LD2q/Us/YrGElrw7K2Z8sYY4wxJhNk1WpEY4wxxphMY8mWMcYYY0wKWbJljDHGGJNClmwZY4wxxqSQJVvGGGOMMSlkyZYxxhhjTApZsmWMMcYYk0L/P1G9jkCCmdQxAAAAAElFTkSuQmCC\n", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ + "\n", + "# Parameters\n", "sigma = 2\n", "mu = 1\n", - "x = np.linspace(-4, 6)\n", - "y = -1/(2*sigma**2)*(x-mu)**2\n", "\n", - "fig, axs = plt.subplots(1, 2, figsize = (10, 4))\n", - "axs[0].plot(x, y, lw = 3, color = 'r', alpha = .5,\n", - " label = r'$y=-\\frac{1}{2\\sigma^2}(x-\\mu)^2$')\n", - "axs[0].legend(loc ='best', fontsize = 13)\n", + "# Generate x values\n", + "x = np.linspace(-4, 6, 100) # Increased number of points for smoother curve\n", "\n", - "axs[1].plot(x,np.exp(y), lw = 3, color = 'r', alpha = .5, \n", - " label = r'$y=\\exp{\\left(-\\frac{1}{2\\sigma^2}(x-\\mu)^2\\right)}$')\n", - "axs[1].legend(loc ='best', fontsize = 13)\n", - "plt.show()" + "# Calculate y values for both plots\n", + "y_quadratic = -1/(2*sigma**2) * (x - mu)**2\n", + "y_exponential = np.exp(y_quadratic)\n", + "\n", + "# Create figure and axes\n", + "fig, axs = plt.subplots(1, 2, figsize=(10, 4))\n", + "\n", + "# Plot quadratic function\n", + "axs[0].plot(x, y_quadratic, lw=3, color='red', alpha=0.5, label=r'$y = -\\frac{1}{2\\sigma^2}(x - \\mu)^2$')\n", + "axs[0].legend(loc='best', fontsize=13)\n", + "axs[0].set_title('Quadratic Function')\n", + "axs[0].set_xlabel('x')\n", + "axs[0].set_ylabel('y')\n", + "\n", + "# Plot exponential function\n", + "axs[1].plot(x, y_exponential, lw=3, color='red', alpha=0.5, label=r'$y = \\exp\\left(-\\frac{1}{2\\sigma^2}(x - \\mu)^2\\right)$')\n", + "axs[1].legend(loc='best', fontsize=13)\n", + "axs[1].set_title('Exponential Function')\n", + "axs[1].set_xlabel('x')\n", + "axs[1].set_ylabel('y')\n", + "\n", + "# Display the plot\n", + "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The constant in front, $\\frac{1}{\\sqrt{2\\pi}\\sigma}$, is a normalizing factor which ensures the integral of the whole function equals to $1$. \n", + "The constant $\\frac{1}{\\sqrt{2\\pi}\\sigma}$ at the beginning serves as a normalizing factor, ensuring that the integral of the entire function equals $1$:\n", "\n", "$$\n", - " \\int_{-\\infty}^{\\infty} \\frac{1}{\\sqrt{2 \\pi} \\sigma}\\exp \\left(-\\frac{1}{2 \\sigma^{2}}(x-\\mu)^{2}\\right)dx=1\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Easiest way to plot a univariate normal PDF is to use Scipy's normal distribution function, ```sp.stats.norm.pdf()```, we can specify the $\\mu$ and $\\sigma$." + "\\int_{-\\infty}^{\\infty} \\frac{1}{\\sqrt{2 \\pi} \\sigma}\\exp \\left(-\\frac{1}{2 \\sigma^{2}}(x-\\mu)^{2}\\right)dx=1\n", + "$$\n", + "\n", + "The simplest method to plot a univariate normal PDF is by utilizing the `sp.stats.norm.pdf()` function from Scipy, where we can directly input the values for $\\mu$ and $\\sigma$." ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 23, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -168,15 +166,6 @@ "plt.show()" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "That's all we need to know about univariate distribution! \n", - "\n", - "For more details, check out my notebook of basic statistics." - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -188,13 +177,13 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The PDF of a multivariate normal distribution is \n", + "The probability density function (PDF) of a multivariate normal distribution is given by:\n", "\n", "$$\n", - "p(\\mathbf{x} ; \\mu, \\Sigma)=\\frac{1}{(2 \\pi)^{n / 2}|\\Sigma|^{1 / 2}} \\exp \\left(-\\frac{1}{2}(x-\\mu)^{T} \\Sigma^{-1}(x-\\mu)\\right) \\tag{1}\\label{1}\n", + "p(\\mathbf{x} ; \\mu, \\Sigma) = \\frac{1}{(2 \\pi)^{\\frac{n}{2}}|\\Sigma|^{\\frac{1}{2}}} \\exp \\left(-\\frac{1}{2}(\\mathbf{x}-\\mu)^{T} \\Sigma^{-1}(\\mathbf{x}-\\mu)\\right)\n", "$$\n", "\n", - "Before we analyze the PDF, we should know some basics of random vectors." + "Understanding this PDF requires refreshing some foundational knowledge of random vectors, which will be done below." ] }, { @@ -250,60 +239,39 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "As you have guessed, the linear combination of a sequence of normal distribution will be a normal distribution as well. Let's say we have another random vector $\\pmb{z}$\n", + "As anticipated, the linear combination of a sequence of normally distributed variables will also yield a normal distribution. Consider a random vector $\\mathbf{z}$:\n", "\n", "$$\n", "\\mathbf{z}=\n", "\\left[\n", "\\begin{matrix}\n", - "z_1\\\\z_2\\\\ \\vdots \\\\z_n\n", + "z_1\\\\\n", + "z_2\\\\\n", + "\\vdots \\\\\n", + "z_n\n", "\\end{matrix}\n", "\\right]\n", "$$\n", "\n", - "where $z_i\\sim iid(0,\\ \\sigma^2)$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "For any matrix $A_{n\\times n}$ of full rank, random normal vector $\\mathbf{x}$ can be write as\n", + "where each $z_i$ is independently and identically distributed (iid) with mean $0$ and variance $\\sigma^2=1$. Given any full-rank matrix $A_{n\\times n}$, a random normal vector $\\mathbf{x}$ can be expressed as:\n", "\n", "$$\n", "\\mathbf{x} = A\\mathbf{z}\n", "$$\n", "\n", - "It simply states that each $x_i, i=(1,2,...,n) $ is a linear combination of $\\mathbf{z}$." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If $\\mathbf{\\mu} = \\mathbf{0}$, the variance of $\\mathbf{x}$ is \n", + "This implies that each $x_i$ for $i=1,2,...,n$ is a linear combination of $\\mathbf{z}$. If $\\mathbf{\\mu} = \\mathbf{0}$, the variance of $\\mathbf{x}$ is given by:\n", "\n", "$$\n", - "\\operatorname{Var}(\\mathbf{x})=E\\left(\\mathbf{x} \\mathbf{x}^{T}\\right)={A }E\\left(\\mathbf{z} \\mathbf{z}^{T}\\right) {A}^{T}={A} \\mathbf{I} {A}^{T}={A} {A}^{T}\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Covariance matrix ${AA}^T$ is positive semi-definite matrix, let $\\mathbf{x}$ be an $n$-vector, then\n", + "\\operatorname{Var}(\\mathbf{x})=E\\left(\\mathbf{x} \\mathbf{x}^{T}\\right)=A E\\left(\\mathbf{z} \\mathbf{z}^{T}\\right) A^{T}=A \\mathbf{I} A^{T}=A A^{T}\n", + "$$\n", + "\n", + "The covariance matrix $AA^T$ is a positive semi-definite matrix. For an $n$-vector $\\mathbf{x}$, we have:\n", "\n", "$$\n", - "\\mathbf{x}^T{AA}^T\\mathbf{x}= ({A}^T\\mathbf{x})^T({A}^T\\mathbf{x}) = \\|{A}^T\\mathbf{x}\\|^2 \\geq 0\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "It also means that all eigenvalues of ${AA}^T$ are non-negative as well, refer to Chapter 17, the section of positive definite matrix." + "\\mathbf{x}^TAA^T\\mathbf{x}= (A^T\\mathbf{x})^T(A^T\\mathbf{x}) = \\|A^T\\mathbf{x}\\|^2 \\geq 0\n", + "$$\n", + "\n", + "This also indicates that all eigenvalues of $AA^T$ are non-negative. For further details, refer to Chapter 17, specifically the section on positive definite matrices." ] }, { @@ -317,15 +285,15 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "If $ {A}_{n\\times n}$ is positive definite and symmetric, then all the eigenvalues are larger than $0$. But what if there is $0$ eigenvalue, then we get\n", + "If a matrix $A_{n\\times n}$ is both positive definite and symmetric, all its eigenvalues are strictly greater than $0$. This property is crucial because eigenvalues reflect the matrix's characteristics in various dimensions. However, encountering an eigenvalue of $0$ implies a significant shift:\n", "\n", "$$\n", - " {A\\mathbf{x}} = {0}\n", + "A\\mathbf{x} = 0\n", "$$\n", "\n", - "since $ {\\mathbf{x}}$ is a nontrivial solution(eigenvector is always nonzero), therefore $ {A}$ must be non-invertible.\n", + "This equation suggests that $\\mathbf{x}$, a nontrivial solution (eigenvector), leads to a scenario where the matrix $A$ transforms $\\mathbf{x}$ into the zero vector. A nontrivial solution implies that the eigenvector $\\mathbf{x}$ is not the zero vector, which in turn indicates that the matrix $A$ lacks full rank and is therefore non-invertible.\n", "\n", - "Thus, if $ {A}$ is positive definite, $ {A}$ does not have $ {0}$ eigenvector which means it is invertible." + "Consequently, the presence of a $0$ eigenvalue in a positive definite and symmetric matrix contradicts its defined properties. Thus, if $A$ is indeed positive definite, it guarantees that all eigenvalues are positive, ensuring that $A$ is invertible. This invertibility is a key attribute, as it confirms the matrix's capability to be uniquely reversed, maintaining the integrity of operations within linear transformations." ] }, { @@ -339,38 +307,29 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The same $ {A}$ as in last section, we have $ {A} {A}^{-1}=\\mathbf{I}$. Taking the transpose, we get\n", + "Continuing from the previous section, where $A$ is symmetric and positive semi-definite (PSD), we know that $AA^{-1} = \\mathbf{I}$. By taking the transpose of this equation, we obtain:\n", "\n", "$$\n", - "( {A}^{-1})^T {A} = ( {A}^{T})^{-1} {A}= {A}^{-1} {A}=\\mathbf{I}\n", + "(A^{-1})^T A = (A^T)^{-1} A = A^{-1} A = \\mathbf{I}\n", "$$\n", "\n", - "We can see that $( {A}^{-1})^T= {A}^{-1}$, $ {A}^{-1}$ is also a symmetric matrix." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now we can show that $ A^{-1}$ is also positive definite." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ + "This demonstrates that $(A^{-1})^T = A^{-1}$, indicating that $A^{-1}$ is also a symmetric matrix. Next, we aim to show that $A^{-1}$ is positive definite.\n", + "\n", + "Consider an eigenvalue equation for $A$:\n", + "\n", + "$$\n", + "A \\mathbf{v} = \\lambda \\mathbf{v}\n", + "$$\n", + "\n", + "Applying $A^{-1}$ to both sides, we get:\n", + "\n", + "$$\n", + "A^{-1} A \\mathbf{v} = \\lambda A^{-1} \\mathbf{v} \\Longrightarrow \\frac{1}{\\lambda} \\mathbf{v} = A^{-1}\\mathbf{v}\n", "$$\n", - "A \\mathbf{v}=\\lambda \\mathbf{v} \\Longrightarrow A^{-1} A \\mathbf{v}=\\lambda A^{-1} \\mathbf{v} \\Longrightarrow\\frac{1}{\\lambda} \\mathbf{v} = A^{-1}\\mathbf{v}\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We have proved that if $ {A}$ has eigenvalue $\\lambda$, then $ {A}^{-1}$ has $\\frac{1}{\\lambda}$ as its eigenvalue.\n", "\n", - "If $\\lambda>0$, certainly $\\frac{1}{\\lambda}>0$, thus $ {A}^{-1}$ is also positive definite." + "This derivation proves that if $A$ has an eigenvalue $\\lambda$, then $A^{-1}$ has $\\frac{1}{\\lambda}$ as its corresponding eigenvalue.\n", + "\n", + "Given that $\\lambda > 0$ (since $A$ is positive definite), it follows that $\\frac{1}{\\lambda} > 0$. Therefore, $A^{-1}$ is also positive definite, maintaining the property of positive definiteness through inversion." ] }, { @@ -384,7 +343,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "In the PDF of MND, the argument of exponential function is $-\\frac{1}{2}(\\mathbf{x}-\\mathbf{\\mu})^{T} \\Sigma^{-1}(\\mathbf{x}-\\mathbf\\mu)$, which is a quadratic form. \n", + "In the PDF of MND, the argument of exponential function is $-\\frac{1}{2}(\\mathbf{x}-\\mathbf{\\mu})^{T} \\Sigma^{-1}(\\mathbf{x}-\\mathbf\\mu)$, which takes a quadratic form. \n", "\n", "$\\Sigma$ is symmetric positive semi-definite, so is $\\Sigma^{-1}$ for any vector $\\mathbf{x} = \\mathbf{\\mu}$. \n", "\n", @@ -392,13 +351,7 @@ "\n", "$$\n", "-\\frac{1}{2}(\\mathbf{x}-\\mathbf{\\mu})^T\\Sigma^{-1}( \\mathbf{x}-{\\mu})\\leq 0\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ + "$$\n", "If we define a simple bivariate case, the quadratic form is \n", "\n", "\\begin{align}\n", @@ -430,802 +383,69 @@ "\\frac{1}{\\sigma_{2}^{2}}\\left(x_{2}-\\mu_{2}\\right)\n", "\\end{array}\\right]\\\\\n", "& = -\\frac{1}{2 \\sigma_{1}^{2}}\\left(x_{1}-\\mu_{1}\\right)^{2}-\\frac{1}{2 \\sigma_{2}^{2}}\\left(x_{2}-\\mu_{2}\\right)^{2}\n", - "\\end{align}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ + "\\end{align}\n", "Further, we give value to $\\sigma$ and $\\mu$\n", "\n", "$$\n", "\\sigma_1 = 2,\\ \\sigma_2 = 3,\\ \\mu_1 = 0,\\ \\mu_2 = 0\n", - "$$" + "$$\n", + "We can visualize quadratic form and its exponential" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We can visualize quadratic form and its exponential" + "In the probability density function (PDF) of the Multivariate Normal Distribution (MND), the argument of the exponential function is $-\\frac{1}{2}(\\mathbf{x}-\\mathbf{\\mu})^{T} \\Sigma^{-1}(\\mathbf{x}-\\mathbf{\\mu})$, representing a quadratic form. Here, $\\Sigma$ denotes the covariance matrix, which is symmetric and positive semi-definite. Consequently, its inverse, $\\Sigma^{-1}$, shares these properties for any vector $\\mathbf{x} = \\mathbf{\\mu}$.\n", + "\n", + "The presence of a negative sign results in a negative semi-definite quadratic form, mathematically expressed as:\n", + "\n", + "$$\n", + "-\\frac{1}{2}(\\mathbf{x}-\\mathbf{\\mu})^T\\Sigma^{-1}(\\mathbf{x}-\\mathbf{\\mu}) \\leq 0\n", + "$$\n", + "\n", + "To illustrate this concept with a simple bivariate example, consider the quadratic form:\n", + "\n", + "\\begin{align}\n", + "-\\frac{1}{2}\\begin{bmatrix}\n", + "x_{1}-\\mu_{1} \\\\\n", + "x_{2}-\\mu_{2}\n", + "\\end{bmatrix}^T\\begin{bmatrix}\n", + "\\sigma_{1}^{2} & 0 \\\\\n", + "0 & \\sigma_{2}^{2}\n", + "\\end{bmatrix}^{-1}\\begin{bmatrix}\n", + "x_{1}-\\mu_{1} \\\\\n", + "x_{2}-\\mu_{2}\n", + "\\end{bmatrix} &= -\\frac{1}{2}\\begin{bmatrix}\n", + "x_{1}-\\mu_{1} \\\\\n", + "x_{2}-\\mu_{2}\n", + "\\end{bmatrix}^T\\begin{bmatrix}\n", + "\\frac{1}{\\sigma_{1}^{2}} & 0 \\\\\n", + "0 & \\frac{1}{\\sigma_{2}^{2}}\n", + "\\end{bmatrix}\\begin{bmatrix}\n", + "x_{1}-\\mu_{1} \\\\\n", + "x_{2}-\\mu_{2}\n", + "\\end{bmatrix} \\\\\n", + "&= -\\frac{1}{2}\\left(\\frac{(x_{1}-\\mu_{1})^2}{\\sigma_{1}^{2}} + \\frac{(x_{2}-\\mu_{2})^2}{\\sigma_{2}^{2}}\\right)\n", + "\\end{align}\n", + "\n", + "For specific values of $\\sigma$ and $\\mu$:\n", + "\n", + "$$\n", + "\\sigma_1 = 2, \\sigma_2 = 3, \\mu_1 = 0, \\mu_2 = 0\n", + "$$\n", + "\n", + "This setup allows us to visualize the quadratic form and its exponential, providing insight into the shape and behavior of the Multivariate Normal Distribution's density function." ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 24, "metadata": {}, "outputs": [ { "data": { - "application/javascript": [ - "/* Put everything inside the global mpl namespace */\n", - "window.mpl = {};\n", - "\n", - "\n", - "mpl.get_websocket_type = function() {\n", - " if (typeof(WebSocket) !== 'undefined') {\n", - " return WebSocket;\n", - " } else if (typeof(MozWebSocket) !== 'undefined') {\n", - " return MozWebSocket;\n", - " } else {\n", - " alert('Your browser does not have WebSocket support. 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' +\n 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n 'Firefox 4 and 5 are also supported but you ' +\n 'have to enable WebSockets in about:config.'\n );\n }\n};\n\nmpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n this.id = figure_id;\n\n this.ws = websocket;\n\n this.supports_binary = this.ws.binaryType !== undefined;\n\n if (!this.supports_binary) {\n var warnings = document.getElementById('mpl-warnings');\n if (warnings) {\n warnings.style.display = 'block';\n warnings.textContent =\n 'This browser does not support binary websocket messages. ' +\n 'Performance may be slow.';\n }\n }\n\n this.imageObj = new Image();\n\n this.context = undefined;\n this.message = undefined;\n this.canvas = undefined;\n this.rubberband_canvas = undefined;\n this.rubberband_context = undefined;\n this.format_dropdown = undefined;\n\n this.image_mode = 'full';\n\n this.root = document.createElement('div');\n this.root.setAttribute('style', 'display: inline-block');\n this._root_extra_style(this.root);\n\n parent_element.appendChild(this.root);\n\n this._init_header(this);\n this._init_canvas(this);\n this._init_toolbar(this);\n\n var fig = this;\n\n this.waiting = false;\n\n this.ws.onopen = function () {\n fig.send_message('supports_binary', { value: fig.supports_binary });\n fig.send_message('send_image_mode', {});\n if (fig.ratio !== 1) {\n fig.send_message('set_device_pixel_ratio', {\n device_pixel_ratio: fig.ratio,\n });\n }\n fig.send_message('refresh', {});\n };\n\n this.imageObj.onload = function () {\n if (fig.image_mode === 'full') {\n // Full images could contain transparency (where diff images\n // almost always do), so we need to clear the canvas so that\n // there is no ghosting.\n fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n }\n fig.context.drawImage(fig.imageObj, 0, 0);\n };\n\n this.imageObj.onunload = function () {\n fig.ws.close();\n };\n\n this.ws.onmessage = this._make_on_message_function(this);\n\n this.ondownload = ondownload;\n};\n\nmpl.figure.prototype._init_header = function () {\n var titlebar = document.createElement('div');\n titlebar.classList =\n 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n var titletext = document.createElement('div');\n titletext.classList = 'ui-dialog-title';\n titletext.setAttribute(\n 'style',\n 'width: 100%; text-align: center; padding: 3px;'\n );\n titlebar.appendChild(titletext);\n this.root.appendChild(titlebar);\n this.header = titletext;\n};\n\nmpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._init_canvas = function () {\n var fig = this;\n\n var canvas_div = (this.canvas_div = document.createElement('div'));\n canvas_div.setAttribute('tabindex', '0');\n canvas_div.setAttribute(\n 'style',\n 'border: 1px solid #ddd;' +\n 'box-sizing: content-box;' +\n 'clear: both;' +\n 'min-height: 1px;' +\n 'min-width: 1px;' +\n 'outline: 0;' +\n 'overflow: hidden;' +\n 'position: relative;' +\n 'resize: both;' +\n 'z-index: 2;'\n );\n\n function on_keyboard_event_closure(name) {\n return function (event) {\n return fig.key_event(event, name);\n };\n }\n\n canvas_div.addEventListener(\n 'keydown',\n on_keyboard_event_closure('key_press')\n );\n canvas_div.addEventListener(\n 'keyup',\n on_keyboard_event_closure('key_release')\n );\n\n this._canvas_extra_style(canvas_div);\n this.root.appendChild(canvas_div);\n\n var canvas = (this.canvas = document.createElement('canvas'));\n canvas.classList.add('mpl-canvas');\n canvas.setAttribute(\n 'style',\n 'box-sizing: content-box;' +\n 'pointer-events: none;' +\n 'position: relative;' +\n 'z-index: 0;'\n );\n\n this.context = canvas.getContext('2d');\n\n var backingStore =\n this.context.backingStorePixelRatio ||\n this.context.webkitBackingStorePixelRatio ||\n this.context.mozBackingStorePixelRatio ||\n this.context.msBackingStorePixelRatio ||\n this.context.oBackingStorePixelRatio ||\n this.context.backingStorePixelRatio ||\n 1;\n\n this.ratio = (window.devicePixelRatio || 1) / backingStore;\n\n var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n 'canvas'\n ));\n rubberband_canvas.setAttribute(\n 'style',\n 'box-sizing: content-box;' +\n 'left: 0;' +\n 'pointer-events: none;' +\n 'position: absolute;' +\n 'top: 0;' +\n 'z-index: 1;'\n );\n\n // Apply a ponyfill if ResizeObserver is not implemented by browser.\n if (this.ResizeObserver === undefined) {\n if (window.ResizeObserver !== undefined) {\n this.ResizeObserver = window.ResizeObserver;\n } else {\n var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n this.ResizeObserver = obs.ResizeObserver;\n }\n }\n\n this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n // There's no need to resize if the WebSocket is not connected:\n // - If it is still connecting, then we will get an initial resize from\n // Python once it connects.\n // - If it has disconnected, then resizing will clear the canvas and\n // never get anything back to refill it, so better to not resize and\n // keep something visible.\n if (fig.ws.readyState != 1) {\n return;\n }\n var nentries = entries.length;\n for (var i = 0; i < nentries; i++) {\n var entry = entries[i];\n var width, height;\n if (entry.contentBoxSize) {\n if (entry.contentBoxSize instanceof Array) {\n // Chrome 84 implements new version of spec.\n width = entry.contentBoxSize[0].inlineSize;\n height = entry.contentBoxSize[0].blockSize;\n } else {\n // Firefox implements old version of spec.\n width = entry.contentBoxSize.inlineSize;\n height = entry.contentBoxSize.blockSize;\n }\n } else {\n // Chrome <84 implements even older version of spec.\n width = entry.contentRect.width;\n height = entry.contentRect.height;\n }\n\n // Keep the size of the canvas and rubber band canvas in sync with\n // the canvas container.\n if (entry.devicePixelContentBoxSize) {\n // Chrome 84 implements new version of spec.\n canvas.setAttribute(\n 'width',\n entry.devicePixelContentBoxSize[0].inlineSize\n );\n canvas.setAttribute(\n 'height',\n entry.devicePixelContentBoxSize[0].blockSize\n );\n } else {\n canvas.setAttribute('width', width * fig.ratio);\n canvas.setAttribute('height', height * fig.ratio);\n }\n /* This rescales the canvas back to display pixels, so that it\n * appears correct on HiDPI screens. */\n canvas.style.width = width + 'px';\n canvas.style.height = height + 'px';\n\n rubberband_canvas.setAttribute('width', width);\n rubberband_canvas.setAttribute('height', height);\n\n // And update the size in Python. We ignore the initial 0/0 size\n // that occurs as the element is placed into the DOM, which should\n // otherwise not happen due to the minimum size styling.\n if (width != 0 && height != 0) {\n fig.request_resize(width, height);\n }\n }\n });\n this.resizeObserverInstance.observe(canvas_div);\n\n function on_mouse_event_closure(name) {\n /* User Agent sniffing is bad, but WebKit is busted:\n * https://bugs.webkit.org/show_bug.cgi?id=144526\n * https://bugs.webkit.org/show_bug.cgi?id=181818\n * The worst that happens here is that they get an extra browser\n * selection when dragging, if this check fails to catch them.\n */\n var UA = navigator.userAgent;\n var isWebKit = /AppleWebKit/.test(UA) && !/Chrome/.test(UA);\n if(isWebKit) {\n return function (event) {\n /* This prevents the web browser from automatically changing to\n * the text insertion cursor when the button is pressed. We\n * want to control all of the cursor setting manually through\n * the 'cursor' event from matplotlib */\n event.preventDefault()\n return fig.mouse_event(event, name);\n };\n } else {\n return function (event) {\n return fig.mouse_event(event, name);\n };\n }\n }\n\n canvas_div.addEventListener(\n 'mousedown',\n on_mouse_event_closure('button_press')\n );\n canvas_div.addEventListener(\n 'mouseup',\n on_mouse_event_closure('button_release')\n );\n canvas_div.addEventListener(\n 'dblclick',\n on_mouse_event_closure('dblclick')\n );\n // Throttle sequential mouse events to 1 every 20ms.\n canvas_div.addEventListener(\n 'mousemove',\n on_mouse_event_closure('motion_notify')\n );\n\n canvas_div.addEventListener(\n 'mouseenter',\n on_mouse_event_closure('figure_enter')\n );\n canvas_div.addEventListener(\n 'mouseleave',\n on_mouse_event_closure('figure_leave')\n );\n\n canvas_div.addEventListener('wheel', function (event) {\n if (event.deltaY < 0) {\n event.step = 1;\n } else {\n event.step = -1;\n }\n on_mouse_event_closure('scroll')(event);\n });\n\n canvas_div.appendChild(canvas);\n canvas_div.appendChild(rubberband_canvas);\n\n this.rubberband_context = rubberband_canvas.getContext('2d');\n this.rubberband_context.strokeStyle = '#000000';\n\n this._resize_canvas = function (width, height, forward) {\n if (forward) {\n canvas_div.style.width = width + 'px';\n canvas_div.style.height = height + 'px';\n }\n };\n\n // Disable right mouse context menu.\n canvas_div.addEventListener('contextmenu', function (_e) {\n event.preventDefault();\n return false;\n });\n\n function set_focus() {\n canvas.focus();\n canvas_div.focus();\n }\n\n window.setTimeout(set_focus, 100);\n};\n\nmpl.figure.prototype._init_toolbar = function () {\n var fig = this;\n\n var toolbar = document.createElement('div');\n toolbar.classList = 'mpl-toolbar';\n this.root.appendChild(toolbar);\n\n function on_click_closure(name) {\n return function (_event) {\n return fig.toolbar_button_onclick(name);\n };\n }\n\n function on_mouseover_closure(tooltip) {\n return function (event) {\n if (!event.currentTarget.disabled) {\n return fig.toolbar_button_onmouseover(tooltip);\n }\n };\n }\n\n fig.buttons = {};\n var buttonGroup = document.createElement('div');\n buttonGroup.classList = 'mpl-button-group';\n for (var toolbar_ind in mpl.toolbar_items) {\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) {\n /* Instead of a spacer, we start a new button group. */\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n buttonGroup = document.createElement('div');\n buttonGroup.classList = 'mpl-button-group';\n continue;\n }\n\n var button = (fig.buttons[name] = document.createElement('button'));\n button.classList = 'mpl-widget';\n button.setAttribute('role', 'button');\n button.setAttribute('aria-disabled', 'false');\n button.addEventListener('click', on_click_closure(method_name));\n button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n\n var icon_img = document.createElement('img');\n icon_img.src = '_images/' + image + '.png';\n icon_img.srcset = '_images/' + image + '_large.png 2x';\n icon_img.alt = tooltip;\n button.appendChild(icon_img);\n\n buttonGroup.appendChild(button);\n }\n\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n\n var fmt_picker = document.createElement('select');\n fmt_picker.classList = 'mpl-widget';\n toolbar.appendChild(fmt_picker);\n this.format_dropdown = fmt_picker;\n\n for (var ind in mpl.extensions) {\n var fmt = mpl.extensions[ind];\n var option = document.createElement('option');\n option.selected = fmt === mpl.default_extension;\n option.innerHTML = fmt;\n fmt_picker.appendChild(option);\n }\n\n var status_bar = document.createElement('span');\n status_bar.classList = 'mpl-message';\n toolbar.appendChild(status_bar);\n this.message = status_bar;\n};\n\nmpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n // which will in turn request a refresh of the image.\n this.send_message('resize', { width: x_pixels, height: y_pixels });\n};\n\nmpl.figure.prototype.send_message = function (type, properties) {\n properties['type'] = type;\n properties['figure_id'] = this.id;\n this.ws.send(JSON.stringify(properties));\n};\n\nmpl.figure.prototype.send_draw_message = function () {\n if (!this.waiting) {\n this.waiting = true;\n this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n }\n};\n\nmpl.figure.prototype.handle_save = function (fig, _msg) {\n var format_dropdown = fig.format_dropdown;\n var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n fig.ondownload(fig, format);\n};\n\nmpl.figure.prototype.handle_resize = function (fig, msg) {\n var size = msg['size'];\n if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n fig._resize_canvas(size[0], size[1], msg['forward']);\n fig.send_message('refresh', {});\n }\n};\n\nmpl.figure.prototype.handle_rubberband = function (fig, msg) {\n var x0 = msg['x0'] / fig.ratio;\n var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n var x1 = msg['x1'] / fig.ratio;\n var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n x0 = Math.floor(x0) + 0.5;\n y0 = Math.floor(y0) + 0.5;\n x1 = Math.floor(x1) + 0.5;\n y1 = Math.floor(y1) + 0.5;\n var min_x = Math.min(x0, x1);\n var min_y = Math.min(y0, y1);\n var width = Math.abs(x1 - x0);\n var height = Math.abs(y1 - y0);\n\n fig.rubberband_context.clearRect(\n 0,\n 0,\n fig.canvas.width / fig.ratio,\n fig.canvas.height / fig.ratio\n );\n\n fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n};\n\nmpl.figure.prototype.handle_figure_label = function (fig, msg) {\n // Updates the figure title.\n fig.header.textContent = msg['label'];\n};\n\nmpl.figure.prototype.handle_cursor = function (fig, msg) {\n fig.canvas_div.style.cursor = msg['cursor'];\n};\n\nmpl.figure.prototype.handle_message = function (fig, msg) {\n fig.message.textContent = msg['message'];\n};\n\nmpl.figure.prototype.handle_draw = function (fig, _msg) {\n // Request the server to send over a new figure.\n fig.send_draw_message();\n};\n\nmpl.figure.prototype.handle_image_mode = function (fig, msg) {\n fig.image_mode = msg['mode'];\n};\n\nmpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n for (var key in msg) {\n if (!(key in fig.buttons)) {\n continue;\n }\n fig.buttons[key].disabled = !msg[key];\n fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n }\n};\n\nmpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n if (msg['mode'] === 'PAN') {\n fig.buttons['Pan'].classList.add('active');\n fig.buttons['Zoom'].classList.remove('active');\n } else if (msg['mode'] === 'ZOOM') {\n fig.buttons['Pan'].classList.remove('active');\n fig.buttons['Zoom'].classList.add('active');\n } else {\n fig.buttons['Pan'].classList.remove('active');\n fig.buttons['Zoom'].classList.remove('active');\n }\n};\n\nmpl.figure.prototype.updated_canvas_event = function () {\n // Called whenever the canvas gets updated.\n this.send_message('ack', {});\n};\n\n// A function to construct a web socket function for onmessage handling.\n// Called in the figure constructor.\nmpl.figure.prototype._make_on_message_function = function (fig) {\n return function socket_on_message(evt) {\n if (evt.data instanceof Blob) {\n var img = evt.data;\n if (img.type !== 'image/png') {\n /* FIXME: We get \"Resource interpreted as Image but\n * transferred with MIME type text/plain:\" errors on\n * Chrome. But how to set the MIME type? It doesn't seem\n * to be part of the websocket stream */\n img.type = 'image/png';\n }\n\n /* Free the memory for the previous frames */\n if (fig.imageObj.src) {\n (window.URL || window.webkitURL).revokeObjectURL(\n fig.imageObj.src\n );\n }\n\n fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n img\n );\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n } else if (\n typeof evt.data === 'string' &&\n evt.data.slice(0, 21) === 'data:image/png;base64'\n ) {\n fig.imageObj.src = evt.data;\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n }\n\n var msg = JSON.parse(evt.data);\n var msg_type = msg['type'];\n\n // Call the \"handle_{type}\" callback, which takes\n // the figure and JSON message as its only arguments.\n try {\n var callback = fig['handle_' + msg_type];\n } catch (e) {\n console.log(\n \"No handler for the '\" + msg_type + \"' message type: \",\n msg\n );\n return;\n }\n\n if (callback) {\n try {\n // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n callback(fig, msg);\n } catch (e) {\n console.log(\n \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n e,\n e.stack,\n msg\n );\n }\n }\n };\n};\n\nfunction getModifiers(event) {\n var mods = [];\n if (event.ctrlKey) {\n mods.push('ctrl');\n }\n if (event.altKey) {\n mods.push('alt');\n }\n if (event.shiftKey) {\n mods.push('shift');\n }\n if (event.metaKey) {\n mods.push('meta');\n }\n return mods;\n}\n\n/*\n * return a copy of an object with only non-object keys\n * we need this to avoid circular references\n * https://stackoverflow.com/a/24161582/3208463\n */\nfunction simpleKeys(original) {\n return Object.keys(original).reduce(function (obj, key) {\n if (typeof original[key] !== 'object') {\n obj[key] = original[key];\n }\n return obj;\n }, {});\n}\n\nmpl.figure.prototype.mouse_event = function (event, name) {\n if (name === 'button_press') {\n this.canvas.focus();\n this.canvas_div.focus();\n }\n\n // from https://stackoverflow.com/q/1114465\n var boundingRect = this.canvas.getBoundingClientRect();\n var x = (event.clientX - boundingRect.left) * this.ratio;\n var y = (event.clientY - boundingRect.top) * this.ratio;\n\n this.send_message(name, {\n x: x,\n y: y,\n button: event.button,\n step: event.step,\n modifiers: getModifiers(event),\n guiEvent: simpleKeys(event),\n });\n\n return false;\n};\n\nmpl.figure.prototype._key_event_extra = function (_event, _name) {\n // Handle any extra behaviour associated with a key event\n};\n\nmpl.figure.prototype.key_event = function (event, name) {\n // Prevent repeat events\n if (name === 'key_press') {\n if (event.key === this._key) {\n return;\n } else {\n this._key = event.key;\n }\n }\n if (name === 'key_release') {\n this._key = null;\n }\n\n var value = '';\n if (event.ctrlKey && event.key !== 'Control') {\n value += 'ctrl+';\n }\n else if (event.altKey && event.key !== 'Alt') {\n value += 'alt+';\n }\n else if (event.shiftKey && event.key !== 'Shift') {\n value += 'shift+';\n }\n\n value += 'k' + event.key;\n\n this._key_event_extra(event, name);\n\n this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n return false;\n};\n\nmpl.figure.prototype.toolbar_button_onclick = function (name) {\n if (name === 'download') {\n this.handle_save(this, null);\n } else {\n this.send_message('toolbar_button', { name: name });\n }\n};\n\nmpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n this.message.textContent = tooltip;\n};\n\n///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n// prettier-ignore\nvar _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\nmpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis\", \"fa fa-square-o\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o\", \"download\"]];\n\nmpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\", \"webp\"];\n\nmpl.default_extension = \"png\";/* global mpl */\n\nvar comm_websocket_adapter = function (comm) {\n // Create a \"websocket\"-like object which calls the given IPython comm\n // object with the appropriate methods. Currently this is a non binary\n // socket, so there is still some room for performance tuning.\n var ws = {};\n\n ws.binaryType = comm.kernel.ws.binaryType;\n ws.readyState = comm.kernel.ws.readyState;\n function updateReadyState(_event) {\n if (comm.kernel.ws) {\n ws.readyState = comm.kernel.ws.readyState;\n } else {\n ws.readyState = 3; // Closed state.\n }\n }\n comm.kernel.ws.addEventListener('open', updateReadyState);\n comm.kernel.ws.addEventListener('close', updateReadyState);\n comm.kernel.ws.addEventListener('error', updateReadyState);\n\n ws.close = function () {\n comm.close();\n };\n ws.send = function (m) {\n //console.log('sending', m);\n comm.send(m);\n };\n // Register the callback with on_msg.\n comm.on_msg(function (msg) {\n //console.log('receiving', msg['content']['data'], msg);\n var data = msg['content']['data'];\n if (data['blob'] !== undefined) {\n data = {\n data: new Blob(msg['buffers'], { type: data['blob'] }),\n };\n }\n // Pass the mpl event to the overridden (by mpl) onmessage function.\n ws.onmessage(data);\n });\n return ws;\n};\n\nmpl.mpl_figure_comm = function (comm, msg) {\n // This is the function which gets called when the mpl process\n // starts-up an IPython Comm through the \"matplotlib\" channel.\n\n var id = msg.content.data.id;\n // Get hold of the div created by the display call when the Comm\n // socket was opened in Python.\n var element = document.getElementById(id);\n var ws_proxy = comm_websocket_adapter(comm);\n\n function ondownload(figure, _format) {\n window.open(figure.canvas.toDataURL());\n }\n\n var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n\n // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n // web socket which is closed, not our websocket->open comm proxy.\n ws_proxy.onopen();\n\n fig.parent_element = element;\n fig.cell_info = mpl.find_output_cell(\"
\");\n if (!fig.cell_info) {\n console.error('Failed to find cell for figure', id, fig);\n return;\n }\n fig.cell_info[0].output_area.element.on(\n 'cleared',\n { fig: fig },\n fig._remove_fig_handler\n );\n};\n\nmpl.figure.prototype.handle_close = function (fig, msg) {\n var width = fig.canvas.width / fig.ratio;\n fig.cell_info[0].output_area.element.off(\n 'cleared',\n fig._remove_fig_handler\n );\n fig.resizeObserverInstance.unobserve(fig.canvas_div);\n\n // Update the output cell to use the data from the current canvas.\n fig.push_to_output();\n var dataURL = fig.canvas.toDataURL();\n // Re-enable the keyboard manager in IPython - without this line, in FF,\n // the notebook keyboard shortcuts fail.\n IPython.keyboard_manager.enable();\n fig.parent_element.innerHTML =\n '';\n fig.close_ws(fig, msg);\n};\n\nmpl.figure.prototype.close_ws = function (fig, msg) {\n fig.send_message('closing', msg);\n // fig.ws.close()\n};\n\nmpl.figure.prototype.push_to_output = function (_remove_interactive) {\n // Turn the data on the canvas into data in the output cell.\n var width = this.canvas.width / this.ratio;\n var dataURL = this.canvas.toDataURL();\n this.cell_info[1]['text/html'] =\n '';\n};\n\nmpl.figure.prototype.updated_canvas_event = function () {\n // Tell IPython that the notebook contents must change.\n IPython.notebook.set_dirty(true);\n this.send_message('ack', {});\n var fig = this;\n // Wait a second, then push the new image to the DOM so\n // that it is saved nicely (might be nice to debounce this).\n setTimeout(function () {\n fig.push_to_output();\n }, 1000);\n};\n\nmpl.figure.prototype._init_toolbar = function () {\n var fig = this;\n\n var toolbar = document.createElement('div');\n toolbar.classList = 'btn-toolbar';\n this.root.appendChild(toolbar);\n\n function on_click_closure(name) {\n return function (_event) {\n return fig.toolbar_button_onclick(name);\n };\n }\n\n function on_mouseover_closure(tooltip) {\n return function (event) {\n if (!event.currentTarget.disabled) {\n return fig.toolbar_button_onmouseover(tooltip);\n }\n };\n }\n\n fig.buttons = {};\n var buttonGroup = document.createElement('div');\n buttonGroup.classList = 'btn-group';\n var button;\n for (var toolbar_ind in mpl.toolbar_items) {\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) {\n /* Instead of a spacer, we start a new button group. */\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n buttonGroup = document.createElement('div');\n buttonGroup.classList = 'btn-group';\n continue;\n }\n\n button = fig.buttons[name] = document.createElement('button');\n button.classList = 'btn btn-default';\n button.href = '#';\n button.title = name;\n button.innerHTML = '';\n button.addEventListener('click', on_click_closure(method_name));\n button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n buttonGroup.appendChild(button);\n }\n\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n\n // Add the status bar.\n var status_bar = document.createElement('span');\n status_bar.classList = 'mpl-message pull-right';\n toolbar.appendChild(status_bar);\n this.message = status_bar;\n\n // Add the close button to the window.\n var buttongrp = document.createElement('div');\n buttongrp.classList = 'btn-group inline pull-right';\n button = document.createElement('button');\n button.classList = 'btn btn-mini btn-primary';\n button.href = '#';\n button.title = 'Stop Interaction';\n button.innerHTML = '';\n button.addEventListener('click', function (_evt) {\n fig.handle_close(fig, {});\n });\n button.addEventListener(\n 'mouseover',\n on_mouseover_closure('Stop Interaction')\n );\n buttongrp.appendChild(button);\n var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n titlebar.insertBefore(buttongrp, titlebar.firstChild);\n};\n\nmpl.figure.prototype._remove_fig_handler = function (event) {\n var fig = event.data.fig;\n if (event.target !== this) {\n // Ignore bubbled events from children.\n return;\n }\n fig.close_ws(fig, {});\n};\n\nmpl.figure.prototype._root_extra_style = function (el) {\n el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n};\n\nmpl.figure.prototype._canvas_extra_style = function (el) {\n // this is important to make the div 'focusable\n el.setAttribute('tabindex', 0);\n // reach out to IPython and tell the keyboard manager to turn it's self\n // off when our div gets focus\n\n // location in version 3\n if (IPython.notebook.keyboard_manager) {\n IPython.notebook.keyboard_manager.register_events(el);\n } else {\n // location in version 2\n IPython.keyboard_manager.register_events(el);\n }\n};\n\nmpl.figure.prototype._key_event_extra = function (event, _name) {\n // Check for shift+enter\n if (event.shiftKey && event.which === 13) {\n this.canvas_div.blur();\n // select the cell after this one\n var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n IPython.notebook.select(index + 1);\n }\n};\n\nmpl.figure.prototype.handle_save = function (fig, _msg) {\n fig.ondownload(fig, null);\n};\n\nmpl.find_output_cell = function (html_output) {\n // Return the cell and output element which can be found *uniquely* in the notebook.\n // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n // IPython event is triggered only after the cells have been serialised, which for\n // our purposes (turning an active figure into a static one), is too late.\n var cells = IPython.notebook.get_cells();\n var ncells = cells.length;\n for (var i = 0; i < ncells; i++) {\n var cell = cells[i];\n if (cell.cell_type === 'code') {\n for (var j = 0; j < cell.output_area.outputs.length; j++) {\n var data = cell.output_area.outputs[j];\n if (data.data) {\n // IPython >= 3 moved mimebundle to data attribute of output\n data = data.data;\n }\n if (data['text/html'] === html_output) {\n return [cell, data, j];\n }\n }\n }\n }\n};\n\n// Register the function which deals with the matplotlib target/channel.\n// The kernel may be null if the page has been refreshed.\nif (IPython.notebook.kernel !== null) {\n IPython.notebook.kernel.comm_manager.register_target(\n 'matplotlib',\n mpl.mpl_figure_comm\n );\n}\n", "text/plain": [ "" ] @@ -2065,7 +518,7 @@ { "data": { "text/html": [ - "" + "
" ], "text/plain": [ "" @@ -2073,6 +526,17 @@ }, "metadata": {}, "output_type": "display_data" + }, + { + "ename": "TypeError", + "evalue": "FigureBase.gca() got an unexpected keyword argument 'projection'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mTypeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[25], line 18\u001b[0m\n\u001b[0;32m 16\u001b[0m \u001b[38;5;66;03m#Make a 3D plot\u001b[39;00m\n\u001b[0;32m 17\u001b[0m fig \u001b[38;5;241m=\u001b[39m plt\u001b[38;5;241m.\u001b[39mfigure(figsize \u001b[38;5;241m=\u001b[39m (\u001b[38;5;241m8\u001b[39m, \u001b[38;5;241m5\u001b[39m))\n\u001b[1;32m---> 18\u001b[0m ax \u001b[38;5;241m=\u001b[39m \u001b[43mfig\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgca\u001b[49m\u001b[43m(\u001b[49m\u001b[43mprojection\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m3d\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 19\u001b[0m ax\u001b[38;5;241m.\u001b[39mplot_surface(X, Y, norm\u001b[38;5;241m.\u001b[39mpdf(pos),cmap\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mviridis\u001b[39m\u001b[38;5;124m'\u001b[39m,linewidth\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m)\n\u001b[0;32m 20\u001b[0m ax\u001b[38;5;241m.\u001b[39mset_xlabel(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mX axis\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", + "\u001b[1;31mTypeError\u001b[0m: FigureBase.gca() got an unexpected keyword argument 'projection'" + ] } ], "source": [ @@ -2141,779 +605,12 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "application/javascript": [ - "/* Put everything inside the global mpl namespace */\n", - "window.mpl = {};\n", - "\n", - "\n", - "mpl.get_websocket_type = function() {\n", - " if (typeof(WebSocket) !== 'undefined') {\n", - " return WebSocket;\n", - " } else if (typeof(MozWebSocket) !== 'undefined') {\n", - " return MozWebSocket;\n", - " } else {\n", - " alert('Your browser does not have WebSocket support. ' +\n", - " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n", - " 'Firefox 4 and 5 are also supported but you ' +\n", - " 'have to enable WebSockets in about:config.');\n", - " };\n", - "}\n", - "\n", - "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", - " this.id = figure_id;\n", - "\n", - " this.ws = websocket;\n", - "\n", - " this.supports_binary = (this.ws.binaryType != undefined);\n", - "\n", - " if (!this.supports_binary) {\n", - " var warnings = document.getElementById(\"mpl-warnings\");\n", - " if (warnings) {\n", - " warnings.style.display = 'block';\n", - " warnings.textContent = (\n", - " \"This browser does not support binary websocket messages. \" +\n", - " \"Performance may be slow.\");\n", - " }\n", - " }\n", - "\n", - " this.imageObj = new Image();\n", - "\n", - " this.context = undefined;\n", - " this.message = undefined;\n", - " this.canvas = undefined;\n", - " this.rubberband_canvas = undefined;\n", - " this.rubberband_context = undefined;\n", - " this.format_dropdown = undefined;\n", - "\n", - " this.image_mode = 'full';\n", - "\n", - " this.root = $('
');\n", - " this._root_extra_style(this.root)\n", - " this.root.attr('style', 'display: inline-block');\n", - "\n", - " $(parent_element).append(this.root);\n", - "\n", - " this._init_header(this);\n", - " this._init_canvas(this);\n", - " this._init_toolbar(this);\n", - "\n", - " var fig = this;\n", - "\n", - " this.waiting = false;\n", - "\n", - " this.ws.onopen = function () {\n", - " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", - " fig.send_message(\"send_image_mode\", {});\n", - " if (mpl.ratio != 1) {\n", - " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", - " }\n", - " fig.send_message(\"refresh\", {});\n", - " }\n", - "\n", - " this.imageObj.onload = function() {\n", - " if (fig.image_mode == 'full') {\n", - " // Full images could contain transparency (where diff images\n", - " // almost always do), so we need to clear the canvas so that\n", - " // there is no ghosting.\n", - " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", - " }\n", - " fig.context.drawImage(fig.imageObj, 0, 0);\n", - " };\n", - "\n", - " this.imageObj.onunload = function() {\n", - " fig.ws.close();\n", - " }\n", - "\n", - " this.ws.onmessage = this._make_on_message_function(this);\n", - "\n", - " this.ondownload = ondownload;\n", - "}\n", - "\n", - "mpl.figure.prototype._init_header = function() {\n", - " var titlebar = $(\n", - " '
');\n", - " var titletext = $(\n", - " '
');\n", - " titlebar.append(titletext)\n", - " this.root.append(titlebar);\n", - " this.header = titletext[0];\n", - "}\n", - "\n", - "\n", - "\n", - "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", - "\n", - "}\n", - "\n", - "\n", - "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", - "\n", - "}\n", - "\n", - "mpl.figure.prototype._init_canvas = function() {\n", - " var fig = this;\n", - "\n", - " var canvas_div = $('
');\n", - "\n", - " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", - "\n", - " function canvas_keyboard_event(event) {\n", - " return fig.key_event(event, event['data']);\n", - " }\n", - "\n", - " canvas_div.keydown('key_press', canvas_keyboard_event);\n", - " canvas_div.keyup('key_release', canvas_keyboard_event);\n", - " this.canvas_div = canvas_div\n", - " this._canvas_extra_style(canvas_div)\n", - " this.root.append(canvas_div);\n", - "\n", - " var canvas = $('');\n", - " canvas.addClass('mpl-canvas');\n", - " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", - "\n", - " this.canvas = canvas[0];\n", - " this.context = canvas[0].getContext(\"2d\");\n", - "\n", - " var backingStore = this.context.backingStorePixelRatio ||\n", - "\tthis.context.webkitBackingStorePixelRatio ||\n", - "\tthis.context.mozBackingStorePixelRatio ||\n", - "\tthis.context.msBackingStorePixelRatio ||\n", - "\tthis.context.oBackingStorePixelRatio ||\n", - "\tthis.context.backingStorePixelRatio || 1;\n", - "\n", - " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", - "\n", - " var rubberband = $('');\n", - " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", - "\n", - " var pass_mouse_events = true;\n", - "\n", - " canvas_div.resizable({\n", - " start: function(event, ui) {\n", - " pass_mouse_events = false;\n", - " },\n", - " resize: function(event, ui) {\n", - " fig.request_resize(ui.size.width, ui.size.height);\n", - " },\n", - " stop: function(event, ui) {\n", - " pass_mouse_events = true;\n", - " fig.request_resize(ui.size.width, ui.size.height);\n", - " },\n", - " });\n", - "\n", - " function mouse_event_fn(event) {\n", - " if (pass_mouse_events)\n", - " return fig.mouse_event(event, event['data']);\n", - " }\n", - "\n", - " rubberband.mousedown('button_press', mouse_event_fn);\n", - " rubberband.mouseup('button_release', mouse_event_fn);\n", - " // Throttle sequential mouse events to 1 every 20ms.\n", - " rubberband.mousemove('motion_notify', mouse_event_fn);\n", - "\n", - " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", - " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", - "\n", - " canvas_div.on(\"wheel\", function (event) {\n", - " event = event.originalEvent;\n", - " event['data'] = 'scroll'\n", - " if (event.deltaY < 0) {\n", - " event.step = 1;\n", - " } else {\n", - " event.step = -1;\n", - " }\n", - " mouse_event_fn(event);\n", - " });\n", - "\n", - " canvas_div.append(canvas);\n", - " canvas_div.append(rubberband);\n", - "\n", - " this.rubberband = rubberband;\n", - " this.rubberband_canvas = rubberband[0];\n", - " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", - " this.rubberband_context.strokeStyle = \"#000000\";\n", - "\n", - " this._resize_canvas = function(width, height) {\n", - " // Keep the size of the canvas, canvas container, and rubber band\n", - " // canvas in synch.\n", - " canvas_div.css('width', width)\n", - " canvas_div.css('height', height)\n", - "\n", - " canvas.attr('width', width * mpl.ratio);\n", - " canvas.attr('height', height * mpl.ratio);\n", - " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", - "\n", - " rubberband.attr('width', width);\n", - " rubberband.attr('height', height);\n", - " }\n", - "\n", - " // Set the figure to an initial 600x600px, this will subsequently be updated\n", - " // upon first draw.\n", - " this._resize_canvas(600, 600);\n", - "\n", - " // Disable right mouse context menu.\n", - " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", - " return false;\n", - " });\n", - "\n", - " function set_focus () {\n", - " canvas.focus();\n", - " canvas_div.focus();\n", - " }\n", - "\n", - " window.setTimeout(set_focus, 100);\n", - "}\n", - "\n", - "mpl.figure.prototype._init_toolbar = function() {\n", - " var fig = this;\n", - "\n", - " var nav_element = $('
');\n", - " nav_element.attr('style', 'width: 100%');\n", - " this.root.append(nav_element);\n", - "\n", - " // Define a callback function for later on.\n", - " function toolbar_event(event) {\n", - " return fig.toolbar_button_onclick(event['data']);\n", - " }\n", - " function toolbar_mouse_event(event) {\n", - " return fig.toolbar_button_onmouseover(event['data']);\n", - " }\n", - "\n", - " for(var toolbar_ind in mpl.toolbar_items) {\n", - " var name = mpl.toolbar_items[toolbar_ind][0];\n", - " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", - " var image = mpl.toolbar_items[toolbar_ind][2];\n", - " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", - "\n", - " if (!name) {\n", - " // put a spacer in here.\n", - " continue;\n", - " }\n", - " var button = $('');\n button.click(method_name, toolbar_event);\n button.mouseover(tooltip, toolbar_mouse_event);\n nav_element.append(button);\n }\n\n // Add the status bar.\n var status_bar = $('');\n nav_element.append(status_bar);\n this.message = status_bar[0];\n\n // Add the close button to the window.\n var buttongrp = $('
');\n var button = $('');\n button.click(function (evt) { fig.handle_close(fig, {}); } );\n button.mouseover('Stop Interaction', toolbar_mouse_event);\n buttongrp.append(button);\n var titlebar = this.root.find($('.ui-dialog-titlebar'));\n titlebar.prepend(buttongrp);\n}\n\nmpl.figure.prototype._root_extra_style = function(el){\n var fig = this\n el.on(\"remove\", function(){\n\tfig.close_ws(fig, {});\n });\n}\n\nmpl.figure.prototype._canvas_extra_style = function(el){\n // this is important to make the div 'focusable\n el.attr('tabindex', 0)\n // reach out to IPython and tell the keyboard manager to turn it's self\n // off when our div gets focus\n\n // location in version 3\n if (IPython.notebook.keyboard_manager) {\n IPython.notebook.keyboard_manager.register_events(el);\n }\n else {\n // location in version 2\n IPython.keyboard_manager.register_events(el);\n }\n\n}\n\nmpl.figure.prototype._key_event_extra = function(event, name) {\n var manager = IPython.notebook.keyboard_manager;\n if (!manager)\n manager = IPython.keyboard_manager;\n\n // Check for shift+enter\n if (event.shiftKey && event.which == 13) {\n this.canvas_div.blur();\n // select the cell after this one\n var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n IPython.notebook.select(index + 1);\n }\n}\n\nmpl.figure.prototype.handle_save = function(fig, msg) {\n fig.ondownload(fig, null);\n}\n\n\nmpl.find_output_cell = function(html_output) {\n // Return the cell and output element which can be found *uniquely* in the notebook.\n // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n // IPython event is triggered only after the cells have been serialised, which for\n // our purposes (turning an active figure into a static one), is too late.\n var cells = IPython.notebook.get_cells();\n var ncells = cells.length;\n for (var i=0; i= 3 moved mimebundle to data attribute of output\n data = data.data;\n }\n if (data['text/html'] == html_output) {\n return [cell, data, j];\n }\n }\n }\n }\n}\n\n// Register the function which deals with the matplotlib target/channel.\n// The kernel may be null if the page has been refreshed.\nif (IPython.notebook.kernel != null) {\n IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n}\n", "text/plain": [ "" ] @@ -3129,12 +826,12 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -3186,12 +883,12 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -3285,12 +982,12 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -3351,14 +1048,14 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "metadata": { "scrolled": false }, "outputs": [ { "data": { - "image/png": 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VFZYuXYo//OEPGDx4MC5duoRx48bh5ZdfRu/evfGvf/0LDz30EAwGA0JDQ/H++++jvb0d7e3tAIC0tDScOXMGly5dAgAkJSWhpaUF58+fB0CLgRqNRlRVVQEAjEYjkpKSUFZWBkmSYDAYkJaWhurqaphMJgBAcnIyTCZTx6Kjffv2RV1dXcdwtrCwMLS0tOD48eMeKyfx/CmVU0NDAwAgLi4OBoMBZ8+eBQBNy6m2thZNTU0AgMTERJjN5o6ED1FRUQgPD0dlZSUAwGw2IzMzE+Xl5ZqXky+fJ1fL6fvvv0dwcLDPyik0NBTJycndopwCAgIQERHh0XLqEpIk+eTfyJEjJX/h+PHjvjZBd7Am9rAm9rAmynhSF3+piz/77DPp17/+tSRJkrR//35pypQpTvfRkzaizDdt2iRlZmZKq1atkpKSkqS+fftKy5Yt08SGPXv2SH379pXa29s7vjty5IjUu3dvqbW1VaqpqZHq6+slSZKkL774QpozZ44mdtkifz4qKiqk999/3yd2dAe4jlUH66Qeb2gF4JLkpr/BER2GYRimx3Pw4EFs374du3btQnNzMxobG3Hvvffigw8+8LVpLlFUVISKigoEBgairKwM//znP3HLLbdgypQpuOaaa7x67pqaGkRGRloN39q8eTMmT56M4OBgxMbGdnwfFBSki2Feu3btwsyZM31tBsMwPoLn6Hgakwk4eJA+r+BK6kx/gTWxhzWxhzVRhnVxneXLl6OqqgoVFRXYtGkTbrnllm7l5IgyLy4uxsyZM/Gb3/wGoaGhGDt2LK6++mp8++23XrchKysL5eXl2LNnD8xmMz788EOsX78ey5Yts9rOZDJh4cKFeOKJJ7xukxLy56Ourg7R0dE+saM7wHWJOlgn9ehNK3Z0PE1hIbBiBX1ewZXF0PwF1sQe1sQe1kQZ1sX/EGVeVFRkF6GoqalBXFyc120YNmwYVq1ahTlz5iA+Ph5//OMfsW/fPgwZMqRjG7PZjNmzZ+OZZ57B0KFDvW6TEkKrxsZGh4sXjh8/HlFRUcjLy9PSNN3BdYk6WCf16E0rdnQ8TXY2sGABfV5BTDZjLLAm9rAm9rAmyrAuXWPcuHHdbg2dpqYm1NbW4vTp01ZryeTn56O5uRk33nijJnbMnTsXFRUVOH/+PHbv3m2VaU2SJMyZMwe33nor7rjjDk3sUUI8H7t378bEiRMVt9m7dy9mzZqF9evXa2ma7uC6RB2sk3r0phU7Op7GaARyc+mTYRiGYTxEUVERgoKC8MEHH6C9vb0jy9myZcvQu3dvX5uH3bt346OPPsLmzZsxbtw4PP7445qdu62tDcXFxVbflZSUID093eE+EyZMQKFs9AXDMD0PTkagAYmJib42QXewJvawJvawJsqwLv5HYmIiPv30U0ydOhU//vgjoqOjkZCQgAULFuDBBx/0tXkAgEmTJnWkqdUSSZLw6quvYuvWrTh06BASExPR1tbWkQ7Y0T5r1qxBTU0NqqurkZSUpKHF+oHrEnWwTurRm1bs6GiAyJvOWGBN7GFN7GFNlGFd/A+z2Yynnnqq4++3337bh9boC4PBgGeffRbbt29HdXU1wsLCkJ+fj9zcXIf7vPXWWzh37hyioqJQWFiIpKQkfP/993j44YcREBCAXr16Yd26dT1+vSquS9TBOqlHb1rx0DUN0NvELD3AmtjDmtjDmijDuvgfXObOmTZtGrZv347a2loUFBRgzJgxituVlJRg8eLF2LhxI7KzszuGr8XExGDHjh04cOAAnn76aSxdulRL830C31fqYJ3Uozet2NFhGIZhGKbbM336dGzbtg0A0N7ejoAA+yaO2WzGvffeiyVLliAzMxMjR47scHRiY2MRGRkJQD/rADEM0zXY0dGAqKgoX5ugO1gTe1gTe1gTZVgX/4PL3DlDhw5FVVUVTpw4gczMTMVtXnrpJSQkJODRRx8FAIwYMcIuIYGv1wHSEr6v1ME6qUdvWvEcHQ0IDw/3tQm6gzWxhzWxhzVRhnXxP7jM1TFp0iS8+OKL+OKLL+x+O3z4MN59910cPXq047uRI0fixIkTuHDhAiIjI3WxDpCW8H2lDtZJPXrTiiM6GlBZWelrE3QHa2IPa2IPa6IM6+J/cJmrY9q0aQgMDFRsbI0ePRpVVVVWi6ump6dDkiRERkbqZh0gLeH7Sh2sk3r0phU7OgzDMAzD9Ahyc3Pxm9/8xq19fbkOEMMw3oGHrmlAaGior03QHayJPayJPayJMqyL/8Flro6AgADk5OS4ta+v1gHyJXxfqYN1Uo/etOKIjgYkJyf72gTdwZrYw5rYw5oow7r4H1zm6mGt1MNaqYN1Uo/etGJHRwPKy8t9bYLuYE3sYU3sYU2UYV38Dy5z9bBW6mGt1ME6qUdvWvHQNQ1ob2/3tQm6wxVNPLmWgSRJHjuWp+H7xB7WRBnWxf/gMlcPa6Ue1kodrJN69KYVR3QYXfPKK6+gpaUFkiR55B/DMAzDMIyrmEzAwYP0yXQf2NHRgLS0NF+boDvUatLa2opevXp52Rp9wPeJPayJMqyL/8Flrh7WSj2slTrS0tJQWAisWAHYrC/L2KC3e4odHQ04c+YMdwXYcObMGafbnDx5Eqmpqd43Rieo0cTfYE2UYV38Dy5z9bBW6nFHK39szpw5cwbZ2cCCBUB2tq+t0Td6e/7Y0dGAS5cuwa4rwB9rChmXLl1yus2uXbswefJkDazRB2o08TdYE2VYF/+Dy1w9rJV63NHKHyMbly5dgtEI5OYCRqOvrdE3env+2NHRCtuuAG/WFD3Eiaqrq0N0dLTd9+PHj0dUVBTy8vJ8YBXDMAzD+C8c2WC6E+zoaEBSUhLsugK8WVN0g+6WpKSkTn9vbGxERESE4m979+7FrFmzsH79em+Y5jOcaeKPsCbKsC7+B5e5elgr9bijlT9GNvieUo/etGJHRwNaWlrsv/RmTeHAiZIkCa+++iqGDBmC3r17w2AwdPz7+uuvPW9HJyhqImP37t2YOHGiw98nTJiAQh07cu7gTBN/hDVRhnXxP7jM1cNaqYe1UgfrpB69acWOjgacP39e2xM6cKJWrFiBtWvXIi8vDxcvXsTChQsRERGBwsJCZGVlaWqiXJO2tjYUFxdb/V5SUoL09HTFfSVJwpo1a1BTU4Pq6mqv2qklmt8n3QDWRBnWxf/gMlcPa6UeW616yMh3j1Nbe551UYnenj92dDTEZDJh1qxZ6NevH8LDwzFixAgcOnRIk3O3tLRg+fLlWLduHbKyshAUFIQHHngADQ0N6NevH9ra2jBmzBhERkZiy5YtmtgEWKJMjzzySMd3bW1tCA4OdrjPW2+9hXPnziEqKqojqtPS0uIT+xmGYRimp9ANRr77BJOJdemusKOjAWJCfUNDA2bOnImSkhLU1dVh7NixmDdvniY25OfnIzg4GGPHju34rr6+Hr1790ZkZCSCg4Px8ccf4/HHH9fEHqGJwWDAs88+i8DAwI7oTH5+PnJzcxX3KykpweLFi7Fx40ZkZ2d3ODpa2+8NlBIv+DusiTKsi//BZa4e1ko9tlpxogFlEhKiWReV6O35Y0dHA4xXhpAlJibizjvvRHh4OHr16oWf//znqK+v18SGmpoaREZGwmAwdHy3efNmTJ48GcHBwQgICEBiYqImtgAWTQTTpk3D9u3bAQAFBQUYM2aM3T5msxn33nsvlixZgszMTIwcObLD0dHafm9gqwnDmjiCdfE/uMzVw1qpx1Yrf0w0oIbISCProhK9PX/s6GhAVVUVAGDHjh0YP348kpKSEBERgYkTJ2LYsGGa2JCVlYXy8nLs2bMHZrMZH374IdavX49ly5Zpcn5bhCaC6dOnY9u2bQCA9vZ2BATY35ovvfQSEhIS8OijjwIARowY0aMSEthqwrAmjmBd/A8uc/WwVurxR63cmYfkjzq5i960CvK1Af7CwYMHMWfOHHz44YcYM2YMQkJCcPfdd2vm6AwbNgyrVq3CnDlzcPHiRYwaNQr79u3DkCFDNDm/M4YOHYqqqiocPnwYmZmZdr8fPnwY7777Lo4ePdrx3ciRI3HixAlcuHABkZGRWprLMAzDMEw3RMxDWrCAoldMz4YdHQ0wGo0oLCxEbGwsrrnmGpjNZrzxxhv46KOPOoZracHcuXMxd+5czc7XGUqhzUmTJuGpp57Crl277H4bPXq0XS9Beno6JEnymo1ao7dwrx5gTZRhXfwPLnP1sFbq8Uet3JmH5I86uYvetGJHRwOSkpJwzz334JNPPkFKSgoGDBiA+fPnQ5IkjBgxotN929vbUVdX1/kJTCbg22+B4cMRnZysOOxLDXfddRcKCwsRHh6OgoICrFy5suu2yYiOju6wTWlBqWnTpuHYsWMIDw93zfAruGq/3tDbIlt6gDVRhnXxP7jM1cNaqccftRLzkFzBH3VyF71pZfBVj/ioUaOkI0eO+OTcWlNWVoa0tDS39q2oqMDAgQNVb3/ixAmkpqa6dS5X6YptSpq0t7fj0KFDyMnJ8aSZ3Yau3Cc9FdZEGU/qMmrUKPhLXewqetKGnwX1sFbqYa3UwTqpxxtaGQwGkyRJYe7syxEdDeiKM5mQkIAvv/xS+cdjx4DNm4E77wR69QIGD0ZCQoLb5/KobQ62FyhpEhAQ4LdODtC1+6Snwpoow7r4H1zm6mGt1MNaqYN1Uo/etGJHRwPkKZ1dJTQ0FBMmTFD+ccwY4LrraKCpD8ZEdmqbE7qiSU+FNbGHNVGGdfE/uMzVw1qph7VSh7s6mUyU/CAjAygp8VlzTVP0dk/x0DWd09bWhtraWtXbx8bGIjAw0IsWWdCzbQzDqENPw7P0BmvDMD0X4YR40/k4eJAyvN12G/D555zpzV28PnTNYDBMArAaQCCAdZIk/a/N7/0BbAAQCSATwDeSJF3vjkE9kerqavTr18/pdkpOZ2VlpUfm6HTVw/a0bdXV1UhKStLc89dbSFWO0ISxwJoow7r4H1zm6mGt1OPPWrmSZtpdnUSGt4wM4JprXMv01l3R2z3l1NExGAyBAN4C8P8AVAH4p8Fg2C5J0neyzZ4H8BGA3gBuufKPuYLJZHK7gd2VeTByJEnyePdFV2wzXVmpS8+Oh9aYXFm9zE9gTZRhXfwPLnP1sFbq6WlaudLMcSXNtLs6yTO8xcS4dYhuh97uKTURndEASiVJKgcAg8GwCcB0AHJHRwKQDOAGAFsBjPGwnT2GG264AY899hh+8YtfqNrerXkwDp506ehRvPbII1h78SIqz51Dc3Nzx29HjhzByJEjXTpNV+boMAzDMAzDeBJXojTupJlmuh9qHJ1+ACplf1cBsB2WthjAvwE0gxyjIqUDGQyG9wH8DACSk5NRWloKAOjbty9CQkJQXV0NAAgLC0NCQgLKysoAUDauQYMGoaqqqqNxnpKSgqamJtTX1wOg+R9BQUE4ffo0ACA8PByxsbE4ceIEXWhQEFJTU1FZWYmWlhYAQP/+/dHQ0ICGhgYAQFxcHAwGA86ePQsA6NOnD6Kjo1FRUQEACA4OxoABA3Dy5ElcvnwZAJCamoq6ujo0NjYCAOLj4yFJEmpqagAAERERiI+PR2lpKdrb2/HNN99g+PDhqKiogNlsBgAMHDgQtbW1aGpqAgAkJibCbDZ3zH+JiopCeHg4KiupGEJDQ5GcnIzy8nK0t7cDANLS0nDmzBlcunQJaGpC0saNaAkOxvnoaAC0hs1bX36Jdy9dwptvvYWsa6/FunXrsGrVKnzwwQcda9dUV1d3eOPJyckwmUwda+V4spwkSUJpaanTclqzZg1effVVpdvJLY4fP+6wnCIiInDq1CkAQEhICFJSUrxbTqB88y0tLTh//jwkSUJdXR2MRmPH4qhGoxFJSUkoKyuDJEkwGAxIS0vTrJx8/TxFR0ejsbFRV+Uk7PJlOYnnxxPlxHQPkpOTfW1Ct4G1Uk9P08qdxUDV0NN08iZ608ppMgKDwTADwERJkuZc+fsXAEZLkvQ/sm3WARgqSVKuwWD4bwArAERIktTu6Lj+lIygrq4O0dHRKCkpwVVXXYVLly4hJCTE8yfqJL1HS0sL4uLi8FleHm4KCwOys1F+5gzS0tJQU1ODc+fO4QJw0bcAACAASURBVOGHH0ZAQAB69eqFdevWeXU9HqGJM5YsWYLnn3/ea3boCbWa+BOsiTKe1IUn3DtGT9rws6Ae1ko9rJU6WCf1eEOrriQjCFCxTRWAFNnfyQCqbbaZDmCQwWCoAPACgDAAm90xqCcienCLioqQnp6O3//+9+jXrx9iYmKwfPlyz51IxGxLSigeKxu2lp+fj+DgYIw1GmmbwkLU19ejd+/eiIyMRExMDHbs2IEDBw7g6aefxtKlSz1nlwJCk844efKkZouf6gE1mvgbrIkyrIv/wWWuHtZKPayVOlgn9ehNKzWOzj8BpBsMhoEGg6EXgFkAtttscwTAc5IkpQJ4BkArgP/ypKE9gaKiIlRUVCAwMBBlZWXYunUrXnjhBXzzzTeeOUEnMduamhpERkbCMGJExzabN2/G5MmTERwcjNjYWERGRgKg4S56yIO+a9cuTJ482ddmMAzDMIzuMZkonbHaueAmE9DUpH57f8BVDRn949TRkSTJDOA3AHYD+B7AR5Ik/ctgMLxkMBimXdnsSQAPGwyGYlBEp0jidFod9O3bFwBQXFyMmTNn4je/+Q1CQ0MxduxYXH311fj22289cyIxs04h1UhWVhbKy8ux5x//gPn66/Hhtm1Yv349li1bZrWdyWTCwoUL8cQTT3jGJgcITTrD30LFajTxN1gTZVgX/4PLXD3+qpUY1FFYqH77rVv7qt6+K3jCgdDCCXGkodp7ih0l/T1/aiI6kCRplyRJQyRJSpMkaemV716QJGn7lf9/J0lSriRJWZIkDZYk6QZvGt3dEPNxioqKMHPmTKvfampqEBcX53Ubhg0bhlWrVmHOnDmIj4/HH//4R+zbtw9Dhgzp2MZsNmP27Nl45plnMHToUK/a42yOUmNjIyIiIhR/Gz9+PKKiopCXl+cN03yGV+ZtdXNYE2VYF/+Dy1w9/qqVqxPxs7OB224L0WRtF7VOWGeOgquOnDs40tD2nnJkpxY26h29PX+qHB2ma1RXV6O2thanT5+2WksmPz8fzc3NuPHGGzWxY+7cuaioqMD58+exe/duZGVldTyt0qVLmDNnDm699VbccccdXrdFZJpyxO7duzFx4kTF3/bu3YtZs2Zh/fr13jDNZzjTxB9hTZRhXfwPLnP1+KtWnQzqcLh9TEy1J5bVc0pnTpjcaejMUfBWRjUAOHcOeOcdskFJQ9t7ypGdamxUG/XprtEhvT1/7OhoRFFREYKCgvDBBx+gvb0d//rXv/DQQw9h2bJl6N27t/0OWt3hV57W3b//PT766CNs3rwZ48aNw+OPP+7d88poa2tDcXGx1XclJSVIT093uM+ECRNQ6M9dJgzDMAzTTejMCRNOQ0EB0NwMzJun7Ch0dgzRZDp1ihyWc+dcsy8vD1i8mD7V4MihUeNsqo36cHTIM6hZR4fpImFhYSguLsbUqVPx448/Ijo6GgkJCViwYAEefPBB5Z1cWfWqK1x5WidlZ8P05JPeO48NYWGUJVCSJLz66qvYunUrDh06BIAcn+DgYIf7SpKENWvWoKamBtXV1UhKStLEZm8jNGEssCbKsC7+B5e5evSslYP1vH2GHrQSTkNzM7ByJTB1KpCTo25foWdzM7B6NTBkCPD++/Tbr3+t3oYZM6w/bbHVqSuLjaqNTHkzguVN9HBPyXG6jo638Kd1dMQCgi6ht9rQw9hqMmbMGGzZsgVJSUn429/+hsDAQIdD+v7v//4P7733Hk6cOIH3338fU6ZMwffff6/pOkDewK37pIfDmijjSV30tFaM3tCTNvwsqEfPWh08qE0fplqcaeWtpojScU0mYMMGYMcO4Le/pd+cnVvoOW8eEBoKpKQAO3eSwxIT4zl71dxTPbzZphpvPH/eXkeH6SJipXOXcHWwrVp0MujTVpNp06Zh+3bKWl5QUIAxY8Yo7ldSUoLFixdj48aNyM7O7hi+pvU6QN7Arfukh8OaKMO6+B9c5urRs1Z666V3ppW3hk8pHddoBO6/39rJcXRu0ZTJyCAnp7mZ/sXEUCTHk04OoO6e4qFmhN6eP3Z0/A2dPonTp0/Htm3bAADt7e0ICLC/Nc1mM+69914sWbIEmZmZGDlyZIejo8d1gBiGYZieR1f6C73Vh+ktvOGYmUyO5+LI9ens3IWFwLJlljk1y5cDixb5tmnjCa282Retk35uzWFHRwOUGu0+w9mTqNGTYKvJ0KFDUVVVhcOHDyMzM1Nxn5deegkJCQl49NFHAQAjRoywS0ig1TpA3kBX94lOYE2UYV38Dy5z9XhbK532F7qFM6284ZgVFtJ8mtDQzo/b2bmzs4Hbbwc++4ycpunT6V9GhufslKPmnvKEVt68t7S6b/VWV/EcHX/BZKKUJgDN8nM24NUHA4iffvppHDp0CLt27UJ4eLjVb4cPH8bPfvYzHD16tGPdoePHj2PIkCGor69HZGQkzGYzZsyYgfvvv1+TFNkM0xPQ0zwUvcHaMEp0Nhejp83TUHM9rl6zpzSSJyJYtIi+W7FCH3OfXEGuB+C9+6c735s8R0fnVFVVaXeyzlaxWrTIeWxXRHwyMrwa2VHSZNq0aQgLC7NzcgBg9OjRqKqqslpcNT09HZIkITIyEpIkaboOkDfQ9D7pJrAmyrAu/geXuXpc1crVgQxqUiV3l2iPM63UXI+r16w28uGsXMRxcnKA556jBATeiuiovafcGRQj18+bQxu1Gjapt7qKHR0NaG5u1u5kna1i9eKL9E/JibFdLaukxHIcLwxnU9IkNzcXL7zwglvH2717t8/WAfIUmt4n3QTWRBnWxf/gMlePq1p50jnRW7IBZzjTSs31ZGQAt91m7WR4otmgtlyMRiAyEti7l5oujuiKTWrvKXfuJW/eM76Yl6O3uoodnZ6A/E7ubBWr8ePpn9yJEdiuliU/jkZdVAEBAchRmzzfhkmTJsFkMuGvf/0r/vrXv2LVqlUeto5hGIbpiXiyoanXZAPuNnjVXE9JCfD559ZOhieaDa6Ui5pt1djkSKf2dnX6uXMvefOe6W4RRm/Ajo4GpKSkePcErsQ9TSbgwgVyeFJSLE/ujBnk6IjVstSmPnETr2vSDWFN7GFNlGFd/A8uc/W4qpVenRNP4qjB64n7SqmJ4IlmgyvlomZbpciTLY50On8+RXV0SU/3ki8ijHqrq9jR0YCmpibvnsCVO7mwEFiyBFi/Hti61fJEd5Z83gtPrtc16YawJvawJsqwLv4Hl7l6WCtCHp1w1Mj3hFZKTQTRRypGv+uB4mJg40b6dISj5lRqapPbDoMv0zp31nzzll16e/7Y0dGA+vp6757AFUckOxuYNQsICwMGD7astHXunKZPotc16YawJvawJsqwLv4Hl7l6WCtCrDWzYQM17m2HlwGda9XVhrA3h005s81kojk7O3fSZ2fXID+Wo+bUpUv1bvf37t9P/cj797u+rzfxVvno7fljR8ffMBqBhx8GXnsNuPlmSmS/ejXNzVmxgp7Ed94hx4dhGIZhmE7R60KM8rVmANeHMHW1IeypYVNK+jqzrbAQeP55YO5c+iwspOxsK1bQp+223pzHUloKVFbSp57obokz3IUdHQ2IjY31tQnWiC4LwLI88YwZdMeXllonJfASutNEB7Am9rAmyrAu/geXuXpstfK2I+KLCd9qrsloBO6/H/jd76hxL49IiP379HF8X3mrIaxke2fXU1BAdoilANXYJgavxMTQZ0aG4zVk5MdyZEdnz5+z65k9myJrs2c7PIQqPH0fe2s+kd7qKnZ0NCAoKMjXJigjlicGKJ6dnU1PojwpgcDDT5huNfEhrIk9rIkyrIv/wWWuHlut1Doi7r7mXHUIXG3oK/3uSuplpcascB7+/W/H91VXG8LCxoICsl2MkC8osF+9Qv6dGpzNPSkspObM66/TZ14eORvOjm9rs9C7s+fPtixMJhouKM7X2RRoV1AqczX3rLv3tbv76a2uYkdHA06fPu1rE5QRtTPgPCmB0pMsngA3ngbdauJDWBN7WBNlWBf/g8tcPbZaqXVE3I3M2Da6nb0Slc6jZiiW/HdPRVt+8hOLVp7qzxTHyciwbmKIEfKA/eoV8u9sjwXQEoBqV58QxywpsSwL+NlnNIxPHF8sHXjunLW2Ss0iQPn5s71OcezCQvvzeQKlMnd038jL0t372t39dFdXSZLkk38jR46U/IXjx49rf9JLlyQpP58+PbGt7Tb5+ZI0dSp9iv/v2aP6nD7RROewJvawJsp4Uhd/qotdRU/a8LOgHne1cuW12Rny16Oz84j/19Z2fm5P2WZ7vJISi1a2r3K5Ta6c39FxlK7R2XGdadnZtYljKp3j7bclKS6OPpV+t/3u+PHjnTaD5Pvt2UP/PFFWzvRRupfEp7DN3XvH3f28UVcBuCS56W9wREcDwsPDtT+pM1fcUZoRR106tl1W8q4FR10gneATTXQOa2IPa6IM6+J/cJmrx12tXB2q5eh16SzaIk+9LIZsdZby2B3bnCGO16ePRSvbV7mIwBQWWjcpxHWfO0cZzfbutU7cmp1NU3+PHQOWLrVEVmJi7CNfjubN2NrkyrBA22MajRR12bDBkmdJvnSgo/TY8u/Cw8PtmlVKKbvFjIDQUM+UlbOmnNxOpciU0MGde8fd/XRXV7nrIXX1n556yryN2WzW/qRqu0lsozCOuijUuPUuuP8+0UTnsCb2sCbKeFIXf6qLXUVP2vCzoB6ttHIn2mC7r3gF79nj/rG6gtlsVoyA7NkjSTt2WCITStGCt9+WpNxcSbruOkmaNUuSJk602J+fL0mTJ1siJkp0RT9H5OdL0m232Z9XHsFxByWdutJcUounB+dogTeeP3QhosOOjgboasiBbZzctnZVqvFWrZKk0aPp00NPkK400QmsiT2siTI8dE0b9KQNPwvq0UqrrjQs1Qyv0sKe48ePKzbYO3NC5M2IPXskae5cSYqNlaQnn3TtehwNu3IFJR3ffpucLLnttbX0fW2ta8cXKN1TenEsbPG1XTx0jfEttrP0cnKs48K2scrCQmDTJor3btrkeJ0dvS4kwDAMwzBeoCvDyWz3lQ9n03qBTqXhYUrfide8+L2khJoQCxdSsoC5cy32y1excNQ0cDTsSglHTQzbLGkApdT+7W9pSJkYYldSQt+rzXymJjOet9IzdxVfpDvXM+zoaICuUu3Z1l7OntTsbGDJEuCVVygZfVERJeXfuNF66eG1a9XlbryCrjTRCayJPayJMqyL/8Flrp7uqpWrDVTbhrd4vaekqFv322QCLl4krZzNUbG1T/5/kay1stI+NXNnCVvliHk9zc3KTpEjbeTzipYupXk44npKSuznGqntk7U9X1BQkNvpnbVGy/WPlNDb88eOjgakpqb62gQLrnZBGI3A+PFAZCTVFq2t9P+mJqrNFi0CnnuOoj233mqppZw8EbrSRCewJvawJsqwLv4Hl7l65FrpsSHqCNsGqqtpqsXrfedO5XW/ldbiWbQoVfX6QhkZFmdEpFQWURORhMA2L5Gt87V/v7LDYjTSBP7Vq5WdIkcRJnGOnBxg6lRgxw77FNxiPXR5OmtnTo/t+VJTU11K79wTUXutequr2NHRgMrKSl+b4D6iJmhupr/Dw+nfjh303YwZ5OwsWQJcfTXVUgUFFOF56inrpYxldGtNvARrYg9rogzr4h6VlZW4+eabMXToUFx11VVYLRZM7gZwmatHrlV3aoja9kOKRT0dvEYd9tzLM4rJUcoa9sQTlR1Zw5wNDyspsTgj8jVqxDGF/fIR8bbOV2mp42iD7fXI7XUWYQKAIUOA+fPtB6yIbG8ANVvmzbN2emwXB1Uqi8rKSkUb1ERPxOCXvXu1cbi9dc+rjRTpra5iR0cDWlpafG2COpRqOfHEhIbS5y9/CSxfDvzsZ8B33wG7dwMJCRT1EbUbQBGeS5ccnqrbaKIhrIk9rIkyrIt7BAUFYeXKlfj+++/x1Vdf4a233sJ3333na7NUwWWuHrlW3hrG4wvUzhFxtO63rRYlJaRVSQn97Wx4mHw1CXEMpSFntvONTCagf3+aNzN7tuPVLDpbxUIJ+e9q0joXFgIrVwL/+Y/1/s3Nyg6l3D75PeVodQ5HUOSM/nnD4XY0hNHT97zaAUF6q6vY0WEsKNVy4onJyqK/jUYaurZtG/DJJ8DEicCFC9RVIbYHgOefB954g/brLuMGGIbp0SQmJmLEiBEAgJ/85CcYOnQofvjhBx9bxXgTZ40zV4e2eWsonNJxc3LolZyTQ393tadeyZFISLB2WtREJ775xto5EVEepbk5BQU0b+btt4FRo6ydL0fXI0964KjsbNfLEWvapKRY62g7/E0+vE04ZKWlQFub/Tkc2VdYSFOSN2xQdx9kZ1OyhhdfVD8s0RUcDWHUW5IEX2GgrG3aM2rUKOnIkSM+ObfWtLa2olevXr42wzmOVu8ymeiJ3rYNmD6d4uHFxdQN8t139NtPfgK89hptv2IF1Za5ufQky/++QrfRRENYE3tYE2U8qcuoUaPgL3WxnIqKCtx00004duwY+vTp0/H9mjVrsGbNGgDA2bNnsX//fgBA3759ERISgurqagBAWFgYEhISUFZWBgAICAjAoEGDUFVVheYrQ31TUlLQ1NSE+vp6AEBsbCyCgoJw+vRpALSwXmxsLE6cOAGAIk6pqamorKzs6BXt378/GhoacOHCBRgMBsTFxcFgMODs2bMAgD59+iA6OhoVFRUAgODgYAwYMAAnT57E5cuXAdCY+bq6OjQ2NgIA4uPjIUkSampqAAARERGIiIjAqVOnAAAhISFISUlBRUUFzGYzAGDgwIGora1FU1MTAHIazWYzamtrAQBRUVEIDw/vGLYSGhqK5ORklJeXo729HQCQlpaGM2fO4NKVaH9SUhJaWlpw/vx5AEB0dDSMRiOqqqoAAEajEUlJSSgrK4MkSTAYDEhLS0N1dTVMV1qIycnJMJlMqKur6yingICADruclVNTE7B6dQr++7+bEBXlvJyamoDy8iDEx6eif3/7cmpoaAAAl8upqQlYujQVDzxQh/T0RgQE2JeT0RiBiooIxMScQkCAZ8qpV69e6N+/f6fldO5cEnbubMHkyechScC6ddH46U+NyM2tunItRlRVJSE0tAxnzkhISjIgIyMN339fjYAAE86cAb7+Ohn33WdCa6ulnCQpBKdOVcNoBH7ykzD06ZOA48fLIElAVVUAoqMHYcAA5eepqQn48MNYxMQEYerU02huBvLzwxEcHIsBA04gIQGIjAzCDz+k4uTJSgwb1oLwcCAurj9KShoQEUHlVFgYh/x8A+655yz69gUiIy3l1N4ONDYGo6FhAFJTT0CS2q48P6k4cKAOgYGNSEgAkpPj8e9/SwgLq0FYGBAV5fx5Ont2IAoLa3HjjU0ID+/a83Tx4qUrUbMkGAyef55crfcSEhLQ0tLikXpPPE/p6ekmSZLC4A7u5qXu6j89rU/gbWpqanxtgmsorYp1222UJF+enD4/X5JuuEGSrrqK1tgRSfW3bLH8LVYeE6uOXcFKE18nfdcJ3e4+0QDWRBlP6uJPdbHg4sWL0ogRI6SPP/640+30pA0/C+pxRStXXz+eel2pXf/FlfO7Y5sareS27djheD2aPXtoAdE9e5T3dbYwqKN1zG1tEYuZivV73n5bkk6epCbKv/+tvPipTROk43xqFzU9fNhaJ/m6PPn5dN25uY6v0RvrJukVb9RV4AVD9U23W+jN9um3XWRU/imvQUSN8OSTtASxWD1MvvLYlb+Pl5RYn88XS0LrjG53n2gAa6IMLxjqPq2trdKtt94qrVy50um2etKGnwX16FUreeNWqVGvpvHb2evS0au7s+Op1crRgptqFv1U65x15pTIr1E4FVu2UDPj5EnqW42MpE+lfW67zdqhkTtM8vM5ckhKSo5b/b1nj+WYtk0hR3Y7W4DVFadHz44SLxjK6J/sbOD224HPPrNOdwLQ4NxDh2g42qFDNKsvK8sy2HXBAlo17Be/oOFtGzZY8lBmZ1vSyMgTFfSk2aIMw+gWSZLw0EMPYejQoZg/f76vzWH8DPlcCjGnpLm588xigPM0ywLbV7crc3qcLZBZUgJ8/jl9njtHqaJPnaJX/OLFwAsv0Ha29jsaEa+kCUBNitdfd5z+WT7fJTKStj9+nFa+6NcPGDxYWZeJE4E//YnSWx88SE2RlSvp75UrLfOLCgrsFyCVL3wqfgcs831KSigf0/jxnS9J6Kjc3Jl71Z2yCfoadnQ0IC4uztcmKONoNpzRSEsI/+531k9lXp51fsjvvrMsHir2y86mVcOefZYys336Ke2XkUFP5JUxnHFyR4dnzgHQ8X3iQ1gTZVgX9zh48CDef/997Nu3D9deey2uvfZa7Nq1y9dmqYLLXD3e0Kork8fl69CIxq5wHEJD7dejsUU+sd+R0yAcihkzLK9uNX2IQiulhrP8O/mxRFPgzTeBjz8Gzp+nFSVEU0B+zfv3d54iWzh8oonw6afA0KGWv21tEkv7iQQN8+bR5/79wGOPAddfT+c9d846M9rgwcDFi5Tmetky2mfqVODbb+kToAVHjx6l4zc303Zr11KupZqauA4HR5xzxgzKJOesj9aZsyfXQC22++hpvSi91VXs6GiAwWDwtQnKdNYloOR8iOT8Ij/koEFAVBSQnGx9zGXLqCacMQOYPJm6UTZupFqktBR48UUYMjP19WTqAN3eJz6ENVGGdXGPG2+8EZIk4ZtvvkFRURGKioowefJkX5ulCi5z9XhDq85el2oX9hRrz8gHQOTk2K9HY4vSQpxK5xCvXtGgVtOHKLRSWqxUvuaMPNuaaArMnQtcey1QVkbL68mjKYWFwEsvAX/8I/Djj8CxY8r6yCNF2dnAHXeQ8yH6RzuLgoh00jk55Nzdf79Fx7w8a61CQ4GAAOCf/yRHKiuLrmPCBKCuDjh7FkhPB7ZsoX1DQyk6tnEj8MQTQEuLoaO8bNcScpQVzjYDnaPoS0kJReE2brSstePsnpLrJvRwFuHRqsmlt7oqcPHixT458Zo1axY/8sgjPjm31lRWViI6OtrXZtgTEwOkpVEtEhysbp8ffwROnqSoDQAUFVG3wqBB9PRUVFAGtl276LuaGqrh7riD8lhu2wZcvIjKzExEl5fTk5mWRkn25ZhMwOHDZKNa27o5ur1PfAhroowndVmzZg38pS52FT1pw8+Ceryhlfx1efmy9evp8GHHrzKAGsKtrcBNN1kaxcHBtG1wsOXVecMNwHXXWb/y5NGAlBTHr+yYGKChgRrLQ4bQ61cJ21drZWUlQkOjUVAAmM10jsuXKZLx5pvALbeQwyGGqMXFAT/9KXDVVdTIvvVWIDERmDmTnJ2EBDpuTAwN+vj0U7rOo0fpOAkJ1ueX6wpQEyMiwtKECAqi44vrFfZnZACZmRanTmgpjjdqFCBJ9HnsGNl77bV0/oMHgfZ2ut5XXqEoz6FDtFLGXXfRcaOi6NpaW6mZc/fdlRg+PLpj2KE4t205CPsqKmhInLi2zppaMTF03Rs3An/7G629fuaM5Z6KibFvDtk239Q055zdp57CG8/fiy++eHnx4sXL3NmXIzr+jKtDxsSqV889R+vklJbS/wGKE2/YQINrBw+mAbFHj1I3RW4uMHw41b7DhgHvv09dKM3N1AVz5Ajtb3suHoDKMAzD6AD569L29aQUDZH3nNv2vtvS2WKX8nMpvbLla85cfTV9OoqeiOMtXWq9BkxBAUUtnnuOvi8oAP78Z+qnvHCBjj9lCg3TioujqENBAR1n507g4YfJgVi92notl2efBR54gIaM/fij5VzyoWzyKcBr11LTYvBgitDIF/IU1ynmyMijKbZ6NzcDW7fS/JmdOy3bjx9Ptt5xBzVNAFr/fOFCcniWLAFGjKD+2OXLaZ8RI2guUECAfWQOsJzX1j7Ack901tSSDzlcssSy1o7tYqhKQ/jkx7RdpFUJf50OzREdDTCbzQgLcy/9ty6QdwH98AMwaxZ1tezaRb999hl1jWzbRs5MSwvVkn//O9USX39N3Se//z3te911MPfpg7DHH6fo0IYNQN++1J2l1F3jJxGdbn+feAHWRBlP6qKnqIXe0JM2/Cyox5FW8leZbVTGFUTvuZhHkphI/woL6TfhTPz4I0USEhOte9ttoyqd9cY766mX99Jfdx19t2sXRWZOn7a/PhE92LGDhmolJZlRUxOG/Hx6BRcUUH9kZSVtN3Ag9U2mp5PT8847FHXIyaGcQvv3A01N1NC+8UbriJT4LjMTGDeOmgnffEORnltusY7uFBZSP+mlSzRk7Kc/JRv+8hfSKzCQHKkbbqBjyfUQGvTrB+zbR2uVHztGy/4NHGhtV3AwlUl6On131VXkMKSmUn/rVVfR0Labb6bfU1LIgezXz4yBA8OsykKuvYjACPuuu876nnAW+cnMpGseNMhip22UyllzyFnERn5Mb+KNuqorER12dDQgJCQEAQHdOHgmnp6TJ8mByckBHnyQHJq//x2YNo26I9raqIb9/nuqwYqLyYFpbqYn7+hRYNIk4J57EPLZZwjYsoW6esLDad7PkCGWc2VmUu3jJ04O0APuEy/AmijjSV301JjXG3rShp8F9dhqpTScSD40yNVhPKLBKHrabY+XnW3tTIhzCOdKbodoeDpqgAYHk8Pw5z9Tox0ADhwATpyg16xwojIyLEO0KiuB2Fjgrbfsr0809FNSyPFITQ1B//4BuOYayh80aBA5F9u3A6NHA//zPzQgw2ymPsnx42loWb9+tN3w4RStOniQRrGnpVlrHhFBQ+oA4OWXycm57z5ydP78Z2D9eostY8aQk5OTQ3YmJFD05E9/IrsyM4E+fWh+zbFj1o5iv3703WefUfQpLY002r2bmhLnzlm2V9Jb3vRQcjiMxhC0tQXgzBnLUDq5Rud9/gAAIABJREFUAyLK4brr6NPZkEbxm5Lj5uh+c9Yccmc2ghxPzRhobw/BkSMBHp15wI6OzikvL+/eY6vF03PrrVSbzJhBtddVV5FzMmmS9d+33EL7/f3v1NXzyCPURXTwIA14ve46lEdEIPpvf6O49q9/DYwd61rXRQ+k298nXoA1UcaTuuipMa839KQNPwvqkWtlMlEDff16akCLRmViIr3OzGbLvBJXUWroiqFKImqgFHlQ07iVI58fI0k0JOyzz+gcGRnWTldpKW0/ZAhwzTXW84IEwcEU7Vm5Erj22nL07RuNM2foevbuJQctO5uyqQUF0THOniX9LlwA3n6bHI477yTnbcoUcnJE1ERovm4d6btuHW0/fTodKyIC+PJLmpNy5510Xa+/DsTHU/NBODFGIw0G+ec/aXDIJ59QNKmsDHjvPctcJHE969aR4zV6NEV1DhwgnZubKRo0ZIj9HCG1g0jKy8tRWhrdETk6fdpS5sHBpINwgoRD29kxxb0jHKOuRBjl5dqViI2n5vB891055s+PxuDBjueKuQrP0WG8ixgM2r8/OSUxMZbvxdo4O3fSZ3o6Jbb/+c8tA3evvppqnz59qGb73/8FwsKAP/yB1tv5z38sg0o51TTDMAzjIQoLySkQkQLxejEaLdmzxJoprmajkr+ulOZM2L7KsrMtqYkdpRq2xWSiV+9vf0sORXMzRV5sRwaJ+Rc33USJUHv1okjLoUM03Mx2GqzYXj7nKC8P2LSJ+iNnzSJH6r336LW9ejXtN3gwcPfdFGk5cIDmslRVWa8hU1hIztLUqWTzsGE02CM0lNbeWbKEHM+qKuoLzcqyrP+zcSPZJda7uf56sv+Xv6T5K7NmAV99Zb0Un7ieyZNpn+ZmisokJpLzsXkzbd/cTA7YsmWW+S5imKE8W50jHGW/E47d0qXW6xeJTHJK82Zs7w89TEvuqXN4gnxtgD8Q3JMjEyJBQWMjOTI33EADepuayJW/9VaqxV5+mWrcyEjgH/9A8C23ULeLSMgPkBMFOE8630Pp0feJm7AmyrAu/geXOaHm9SDXKjvbsq6M7faiYScW7VywwDLJ3Bv2CedqxQr67Oxc4jjNzdQnuGABDUlbvZqcpTFjLGmfRSaw5mY67vLlHUvWYds2es22tlqcLGFLbi5QXh7ckUY6PZ22S04Gyssp6hIQQH+PH0+jz//6V2D+fDrPmTMUAWpttaxXI9JSz59Pr/68PEoXfccd9P1771EU4/Jl4MMP6d+4cZSXqH9/cohaWykytXevdZmItXNeeMGSVhogJy4vj+wMDCTbjx6l8//1r8A999AIe4CcqalTLY15+WKi/ftTEyUjw+KkWLLkBXdoZjLR+cUx5I6d+M42kYCze0sPToY8MURXiIgIxooV+nGY2NHRgAEDBvjaBM9hMlnSpeTkWJYpvnCBumcmTaK4Z10ddZv89rdUY+3eTTVmdTUQH48BDzxAb5/kZOqimTLFcg6xIMDtt1Pt5yfOTo+6TzwEa6IM6+J/cJkTzhqOJhNQVTUAsbHWkRYlHDVc5cdytc/NmX1qG7TiOPPmWRYULS6mv0UDXzhCq1eTI7J+PUV67ruPGu41NTSMKTraeo0bOadPD8Dq1RZHau9eGoaWl0fHfugherVv2kTb33cfnV84NTU15DyMGUPXKzLILVhAzsKOHeTkzJhB0RqTiZyQ55+niNHgwRYt/vIX4IMPqH/0zjspNbRcp/37KTPc8uV0vQLRX/rUUzTdNyKCIjg/+xkNhZsyhZyt776j64mMtNehtZXW/GlsJHs//9y6DOXPn+09lZ1tWThU3CdisEtzM/CrX9GncAaVkA+QASwaA92v73fQoAEeG7LmCXjomgacPHnS1yZ4DhHBef55ygVZUEDdJqImrKoi5wSg2qS1lb4PCgIef5ySGFx/PU6+8QZFgN54g+LQb75J3TKiO+jWW6n2dBbH7UGLjvao+8RDsCbKsC7+B5c54cxRKCwEfvjhpEtDgByNmHZnOJGwLyND+dUkP1dnry+lBUXlKaiFbQBtN3gwOTmzZpFTMWsWjTJ/6CFgzRrKIqZEYuLJDj3F0Lq4OHIyYmMpV9CuXTQA4/nnrfsejUb6W0TMbK9fRHZmzCBnZNcuGtG+ZAnZM28eOSHiegoKgN69aXpvfr7FxnPnaPhaURE1MUpL6XuTiUbNnz1L698MGkSO1aFDpEVcHA0Uqay0OEgFBdZpsAsLqR92yBCK/gwfTvba3mPy589kIodw716yraCA+npFGmxx3EWL6JynTlmf0xFin0WLrLcVKbnFcL5z56zvG701g/RWV3FERwMuX77saxM8h4jgHDtGDkxgIHWhbNpkGTRbWEjx8oAAShMzaxbVwjffTANZn3wSl2+6CfjHP6j2+cMfqBZrbKQunt27gcceo0HGGRmd26M2LtwN6FH3iYdgTZRhXfwPLnPC2fCa7GwgLOwyhgzp+rnURl9se9xzc6nh6SzytGED9ef97neWbcQwrBkzLEOf5E6IiAzIbRNOU2Sk5e/Zs+kVOmOGZVqtkg2NjZc70mRnZ5Mj9cYblET1gQdo/169yM7/+i/a7+BBiyYiAiHXISWFpuIWF1NUpbmZIkyzZlGkZudO6h+VO5YZGWTz3r0UTdm6lRK7LlhAS+29+CLw5JM0D2bGDNLp5ZepqXH+PDU17rqL+kg3bqRjpacDr75K/a3z55Nt995LNoumRUoKzSG6914aeT94sPU9Jq6pb9/LHdctHJLLl8m5Ki+nLHt9+lCZ5+ZamkoAXes11zi/j+T7KG0rhvPddpt1xElvzSC91VXs6DCuYTRSzDgnx7I6WVYWdZ0cOEA1S0wM1UQbNtC6O/v3U01pMtF2Y8dShEdEb4qLqUb76COqKX71K3qi//IXqh0c1dKAPga2MgzDMLrAaKQohLtDfJScFmfbiuFj8nkZGRmdv5oKCiyNf/k2eXnUiC4rowatOK6wY9EiagyPH2/fGJc7PXl55Jw4eoUKR2vgQLJFNJyzs2nx0L176XVtNNLrHLCsGyQa1cIegL5rbqa/s7LI2cjOBj7+mPovW1vJIdi8GXjtNdpHTMsFqBmwaRM5KgMHAv/93+TMZGRQn2hSEmUwS0ggm9auBd59l5y7m2+mpAVZWXSswED63LqVnCFJombF8eM0R+jwYYrgjB9P27z7Ljk8o0bRdURGWrQV1/vcc5brFg7J9u2UIvuee8hu+fBH0VQSyMvA0VA0o5GaVraRn5wcOndGBtmYkUHlKqKGzu41f4eHrmlAamqqr03wPOIpHj+enuCaGqqltm61XvIYoJl+H39MCflXrAB++AGpv/sdsGULRW8kiWqIixeB2lo61u7dNEfHUfxfbkcPydLWI++TLsKaKMO6+B9c5urpilauDFezHT4mn3xeUqI8RE38v7mZGuRXX209F6N/f8pqduwYfSeP4qi1WThREycqzzs6eJC22bEDqKpK7RiqJRyZqipKErBoETlDhw6R43LoECUgGDiQHIOUFGDkSHKMUlKo4d/aSk5J3770Sr/2WuBf/wKiougYJ07QfJYZM+yHXF28SA7aoEF0vNxccoA++YSGvEVG0nUWFFiSJkydSs2Gzz+nbQGKIm3cSDmRFiyg5AVz59K2BQWWwScmE20TGUnD9E6eBEJCrJ0SEUk7ezYVY8fSEDWAnKrkZOCZZyjSFBlpPa/GEbYZ2pyVJWBp5sTEWDd3iovVZ4zrCq4OjdNbXcURHQ2oq6tDXFycr83wLqLLJy6OaoW2Nuri2LOHcj5edRXVPGPGAPHxqLv5ZsQtWwYMGEDdby0tVFNMn061RmWlaylLegB+cZ+4CGuiDOvif3CZE2omZndFK1cGCdgOH3O0vzy/zpAhlsxpYpiSmKReWEgjueXZ0QDL3JysLHpFioxiokHuis0infLNN9MresKEOsTExMFopAb4xx+Tw/PUUzQQ49NPKZLS1kYDLdaupTkncXE0Z+bLL+n/W7bQ/2fPJufmzTfJ5vR0+v/hw/T9f/5DQ8xKSshpWL6cdMjJofk+77xDUZJRoyyv/MBASzKFX/2KnMC9e8l5mTKF+lfF76+/Tv83mciRe+01y3FmzCAHafBgS+Rkxw5qgtTWks6nTpGjJtJpi0x5hw7VYf36OMTFUVPlyBFLvqWdOy1DEOXDDZXuT6UMbY7uqc7KUCSqmDqVjieGxtlG9jyRxMDVZpje6iqO6GhAY2Ojr03wDnI3PyaG4tChodRF8uOPlND/jjtoBqIYslZUBOTloTEhgbqtWlupRgsOJofoxRepS0s8TSLvpXjq5bMA9TLzzkP02PukC7AmyrAu/geXOaEm4uKOVuJ1BjgfJCDfVmTKEq8k+XA38XrMzrasE9PcTEPSsrLodblyJTkY8nk3OTmWNX4AS8O3pIRWb1i+nHrxBbYDG3JyKDvaX/5ir5NIp7xhAw3CuHCBtBIN8NhYclqio2ntmuHDKSIjptrefTe9on/4gY4fFETXuWuXxXl6800asZ6VRX2W339Px6mupnMDlsVN29os0asRI2jR0HvusaTOBmjYWGkpaVVaSnbfdhs5RsePWzLEHT0KpKaSvSLpgdxhKCmhyM/+/Ra9n3+eEjZMmgRMmEBRmptusi7njAxg3LhGxMRYhhoOHkxRp9ZW6+iZs/tTZGiTJ3WQN6XUDFKR3yf332/J+GZ7bk+tzePqDAG91VUc0WHcR8nNFylhTCbg3/+mLpzJk6lWPXnSMvi1vp66Xi5coO6U5mZKs1JSQsfJyyPn6I03yPmRr6olHxTcw6M8DMMwjIWuTst01MutptdaaU4OoPxKsj2eGPQAUGNb9MDLe+Rzcy37O4oWLV9OaZL791dOVyySGUyZQtscOUINcjFIQmA00hAvSbI0+ufPp1fy1VdTf+WhQ3Suu+6iYy1fTk7HuHF0TICiGcePU1/nAw/QXJnoaHrlp6TQsebPJyfk9GmKEon02GLx002baLucHIrAiCF0QufsbIokPfwwORjyIX/NzZTHaN8+igT160e5jETyV3lZZ2fTfn/6k2VOTmgoOWzl5dQP+8QT5EQB5MCKOVEpKdRkEbaJhUwvXKDyFPbIy03pXrOd9+UoKUVn2B5D6Z5R+ttdPLW+jq/giI4GxMfH+9oE76D0FOXkUGw5PJwG+S5fTjVAaio5N8nJQN++iH/9daqd2ttp2FpEBKU8OXOGZg8uWkRD3WprKZZ+6hR1mV24QDXtiy/2uJl3PfY+6QKsiTKsi//BZU6o6fHuTCtHvdyuDBkCLNuKienPPWc9l8b2eCKaAFBDOiPDkp55/nz7eThKaagBcmCGDaPz7d9v2V5ss3EjrSmzcye9NpctowjL0qXUoN6/nxyL2bMpgvL++/EdWvznP7QWT309ORylpdT4vv9+sq+6mpyB7GxyfMaPJ0dp0CBaOWL4cHKyamtpn8GDLcPufvlLsmX2bMu53nqLHJ/AQDq+cApKSiw6z5tHNp8+TU7XzTfTb8JZCg2lHEa33ELXvWKFJVoihgyKiJnRSMPd7r6bHLlly+gYt95Kzo7JZD1nSk5iYnxHmu8VKyzzga6/3mKPrWPTWUTFdq6Uo6Fsttt3NpDF9tnw1RRmvdVVHNHRAEmSfG2Cd1By841G6na5+mrLMs05OeSgHDpEtUtoKCSjkWYntrfTPpcv0xP/1Vf0JN94I6WdOXOGVhCrrwcqKqhG7KGRnB57n3QB1kQZ1sX/4DJXT2dauZsy2nZfeeNx/HhLOmmRecvRvs3NlohOTIxlDkhn+9pGh0pLyYn5y1+o4S9vVP/qV9Tgv+UWSg7w1FPAzJnk+OzYQY16ERHJyQHCwyWkpZEzsG0bOWGxsfRKvvNOsrGwkCIe585R/2VmJr2uw8Lou7//nRyR6GiKTEydSsdPT7d26q65hq5nwwaa+3PHHZa1wr/7jtaxEcOwxDyl5mZqNowbR0PR5Iu87txJjtf06cBPf2qfXU4+ZFBEzCorga+/piFzYvFTgAabzJpl+RugoXezZ9OnJEkdiWKFbbYRwJ07Lev1TJmifK/ZRgXnzbNfbFQJRxFHPS4mqre6ih0dDaipqUGfPn18bYZ22OZVBKgWeuYZ6uIZPhw1lZXo89xzlDeyf3/a5oYbALOZ8k+ePk3HkSTqvsrPpy6jm26iGPI773S+QEA3xO/uExWwJsqwLv4Hl7lzRKMvNtaxVo6G4dg2JJUalp0N4ZE3auWTxYXzIm+gA5YIjhjuJLKrFRTQEKnbb7dEJmwbzLNnU4P9228tqayPHCEnZ/hwy3yWjz6iY4gVHwBqgIsUxQUFQHR0DYqL++DTT2nfwYOpoQ7QOSorLQ7Uyy/ToIxNm8gpuv12ivgANEr9+uvJobhwgez9yU+oL7OszDIsbfRoiopMnkyj01euJDsCA8nxkA9bW76cnJiQEJo/88UXtKBoZSWdY+5cWiw0Pp6iSjU1dJ3C8cvOpuu3TcUs5vyIbYVtts5CcTFFyPr3B/r1q8H5832s0ojL00kDdMzKSvp0NkRy3jxLpjsxYr8zHDnoXc3X5A1HSW91FQ9dY7ShpISGnoWGUk0QEkK1Um4uDXNLS6NojtlMuSsPH6aumgkTaLbjmTNUs40fT90mixdbz8ZkGIZh/BrR6FOTp8Z2KFBGhiX6ADhuWDoaQiQfJiSP3ixYYFlxQTQqAerNLyig19natZYefsAShRDb2g5BiokBXnqJ0ianpNDKDUuWUJRHvB63bSPn4fPP6fjFxRTR2brVsnzd88/TPl99RQ7OgQP024wZNFeludmyRsvNN1PjPCGBBljcdBMt1FlfT07Q9dfTK1noV1FBkZ5LlyiCs3Ejpa3eupXyErW2Ak8/Tb/l5JD9999PTYWlSyla1dZG/Zz33UcDOxYuJMdIJDKIjKT01hER5HwtWkQ2yIeMCe2Ki+k6iotpv927aVtHCSTklJZSEwSwjujZDgubPZu0HzyYhtvJy14gTyQgt8t2O1scDUOzvW9dxVMJC/QMOzoaEBER4WsTtMX2TSCP9zY3A088gYidO8nhGTKEZjqWldGMxvffpy6aq66i2vPyZaoJcnKoJt25k5ylm26i2HwPwu/uExWwJsqwLv4Hl7lzRCMyLs65VrYNPDGHRvSuO2pYqmkYCmdHZBWz3RcgOy9cAB55hByWnTupHy8rixyNqVMdN17lvfA7d1Ja56wsitbMmEGOQVQURVRaWiyO1O23WxwCgIZqFRREYP16SyayAwfIyaipIcerpMQSpTKZyKa77qJFNq+9lub0vPceRXt++1tyaEJDyQEbOxZ49VXqrywvp2SsdXV07E8+ofk5N91EkZ2sLNItI4OcG5HpLTSUrunBBynRQFwcNQ0GD6br7N2bmgL19TT3Ji6OdJUnawXou9On6VOeBEJejvKyFc2XF18kB6Zv3wjk5Fi0OHeOmjniUySfHTWKUoTLM8rJm0LuRk8cOdi2962rdNVRUkJvdVXg4sWLfXLiNWvWLH7kkUd8cm6tCQ4ORqBYqtcfOHyYaou0NIr5Hj5M3TDjxlFt+8EHCC4uRmB7O3UJZWVR1Obrr2n/gACqCWNjgb/9jQYCjxtHXVSff/7/2Tvz8KjK64+fISuTfSFkhyyQQMISIEAAkYDgwiqKoqjUhVq1LVXaWlt/BVo3atXallqRqlBRkaIgCCKEVYysAYmBhEBCEsKSkASSTPbM748PL3cymYSAAQa553nyJJm5973vPfe97znfs7IL79vHruLgwG8nJ3aAnTu1/68zuuHWSRtI54ltak++LFiwQG6UvfhSyZ54o78LGrW01Ts5IXJcXC7OK39/RFRCAudZ/9/aeSEhBB8EBrZ87M6dIu+/T+hVQADHBgVxjcREfn/xBZ6FhAQ8KwpUnDnDubGxXM/6XrduJWQsOpqI76NHabbp7MzYQ4YQNDFlCnky2dnMecIERO3EiYCQ/v1FsrOdZPduBwkLQ5yeOgWQGTuWyPHhw2mH9+STBFvU1ABu6uqYT04OoOrbb5nbtGmMe+wYBQeOHAHcJCQw9p13ivz851pfoM2bEemBgdg3P/yQ+xszhsKtb7/NvWdlYe/85htC1T7+mLnV1oo88ACgrl8/gNXXX6O8BwVpvNu8mdC3+HjmPWCAiMHAGKrgQ24u/FTz+M9/UEPi4kSKipwkMNDhAhiqreUZqd9RUVxHjTF6NNdZs4ZnoFQhS9VIhPtWPYAutp6sz7W1ji+V0tK0tWY57g+hK7FXzZ07t27OnDkvXc65OtC5CpSTkyO+vr7XehpXj5QkqKjAaxMXx1uUkID/d9MmyXn1VfF1dub7776jceiBA5hnQkJEzp7FJDR+PJ8dOcK40dEECWdmat3MAgIARKWlmKDUjmMpHYqL8ZFHRNhPxp4V3XDrpA2k88Q2tSdf7EmZtzeyJ97o74IGcHJzsZ1ZK33q+7q6HOnY0bdVu5cCReo76/9bIicnPAOW17cGXkppTkqiItif/6z1XTl5EgXcyQnvwt69eHfGjSM8LDFRA0SW+T4hIVzX358QsM2bGX/3bo7p2xeLf1gYIWOrVvH3nXciZletovfNzp0o9wUF/ERH58jixb6SkcH/gwfjYcrM1BTgNWsAO9XVeFvc3PDoHDoEODp0CO/LE08AoNLT8fIcP45nplcvRHlaGum6rq6EonXvTv8aPz8tbO3ttzne2Vnkn/8EJBUVYefs0UPkZz8DpJjNqAXz5wM69+yhhlFyssbHtDRC/DIyAHkODuTrzJ/P+atXa9HyH36ohdFt28b1evWCp/X1Ih075si77/rKTTcBFseO5fvhw+FRTIw2RnIyn8XFAXJsgem6Op5FUBDqia31bEnqXJXDpPKQ1Fq5XNuurTlZvjOXYz++EnuVDnTsnEpKSm4sAaUkwezZ7MYJCcQAODmx64tISWys+N5yC7vYiROYYry8eONPneJtPngQs9S6dbzVu3fz2cCB7Oq7d7MDNTYCcGJj2dXr6zFhzZ6NdImMZPeZMwdQlJh4TdnTEt1w66QNpPPENrUnX+xJmbc3sife6O+CZtUePBgnv7UVW30/bFiJ5OX52rSAt0ZtVeqsreiWHpbISG0e/v6ItS1bED21tSi0CrT06cO93HQTIi8wsLnyqq5VX6+dK4Iy7eioeY0efxwQUl+PJ8LXl8CHDh0AKmfOIG7vvRdgMXs2npSkpBL59ltfGTNGAzEDBjCHigrODwxk3AMHGKtPHzw5DQ1ElpeX00FCBDDi7w+Q6NYNkV1Xh33Sw4NclKFDmcOaNdg4d+3iWAAFnq5z5/jx9BR58EHAzm9/i7dq925a7J09C6C8/XaRu+/m+n368HlQED8ZGUTEGwz87e3NtUaPBiitWsV5a9bQ9PP0aQDQxIlc12AA1FRUlMgf/uAreXnwoU8fLbQxPJz7euMNzhs7lmfXGpi29NAkJFzcK6POtfYotWV9t7auW5qTGrMlT1JrdCX2Kh3o2DlVVlbaXcziFSflfVGmFWXmev99kXfekcrISPH6/HNKTvfoQWBvbS07al0dmZCBgZiYVLCrjw/SIDubHb6qivqUWVn40x94gMIGr73GbpaRgXmmqIidOyREK7Nih3RDrpOLkM4T29SefLEnZd7eyJ54o78LmtKvQr8slTbL0KOgoEqJjvZqpjxeDMi0RamzlWeRk0OtnYAAPAZBQYin1asBMaGhRF0nJQHQFGiJjdVsgOr6L77IuRERKM8FBdyvnx8i0s0Nj8TgwZwzZAjeIC8v5rN2Lcr5kSPM5+GHEX+jR6PIjxuHpyc0FH65uVWKr6+XvPoqYWHvvKOF5b35JuFe27czz02bCJwIDGQep04hmm++GY/K//6HB8fbW2TBAoDN6dPwYP16RPXkyYhyFxfmN2ECnpH6eqrNOToC0DIzybn57W+Z15o1fOfqSpjcli0AtyFDyNFxdWW+CgCEhMA7T0+u97Of4SVasgRg5ekJr86cgTcqFG/dOlSSfv0AWh98oJqjVoqDg5cUFABmbrtNU2u2buXnm2/wXFVVXRpYVmCpLR4TFTDj5oYHS6lXrVFbwYqtMLi2hMZZv1dXYq/SgY6d0w0pnJycMG1FRmr+0EOHeNvKy8Vr0yb82o2NAJHcXEBKVhZvvdHIDnviBLtGbKzIPfewQ506xS5+113EASxbxts+fLgWJpecrGUivvYaO+nkyXYLckRu0HVyEdJ5Ypvaky/2pMzbG9kTb36M78KlhsW0Fl5mmQrau7eXzWNtKXyWc7AMGbuUXInAQH6vXYu3ICoKUdSpE2JvwgQ8AAqgBQY2vY6aQ0wMCv/q1Xz28svkm/TureXtDBumgaU33wTwFBcj2l55heagpaXYGdevx+Py1VeMPXw4YWVeXoCotDSRjh29ZMYMFPrcXMDD9Oncj4eHVs65uhrbodGI2E1PBwzU1AAUTpwgLycnh2NPnODv2loKLnTtCnjx9KQXz7p1hO0ZjXhA/PwYc/t27JceHgAosxkPysmTAMV//EMrFmA2ow58950GTEJDAQJmM41Yv/kG3nl6aiW2s7K4RkgIc3RwwOtz7Bj8/fZb5pGcDK/T00V+9SsvCQgAME2apKkSO3dSPW7dOq4fEMDzswxr3LqV61jm4FiuT1vvQWt5aCdO8OxHjOA6lmTrvLbm8dh6Z9oS0mn9TlyJveqHAB29j85VoNzcXOmq/Lo3Iilf66hRF3av3GHDpGtBAbvge+9hlgkJwY8cGEhJlvJyTYIcPMiOW1rKjhUfj5nm9Gm+Ly2lVubzz2PaUZXaRJoXu7dTuuHXiQ3SeWKbdL7cePRjfOY/tAeIiOZhUWWQExJa5pWtktHWc2hpHpbXUQVEVQWstDSUaMt+Larq2ty5HKOaTIo078eTlkYeT3w8/bZFUJjd3LDPVVcDlCz7rqhmnGVlhExNmYJXpW9fxhg2jHHf+8EvAAAgAElEQVSWLcPr8t13KOKrVwMCGhvxTAwZkit//3tXee89wtR+9jOS/WfP5vjGRjwpcXEotA8/jMfmo48ohHr0qMjixRzj4wMA276dfB1nZ44TAXj17893d94pUliIh+jjj/E4iTB+dTUFWDdt4n7Ky/kJCmJ8Nzc8RLt2cd7u3fBo3TrAipcX3rCBAwFt990Hz1av5vnMmKH1EXJ1pax1t27YZENDtR7nR48yl6Qkju3SJVd+8pOuMmyY1uRUramkJJ7JmDGAyQkTtDWWlqZVubPsdW7pGbT1Hlh+Zt1EtrWmt5fa/6k9yHo+9rZXtQvQMRgMYSKyWEQCRaRRRBaYzeY322PsHwPV19df6ylcW1Ld0MrKyFi8806pLylhl50/H5NMr154aby82DHOnePc/HzNr7trFzt0//7siBs3ssPdfDNAp7FRC8h1c6MDWGuSy87ohl8nNkjniW3S+XLj0bV45le663prCltbyZZi1xKvbCl8bZ2D5XVcXfnb1ZXvLBXSRYtQqn//e5T74GDseapfiyVP1bgxMYCcxYv5LCsLkfnXv6Jsv/46SnR8PDa8119n7J07EYEiGpBYvJgcFX9/8lZOncJ7YzSSc+PtTQ2fPn3wOBUW1svKldggJ0wQ+d3vGG/iROYdEYE3YscOQIzJhCdh8GDGECHc7f77ATavv44HpaiI+zIa8WikpuJ5cnYmNK2sjLyi+HiNFy+8gPdk+XKAVVUV4WeNjYSP3XsvnpvqahqOimA/3boVdaC+HhVh8mSOjY3VotUVuNm0CQBaVkbhg2efRb2YORMQNm8eAHLlSn68vVkzYWH1Eh6uVUizpDFjAErR0Yw5c6b2jBMSNLCr7tNkYp2sWiUyaxafWZfDttWAVq3xtjauvVpkPR97k0/t5dGpF5FZZrN5r8Fg8BCRPQaDYb3ZbM5op/F1up7JaEQivPEG/w8YgMnIaGR38PQE5MTEsHN++GHT82tq2K2dnDAb1dVhqnF0ZGdydsZ81b0747m5AaiuAy+OTjrppJO9Unt4XFqjH2pptmzRdrnbvZqD6lPSEqizViBt/Z2WhvI6frz23VNP8dmQIVwnLY08nPHjEVmvvcbfv/wloT8jR6K0KxDx3nuEfS1ZgqibO5c8m//8B/teZCSfKe9DWBjK/aZNIr/+NeLSy4ucmI8+AoCVlgI2tm+nx01lJSJ50iSA1N69csHDc999hMOdOUPo3fr15Mu8+CJzOnYMYOXri6LfqVPTAI2QELwtQ4YQRhYQwNymTQPkJCVp/E5K4j78/QkDbGhAPTAYUAMOHwYELl/OdYqK+L1hA+cqIBcZSWNSBUosPSfPPQd4mjULEHfypAZCVU+ZsWN5NiKah87PT1Nh1PFqbAWYEhK4fnV10/dm1Kimayk1lTDEwYM5dv581oAKQrFcl7bWXlvWs04atQvQMZvNJ0TkxPm/yw0Gw0ERCRERHeiISERExLWewrUnS7NGTIxEfPcdO6Srq5ZZt2kTppiRI6nWVlXFLldZiWmptpZd4fvvATmNjZxfXEw+T2oqu8tf/3ppJsgrbbZsI+nrpDnpPLFNOl9uPLoWz/xaWIcvhdLSyFV49tmmW/fl8MoWqLMWDZYKpK2/Y2JQWC1r3kyfTsiU4qFls8oHHkCsLVvGMU88gVK9di2K9tq1AJqQEADH6dOEWSUlcd6HH6K0e3sjXs+cAZT4++O1KCoCHAUEoGzv2sVn8+fjhYmPF3n66QipqgKIfPUV+SmVlYhaV1c8OSUlWj2gkycZ49//hjfBwdzv999jj3R0RIH//HM8JQcOEKbm6AhYOXkSkDN8OCFdc+cyt+JicoxSUjjGzQ0ePv44gGTHDrwwq1cDbtavJ0yvsBCwNn485yUmMsZHHwH6HnwQ78n06YTdvfwyvKmoAMyp5qjTpwPyliyB96NGNfW8/PrXEZKVpXnrLEHI448TQhcTo4FmV9emYYxGI/e4bBnPo6pKK/Xt5QV4693bNki53sCLvcmnds/RMRgMXUUkQUR22PjupyLyUxGR0NBQyc7OFhERPz8/cXFxkcLCQhERcXNzk8DAQDly5IiIiHTo0EEiIyOloKBAqqurRUQkLCxMKioqpLS0VEREOnXqJI6OjnLixAkREXF3d5dOnTpJTk4ON+roKF27dpX8/HypqakREZHw8HA5e/asnD17VkREAgICxGAwyKlTp0RExNPTU3x9fSU3N1dEaILUpUsXOXbsmNTV1YmISNeuXaWkpETOnQ+16ty5s5jNZjl9PnfEy8tLamtrpaqqSkREXFxcJCwsTHJzcy+49yIiIqSoqEgqKipERCQoKEjq6+ulqKhIRER8fHzE3d1d8vPzRUTE1dVVQkND5ejRo9LY2CgiIlFRUXLy5EmprKwUEZHg4GCpqamRM2fOiIiIr6+vGI1GKSgoEBERo9EowcHBcuTIETGbzWIwGCQqKkoKCwvFdD7wODQ0VEwmk5SUlLTPc+rShed08KDku7iIY1mZuPv7S6dHH5WcsDARJydxLC6Wrn/6k+S/8orUBAaKmM0S/qtfydlJk+TsrbeK1NZKwMqVYsjPl1NPPy1SVyeeW7aI76pVkjtnjoi/vzg1NkqX556TY088IXWOjhd/ThUV4vXNN+JlMEheQMA1e0719fUSEBBw7Z+THb1Pzs7O4u3t3eR98vLykry8vBv6fSoqKhJHR8d2eU46XR9UVFQkgSpn8SqRvStYLQExS15dzI5lK8dHfVZdDZCaObNpqqfleJbnL1uGIhweTgPQsWOJvlbnKaVXJcVv20bY1cSJKPEpKXhyZs4khGvfPpGHHiI0KjsbEKPCsUQITfvqK80zsmgR/ycnkwfz9dd4QW6+mYaf//oXirwIaa8mk8hDDxXJ++8HSnY2kd/33osHKTISEPX++9QJcnEBNHh6Uv55wwa8HA89RC7NypUo7J6eRJ8fOwYgio1FmU9K4hxHR+4nI4N7Pr+1yZIlgLrevQmVmzaN8DRXV3j0zjvk6jzzDGAvIID7GzaMe/Ty4jrbthG+NmUK16qo0Pou1dYCjuLjuXZ4OPNauJCiEYMGETWv5pSaSijg5MkiJlORrFgRKHfc0fRZ7d/PvX/0EeP/5jfae6NC4RR4XraMLhe//73mHUpPZ6yHHrq4QcFObLIXpWuxV7VGBrPZ3H6DGQzuIrJFRF40m82ftnbsgAEDzLt37263a9szZWdnS7StwM4biawCk7MzMyW6pIRdpriYHXzGDN76999nZzt3Dp+10cgO4uzMj4uL5rOuqND82rW1qoUxY/7850gpZUaZMgVTV2tzu4a7h75OmpPOE9vUnnwZMGCA3Ch78aWSPfHmx/YutOe2az2WJa+slU1rsvW9+kwBHAV4nn2W762/e/11ShIfOED4V22tyEsvAQxUvk16Oon3L7yg5fhMn44ynZSkKb5z53LOihWMpSqgqdySadMQZ3/8I7kyP/kJCvqOHYCcQ4coyZyeDnhITMSTk5SkeWumT0eU/ve/In/4Q7b897/RsnUr1dMeeEALpRo7FoCwbZvWW8fZWfNCPfwwvXeeeQZvjgji2cVFqwRXU0OvnFGjACaDBwOkli2Ddy+/rIGZd98FpPXqxdj791NfSIT7Cw0FUAwdCth67jlyioqKUAVWrgQ0urszx1dfBQwWFMCbjh0BREFB2nMoKyNssKSEPKNt25jT2LFc49lnAYrjxmVLbm60dO/OnCorRR59lPvIz2cOc+cCdFpal7ZUkYupJxdbq5f6blwNuhJ7lcFgMJnNZrfLObfdPDoGg8FJRJaLyJKLgRydbkCyjgvw8NDMF599himnc2d2pE2beCO9vTluxAiOqajAROPgQNiakxPZhwYDfnWDAVOSjw8/gwfzlr/yipbl+cQTzd98ezdb6qSTTjr9yKg9839aG+ti4XfW31vm/aicidTUpnlAzz6r5WHMnEnOzMqVAJMpU1DKf/97vCqqNPOSJSi1e/eixKsKaoGBWl5NdDTHLl5Mmun06Yin7du1PBB/f47dupXwrYAAFPI9ewA/99yD8j5/PteLidHyj4YORay+9x6A6c47ycO5+25AzsiRRIEnJ+OZqq3lPC8vrpeXh+h1dmacnj0BCyo/Z8MG5tu3L7zq2pWQLpVzM3gw3guTiXCzqCg8O59+ypyrqgh5U3xfvpwuFPX12DVvuQXvzSefaM/i+HF4X1bGvbi7A2pGjIBPu3dTZGH3bkL7nJ0BUnl5eMyefBI7a3Y2QGr/fq3IhAiA5quv4JEKSZw6lbDB2lrAVnU1Vdp69uTeTCYNvFiuR39/VBBLMhrxYom0niPW1nw0a/XGMidMracbjdqlj47BYDCIyHsikm82m2e35ZwbqY+Oi4uLODs7X+tpXFuyKuR+gScmE2am7Gx2qA0bOP5nPxP5xS/Y2XJzCb718gLsnA8fEpOJHfbcOUCPpycmm+hoDSC9+y6dxcaOZYcxGi+v1e9VIH2dNCedJ7apPfliT71i7I3siTc/tnehrb09LmcsS16pPiCqnZu/f9O/jUZ+p6Vpv+fN4+++fflf9edRTUr9/bHJDR6MUt63L9fw88OzMX8+gKNXL+1YX1+U+sOHUbZvuw2vy4svoiTv2AHYEKEYQXw8XqLUVMTesGEELKSlca3RoykqsGoVx3ToAHC5+Wau8cEHKP/FxQCxAQM0G+LWrYSuBQeL7N7tIkVFztKtG6FtixcDdCZOZN5btjDe+PE0HD11CnDh6kqYW7du9HUJCMBz1K0bv0ePJmxt8WIU9HPnUPp37ECcHz/OuHv2kIPk7U3IWZ8+2DJffx0g5+iIaB84kOM/+4wUXrMZ++YddwAUb7sNUHfnndg8161jPezZQ6icpyf8LCkB5KxYgfemvh6g4enJtUaP5pnW1aGO7N8PoCkpcZGuXZ0lKIj/O3cGtKlGrCJ4/aKi4POcOfAkMbF5bxvL3joFBVpY3fvvt6yWWPaJsu6dY32cpXpjNGL/3boV/lwNledK7FVXvI+OwWC4TUTeFBEHEVloNptfsTpkqIg8KCI1BoPhcRGpFpFpZrN5zeVM6sdG9lZq75qQldfkAk/S0tgV7riDN7G+Hm+Muzu74wcfsGOZzew8DQ2AmPJyre1yYyP+8YgIdvXvvtPqfG7ezLXr6gBIy5YBeuwww1ZfJ81J54lt0vly49GP7Zm3xZHe1rAb68pp3brVi5tVkIt1tTPL3BvL0DRVLGDFCs6bMqV53xzLEtKW83r+efI5LK3uqmDC448TnV1RgUJbW4tXZfx4LeQqIQHF+swZkQULAEA7d6L4P/ccwQl79lBG+ne/Q4H/6isKFUya1LR1nLs7YrJPH+yIkZGM06ULgKy0lOppkybVyzvv4FWpqqLq2J134iVatw4vxd69WpR5WRnnqyao772Ht+mmmxhbBDFeUQGQO32aQgVjxgBoHn2U+WzfjsjevRtA4eCAEn7wIPdUVwfYmzQJYPjZZ5SWjo4GYHh4EGZ36BDesuRkgEN0NLx99FH45+aG5+Z//8Mr8/DDzO3ddwE29fVaKJqnJ+FnKj9r3TqeW3S0iJdX/YXKbWrtDBjQtMiEWieqz47KpbL2OKaladecPVur9KaKVliv+0upLmjpoVSeJRVSebVUHnvbqy4KdAwGg4OIzBeR0SJSICK7DAbD51alo0+JyD4RGWk2m0sNBkOA2Ww+fUVmfB1SUVHRj7Kr9Q+hCzxRZWrGjuVtV+2XFy3iLT19umlomgg+7MpKAI6/v9Y09OhRjmlsxEvk4IBEO3WK8Q4eZMcVwYdrB3k5lqSvk+ak88Q26Xy58ehKPHN7SE9sbQ6XGt6mjv/Tn4okIKApryyrnT3zjBZ+9tJLKOGWSmT37tjeVq1C+bTum2NdQlpRZSWAYcgQ7V5UyWIRFPRRowAUqly0tVL8i1/guXB1JafloYdQ+NPTyanp2ZPk+bo6zVNhMCA2Bw3iun36AERSUvAo+PoCXlQvmX37CAurrRUZNqxIPvrISx58EBATFCSydClgw8eHktBlZXiNvvmGUtK33YZXZNkyxmhoQPwmJACefH25tyVL4N/evXiGDh7UQu/27OEcJyfmHBDAfffvz5zz8lgbX32FN6e6Gn6YTNy76imelqblBz3+OMd/9BF8O3iQ32PHct7y5dzTo48SpjZwICrBwIF45VR/n0WLWA9/+IO2LrOyiiQ11UvKyniGffpooWGqiauIBpgtQ9TUGoiJ0dbi1KnkbBUU8JwUyLEsgqHWfWqqVqHuYu+ppQFh+3bWu8r1ulrvuL3Jp7Z4dAaKSLbZbD4qImIwGD4WkYnStHT0DBGZbzabS0VEdJCjU5spM1OrpalaEru6sovddx+lWzZvxoS0Zw+75/nKYKKqRqlcHWdnTDUigBxHRy1OgAxVdtgpU658gwiddNJJJzunK70NtgRiLtYVXlFby1tbV06zVujU91OmoFAqxbRPH8K6Vq0CBKh8GEuLfUwMXpaZM/l7xw5ClSxLSIsQspWcTOUvy/nu2CHy1lt4YEaNQsF++WWAyeLFAIWUFLwZX32FkhsdTRS2agbapw8/zs5EcP/f/6H8TpiAJ+WttwAbIiTDb9mCR6ZnT8DR2bPYB++/n2Neew3RuH8/wRI+Pij4q1YRYtapE2DjyBHmYzDgrZk4kXn7++Nhef11QERiIkURhgwBsAwfjhj/6CMKK/j5Ea42YgQgQwR+bNgAgMvI4P6PHsUrU1YGiHnkEUR6RgbesNpaPDEqiOObb+DHI48ATKur8S6NG8c9Pfkkz0Sl4hYVwafISIoRlJUxl0OH+P3f//J81JpTz9dkwstm6fkZMIDvVIPR1aubA2ZFSs3p3VsLl5wxQ1tfqgrcO+/gRZo1S/MOFRfDI/V8L4USEvA62pE995pQW4BOiIjkW/xfICKDrI7pLiJiMBi2C+Ftc8xm85fWA1mWl+7fv//lzPe6JB8fn2s9BbujCzxRksyyw1ZSktYLZ+1adkNPT3a3hgZ+q4IEDg7sqBUV/Hh6slM3NGhxBnV17NI5OQQlZ2ZqEtG60P01JH2dNCedJ7ZJ58uNR1fimV/pPjktgRjLz20VA2ipd01brpOQIPL99z7NmjpazsOyepXqc6NEgWWZaQV8VFNPEUCKiAaM1Fy/+AILfWSkdQU4rPY7dhCGVlnJGKp6WVYW3pa//hXPh78/yfGurnggVNniIUO0CmxeXij/1dVUDDtyhHwWxb8PPsBGqNJZKyoAJmPGaEnyv/0tCnVBgY888ggAoryc+Z89i7i86SbOj4qiglx4OLk0TzwBUKqtpZ9OTQ0iNyBAS+qvrSXUbP16zYszbx7FGebNw7a5bBnnuroCrjp3Rlx7eDDO7t3k8kyfTpjfjh2Eq4mQuvvJJzyvkSPxZv35z/TVyc6GdyNHav2AevYkx8lk0goHzJ6NjfTWW/HorF7N/SckNK1yl5kpsnmzj0ydyjx37CAvyN9fUyNECHd0dtZCCG2VLrcm1U/9+efh/4wZnK/W7O23A34eeqhpQ9G2UEvvz5X25NqbfGoL0DHY+My6JrWjiHQTkREiEioi2wwGQ7zZbC5rcpLZvEBEFohQXvqSZ3udkru7+7Wegt3RBZ5YBlerRgXqs+JiqrHl5bE7KpNGfT3eGnW+qysmp/p6rQC+JUVHk6np709I28qVSJpRoy6vXuMVIn2dNCedJ7ZJ58uNR1fimV/pgpMtASnLz63ncDleJsvx0tJEFi50l8cea7mzvPX1VUqndTNIdeytt+J9ef55re+1utZLL+FBUCFo4eFN53/nnSjWUVEc7+iIAv3VV5qyn5qKd2XwYMKMBg3i/02bABYiTUtai5AbU10t8o9/4AlQ6aeLFgFyPDwAEUOGADruuINQshdfBBglJ6O0b9rkLr/8JYr/ypVUXXN1ZQ7DhwNali4F7D35JF6UO++k4MCGDQATEf7PyCDh/913AXdOTgC7W24BTB44wLgzZ+LBKCkBgJlMjJuYyD136MDPwYOArtxc7nfRItQAsxkP2rBheK9mzxZ56ik8M7ffznkihNF9+y3lrmtqABKenloDURE+37kTgBMUBL/T0siJKigAuEyfLtKhg7v06QOvFy/m+JkztbUyZQp8Xb6c/1V0vK21rBqRqtysKVMIZVM9jtT6Ul6dWbMAOe0BSiyboP7hD1fm/bc3+dQWoFMgImEW/4eKSKGNY741m811IpJjMBgyBeCzq11meZ1Tfn7+j6r/QXtQM57YkrjLlrHrNTSQWengoIWrdevGbubtDchRgcINDfj8RQiEdnQk1K1bN8xLy5ezcymf9cXMiVeR9HXSnHSe2CadLzceXY/P3Na2frEt9nK8TJbXQUHMl+7do5tcy3IetsCVdd6N5bnx8XyWnY3F3TJBfMQIlPDaWr4TQSypcfLzibr+3/9IJ735Zi1fJiwMALF6NV6a7t2J1B4yhHM9PPBKREZqRQGWLiUUrKAAkLFwIceqnjyLFxP1XVFBSNu+fQCa114j1C0ujnFuv53ePd7e+VJWFi29elEkQeWgbNnCcePG4d3JyNAqsHXqxL327QvYyc+Hdz17IrLvuYdgjPR05nbsGPz18xP5y1+Y54EDgK/0dEpsZ2QAOu68Uyu+mp9P5brVqxHllZWI8b17ATEDBwLKPDyYS20tc3N3h9dmM4CpsRE1IT4eXu7dy7Hz5nEdV1dCAy2LC6jwQlWlrFOnfDEaoyU0lOdbUSEXvIaWSf9xcTyD7t0BJ7bWcloa9xQfr+WBzZiBarJ6NfMYOpR5qVyd9lJH1LVt5Zi1F9nbXtUWoLNLRLoZDIYIETkuIlNF5H6rY1aIyH0i8r7BYPAXQtmOtudEdbpByGRiFxRh5+rXjzdcZRtmZLB7+fqygx0/TrH+8nJ2MxEAjqL6egJzi4rw4w8bhumooABP0bx5hLPFxHCd1FTMdlOnahJNJ5100kmny6a25uSI/HAvk9GIoqvCztriHUpIaJp4LtJ0nklJhA5ZKqGq+taoUQCeDz/kvOjopn1YEhLwAp06hTKcl4dC7OoKaBgzhhydxka8ODExBB9kZ3Pd1FQU84EDCWE6fZprm82Ivi+/5JjXXyekqrERsVldLfLPf2IbjI0lpOvddxGPd9yhJdPv3681PN24kflHRxOuNXkygMBkwjuTlcW8z54ln2XkSD5LTtZKLD/1FN6qAweYQ3w80eS9ewNUUlIIx7v7bsDCxImct2sXYW6TJhHCFhoK0AkNhWe9e3Pfubnk+axdCy/OnuXc11/H9qmCQ8xmeDFpEnx66y0KD5w6Bej56CM8aKNGaWvUcg2NHQugUUUo/Pw4RrX3W7lS62EeGqr1PoqOBti2RgkJFMSorgZwqnWnwihteR7bi9S1byS6KNAxm831BoPh5yKyTsi/eddsNn9vMBj+JCK7zWbz5+e/G2MwGDJEpEFEfmM2m89cyYlfT+RquevpJCLneWLLtJeWhh9aBHPX7t3samYz5iRvbwDLqVN8FhKidQpTP7W1ti+amcn399yD2ejvfydz0ckJr8+f/sRx5eX4p+PjtV3wKpC+TpqTzhPbpPPlx022tsbr+ZlbggbrClRXghSvLqYoFhcTLhQaijKbmqrlQahyvjExTQsZqLHUfYwdy/kff4xH5Nw5clX++lcAkdGo5Vw88ACFBBYuBHg4OQGC3nyT66mKYSEhdFsoLkZ5PnyY/00mxF7nzoSA9eiBp+bsWULAtmzBm6Pm7+aGJ6RHD47p2JG5HD6M6Dt9WiQ+3lWMRjwXISHYEvPytGCIoiK+mzqVcdeuxUt07hz35OKCmE5LA2DOmIGoHT2a4xIS6Ffj5ARYrKhg/llZAD8/P35UDtSIEdgvly5lrmfOkCfj7w+gcnbm+7w8cogmTwYU3nEHQKa+HnumGicyknEffRSgVVAA77OyGOOtt3iGS5cS0jV3Lh6mhISmKcT797teyHl6+WWu+c47jPXggwScxMcDIKdN47c1qLe044poTWDVO25dJt3aE9kSXUogior2t/RmtXcAi73tVW3qo3O+H84aq8/+aPG3WUSeOf+jkxWFhoZe6ynYHYWGhto2tynzlwi7nwg7xsaN7OzHj7PTl5Xx++RJwEtAAF3L3N0JtD12TLuYh4dWjvrgQY6bOJEsznPn2Pk2bgRYTZvGTv3xx1eXIaKvE1uk88Q26Xz5cZMtr8f1/Mytc2hWreLzSyl5eynKnOJVS94hBXCysvDE+PoCAhoa8LCMGaMpoZmZzZ9FcTE9bQ4cAPwUFOCN6N0bcTR5stZ3RxUsmDcPu1lNDeJmzBgNPFiCq6oqAEpcHOFuhw4BFEaMIMhh2TL+fucdznFzw8sxdCgKfnQ03o2uXVFiu3Yl9Ozxx1HEq6tFnn6aXJ2GBpHExNAL4Uw1Ncy/oQGR+fbbAIfERIDCF18AhAwGxPPOndxfYyPHdeiAx2bQIHgxahR87tiRcLzQUPjQuTM8ueUWPDtffw1YmjYN0au8ZN9/z7xFmG9cHDbOjh0BUkVF2DVPnkQFePxx+LJ/P+ukXz8CNAoLmXOvXsxPzfXzzwnwOHSINVlUpDXyVOu1upoftaZUYYpp0+B1RgYAMTISVcWywppa9zExXDc9nftzcEDNsex3Y7m2L7eseluPt1UDqj1zdextr3KYM2fONbnwggUL5thLx+krTUePHrW7KhTXmo4ePSo+3bo1b43t5MSOERlJZt+GDew6+/ZxbHEx5pOgIHa88nJ2jYYGdk9nZ83spXaz+np2OScnjqurYzdJTMSEduyYVmamf3/MO+Hh7H7R0VctfE1fJ81J54ltak++LFiwQG6UvfhS6Vrxxt+/+dZ4Pb8LTk5sqU5O3FtVFYp1t25t69SuEqj/8x/O8fdv2mnemi7Gq0WL8KxkZgIy7r8fsHDyJAp37944/hMSyJ2prSUxX4mCRa+3shUAACAASURBVIsICFBd6p2dsds5Ooo89hiA4s03te706nkmJzO2hwc2u7AwvEBVVdjffvtbzXvj44NH5YEHGL+oCLF34gRiLDoacJWXR8L9qlUAoYkT4dfSpZxz7BgeneHDmXt1NXM9fhyA8uabR2XlSp8LoVseHoSfxcYiFn18UNCrquBJdTWK/s03M46TEyK1ooJz9+5F+U9JYR4PPggYO3SIY1X4nbMzwKNDB6qVlZcT/lZdDTAIDaX3d+/ehMht2IAaYDAALP78Z663ahVzGzeOew8NRZRv3ozHx98foFhczI+HhwYsH3kEnvbpg6dl8GCKEPTsyf1s2MBz3r5d5O67j0rfvj5y9izgLS5OC9d7+WVAr5MTfI6N5R7S01lD6emERh44ALidOJG1kpjImtq5E8AREsLzjYlhjIQEeNvaWhexvV+0Rup9DAxsfp7JdPHrXYyuxF41d+7cujlz5rx0Oee2yaOj0w+jRpU7otMFamxsvHjtw7AwdugNGzBNHTiAHzs9HR+9o6NWiKC2lp3Sw0MDP1xIG3fCBHaR3bvZBQ8fZgccPFjkrru0Ns1hYQCgxYs5b+bMK84PpqqvE2vSeWKbdL78uMnW1vhjeea2chEuRtbFAi5mwVa8srSUq3ESEghD27gRy3tODkpuaio2rhEjiGw+fFgLM7LsgWIyoST+/vea92TMGJLsCwoY4/BhvAuWXh01z0GDAAKhoRxbW4uo6dUL211SEp6VQ4cIXMjMpDqZnx8Kd3y81phTiahu3QAPCxcizmprUdTr6rDz7d3Lj6cnymt1NaKSuj2N4unJsTU1BEUo78hrr3EdNzfAlCqdHRGBKHZ3B2TU1SFqy8u5P1dXRHReHnM/cwZQcfgw4K1DB+byv/9RPMBsJgTu3XeZZ0oKIXhlZYDbggJCxerrtSamH3xAtHn37prXZdMmcpbWrtWq1fXrx/MaMgQwm5SE56ugAOBz8CAi39ERnn/5JTx++WUA5eTJKhenUVJT4WtZGfNMStKCUNLTAe+9ezctYa7Uh+ee01oFqvXr6sqxlh6WF19knat2f9bNQ1t6py7HI2PrvPborWVve5UOdHSyH1JSSb3Zt98OuImI4LPISIBJYCC7ZFERO6QiBwd2WpGWu2vdfz87krs7u7CnJyavlSsxbWzcSAZkairxDHZUOUQnnXTSyd6pLSFml6qYxcRgPVfen7YmaVsqbSJNFbjXXqMOzfDhKLYhIUQtFxejkKtUUcsQIzWmCmtLSEAB//hjLPUpKSjFa9fiTVi0CIU9NhbFeto0Qs9eegmFvbYWz0pNDd+7uSHyTCZAlZ8finNJCQr58eMEOnz3HSIuPh6QddttAK3evVHCFy0CFKieNCEhiL3+/QGZrq6I1KNHAVxPPCHyt79xTkQEoPLoUe6jvBzQM3w4Y58+DfiorQWwKJtiXBzzPHwY0NCxIyBIzTUnh3vy8uL5P/YYYjgkhPvKyQG8ODtTeOHQIZ5FYyPg6fBh+DtiBODGzQ0+qS4RTz+tdaFobATQZWSgNkybhgdq3jxA0pdfMj8PD/KGpkzhfv71L7w1s2fzmSos8eabzGn2bHhQWwtIc3fnOFdXrmFZtU3lcKkmptYR+pZryjI3Z/x4AJMI/J8588r2urKmK91b61qQDnSuAkVFRV3rKdgd2eRJWhrmjFtv5e3u04fPFy5kx37gAXaDY8cwj/ztb5ho3N3Z1QwGzEW2rAl+fgT8btmCSWb/fnzWoaH8HxKCOe3BB8nduf12zuvTh91VpP0K2bdA+jppTjpPbJPOlxuPrpdnrrbx8eMvLQenNcrMBCCIYKkfOrR1oKR4Za20qb4kJhNKcXY2ICQsjOIBKSnkdEyerFngVd6FZaCBKqZgNAI2HBxQilWn+969Uajz8gAFSjQ5O+PF2bgRQLNwIYpzRARBBh4ejKXsbz4+AIWNGzVFODYWkbdsGaDD1ZVrHj4MGPr2W2yAI0cCAGpqyFFxdQU8KMC1ZAlj1NVFSXY2c/T1hT/9+xMWV1qqdWJIShKZPx9R27074GTcOO7RyQmPye9+B9hxc9PydqqrATiffw6/PDzg06OPAly3bwcoPv44x3/+uVZeWkQL2xs6lFweEe51wwbm9vLLWqjbgQNc6yc/4biFC7m+gwP5WCkpAJ68PHKD+vXTxHq/fthQp06FVykpGnAh3C9Knn5aq6iXna3lmq1d27TggMrHWbeOMEC1Xloqd67I0tup1tHFctJaMyxcTreM9uitZW97lZ6jcxXo5MmT4uHhca2nYVdkkycqeHvtWoKZw8PZaauq2NEmTsRf/M47gBNV63LcOM3P7+sLWDl5UvPuODiQWVlayptvMBCEqzqSGQwck5TETh0UpOUJpaURXLt5MxKtLQHl7cmTG5x0ntim9uSLnqPTMtkTb66Xd+FycnDaMmZ0NGIhMfHiuQMnT56UmhoP+fBDPBFeXpxz4gSenKgoFEk63mOhj4tDef3f//AuTJqEUqy8QrW15NOYzYiorl0ZLy4ORTIpiXFVBTNVJnr8eIDMkCF8dvo0vJkyBeU6JARR5uICCMrJwZPh6cnPgAGMZzDwXUMD11ChXDk5iLvKSsY+dIi/ExMRh4WFWlPPsjK8HB07Ai6KikR69Top//qXh9TUEME9YgSK/bffArTOnOE55ucjequrEa2PPspc3npLK3x66BD34eEBQOnQgdC0ggLOGzaMOWZkMKdhwxC3UVEAym++oUS2gwP2TuWxWb8ecdyjh8jPf878MzLgk0rD/ewzzvv5z/GmvfcefCgvZ36jR/Ms7r+f8/r2ZT0pABAYCLBITsbmOXgwzzY9nZ9z506KweAh998P0IuO5rpjxxJ2qPJcdu5EZdi/n2cXEQGvY2N5TvPmablbIsxl0SKOMxq1/Bm1ji621lV+j+WYbfnuStKV2Kv0HB07p8rKyms9BbsjmzyxDt5OSxN54QV2KtXGeNAgTD7h4ez0JhM7sY+P9vcnn2hmKBEtjM1sxqdeX6/141HX9fZG+iQn86PMIJZV4K6wL1dfJ81J54lt0vly49G1fOaXWr72UnJw2mqRbqnSf3ExnokpUwAWIvDqiy/YulUjz9RUrWS0Ei8HD6Jgr1zJeeHh5KdMnowISUnhe1U5y9LSXlZGns7gwRQ2UHMvLtYaiCpPzddfizz8MCFMo0ahkLu7Y/Hv1g1AM3SoyKxZ/P/KK9jlRBB3JhOgytOTcLucHBTnQ4cQb6dPo7jv24eIGzCA3xs3Mi8XF0RjVRU2QgWizp4V6dWrUhwcEKE9esCL7GxAUIcOgJGqKgBNhw6Eym3bxjjHjgHAXF25T5MJj0hwML1t0tM5x8OD8LoePQAFeXncV1UVz0jltGRm4v04coR7V8A2JYXqeA0NeG5Gj0aJ79kTr8qsWXh2RACcmzbx96hReH68vAg9S04W+eMfyW3atEkrI61ysVT+zJtvsk6WLWP8p54S8fGplBMnmEtSEkBmyRLWjMoHUk1kn3sOHn71Ffdj6VV8/HFSgRUQXrZMZM4c1ovyILX0jtl6V1oLNbsWYWgmk8ipU5UXQhTtgXSgo5N9kXWL66lTMYc4O2u7z29/K7J8Oaai776jRE1iImYjkaYgx5rq6/ltmdtz/DhmL0dHTDG/+hXBuklJSDBbEvZyfMI66aSTTtchXWqC8qWEv7Q29sWuazIBClRS/hNPaN9FR6MUR0c3bc82bx7zS0gAqMTEaArtrFmEsJWVifzmN4z/1FP8GI0akBJhvGPHUM5jYwF3qamIJuX58fXVAEtpKYDDywvlXkVmf/ABwGD9erxPPXvilSgsJPzM0xOl/u23EYNZWdj+AgI0+1+XLoCPO+4AMKgqZyNHAiwOH8ZTlZhIUYA330RRV1RXhw2xZ088J8uXk8eSnMx4O3dyL92744Vat45mpJ07w7/sbLxBqj7Q0qXwxtMTIFBSwjXeeAMPVmws3y9aRKDEyJFEok+apN3b4sWEv23fDjDs1g1wogoWKHA6a5YWfqbEsgjgyskJ7098PHxISwN83XcfINTNDR4eOADQe+EFzlUFBFav1iqribA2HBxYQ9XVdKfYtw8P39y5AD7L8tPx8Zyn1ASTiXtQ6zU6Gt78+tf8rda6AuKW57VUmKC1d609wtAuldLSeIaVlVf/2i2RDnSuAgUHB1/rKdgdtYknRiOmOBX4rMwdqjbkv/+N1EhKwpx3+jQS47vv5EJnL0uyBDci7MhBQVrnNtWa+oUXAESLFnHchAlaoLZ1ofuZM9ut45a+TpqTzhPbpPPlxqNr+cyvpGW4tbFbay6qSk7v26cllCsKDg6W4GC8EKpPyZQpAB9bldAsPVBGI1b76mpCmN54AwAwdqw2/rJleBi8vETuvRdF/de/pkKZszOKuoq+FsF7k5tLGeXdu7HVJSWh3J45g9JfXs51v/uOc+bN07wN7u7MvVcv7Hn79gEyunTBzhcXBzBT1de++opzjx/nfx8fvCFxcdo1XFwQe6dOBcukSdzjG29w7I4dWuW2xkatqef27YA9gwFv0ODBhLR5ewPAjh0DJPbtC49ra/k9fTrHZGYSGrdzJzxKSOD3888DxDZt4prPPIPn5dNPmYunJ8DE359U3bFj8TidPs11lUqg8sOSkwFkKSmMt3EjAGTMGJFf/ELztuzcScibv78GkhWQiIkhKj48HJUgICBYxo3jWcTEoCp4enLOuXOslz594OOKFawn1ZhTVVdLSwNU3XcfvHn2WdQPNWdvb9tVBS3VDTU31VD0cvN3rhQlJIh8912w9O59da7XFtJzdK4CVVRUSEfqOOp0ntrME1sBq05O7NhmM6aqxkakYVgYZqOsLHzibSFVirq+nnEcHNgZx4xhRzt4ENOWo6PIf/+rBbsajexUbm5NGyZcDZ7cQKTzxDa1J1/sKQ/F3sieeHMt3wXLPjjtSRdTxNLS8I7ExtrOP1i4EC/A008DOhRVVFSIp2fHC3NOS2P7Dg4GHFVVIUIs27eFh2s9S+LiUFTLy/GMVFQAZtQcIyJQ/KdMQbndvJky02fPohz/3/9x/ooVKPkTJpCfkZdHCNfKldTGKStjbrW1iBhVwWvqVPJMUlO5t6wscnzWrAHkmEyAiqwsPDDp6SjE336r9QEymUi4v/de5pqaSvjWhg1aPlBpqcjIkRWyalVHOXAAcbZtG0r78OHM2dERr8bx45w/ejTnnTuH2H3gAcL1UlIAU+7u8LFvX0TqTTcx1n//S5GAGTMAg717c61vv+W5nDkDsGxoIMTtlVeo/PbNNxx/7BhemsGDAXsqvTY1leeRn888KirwOGVlUYjh3ntRFQ4d4t67duX7W29lrjk55Bv16sUcKit5RkePsvaGDQOMdehQIQEBHSUlhfWYmIjHxtubML3Ro3n+n35KOvFtt2n5Ryp/x98fkBIVBVCeNImAkalTWb+WvaZCQlBLAgO1cRIT+a2Az8XUjmuRo+PkJOLmxvvXnqTn6Ng5nTlz5rpt9Hal6LJ5YjJpAbU330zw8x13kHMzfz6BzKoof01N28ZUOTwGg+YnPnMGSTRsGGOrFs3KlFJd3e61H/V10px0ntgmnS83Hv0Yn/nFQtMsvT3WoCghgUjjmJjmYMmaVwkJbNVlZXhRli/ncxX6pc5PTSUkbe5cLcn8kUfwCLzyCn1bVAjbzJko97Nno/B7e6PoGo14GIqLCfXy9yeJ/+WX+SwyEvHy3ntakYTaWpTaZcuw+IeGMpetWwEUd97JPCsqAB4uLoCDqioUfmdn5rhjB/wIDgZoDBqE52HvXsTh4cOESo0cyRhFRSJhYWekuNhHGhq4lp8foKK+Hq9IUBDApbgY5fu11wBsRiMhar6+eDxqalD4u3YFCOXnM5fvv2es0lLAx65dRKNHRzNmnz6Ag+BgQMzRo/AvJQVAYzAQzJGcDA8WLdIKHWRlAX4yMgCPZWWAq+Rkxlu9mnWzbx+epPx8znnqKcZ64QWAZHw8z/HECeapQhHV2ktKEsnMPCOFhT4X+hgpj2BxMWFqffrw2R/+0HQtqnVtmUtm6zhLMhqbe4Ms34/WPJ2W1Nbj2pvsba/SgY5O1xdZBlsHBeF3PnKEXa+xEcmRmMiOpYJ1RbTvWyKDgZ2wpATJUFEBkBo1CunxySfsSt7e7D7Tp2NGKitjJ9HzdHTSSSedLokuFhJnGV5m2YBRRQtbNmZsCSwpBTMgANHR2Ij1ffVqrNybNgEu/vjH5ucePoxXZ/hwQEdqqu2Uzb59sbN9/DGKdFoa4WH//a82d0dHxMf48ZRv/uc/UdJjYlDqu3dHnHTsCHhZtAgxVFKiFUaoqSFwobwcD4ufH4p5YSE/DzxAAMLx44TzZWQAqCoqCEmrr8drs3cv9j1HR2x2ZWV816ED13dzwzO0cSNi1sEBb0tKCuOo0tElJeQOdeoEyCsu5ufBB/HKLF3KfNevB1QtXAjYKC/Hq1JUxLXDwynW0LMn4GPfPpEFCzi2sRGvy1138QwbG/HEfP89fDSZOK9nT/i/Zg38njhRC/cLCcGD5OiIKFcFVCsrAVxJSRQQ2LeP5xUerhUW2LSJ9ebrq/XDsRT3mZlaQ9nWyp6rogMihMldLH+ltXdDXbN799Yj5y3nZplfZk0/9pRjPXTtKpEeftOcLosnRiM79MSJmMY2bWK3nDABYHLgALtocDBB0Yqs83MsydGRXSA7G5NWbS07bE4O36vQuPBwpGNcHMfNn8/u0L9/u/mF9XXSnHSe2CY9dO3Kk73x5np5F0wmwmb8/VsPd7uUkDh/f0Jw6uu1EtHh4drnKjxIUceOHSUvD6X7448RHQcPst0/8QQhVWvWAEbi4zkuMBClfuRIxvjySwBLVBSehuRklEtFgYGc260b19i3D8t+eDjBACEhhI+pfjxnziBKTp4U2bMHJXzyZICH2ay1iTtxAtAxfTohUI88grJaWUmYmrMz43brhh3O0RGgEBRE6JynJzkomzbxLBwdEVNbt/J/hw54aSoq+J2R0VEaGrATVlUBdGpq+FH9cbp1Y965uYjXsjK8QkYjoEOBubo6vg8OJuAiLw8RXVPDszt3Dr7Ex2uFU+PiAEt+fgCKFSu4v8ZGgGN8PNcNCEDknjsH3/7yF557fb3WuLWoiOfy7bd4jyIiCPr49FNAWGKiyJNPMsbXXzPPHj0AsRs2AFo/+ACQsGgRQGHLFuYVHNxRhgwBBObkcB0vL1SG4cO1gBBbaz8iAqAbEQEAs/xOnaPSf/39Wy8v3dK70NJx1u+GNV2JELf23qv00DU7J+OPESL/QLpsnmRmYlaKj0d6vP02Eigykt+uruzAdXX43ffsaR3kiGh+9bq6pl6f6mp2Sl9fTFe/+x27aNeuIq++imQcPhyT1VtvNa1vehmkr5PmpPPENul8ufHoenrml1Klra3WZMvu8cqKbfm5JXXoYJTt27Heb9mCDWzkSADF1KmEdC1bhoI+ejTbe2Ym5yoLeHU1ivOAAXg2VCS0qpyVnU3IUkwMCe5r1qBMVldzP1OnIqYKCvBeDB2KQv3229jjVKGAQYPwUn38MUCloQFx9uijzDszE7GiQulmzULUTZqEx6ZTJ+aVm4uCPmIEynpVFffl7Q2w6dED0Hb0KAEMISH8HDhglA4dGKO6GjBxyy0AJQcHxOKhQ+TnLF0KmBFhnp07c19ffcWYqpHo4cMANhHsjiYTf7u7M69t2wB8t9wCb9avJ89J9co5cYJjX31VyycKCwMs1tbShFUVUM3KwmtlMpEDlJEBXwcM4PtBgwAjzz/Pd8uWcX5xMaBw3TqO+/hjnpkqarF8OfesvHnvvWeUujrmtWQJx8ydy/VXr9a8Ji2tfX9/5jRvntb0VkXiq+ai48c3bT56qe9CS8ddjNq72Ii97VU60LkKVFBQINHR0dd6GnZFl80T9UZWV2PO6dULv/PcuUiZXr0IPVNBwq2Fq1mS6qimfosAkE6dYuf+/nvMXL6+SJ+jR9n9Y2MJn3vpvKHBsr7pJZK+TpqTzhPbpPPlxqPr6ZlfiuLUlhLSlkDIUslrqfJUbm6BzJsXLdOnIxZ++UsUTdU3JS0N5XT8eKzrBQUAFqNRm/emTXhQQkJQ7h0dUSpTUxmvpATPigiegH798BIMHoyX4J13CE174QWuM38+AKC+nvAvEUSMszOAqbYWAHD6NIp/aCjX+9OfUPC7dVPABFvb228TLjZgAPa8775j3C+/xEIfEoJdbuBAQMfnn3NNFxfEWFgYHqbZswvk/vujpWNHQIinJ2LPxQUxmpKCov/oo4T+LViAiI2OZlyzGSW/sBCR6+lJVTF3d+5p0SLuydERz0pBAbzdvVsLAzQaCU2LisLzcv/9jF9QwM9f/4p3q7qaMUtLASv5+Xzv7Azve/fm+b3zDp66iAjKVjs7s8b69ePzd96BN08+Sa6MargaHc06mTKFiPh9+xDxs2aJ3HtvgZSWRsugQU29eqtW8XzVWldr31ZlNOv3QkXiNzRolQPb2n9K8a09Sji3dxlqe9urdKCj0/VFllKuVy92rbo6QMjAgQCSmBgkhQItzs5ICVWPsq3k7Y1vXwSTWFUVu96mTUiV5GStm9icOU3rm/7Yg1510kknnVqgS1GcLgaKWgJCrQEkS8By113a55Yt2n7/exRnlfKpep4ocnVFae/bF/Aigk0tNRVl+NZb8X7U1Ijccw9jFxXh2VEFAwYOBLCkp6Msb9tG+NyBA1xv8mRCzjIzEWW5uQCEM2fwPJw4wc++fQC2Pn1QwLOzARgJCYgoBwdETmUlYKGkhDH8/AgBU9XIdu1iPH9/RFh8POcGBZHfk5pKyFdmJt+dPIk4LS4GGEZEcG+jRgG2li0DpEVEoNSXl5Pj4+xMcYCnnwagqHC3Tz5hLIOBwIuzZ7kvBwdCCXftQswqIPf444CTL77Aa6P6fdfWAg6+/lr7v0MHQI/RyNzPnMEWef/9hMa5uXH9Z54h7Cwvj+cXE8M6UKWiVa2hgwd59qtXA2z8/PjfaNQAWnExIEcVGFBrLyEBgLdqFUCqpZ43MTFE4YtoASE/IChEpxZIBzpXgezNjWcP9IN5YjRiVhOhXuU992id3/72N82vLcIu+P337K6XQmFhSCSRpn7y+np86cnJSD4Vw2A0aiYcayncBuCjr5PmpPPENul8ufHIHp95e9hzWgJFauyYGNtAqDWA5O5ubGJ1tzVXVTFLKZrV1XhPiosJFvD2JlBANaNUY4jgwC8rox+OszOK+rZtgKZevfCwdO+O+Jgxg5C56dPxlPTrB9ioq8OzYjQiagYPxgOUns61KysJY0pIAHTFxSHGHBwI72poACQkJOC9iYggX2fbNi1ULS+PEsknTgDIGhsBIo2NnFdQQOjabbdxvTfeAFQcOQI/SksBdO++i8ekooKk/3XrACXu7ij/2dkAgYYGxj5xApCxZw9AIT8fL091NWLY0ZFzExL4e+NGQMHGjQCSyEius2YNHiUXF3KeunRBnC9cyHNQuUY334w35s47eUZlZYCdw4c5Z9kyQNHnnwMuKyvh12uv8fz69aMYQXY2PL/9dgBRt24EbOzdK+LtbWzWBNNWsr/q77RiBeGFrXlnMjO1xqdDhmg5OpfzPtmTbdXe9qoO13oCNwLpzf2aU7vwRNWKzM7WuqxNny7y2GMEDzs7a+YiNzdMYAYDpqW2JMqp2paKnJ2ROP36sdu98QY1Q//8Z3bS1FQkb2qqbR/1vHlNK8FZkb5OmpPOE9uk8+XGI3t85m3Y1tpMKhStuJjfqamMvX9/0+8V2FCW87Q07TNFileW59iaq1I0P/0UMTJgAJ6ArVvpi5OV1XR+ixahHLu6Er186hQK85AhiJp161DOe/YEJHTuTIhWdTV5IiNGEBAwZAjen/nzuc8vvqBhZmkpHplz58i9aWzEq3LLLcztmWcoKnD8OGFjXbtyPytXoozPmoUIVIUXKiu5l4ICAEF9PeOOHIloq6wUmTMnWJYuFfnHP/DAPPgggGvlSkDFkSMc5+CAyFXhdXV1JK4vXcp9xMYiZsvKuMczZ5jDyy/jPQsJAQyNG4eN0MGBPJiEBPg0YgSAwc0N/mZkALBKSgCNGzdynfp6LYywc2dA4vDh3P9nn3HtWbMI6ujRg+dz7hxemMmTEcszZ+LNUa/U669z3po1AOslSwCchw8j2j/9VMRkCr7QbFath+pqxrIEM2lpgLZJk7RnYWudm0ycN3cuP5b20ct5n9rzXfyhZG97lV517SrQkSNHxNfX91pPw66oXXiiSoqkpwM2AgKQIAkJmJLS0zH5DBrE7l5QwHnl5U09Pi2RMj8pamxkdz9+nGtv3qwV/Z89G6m3eTO7eExM05IpbSh/oq+T5qTzxDa1J1/srbKYPZE98cYe3wXrxoY/pKGoqvxUW4sXYvBglF9VWUp9blkZ6quvUM6joggR27qVsKSGhiPi5+fbpJpUQgK/Vd8do5GtPCGBcKk1awg1u/VWqpzV1YksXoySX1amVWiLi+P6zs5cr6KC/JRhwzimsBCH//TphM2lpzMnVbI4NRWxcuQIyv7ddwM8fH1Rjr29tXLKnTqhrKuE/dJSFHqTCeDzhz8AmCoqAA2qUldGBoBR5cbU1WmeiO7d8YDU1ABc/vnPI/LRR77SoQOg6vBhFPHKSsTniBH8XVqK6IyNBSAaDABBlRJbWQlQycsjwCIggHsaPVrrCeTmBkBTzT1dXHhuKoztm28Yd/Ro7nPfPmySJhNzKy3lRwGO48e535tuwltz4ADgRwGJhgZAZ1YW1yosZP7r1xOip8Iau3bFGzZpEnbMtWvxWAUGAo7GjBGJjT0ir7zie2H9bd2K2FfiXlVOCwvjHqZM4X2wrsBmuSaDgrRKcKo/U1uqpLX0Ll7uue1NV2Kv0quu2TmZL1b16wakduGJij+IiUHqWObIVvWmDAAAIABJREFUTJ2qZXx+/TVS5fImym8/P0xLNTXs/h99xI7r70+Wpgi778SJ2i5sacppQ9C6vk6ak84T26Tz5cYje3zmthobXm4IjWUSt2VCdmoqVvM+fVDSq6tRDjMzUejz8/HGeHtr+Tb//Ke5yZiWTUYXLSKcaswYrYFjWhrK9uefk9OxaxfKcUUFx6s2bCYTyf5paSjAPj6MuX07HhuDAQU/MpIgg7AwFHmDAeW6uppQrxMnmGe/fij01dWEuKWlkWQ/cSLK9rlzjOvgQKjX8eMo1mlpWpW1jz5ibqpI6OLFgI3ERI5NTwcAeHvzjNat0/rhnDghYjCYxWxG1BmNHF9crOX8fPopcwgOxhvz2GMAwooKANmaNVy7oQFx2LkzwMPRUeTvf2eu2dnw5NgxQN24ceTLJCfzDD09mUvPntgOly/HVvnAA5TXPnSI59CxI987ObFGdu1i7JQUQJiTE2DGx4d7ffRRwtny8xmvf3+ut3ixlmfz17/icfq//9PW3PTpeI8WLqRgwYwZIgUF5iZFBqqrm65f5VG5/XYtnE2keR6Z5Zq0bFA7atQPKwrQ3gUFfgjZ216lA52rQIZLzQ25AahdeeLv37TaWVoaPu9x45BiO3aI/Pvf7PD19RcvN63I2Zlj6+oANeq8xkYkkIMDu/vs2UicPXvYsV1dCWsbNeqSpL6+TpqTzhPbpPPlxqNr9cxtbWGWnyUkAESUfaelIgEX2wot68yo45csoezvCy+wzStQNWoUn48bRx0YlSL59NNY2p2dDU3GVJSWRu5Er14AkIYGPEW/+AXKa3Aw454+TejV6NEoyjk5HFdYyDY/cCCKu7c3W35pKcq4vz+A7K23yKfZuFHzMjg64pXYsQOR0r8/gOCll/B8LFhATkjPngCgFSsYNyEBcLRnD0p6r14o9Bs3Mt/nngNsbNsGIJk4kapieXlcr7AQ0ZWSwvdKfLm5qaR+g3TrxnwiIgh8WLkScOflBTDZvRtA8Z//wLd+/UReeUUruV1Vxe+NGxGbNTWMn5iIjbGmhnkYDNgdnZwADA88ABhav557zMoCZK1dy/N/6CG8LikpfPb004jaL7/Ek1RXp/Ux6tuXa2/YgDqgin599hnPoHdvnvGvf824Bw7A6zlz8MAdPgzwSEri/tzdAXP//jfj3HabQaqrWZPr1hEeN2+eBo5iYgA5Y8c2BerWeWQ/BJDYUx5Oa2Rv8kkPXbsKZG/hBvZA7cYTW925/P3ZeVXg9YQJmNl27EBytJVUZqVIc3Dk54fkUoG6Bw+yK8bG8rumhpC53buJL4iORjK2Qvo6aU46T2xTe/LFnsKz7I3siTdX+11QW2tubvOmhJbhN1FRWOPVMSpEzDqE5mJNCS2v95e/4LFZvZqt/Lbb2D5VeI7RiOJ75AghXCr0Z8sWkX/+UyQiwlfi4myLhvJyzh0yBLvXunUo4J98wpbt7S1y772Ak5wcFPTUVDw0OTmAEuVB8vTk+r6+eEKiolCmMzLwPuXnM/8BAxAh3t5cY+hQPAkKdNTWAqo2bCBfJD4ehVtdc9cu+HHuHPdcWkpY25gxhF0tWaJ5WLKy8E6pqmwmE2Fb7u6EGZ4+zfW8vBBTGzb4itHIPR09qokyb2/C5o4f5/+qKoCFqlaWkcG9dugAH+vr4aOPD9d7+22CIETgv9HIMSUlXOPQIfian8+zra3ld1ISwOXwYcIB6+oQsaNH4wHy9SVC3GRivLo6wtB69ACwxsfD46VLCXXcuRNAXFbGsxw6lHkOGQKomzCBHKk33mD9xMeznuLj8cjt3Qt4zsjwlRUrALCTJsEDte5EACDvvw8QHTqUe7ZsiGupqpw9i4dq8GBAc2Ji83AzW6rNlWjseSXoSuxVPyR0TQc6V4EKCwvFw8PjWk/DrqjdeGLrzXdywjSVkkJsQkYGZqAOHdgx25KfczFSAcD9+yM5a2u1oPJvv2V3DAoCEKm8nYsAHX2dNCedJ7apPfliT8q8vZE98eZqvwtqa1XbmiVwsc4HsPy/pY7uF8shsLyenx8eismTsb4nJTVVHENDyZUJDMSb0a0bn0dEoICOHFkoK1Z4yMKFfOfvz/hBQWzVW7YAZD77DEX5Jz/BE3P4MKFgSUlUVMvM5Jg77iDhXZWHrqxki09NRbzcdhsel7NnmUNMDHPfsEETN0lJgKHvvwdwnDwJ2DGZsI/dey/K8pYtACNPT8TVgQP8toyizssDXH77Lfa20lKASUEBoMTPj/ssKWGs3/wGb8f69Vo+ibs79zVjRqE0NHjIgQMo9qWlXDsujmtHRXH9ykp+nJ0BW4WFAJr+/blvFxetIlxwMMAoNxex6+iIl+Sxx/DYlJbCl+JircR0jx4AivBwkT/+URPn8+dTKKCuDhBx7hzz2b8fMPnUU3x28iSelKFDRT78EODi6cn1TSYKBIwbxxxfeon5/ec/8PDQITxHKvL85Eme18CB3MPXX4vcfXeh1NR4yE9/yvU++EBbd5eyvqOiuJ85c1gHkydzb20BNfaUh9MaXYm9Ss/RsXMyWZeE0an9eGKrxqjJBMA5coTdQAVgP/ggu+sHHyDlVLezrl3ZtWtrL+3ajY2YxwIDtR1y4UJ29WnTNH+4qlF6EdLXSXPSeWKbdL7ceHS1n7l1foslWYfftCUcx7JKmmUxSsv8GXW9pCQt/KelMLekJK2BZFkZ276KYt63z3ShIahlNauZMzl/7lzOVePcfDOgZvFiPgsN5ffvfodiOXIk4VJxcXg4DAYUaIMBkHLbbYybmQlQCgnBvnX2LKBj0CAtOT8sTCubXFtL+eOUFLwKffvi/C8sFHnzTRTtnj21cs+OjgAZBZ4qKvCqjBhBqFhhIXwYPpzjN2wA3ISFMSdfX+xz992nFVLw8DBJbi5hZCkpgI+GBsBIcjLjl5QAaE6d4pyEBEL7Bg0CCDQ2Aqi2buWamzZxv25uKPHl5YS1qcptqsWdAm9xcSj+NTUAkn79+Hn+eYBAbi6i9dgxDYi5u2v5Obt3A4jVupoyheutX48nKCeH5zBmDGDp6FGtLPiePSI//amWI/XrX2ultkeNIncnNFSkf3+TbN6M+pCRAWhT12sppMw6xFOt75gYbZ7qPWgtl+dS3jNLulahbvYmn/Ty0jpd36TefMu3WNV3vOkmvCg/+xkmoh49MFHdfTcSzN9f6852OV6exkZ2zGPHkLRLlwJ8Kiv5ftcudur09Pa5V5100ukH05dffikxMTESHR0tr7zyyrWejt2Sra21LWRdBtqS0tJEXnyRsB1VPlqVw7W8nqVCZ2us4mK29LlzqYT28svaOMrZPmYMtibLXjwiAAgR8n2mTMFyvn8/xwwbhtfn0CHtuCeeAOSo4JfOnUlWnzgRwJCfT9je228TTvb73+Md2L0b5TohAWV88WKU96gowruMRgofPPQQoVAlJSjhb73FHKqr8e5kZiK64uIQWWfOoKCLABjc3UneX7CAv1U4XlERQMzBgep0H33EvfzlL9yn6oXt7EyIXGEhXqXJk/msuprxVA+f4GC8SNHRABeVr9TQwNxra5l/x4783HQT5zY0UK7a2RkvWGmpVifI0RGwlJcHj/v3Z87ffINIdXCAZyNHApoyM7mvdesAUipNtqEBL4vKTcrMpB5ReDheq6FDKczq6ooKsGkTYZEBAQC85GQtCn3yZK6lyN8fjxhgB/CUn68VcVXr2lZpZ8v1LqKtbwXIVe8dld+jAJD1+2BNrb1j1te3l5LT15J0j85VoNDQ0Gs9BbujK8qThATyYmJi2PFUeZO77sLElpWF39rbG6lQUYHfXbVbvlQ6dw5g5eGhZWV+8AGS4ORJJJyzs+2i+hakr5PmpPPENul8uTxqaGiQp556StavXy+hoaGSmJgoEyZMkJ49e17rqV2Urpdn3lIxAhG24vHjUTKfeablhp8XG2vZMrbV++4D0Li6NvUSvfFG6IUeOCkpTfs2u7qi0L7+Os788nL+z8zEAT90KN6DsjJt21Y5LenpnH/sGMr4XXehuH/5JeBr+XIAz+bNKOT9+2telspKjisv16qNnTzJ/ZWVIYZOnybJfe9eTRQ1NhLu1qULIuvkScSIkxPg4/hxreDAmTN4O/z8GKOxkXF69eK8yEjuYc8ezsvLE8nICJWgIK2E9cCBAJWaGgCMqsB2/DhjpafDj8ZG7r2qCsBx4ADiVbWrU3O5/XauvWmTJnLLyri3uDhCz155hSIQzz9PeNmGDXiIBg8GYOzdC/+7dGGO9fVc+9FH8Xjt3g1vV6zQSl4/9xwA+P33AYwi3PfEiQCZyZMBUSKA2uxs1tVzz2ldKiwpICBUkpMBaYWFPJNFi1gftoCK9XpXYXW2SOWjibTce8fSM9NaP3L1Dlh7ka4m2dtepQOdq0Amk0lcXV2v9TTsiq44T1QQr2Vb6/BwpIkKko2MxBcfFoZ55nJAjosLEqG2FlNfaSm7fp8+SMOOHbnOihWt73SirxNbpPPENul8uTzauXOnREdHS+T5fLmpU6fKypUrrwugc70889aUK6MRRc6yKlVrIT/KE2MdmRweji1r2jTNKq4oJkZk1CiT5OW5SnQ0CrM6X1nJ8/JQwr/5hhA0EZTvW2/FK7NuHeFgSUmEMm3cCKD6+mtES14eHoOAAEDF7bcDCIYO1coOGwxY/n/+c0KvliwhxK1bN8RQaioKvasrc+jQAYBUWMj1RPisTx8+i45GbIkgYpydETEeHhq48PFBSd+2jTC1zp1Jtp8+nTG/+07k1Vfx1Cjq1cskubmu4ugICNuyhevGxsKj+no+79oVMefgwO/wcO7ZyQkw0rMnoWvBwYSKpaczHw8Prms0Mt977mFMVSa6c2fCxES41+pq5p6bS7lvEcatqmIsLy+eZ2kpIXoff6x5nzp14vr798PXrCx41rcvoGnPHsTxQw/hzTMatfLl6rmpMunWlJVlkrffdr2wHt95B7DdvTvnqJLSluvRcr2rstSW9le1/mNiAHirVtlWE6yBTUv9yJXX0vLYa1Fy2t72Kh3oXAUqKSnRq0dZ0RXlSVqa1lBh3jze9KQkfMXvvYdpavhwdn6V2Xip+TmKPD0x3ZnNSD8RpNiRI0i08ePJdrzjDtv9dSzoAk+ulxqSV4H0d8c26Xy5PDp+/LiEhYVd+D80NFR27NhxDWfUdrpenvml5BG05LFpzSuUlibyr3+hGNraHjMzRSIiSuThh30lObk5gEpNRYFOScEjNGEC3ymRMWUKIVWHDxMO9v77fN6liwZS3N1R7F97DREQG4sTv2NHihU88gigKSOD4x5+GIU4Ohql+NlnERkjRqCMFxaiyHfqBCjw90ehLy/HLvf991xzyhS8PrGxeFuOHOEaISH8P3UqYy9dyuepqYCJf/0LvkRFAVTGjgXYffGFyN13l8jq1b4yejTH1dXhrTlyhOt7euKpOXaMOdTVMcY99yA2+/ZFjN58M8p/ZiaisEcPeL95M8/w1lsJnwsMZH4+PgBVlb6amop4/s9/uF5QEGm1M2bw3FavBoCWlxPuNmYMnpzNmxGvU6fCWxFAjaretnUrHqWCAi0nZskSDaC8+SY8S0rC42QN0E0mwJKXV4kMGuR7wRsVH6+FELbk0RHR3oeUFNbYlCmal1FEyx3r3h1vni0DgTWwsX7HrL+/Fl4cS7K3vUoHOjr9+CghgeBt9bcIO8OUKVqAbq9eBGc3NCBxamuRbpeaq1NU1PR/FTR85gy7a8eOSJeKCoKjJ03CxCPSMphpTcrrpJNOl022GtlZ93xYsGCBLFiwQERETp06JdnZ2SIi4ufnJy4uLlJYWCgiIm5ubhIYGChHzjcj7tChg0RGRkpBQYFUnzcPh4WFSUVFhZSeL2vfqVMncXR0lBPnO0a6u7tLp06dJCcnR0REHB0dpWvXrpKfny8155uUhIeHy9mzZ6Wmpkays7MlICBADAaDnDp1SkREPD09xdfXV3Jzc0VExMnJSbp06SLHjh2TuvNZ3127dpWSkhI5d+6ciIh07txZzGaznD59WkREvLy8xMvLS/LOG2tcXFwkLCxMcnNzpf78nhgRESFFRUVScT65IygoSOrr66Xo/B7o4+Mj7u7ukp+fLyIirq6uEhoaKkePHpXa2kYpLRWJjo6SvLyTUl5eKVlZIj16BMvzz9eIt/cZyc6mLK3RaJROnQrkT38S8fExikiwHDlyRMxmsxgMBklIiJJf/apQGhpMkpUlEhsbKiaTSUrO1zKOjvaTEycaJTIyWwoKRMrL3SQ8PFCOHz8iZrNIWVkHWb8+Uv797wLp2bNaHB1FOnUKk7lzK8RgKBU3N5GGhk6SluYo999/Qm79f/bOPS7qOvv/Z7iOAwoo4A1QEcU7YpiiaSmpmbfS2FQqa1ttt1J/bW1tbaVuVuu3bVtrq12tTF1bd03LvJumqYi3vN8FhEBUQC4iw3Cd3x9P332GcVCUEUaY83jwAGY+n/fnffu8z3m9X+ec9zCR/Hxv8fQMEE/Ps6LTiZhMbqLXt5UpU9LExaVYmjYVad06RHx88uWll/LFw0MkICBQoqJ00qrVRcnOFvH1bSJz5jSVGTNSZPZskeRkdyksbCPPPpsqRmOpmM0in33WViZNypHo6MtSWCjyn/80l9atzbJoUaa4uIjs2+cjBw/6yK9/zThduOApy5cHyzPPpEijRmUSGCii17eTzp2zJCzsigwfLvLPf7aUJk3KZMqULPH3FwkJ8ZOwMG/p1ClNpk4Vady4RPbuFXn66WQZNKhCcnJEHn+8vXzwwQXp1q1QcnNF3nijlXTqVCyPPnpJKipEvvuuqZSXG2TIkHQxGESOHDHICy+0kqlTk+S++8wyZYpOnnmmvUyfniFPPGEUvV4kLS1IRo0yysCBORIZKbJtWzOJjvaUU6cypLBQZNcuL1m8uIXMns04NWrkIj16hMqZM+kyfLhJ7r9f5K23giUi4ooMGZIrBoNIWFiAPPecm9x//3lp2lQkNdVbPvkkQF599aycOiVSUeEmOTlt5be/TRMvr+KrLFuI3H9/vjRqlC++viJxcYHSsqVOTp++KAEBIufONZEvv2wqcXEp4uEhUlDgLq+80kbmzy+RLl1YCw4ebCudOuXIP/5xWQwGkaSk5nL2rFnS0zMlL4/3ydPTR5KTfxaDQaRRI08RCZapU1MkLKxM7r1XJCysneTlZcmf/3xFzGaRBQtaymOPlUlGhvY+ubl5y9mzaWIwiLRpoxeDgfep4uqxF+3bt5cLFy5IYWGhNG8uItJKiouLpXnzS5KRob1P6VcDigwGg7RqVfl9at++vWRkZPySQCAoqPL7dCvrXkVFhVy6dMku615+fr7UVHR1dYJpVFSUed++fXXy7NqW3Nxc8VPRd04RkdvYJ9ZsiOX/KqVKQQH8/rZtbKMkJMDBBwVp6XvU+Tm3KjodP40b87yAAO30tPfeY+vICsz80idORucXcb47tsWe/RIVFSUNZS1OSEiQmTNnyoYNG0RE5N133xURkVdffdXm9Y7UN3fyuzB3LsH8r72mxUVYehVfTyzd2KxdfqpaIi9ezJXERD8xmVhu/fxgPF5+mXiPhQtZfgcN0sqZP58MW/7+uFONH49KSE+HeViyhDbExhJb8vDDJEL47DMC71eswPUqJ4c63XMPrMOgQZT9+uuap3PLlrh+ffwx9Y2Lo20zZ7LfpkIckpNhHd57D0eEnj1hjIqKtKxvrVqJPPMMrNCuXfTvhg3st0VEwOxkZdGPrq7c4+1N/1+4IHLffbny4Yd+0rgxe3I//cQ1Q4bAap07x/5f+/bsCQYGihw8iGozGKjvuXO0KyoK1XbpEsxUo0a42D30EOzVG29Q1vnz/L7nHvrr8mVUcEwM7n4uLpTfsyfugs2bs0c5YQKxTq1awcplZvJcoxFGRSV0iI+nrbNmwZitXMn36hDR48cZr/HjYVdiYojPmTULF7QPPyT+6vPPKXvGDJGSkly5cMFPnnySsqrKrqY+j4+vOo7mRjE4SuLjSWYwatQNQ3wdymy4HWuVTqczms1mrxtfea04GZ1aEE9Pz7qugsPJbesTazbE8v/ISLTNmjWsbkVFfN+uHW5l6emssCrlTE3EbKYcFxftVLi9e1mlDx5E00yaVMmd7Zc+qcnRyfVMnO+ObXH2y61J79695cyZM3L27Flp3bq1LF26VL766qu6rla1pLbG3JbBdKtGlLovKIhQSBHNVai6RptawocPxwi1jj1Q7mgiGng6e9ZT5swBAPj5EQszaZLmJrVyJQDCUj2EhQE+JkzA9clkItuW0Qjh/+ijLOkhIRjCu3YBIF5+GQO7ogIjvUkTXKvi47XDLq9cwTjv14/71Xk5n3wCcDhyBHARH49hrtdrh2ZmZBBKWlGBS9jzz4t8/TXqSzkgnDtHfdT5OllZqJhmzVA9RiPlm82Uk5dHJjZcvTx/+UyFlZaWUiezGbB08CBxN35+1Gv0aFzGmjdnXFNSaEdKCiDHbAZohIQA4LZupVx/f8BeejoAad8++nTIEADW2LGk3t64EZCzbh31T0/XEjps3069o6JQ5d7ezIWLFwF506YxV5QKj41lP1PJ++/TBhHGvFu3yskfpk2jP7OytGxlp06J+Pl5SkKCyP332w78t5V4w5a7mcqYZvkuVaXyb5TMwNZ74giOII6mn5zppWtBFOXnFE1uW59Yry6RkZUjDX19WRF0OpygMzNxgG7ShO/xS7BPXdzcWJnbtMGhvHFjtv62byeSdvNmtP7V1dQ5T64VZ5/YFme/3Jq4ubnJP/7xDxk2bJh07txZfvWrX0nXrl3rulrVktoac1spaW81Ta26z9eXtMlPPVV5ebaVJtdohHF55x3NiHvlFeJKhg/HsLa8R4Vkzpih1a9p04xfYiCSkkjj/Mc/YlBGRMCgRERoZYeHYzyrA0ujo/nfaAQ4LFgAiPnd72BoOnUiy1fHjvw8/jhswDPPwFqVlQEa5s3jnsWLidVRsTaJiZS/fDkHklZUAITOnAEU6fUY8QYDGcL8/Lhv8mRYn48+Qp20aIGaWb6cWJyiIgxiLy8cCdavpwxvb8agWTOYlYAAgER5uchrr2VIkyaowJ49qcfgwagto5HPHntMi9VZtw7gc+EC4GrfPoBNZiaAr7wcNVpSAkAoL6f+W7cSS/TIIzA5ej31zc8nnbdeD6g7coS2nDunZaNzcQEkJiVxT2ws86FVK/rk4Ydp208/0W8q3mbuXOqgYnFEAA6HD5NcoXt3vtu0CXAQEQE4+/xzxjM8HHOga1eR8eMzZMgQQPsrrwCur/deWKaHtpznN/MuqWQGr71mO+bGsqy6yrBmSxxNPzmBjlPql9hKPn/6NNs4ajWYPZvIyNRUNEJcnMgLL7C1dCuZ16oSb280gKcnq9yVK6SiUcc8t26tgTAHO2DLKU6pr/Lggw/K6dOnJSkpSf70pz/VdXUcTmwZTLdiRKlzSaZPx/Ds358dfbX7rJgYZTQqUcegjRyJoamW7bQ0jOxvvsED+eOP2SsKDiZl8JgxXG808qPqajLhQqayYR06hBva7t1a2adOaSmGZ8ygPtHRGNEtW6IigoO5ZssWGBvicvjszBmW+23bqN9XX7HHVV6Oa1VWFiGhmZkY8oWFPDczkzqUl2sJQK9cQTWVl2PoT5kCmxQUBAD87DNYjowM1InRiNvXmTMAmOBg7fyasjLAYVAQqs7FBRDh4wMw0Om4rqQExiU1lfIOHgQMtG+P+1znzlxbWgqwsrRjL1yg381mvjebAVuNGwPgzGYASno6bM0779AfffrA+gQE8P2FC/S/COpbJUI0GgE3CQkwPYrhCQsje1qXLqSn3rQJcPPhh8wNlbEvOBgwNn48zE1gIPesW4dZEBwM4DlyhLkRH89z+/fX5sXQoYCqjz7iGTf7XtQEkFzvPB3rQ31v5dyrhiBOoFML4uV1S26F9VpqrU8OHJBKR2QbDDjkvvgiYKdtW3js4mIthYq95OJFVv7Tp9kWLC5mW6xFC3h35TL3+usi8+eLV0UF257Z2fatxx0sznfHtjj7peFJbY25LYPJYKgMUKojBw5gJOr1157nbGtHW+16h4dDeE+ahKFpbSCGhQEUvviC/alvvsEVbeVKDNWFC0V27PCSN99kefXywoC2rHd5OUazNWukYjhMJj5XKZZ79iRT2Kuvcu7L2bMAg8JCDOVt22ABmjThWV5efN+3LwCsuBhVcPkyLEtODoZz06awHT4+ZDFr3hxw4+5OHYKCcAdLSAAIZGQA8v7yF+3Ittxc7nd1BXidPo1h3rUrn5eVUXaXLriV/fgjAEuloE5N9RI/PwBMhw6UU1bG79JSylHppDt3Bri4uPB527awdOPGUWdPT1Tb88+L/POfgBl3d+pZUsJcUO5zwcGALbUXqFJuDxtGP2Zk4Irm60uZZWW0JywMIPnJJwBWkwlG7aWXAE3p6cyBU6eYx2vWMM6rVnGuzqxZ1LtZM563Zg0xOw89RD0t56aaF336iHh4eInBAACeM4ffRiOA8EbvxO0CJI4KbhxNPzljdGpBWrRoUddVcDiptT6JjNR4X8vkBIpFGTyYKMTz51nVRbRoTXXEtsqkdquiDkkoKcF3oWlTto9ef52DFQoKRJYulRbp6STmF8HfwSnOd6cKcfZL/ZWq4mHqesxvNgagqp1rS3ex3btxQ4qIsF2+LQMxO5uDIq9cYQ8rKIgyFEhZtUrE17eFbNqEMf3EE1wXFkYMy4gRfKaSB/j7Yxirc1V8fVEPc+awJ6aAkjqBoKICtyoR0iVfugRYKSvju8hI1EViIiBl0iRASaNGPNPNDfexkBCAibc3AC0sjHuaNaNehYW09ccfUUH+/gAmsxk1EhwMy1VSwo9OBxMTHU046M8/U6eFC2mTXk/92rfn8379lHteC9HrUYH792vn5JSW0q4dO3ifJUZIAAAgAElEQVTupEkAgsRELc6nVy/GRAGc+HiYpbfeYowKC/m8uBi3siZNqOfAgfxfXs41Crx27Kiljj5+HGampAR3wVGj+HvDBi3eas8eWL0DB7hn/Xrq06sXZySFh2sppQcP1hJhPPqo9reK11Hjb3n4rGVq6FmzWsiMGcwJNQ+nTuUA06QkkT//uWrA0dDCbut6rbIW15kzZ9bJg+fNmzdzypQpdfLs2pakpCSHyinuCFJrfeLujkZR20p79qDBevZk++yRR9AW+/djYTRtyqpcUYE2cHe/+ZTT1qK2sJSfQFER2tnDg621u+8WCQqSpKeflqahodqK6xTnu1OF2LNf5s2bJw1lLb5ZqYu+UUtU+/YsXUrq+l3w96dOyp3M319bVm2JWnpLS2E8zp6FzDYYtID8GTO0mIyBA2FQIiO1cq2Xb6ORc22WLoWlGD0a4PCf/xD3IYIBO2RIkrRt21Ti4kh22aEDbl5vvQWIeeYZluWdOwEEH36IS5NKFtCiBSCkSROYl7VrKaN/f1zZTp8macEjj+Cm1aULBn6HDpSZmAi7kJcHe7N3L+3q2ZMlPz8ftRMdzbVDhvB7zRr2xFQChNRU2ldeTl3y8lAl/fqJ/P3vAMXsbO7x8oJxMRoJ6r94EfAiwhg0b85z3dxwK/P1JXPZlClJ8r//NZWCAlRfQAB19vJirNq2pZySEmJpFKDLzaXO27ZxJF1EBM80mwF//v6McUoKQKhHD36OHAF0tGxJGYGBsDCtWqGGf/wRUBMcTPtGjxb57W+pt58foOeJJzSAsnYtIOniRcBRQQHjs2EDY/Lgg5zxYzCQsW7jRi0mq3dvmJ8vv6Sd2dnXJuHYswdQfc89SeLm1lSunjUsCxfCKkZE4IoXHl75fbWXqDrc6H2z9701kduxVs2aNat05syZ79zKvU7XNac0LFFbhOoo4x9+YDVWLmVvv42vgTp5rEMHtuLsIYoVUgkPBg+Gp1++nFXz8mU0ga3ck9YRu05xilPqpThSULGlqF1pS3ey6oitZAEi2nFn48fDwihXo+vt8Rw4gNvS1eN/fumj6dP5/be/EUOTlcU+ksGg1TsuDhenI0d41qRJIs8+i/E8bRpGqlpijUYtzXC3brg1bdqEO9WmTZQZEABYePRRAIjZjKE9cCDP8/NDdaSnA0D27GHJV65eY8cCfFQq5s2biRXx96eeU6YAAnr31jKb6XR8NnIk91w9ykTc3QEpp09z3YkTsE4eHpq7WGoq999/P3VMSqJt5eUADhEA0ZkzAKHevVGJR49qSQgU2G3aVPsRAWT8+CPtGjaMz5KSUHO+vgA5y2SmKqaof39AysCBPDMigr48fpy/n3ySlNRpacyfd9/VXCFVoP677wI6L1wA1MycCevSrx91XrKEZyYk4DAxdCj/W7tEqs8SEionDnjnHQBdq1Za1j4R9iNnzQLsvPnm9RNs1ERuNRFITe+tT+J0XasFcXFx4klrqbM+sczxqNezDdOxY+VMa9HRpJMxGuHUk5O172rixubmpkVqJiay5aTO7tHrxaWkROSDD9Daij83GBwrb2Qti/PdsS3Ofqm/UpWbi6OMeXWAmKX7na3zm0W0cMnoaNybwsOvTbtr69kTJ8Lo6PUYpTNmUH50NEbskiUiw4a5yKpVLLUqtigyEvciS7fAn38mjigmhmf7+tL3y5ZhFD/xBOVGRGC4r14NYEhLA7g0aoQR/7//8ayLF8kuprKEnTvH/lVpKdf++9+ALBHUwYABgLbz53FZe/BBWJZjx3Bnu3IFxkREO9vax4dQzvbtNTakooL+uHoerKxercXwKCkpAWyotM4lJSr2xUUCAgBmp0/zfdeuuKyVlPCMgADA0J49MCYjRgBCkpNhvnbsAAB++y17huXlfDdxIvuG3bsT+L9uHczSoEEa25WVRT28vXlGTg4M2alTXK9SQ7/wAm0ND9fmmGUSiwsXAD5nzlCPkSNhpXx8GFtLFR8RoblPWqaKFgHYbdyoebyPHAkQv/del0rz0t9f8zC3ZHKs1fX1jvarjuNGTTY+amPTxFZ7HGWtUuJ0XasFuVMPebudUud9onwiDAaR0FAAx7ZtbAn++CO8emYmq3pODppLpGYHiSpNdekSq25JCat7YKBIbq74tWrFauHlhfZVvisGA9cOHNjgXNrqfJ44qNizX5yua1WLI/WNo7wL1u5k1qLSQ3/2GYR4+/YssaGhtu9R5SkD0dplT5W5Zw/L8l13ASp698bw3boVMJKXh1vVmjUiffv6yahRGLJffVW5Lsqdbs8eDGyTCaP8oYcImSwtxeDu2BGv4saNMdIPHsRob90aUJKRATNhNlM/d3eed/YsDEijRhjdLi64boWE4NZWVoYhn51N+aGhAJRnnxX5zW+oy4IFqJ/SUvbWIiNhbFxcuC8nB+BVWAgwUa5pCuiEhnKNEjc3TXUVFcFu+fvD/JSV+cmLL8KKKJe8N96g7snJsDrJyVpSgHPnMOCjogB4MTG058oVAIVi00wmMr61b4972Vdf0ZaYGFin9ev5vlkz+u7f/+bzKVMArOfO0Y4FC3B6aNeOcs6cwT3x6FFShq9aBTN17hyf795N/dLTaY+XFwe29u5N+1evhtkaMYIy1Jxr2RIHj1WrcJd74AHUbdeuzJ1u3fzE3b2yO5ilW2aTJtrBtpYumHv2wAoVFVHW9eb5rbxvt+ve6ootV9vbsVbVxHXNyejUgqSnp0uQOurYKSLigH2icpq2a8dWktkMCFF5NGsCcKylogKN1b07K39EhEhBgaT36SNB//gH3P/06do2jNra6tFDy5HaQMTh5omDiLNfGp7cKWNuneiyulLV7rMCTqtXs8vev7/G0kREYGRduMDuelQUhrafX7r07x8k8fHcN2wYhnd2NsupyQR4GTUKY/nUKW1332QS+de/MML/+lfYlsxM3Mk8PDCkCwowcr28YF98fKjXvn24c40bBzA4c4Y2uLoCSoYN4xk7d/LZggW4sv3udxjWS5Zo5+YUFlJumzYYkWFhgLqWLTGsS0r4vnt3QFhFBfXr0IGYlMJCjP/mzdlb0+kABApcrVsHoGvfPl2OHw8SDw9icCIjAQlPPknb1L39+9Oe4cOph4rpef996jJsGMxPQQGgYu9e+vvll7mvtJQsdNu2wYr5+FDOzp18V1ysxUgdOiTyf//Hs/fvpw2nT9MPixfjytetG+5/K1bgAti3L2BXBMAUH88z3N1pz+7dGOW5uTCCikUcPlwb+9WrAbyTJl17mOepU+kyf36Q9OpFxrdZs2DRZszgurg4TIhRoyrfb8kKKYbREV1Tb1VstcfR1ion0KkFMdnrAMp6JA7XJ5GR5DQNDkYTXLmCX8OaNWhOJS4uNQc9np6svupAhWPHRPR6MXl7oy02bmQVtlwp69PKeBPicPPEQcTZLw1P7pQxt050eSOxdH2xPjleBJCzcqV22r3loYvKPWjuXIzZvn0JKg8IMP1yjs/vf085c+dSxrp17CMNG0YQek4Oe1p5eQCc6dM1t6blywFBd90FyzB7NmWWlvITG8t9Z89i4Ddvzv3Nm+McMG4csTcDBwJk9HruX7tWc2NavJj4j1OnAD7e3oCd0aO5bt8+zU2urIyfJk24f8gQ4lnGjWMPLCMDj+j586mfckTo2BGwoViOli357vBhkebNTfLGGxjn/fvzzO+/B4A9/jgxKFFRWmKB8+dRW0lJmiq86y7qe+YM7WnblmeFhuLmd/CgFg/UrBl97uGBy5uLC8Ds++9JeX38OCCiUyfGJzqae5YtE/nDH4jB8fHBlW3GDMBoeDggUbXbZCJ2SrnNRUbC4Bw5Ql08PFD1y5ZVBiCvvVbZnc1y/p4/b5KPPqKdSsLDeYYI5YsAlnr00NxPVSxRjx5Vl23rfQgPZ05U9z26FblZNzpbYsvV1tHWKifQcYpTRCq/rf36oemKilhtTSa0mAhMj5cXK/2titHIFpmPD6utmxugKjMTDaZOyrNVN6c4xSlOcQCpykiq7nJlmel/7lwNtFjG3YgQKzN+PIayOpcnMhJAkZfHXlRAAEb5s8/CIjRuXLmciAhAzogRWsxHWBhL/Pz53PPEE2RjE9Ha9OKLGJtjx1LPkSP5vnVrwEdAAIZ5hw4YzSUlMDW/+Q0Ay2TCmD96FLeqdesAY0ePwhykpACATCaAgQr/dHWFvfD11c7gUa5rBQVknOvQAeN5+3bKNZt5rqcnf4ugqsrLASdubqizn34CPGVl4cDg4sLvDz/kPg8PXOCUc0FeHqyKiBbj07Mn5ej19MHZsyJffw2QqKgA3P38M7l9HnkEVur//T/28NaupV7PPEN90tPxHD9yhP5Vbm8DB5JY4qGHAG8xMYCXkBAN2CrXut27ObensJCxOXyYMe3Tp3IsjTp0VgRAaX3EXv/+gGzrGJuEBObUb3+rzTHFKq5cSXn9+mmAxnpP0lbZlrFjts6ZUqD8dobmNpTwX2eMTi2Il5eXuLk5MaWlOFSfWOdgNBjQDm5uOO327s0KqsCNcpxW2uRWpaQErZWbK2I2i9eePeKWnY2W6NRJ08gNWBxqnjiQ2LNfHCkOxdGkJn1j79SudfUuVNUOS998f//KKaSr096NG9mV79sXY1/FNJw9i0vToEFc9+OPGLjR0TxLGYbnzwNk1q4FTOTkwCy4uYm0bOklW7a4/ZLKOD8fdqB7d75//33SUffti9tbfj5Lcbt2MEgqnmLGDPLS7N2LkXr8OHEtYWEYyYcPQ/4/9hiJCAoK+P/AAQzVDh2o54QJ7Gl9/TXG929+Q30XLaItX3+Nu1piIgkKdDrATPv2uHkFBWlll5Vh4B87Bsj56SdAkNEIaLl8WctKFx6OmsrK0kJCi4txCSst5TmJiV5y+rTbL2da9+nD/bm5GO29egEQios1YHLvvYDHn3+m3r17w/Bs3aqxNuXlXLNnDyDF3Z1xiowEyJw7x2erVzNGQ4cCqpYtA+CoOKcJE6jP4cPc26KFlqA0PBzQ4+tLn5eXa2xbUhLMlYrNEWGehoUxtwYPJrZIxeJYXmOZRj0lRWUM9JLJk90kPJw507IlP2FhWja24GDurWr+q7IVyLEVq6OusZVu3d5rimV97BnHczvWqprE6DiBTi1Ifn6+GBpYEPmNxCH6RK0aKSloPrXibNnCCtSyJdorK4tV38VF23Lz9LTP+TpmM6t0RYXkjx4thuxstrby88kDWtd9VMfiEPPEAcWe/eIEOlVLTfqmqvNwblXq6l2oqh3WRtuf/oSh262b7fZaG2nr1uE21KsXLmAqQUDXrqRjFsHAz8zEME1Orrz7rYzW++4DtAQHQ4i//76Im1u+LF9ukO7dAS39+gFywsMxsHv2BPAkJnIGT2wsO/WDB2sxQadP48W8axfMRWmpBpo6d8aQjoykjNRUgIevL/Vp1gxj/PBhmIZevUiIsHMnP2PGwJIcOkRbjh/nnvvv50fF2ShQs2sX31+5ghoqLEQl6XQ8p2dP6rJlC/1lNhMr9MEH9FHnztybmclvV1eeW1goEhmZL/Hxhl8O87z7btrTsiUgrW9f1N7Jk/SB2QzY8fGhD6KiYL0uXKA8dZhodDSq9dw5vjtzhu9ffBFGa9s23MiKimhrRgag5+GHaeOiRfRLTg4MVGkp82DbNpVZj74fOJB8PkOGwEq4uRFf1K8fbmZHj2pzzt0doJSdzRxt2fLaM6Gsk2P07ctz+/fPl5ISg6SnEz9UVES/h4djIliaEFWJZXIAa5BhmXCjfXvtvKmqNhfssabcrmQFt2OtcgIdB5eMjAznoYdW4hB9olaNvn3RTmrFWbeO/JS5ufg6REezCg8ezNaWwcAqr9zZaiomk0h5uWT88Y/SdN48uPvk5Gu3o+rq9K86FIeYJw4o9uwXJ9CpWmrSN/beLa3Nd8FyqVGGl3U7rI02tVPeu7ft9lobaa1awTI8+STLqfq+UyeNdUlNJeajrIy0y5YGXmkpBmtEBIzLypUY/RERIqGhGXLyZFPZupW0xyEhuJ8dOEC5gYFk+Ro4EADxwgsaiDp5EiP70CG+f+45jPuDBynj6acBI127YrzHxwMIBg/G6P/xR5iWhASM6tRUmIMpU7i2oIDPFUPRrBnG+JUrqJedOwEsRUVk61LgxGgEyBUUcI+KRQkM5O8hQwCGSUmwL0VF7NOlp1OvrVthcsLCKDMvj3F74YUM2bmzqXh60qbwcJ5/6RIA58gR+n/MGNTkkSOUm5/P/+PGwSo1bQqgUerxtddIl92sGW6Fnp6MV+vWPPfoUfq1sJD/1eGgv/41Y7BtGwyUOmvonnto57p19PXKlVpM0/LltD8jg0QB99xDOcuWiXz+OcDRYMBNcdcuLaHBDz9o31sDB/X+qnOMsrIyZM6cpr/EDK1apd13K+96VWeZXw/E3C4Gxt5ivVbZw3RxZl1zilNuRSyD/C13H+Li+F1Swor/4otovP370ZSZmWxT2VNU1GhBASt2mzZsI86dS30MhmtTDznFKU5xWKnL0LqaBhlb+u5XJweKOhPnemKdUyUtDdYkLQ3DzvJ7oxHXr8GDMTKDgrTsWCpRgWUsw8qVGOMLF8Is+flh8BcV4Qo2eDD3BQdXjtU5ehTWIC0NI0zFXMB0aGmYO3SA7cjNBYioEMp9+wA9SUk8Z+tW/lcJCERY0pcv5/8WLTDi9+wBaJSUYJCnp/PdgQMYgufPs9RfuAAwEIEpu3iR57zwAkH4BQUwSS4uGP09e1JPEdTHuXMikyfzHBG+y8rit06nxejodJq7mq8vgKq0lGempeFG99RTgJFhw0gNXVysuaV5eVG33r1xNSsuxhXN319LyDBvHgBkxQrq07MnINBo5LqxY9lTNBj4LjSU+sXHU499+1DBTzwB8Pv+e+rp50d//fwz7M+4cYxvQgJ9EhVFXy9ZQrxWq1aAVxEtS5qtTH/qjB6jEcDUpg0gMS+P+frii9p99njXq5Nz6E4N163rWCAno1ML4urqKnq9vq6r4VDiEH1ii7c1GtF+I0bA4QcHa98tXowDc0QE23Ei2kltdnBjcy0uFv25c2yVJSXBKn3/PU7hqankxHz4YbZNrfn2eioOMU8cUOzZL05Gp2pxpL65mTGvqYtLdWIJqpKqdm+tl1vr3enSUi324ehRYmp69cIw/fhj2INLl7S6hIdjMI8YgbG+cyf/T5wo0rmzq+zdq5fjx2ENAgIoz2zGuNXpMM4/+YRg9xEjtHaOH8/3jz2GUZuWBlPw0UewQ9u24apVVgZI6tqVawsKAFTt2lG3fv2IQxoyhCB2dcZPYCDtOHoU4zkoiPNo1Lk3hYW4lnXoAFApK9NSTqelEd+zaRNl5+fTb4GBXHf6NMZ/164AuZISWJ/Dh6mPOoizoAC1pdOJFBe7SnCwXpo1496zZxlDoxFQ5O4O63bunMi0afTJ4MGopUuXuH7vXti0S5cAZhs28IwDBwAHFy/CnkRGAlq8vQE/LVrQVuUwkZ3NvFAA7LvvmBNlZQCt8eO5bs8eAOOvf80z9+6FfVqyhPp1707s1smTAKB9+2CkevQg3uuhh1DtHTpcG6OjXBc/+AB2ztUV0Onv7yrr1+vl++95njojyF5SG2fe1JZYr1X2YKKcjI6DizOY+lpx2D6x3nrQ6/EfGDoUHl6ljBFBI2dkaGxMDcUtI4OtquJizWm3USO4+h078OcICkJTNYRUKeLA86SOxdkvDU9uZsxrmpHecuf4eufbXC9rVFXLk+VuudrBt77P+pnWf4eHs8uuMl7FxmLUL1mC1++VK25y6RIgIyICIDB9On9fuQJwmjABIzYsTEvnO3065T35JKmM8/JYcuPicMdq2RIw8P33AJXWrdl/SkjguZMm4cYlAnvw5puUu3s3qsNkAhBkZwMy+vQBfISEUB8RkU8/BZAlJ/PstDTqeegQ14eGAiRGjUJNbN6MW5jJBPPSuTNMxtGjGPJbtmD479kDcHR15aeigj2z4GA3mT8fMGI2U5ZeryUX9fCgn81m6t21K32o8vVkZtKGs2cBEr6+gJz58zXwNnkyTMyiRfw/dizA64cfqHPPnpWz76mxDgwEhN5zD6ArIgL1t3o14+DtDXi87z7U8913UxfL2Ku2bfmsTx/qZjlfbc1PdZ7OyJG0bfBg2tWunZu0awe47dLlxu+WPVI336livVbVNRNlHwvNKdeV8+fP13UVHE4ctk+sNaw67WvDBjRip05okMaN2U5zcUH72WF3/fwf/sAfyvlaOUAHBKAVCwrQfiZT5QNF67E47DypY3H2S8OTmxlzZVjYw8CqqiwFTA4cqPy5LWCkzsZRxt+MGSqTlfZdeHhlT2L1TFt/K2O3Wzfcwt56C1AwZgxAoWnT89KpE+Dgf/9jd16v185b/vlngJHyUp4zhzJFqNfBg4Cc/HzAjKcn3508CTiYNQs2obSU5fn0aYBBnz4Y16++ilEuAisweTIsQZcusBjh4exhBQZS3ty5GPseHqgUoxFAdOEC5XboQN2NRtoxahRAITcXlqNHD9z0GjeGsRg0iJiZ8nJATno6zMfWraiS2FiAR5s2IpGR538ZZ09P9tlcXXEeePJJnrdoEezKwIGwQ8uW0TdFRfTT6NGEuhYWwjRNnsxPSAhqU4S2hoXBzsydixozmzWwptej1kwmwNnSpTBlf/4zLmtvvw2QNZlEXn+dMe3ShT7ZtYt02N7etD0ujjF68EHipXx9tf1B6/mq5l92tjYPf/97QM5//qMxUZmZ50Wv18pT5yCpeW0tVb0fVcn1yqoLqUl9HE0/ObcFneIUS7HeerA87ctkYlvMw0PzS9Dp2Mqqaappa6mooNxjxwA83t5wv126aNteaqVtqNtGTnGKU2xKbSwLVTE9tnZvrdkadUaOco17+22M99jY6h2WGBwMczF5Mu5nX3yBsRwTg/Hv7Y37U24urmxjx1Lm5s0AnKAgGIJduzCG1b6RYpo8PAAkKpnAW29h+N57Ly5U/v4Yxvv3s+81fDigQAQXt7FjAUuLF3NtXh7GcVwc5SxfDlMQGqo98913qdtdd1FmVBTMxIkTgIu778YFLjEREFBRAZDYvBlA06sXbMOaNaiO558HgK1fj3pSwfrbtgGe9u8HLC5dKjJ1Kn1oNqNiTpxA9UycyD7eRx8BvFq2BDSpvb3Tp4nZycyEyXr4Ydpy9ChxME2bArQWLqSM06e1xKWFhYCfli0Bcnl5AMn//Kcy27ZsGWq3Rw+e+cIL9FVMDPN8yBDcEps0wdtbHdb5u9/xvWJxRGzPV1vn1uj11OWJJ7Q5WVAAKLMs43rs5c2yqpbvwaRJda/O6zquxp7iBDq1IN7e3nVdBYeTO6pPlOY2GrWjsa9mSpMNG9CKJSWAHoMBXv8WxFtpPBE0QFoa2mz9enwE3n6b7SrLlbs+rUY25I6aJ7Uozn5peHIzY15by4LJhKFu6YJmS6zzvlgmLoiMxLhbvZr/V68GxJw4wc66Xg9IUamYo6Mx5hcv1s4b+e47jOPHHwc8uLh4S2ioyMyZWkKBzZtJIZ2fDwORnIwRvnEjzNCBA7Awc+bwvIsXMaAHDCDBQGIiBrbBwE53Xh5lPPoo7lV9+uAydv68yN//jmGsDgIdMQJAtWYN6kEF3M+ahfro04c+yc4G4I0Zg6ubAgaNGgF2vvmGZ/boAUNz6BDPKC2lXYMHa4kW9u/HxS47m2fEx3ON2Yx6MRho48GD3lJSgguZtzftOXKE53/5Ja5fzZppDEzv3iJffcW1/v702cKFqL89e+insjJ+q5DX3bsZK5WAoXlzQMO999L/Ki31pUtaMtO4OJ65aBHA9Mcf6Yu0NACdUoNvvEFZBw8Se2MJLCxBt9F47XxVnym3RsvDPt98U5uvBoPI8ePe0ratxvxZ3msLzNysu5ble6DAWl1KTdxfHU0/OYFOLUhAQEBdV8Hh5I7sE6Wh4+MBHW3bojGKi9HMhw6xhXWLQCdg3jztH3VEdXk5zxg5Ussxanmkck2d8R1c7sh5Ugvi7JeGJzcz5vZeFmwxRMoFTQRwcD3D7HpGnyVprrKZffstRqsqe/hw3JbKy3HVCgoSeeklLTlCixaa4R0VJfLmmwFSXMy9yl1NRIuPcXPDQFbMkcnEkj5sGCzCoUOwRampGP2nTmnn7vzwA+5w5eUwRmVlGMWhoVpqZ5MJ4713bxiaadMAXf/7Hwa9iwtuYioJw8KF1NNgIB7Fzw925OOPqXPv3sQIKVe/rCx+lGrYt49rtmzh+3btYGpEAFSHD+N1ffo0akWdT6PXi7z3XoBkZgIc/PwAZkOHAk6Sk/n51a/og//9j7/9/FBHvXrhute6Nf107BjODoGB3HfxImfpNGpEm597DkCSmUl9p00jRbfJRJ2WLqUfO3XS0j6LMOZt2gDenn6a5/3udwDPESNwb7PcJ8zOhgmKjdXG39Z8TUjADW78eMCP5Ry1duyIjAyQXbu0DQSRys4VNRXL98DWe1vbzhs1iatxNP3kzLpWC5KcnOw8C8RK7ug+8ffHOVmlZMnMZFVIS2PFvsUMbMn//rc0/fpr/jEaKaeiAm2alQWzc/IkGulvf+OzQ4dgeXx87NhAx5E7ep7cRrFnvzhSZjFHE0fqm5sZc3tncLKVxa06Z+fcSKwPSRRhae3fHwM+OBij1ssLZqVVK4zh3bsBNEuXAgyCgnA76tBB7f8kS+PGTaVHDwzedu0AQ+XlGOl/+hMgZ98+ltmICH4vWUI5CQnEu2zfzud9+rD0lpXxbBG+M5uJ98nLw8jv3Jm4msceAwRERQEA3N15VteuAJ++fTGwc3IATt7eMFOHDmH4b99OWampACajkd+KkenUCQA0aRJ7bw88QBu/+Ya6p6Tg8ZyXB7uTkYEbVtOm7M9t2ADQunhRZP78ZPn666bi6sozVD19fQElvXrxs3w5/TdgADtdGfMAACAASURBVADp0CFU3v79/HZz477Bg5kTIgC/y5cBHFOnoiq//FJzj1NnJrm50f7MTMrq35+6x8fD7Ki4o86dcafbvp3seT160JelpfTjwoXMgQ0bAJ+KWDAYyBoXHY2rm5qvZ89SzunTlFVVVkGjUeTEiWQJDW0qnToxx3x8YKcGDrQf8Ljee2vvw0Jvp9wOve3MuuYUp9SGqC2V8HC0R4cOaMawMFb+iAhWvqIitrPsKenpgKoNG/j/vvvwk0hL41nKp8IpTnGKU+wsthii6pydcyOxdrFTB3qOGqW5F6njxF55BZalWzfutXQ1io5mSc7Lg9Xw9QUEJSdrzEbHjgABLy92/NPTiffw8uJMmkmTMCCPH4dV0OsBI3o9xvzXX5P8cupUnvf226iATZtgTXbuhC1RLmXPP0/CztBQLXNXcDB1CAvDHSw6GiDg70/sTG4ubEhsLL/feYcEAlu3Us5PP3H98eOAkjNn+EylyP71rwFHgwZpIGzLFu7573+p17RpGPtr1mihpcomLSmhP1q35ufAAepUUqL1zaJFIn/5C+08d462nD4NWLlwgfFr0QL3tFGjAFZPPcVY7toF0OzRg326xESAqAiA5sQJXPwSEwFsJSVaVrzISI1hePhhVN8DDwCGTCZYwE6dtEx5QUFcqxhBlUnNMv4lOpqkBmqOK7FU9adOUaYIbVZz/sABQHGPHpVZw5rI9Vibeu68cVvFbkBHp9M9ICJzRcRVRD4zm81/sVfZd7o4U8FeK3dkn1hHLQYFoSmKiwEe27ej+fLzbwnouOXmVv2ligFq0QLN1aUL2ikzE/AzenTNrQ4HlDtyntSCOPul4UldjvmtuLFYGm0itlNKh4drB4EajRiUHTpUDiq/XnyPMjCNRoztRYsAAC+/7CaFhey2d+oEcDh0CNCijkf75hv+HzsWQ1mE/1eu5PqNG3Hh6taN5TU9HfagSRPI/MJC6tK/PwBgzBiM8kuXaGthIUAgKQmgM2kSLMO8eQCiF17QDgUtLub6e+7Bfc7DA/A1cyblbtoEM+TnRyLOAQMAXQkJqKG5c4mF2b+f/bDISLLPnT0LoBo+nLEoLaUfsrIw+levFikqcpNOnahnbi5swpYtxDRduMD/n32GCnJxAdBcvkydi4pguoYMgb36/HNAZKtWxD+dOkX/GY2Ao82btbGLjQWwhIUBbEaMYMzz8giFjY2FSRK5Nt4sLQ1QNH8+ff/ii4C9RYsAfrNm0X51nlFwsHY0nWX8S1Vg3VrVx8SING/uJomJ2vy9HcDjerF1dZ2i+WbE0fSTXWqj0+lcReRjERkiIukislen031nNpuP26P8O13atm1b11VwOLkj+0StbOHh2vZceDia5uRJtMLp09pJbDeZia3t7353/QvMZoBNnz74FyQkoBH9/dHU6sjwesTs3JHzpBbE2S8NT2p7zG81JkDdZ3kuigjsSGEhO+gqY9ayZZoLkgjEdHk5blY3c+p8QgIEd9euGOZXrrT9xaUuJEQLHI+OxsXsww8BDk89BdMzdy7lHD0KGLhyBQN8yRKAQ//+GOOdOhE3U1oK6FGxJe+8Q5379NHCNn/6idiU/v21lM4HDlCfkydZwocOFfnXv3CTGzkSELFlC2DnpZdgppYvp9+aNCEuZfJk6pqejhGelYVaWLlS2+/S60X++EeYoDZtABFvvMEe3KFDPGfMGJ75z3+2lYMHGYOcHMDMxo3UvVcv2mE04gbWujV1Cwjg+vR0nr95M+rp6FH688gRnjVkCOPyww/U5b77ACjLl9O2bt1gnTZuBChFRgJeVGY2EZg7a0ARHs74bN1KAoroaH5CQhiniAgtM97hw7Bc69cDNqsDTJSqV+eFjxghsmZN21/qqdKdqxxFlqrXVnzQ9cTyPXN01qa6a4Kj6Sd7wa67RSTRbDYni4jodLqlIjJGRJxAR0TS0tIkWL0xThGRO7RPLDWuWsGmT2eV++tfWblHjmT137wZbXgTYCft//5Pgl9++foXlZejedSJb8XFWkqcOXOoj15fbwDPHTlPakGc/dLwpLbHvKrd5RsZO+q+6dMrG23jx2tuZCKAk0WLNEYlIoLzZxITMRJFrr93Y80YmUwYvnl5IoMHp8nChcGSkYEr1Zo12mGV/ftjiD/0EIavkv37MVCjokhxbDAABnbvFlmxAqPcxwcmZts26r9nD8yFXg/D8tFHEPvBwRj6BQVcd/AggEAEoNC5M3E0LVtS77vvZp/sxx8BP5s2Aao++YQsbhUV/P/ww1rWtxUr+LtXLy1j3b59AL1du4gF2rYNJiYlhb7x8kJ1mM2AuK5dRcaOTZOkpGB59lkYqBMnqEdgoMgjjzAebm6ktvbwIA5m505UkcmknfkTEADQGDGCstUBnVlZxDZNmoTb3JEj9IeHBzFC6vDWvDxAztq1MHErVgDeVOIAS0Bx6hR9X1LCuKj54euL6u3Wjbp9+aV2YOq5czzzRnPJ8rym+HjNPe2BB9KkR4/gKtNTq/dk2TKYOBGA6Y3E+n5HZm2qm83R0fSTvYBOaxFJs/g/XUT6WF+k0+mmiMgUEZGgoCBJTEwUEZFmzZqJp6enZGRkiIiIl5eXtGjRQpKSkkRExMXFRUJDQyU9PV1MVznm4OBguXLliuRedfcJCAgQNze3Xw4q8vb2loCAADl79iwNdXOTtm3bSlpamhQXF4uISEhIiOTn50t+fr6IiAQGBopOp5OLFy+KiEiTJk2kadOmkpKSIiIi7u7u0qZNG0lNTZXS0lIRAbnm5OTI5cuXRUSkefPmYjabJTMzU0REfHx8xGQy/dJWT09PCQ4OlpSUFCm7GrTerl07ycrKkitXs3W1bNlSysrKJOvqyujn5yfe3t6SlkYX6/V6CQoKkuTkZKmoqBARkfbt28uFCxeksLBQRERatWolxcXFcunSJRERadq0qRgMBklPTxcREYPBIK1atZKkpCQxm82i0+mkffv2kpGRIcarJ0QFBQWJ0WiUnKvHG9tznC5fviyJiYkONU4+Pj7y888/3/w4BQSIfPKJ+BUViXdBgaSVlor89reiP3JEgmbOlOT586WiUSPGKS5OLrz4ohRe5eRbzZ4txaGhcmniRCkODZWcRx4Rw6FDkv7WW4zT0aPSavZsSVqyRMyurqIrL5f2cXGS8frrYrzqrB705z+LsahIcv78ZxGzWZp9+614urpKhr+/SEWFeBUUSItOnSTp6rtxJ71P5eXlcvnyZfuMUz16n9T7Y49xcopjirXxpcavtqSq3eUbGTvWrmZKLONr1CGErq4Yn4r5UYZqVBTfX2/vxhJQicAGXb6Mkd+mTbG4ucEUfPghhnVQEEDBx4cYFnXGs9GIMbt1K4Zzu3aUPX483//wA9ekp+OR/NxzsEJt2hCb8803WoroAwdwXbt8mZTUaWmAjLvuwsBXKaX37oWx8fMDAHz/PcxG48YwJ76+2qkCd90F2Dh0iPZ27AgwCgoCVOzdCxB68EFAzrp1PP/8efbBCgr47eeH5/O998I6bNmCO9ezzxbLhx/yTB8f3NTOn6etly/zuYsLbbxyhc/694dlcnenH1NTcVd7/HGcGlQ8jjq36De/EXnmGdpw/DipwUtK6KOMDEDIf/9LWU89pbkaqvlka7xV/FR0dOWYmldeAeS8+ir16tABUPb009oBsdaSkEBGtlmzrk19ruZyRkbxDee7iAbS1e8biaOzOJZS3brW9lp1I9GZ7XDQoU6nixWRYWaz+TdX/39cRO42m81Tq7onKirKvG/fvho/+06QxMRECVPHAztFROpxn2zezArcuTPbiIWF/FRDEpculTClXasroaFopcceIzVNRETlAyfu8HN26u08qaHYs1+ioqKkoazFNyt12Tfx8ZVf3dp6F27E2Nysa46lWLZJZckPDmapHDFCSzWscruo1M8KCKmdfcv7AgNxh3v1VcDCqlUir7+eKNOmhUm7dsR7zJ8PozNhAkzA3XfzrOeeE/n3v2FQJk7E9atDBy1hQFgYBvKuXQCQX/2KeJDXXwecTJyIO9dnn8Fo/L//R9/4+rIMZ2cDVF5+GTZr4EDiPj74gJTIAQEY7qGhAIuUFO2MmrIygMDevcSZNGoEOLlwAcC4cyefu7oyDj17woBkZWHYV1TQR5cuEfuzciUxOH5+lN+oEfdPmJAof/1rmKSmAlQ+/xzwoU44GDAAdiori7HIzMSN7soVvtu5k79DQ6nL+fO48bVtK/KPf+AO9+ablKXc0hTbNXUqcUTDhhFTExUFYBs06Nq5l52NG1xKCsDvzTcBNsuWVZ4Dvr58vns3QPfYMeKarncI5+bNtoGO5buQkeHURdWV27FW6XQ6o9ls9rqVe+3F6KSLiCVPFSQiGXYq+46XEEfPBVgHUi/7RDmCR0aiTceMYZvKlri4oIksJERtVd2MmM1spa1ahe/Ee+9p2l7lUFXRvneg1Mt5Ygdx9kv9F+vd09oa8xvtjZw6pbnzGAw3F8djzfZYugeJ8NvyhHoFbBSjY1k/dd2AAVomso0bMfqbNg2Rxx8HXKSnE68SHIxBrtzJnnoKpmfVKkDCwIHsDSUkYOx7ecHq5OTgHazTcf369RjPjRrhKhYeDlMydiyZxubOhbE4cwaQcfIkrNL69QCVFi0w+l1dATMrVuD5rNpTWgrDsWMHBn1SEm5dbdsCcBQA1OkAR+PGUecTJwBy6vzqzz/nsyFDAGrNmrH/dvYsaiomhjqtXRsiFy9q9w0fTn/GxwNojhwB+Pj58d327bjRxcdzndrHO3sWQOXhAVjpY+HT06ULgLOigsQM/fvTxrNnYcx69WIct20DIPr6Xjv3Tp2iX9PSAJ/h4SQ4WLxYY98SEwEtr7yisXajR197oK3RWDk5RkQEbE9ERNXvQu/eld8/6zJqy1O8ts/TuRVxNP1kL6CzV0Q66HS6diJyTkTGi8hEO5V9x0t+fr7DHaBU11Iv++TAAfwn8vIAMm3acFiBmxva7aqbk4hcA3JERPIffFACFiyo/vO8vAA5O3ei9dzd0fYrVrDyqy1Te+fArEWpl/PEDuLsl/ov1kH4tTHmtk57tzasLMHKzRLGthIL2Ar8tjw0UT3TOmBbXR8YiEHepQsxH4sXi0ycmC9hYQFSWEh71EGib7+tudBFRxMfUlEBmFBhlvv3A0DGjoXRUa5uu3dzT0AAy/vzz5OQICKC6zZuJAFmQAAxM2YzTEWLFoCdCRNwiwsPp+7p6YABHx8tPmXpUoCDhweJFFTyzkuXaNu+fbQ1NxdWxs2NMkpLAVEiMDcvvAAYyMig3SdO0O7QUOpdUAAoCAgQefjhfNm7N0B+/pmx/vprYnOKiwEijz4Km5OWxricPUtZw4drB4L6+MCS/elPmprbvZu6vPqqlqpbqScFCpctQ1V16UL94+IYG1uuUZGRqNfERFwQlyzhnvHjYdkUGxgWxu+EBNsHehqNxBktWgTYnDOHz1WckyXzYznXrd8/dQCpSp5xPcbInnInOGk4mn5ysUchZrO5TESeF5ENInJCRP5nNpuP2aPs+iBOX/hrpV71iYqSDA7Gn+O11/ABEEFzNmuG1nJ1vW4x+cOG3dxzi4oAOh06AHT698dBOi+P1f525cCsRalX88SO4uyXhie1MeYHDmAc6vWa0aYMqwMH+F+BlZtdXtQymZ3NrvvmzXymyktLY09GHRgpwvUKaL39NgaqCM9bswY2xteX+vXpAyB56SWRVq3yJT9fO2RTpUoeNkzbuV+4kN3+yZNxP1OswIoVWkxK9+4Ysa+8AnBITMToV7E0aid/yxYM75IScsWMGkVdundnSe7eHZCzdSuMxZo1GOZt2lD/d9/FhS4oCPbp8cdRF/feC3NkNgMMAgLIXKbcs5o0EfnnP3G90+kANqWlMCNff0065ZQUru/Vi3H18UE9HDxIuyMi8iUnh4xpJ08SSN+9Owb8uHFklFuyhHnx6KOoOL2eMrZsgd05e5b++OEH1M+MGZSfl6eBneMWqalMJp6nsqt17w5YUQDUYNDmi9GozYFBgwDhaWmAwtJSxjAkhDr961+M0YwZPMPW3LRMgjFrFt+Hh8N2ffutNs+t57r1+xcZyf3jxzMPLe+riVi225bcCSrd0fST3ZJdm83mtSKy1l7lOcUpd4xY+lJs3szvFSvQsF27wrnfDj//igq2xDw80MxHjqBxmjRBq/Tpw7MdmeN2ilOc4jBiy4i6nmFli6GpyrXGcplU591Yppq2ZpIsd64jIwEPq1drqahXr658sGh8PIZuTAygJj4e5mP3bu2gTS8vLaj+3XcxiN99VwtkP3QI5iExEYbGw0Pb6R8xAiATFKQZt2lpPH/bNozwgwdxyQoNBQQcPIhBnZBAGydNwsBX7nLh4bA1gYFa1rhWrci8Nm0agKi8HLDj5lb5NIEjR0hMEB8PkBk3jngelUJbp4NxOXxY5NlnRb77DpWgXNQCAiiztBSV0aoVrJPKRnfpEoDOYNBctM6cQeWUlADSyssBinfdhWvbjBmAs/JyTS1t20bff/wxdVfnDm3aRP2XLqW/VF+/9pp2eKwafxGRt96iv4YOpR2zZ/N5dHTleZqXx/MTE6mbLdXn6grwszz888QJ2l4Vk2lr7sfE8HyVGtseciPG5mbO07kT3NxqQ1xnqjx4tSzz5s2bOWXKlDp5dm2Lm5ubeHp61nU1HErqVZ/4+4u0b6+dTjdwIFtw+/ahLZ56CsBz6JB2Mp27+zWpp92ys8Xzakaym5LycrRaTg7aolEj/C/c3Ylsbd+eLa87UOrVPLGj2LNf5s2bJw1lLb5ZcaS+ud3vQlVGkbs7y4e7e/XK2bMHQ8162bFcJs1mmI5+/WBIUlJE/vY3yO+ePTG+U1JwDevdm/p07Qpprs5GefBBDFNVV1W+wSCyZo2bxMR4St++GO09esCE+PtjWAcHY7SPHAkxHhnJcj1jBjEtY8ZAlA8cqLmVubmxf7VrF8zGlSu4yTVuTID+1Km0NyWFJTktDUN/6lRAxIEDgIHdu2GUDh7EGN+6lToVFWEwr1+PC5yfH6AiNJT+cHGhbQMGYKinpGD45+cDdBo1AtjExdG/Fy9ypnR+Pn8vWYL66d6dpAo9e6Kajh51k6lTPSUmBlYmPZ1EC5GRJEPYvh1AumYNfThggJaueswYUiiPGIH7WU4O7erXj/w4TZrAlJw5w/y57z7mx7FjjOuLLwKY2rUT+eIL6jtuHKyTGs/ISNJwHztGuui9e7V5kZ3Nd+7u2jwNCmI+rF3LGPr780x/f/oxMZF7hgzR5mt4OPV/4AFtPlnP46rev5t9P24klu2uaZlVvYu3W27HWjVr1qzSmTNnvnNL9bFrTZxiU3Q6XV1XweGkXvWJ5RaLis5VeSyXLmUFTUwEhIgASq6mU7YUXU1SMpaXs5pdukQdUlLYMrv/fu3Y8Ttwa6dezRM7irNfGp7c7jG/Vd//qmJ4wsMrn4NjuUyqOJmjR2FOfv97QIfl4aHW8RUGA+5Js2ZhjL/9duWlzPIAR39/nXTvrn2vjDy9HrCSlQWo2rFD5O9/xx2rpARDff9+dunDw8nytX27lib6hRd4docOgIbgYIzj9espf/RojMuffgKo+PtrcTYuLoCc/v1hE5KTAVD9+wOE7r2Xz7KzMXDj48lgVlZGXSdMAFBt2wYAO3SIujRvznM2bwZYKCYpKgpXspISQKEI7d2wQUt44OEhEhen++VwTZW+edYs2vfaa4CkHj1wi0tMZNxyc1Et06ZVBpqjR/N8xQDt2QND1rcv/6ukoEePAkTWr9cSLHTtCtPXty91sGYu/vhH2lpSAvi0jMGxvM5gANx27HhtrI4IDJ4I/WMy2c62JnItk1lSopPNm/n7VpIPVFcF3wxjcyOpKzc3R9NPTqBTC3Lx4kVp3LhxXVfDoaTe9omltaC0+f79ZF978EG0ZXw8q7UI24RXz3+5OH26NFYa4malUSNAjvpxcUHjnDvH9prJhMYZP75qPt8Bpd7OkxqKs18anlQ15vbaw7hVo0idQaJS+0ZGatnU3n4b9zLrQG0FWjZs0NzPoqMrJyGYPl07kFJEcy97911cn0JCtBgfSzEYRJo1uygGQ+W+ys7GwB47llggLy/2gkpLidepqID9+O9/AQDJybAMZjNE/alTLOcbN8JG/fgjS312tpZE4J57MN59fQEmbdvCyhiNGlBJSGBpLiuDQcnMJLh+5UqATbt2LNOxsQCtyEjtsNFjxwAEIhj9rVvjgrZjByDH0xMgVFrKd25u/ISEiDz5JO0tKeHZQ4dSfkTERRFp/IvroAIj6hDXRYtgm8aNY7zCwmCDDh6E5VFjq8ZpxgzqEB9PGcqFTM0VEfYBPTwqJwQYOpR+qSorsb8/APGFF3Bxe+klwExw8LWHx6p4mblzrz24dtYsfkdGavWxJdaAIz39osyYwZxSh5jejNRFEgF7gqabEUfTT06g4xSn2FOs86fq9Wi68+fRPoWFaBpXV75XgOcq2LllKSriR4mrK+CndWsc1vV6nr10KVtZjpquxSlOqYdyOwlVexlQNxNvY0ssU/v276+5A61cCYCxLjs8HJATG6uVra4xGgETKmZDRGvjiBEsZzNm8LkCV6ovIiMBLZZsktFIKuJFi0T+8AdAwtq1fPfMM4CekhLqGh3NMqkOtAwIAPQMG8ZS6uGBwZ+RgbHfty/gacUKltvWrTHKd+8G+Pj54bp17Bh9NGYMS/HRo5SflETMyfffA3wuXcIt7tIlQF1CAm596nDM77+nfYGBAAN/f+6bOlWLv1m5kv4YNw7Vk5lJGxo3BgyNGEG/GY2AqL17AXBDh7Ivt3Ah144dizvZ5csAsLg4wMvx4xoD07EjbMiBAyLvv8+YnzxJQoWSEvoyKAjw8/33uKXNns19r79OPU0m+uDTT68F2pZpnE0mxmrsWMpbuhRHhh49tPmhWJpXX7V9cK0lcxMdzX3VAfcGQ2WQdLMSGVkZvN8he431QpxApxakSZMmdV0Fh5N62yfW1kJkJNphyRKAx5EjbLG5uqIpjh0j16eINNm61X71aNQIbbp5M1r2o49wtBa51qdEiQO6t9XbeVJDcfbLnSX2ACNVjfntdE+pTr2VsRgeXjko+9QpArzHjLFdN8vzePz9K59uv2QJP3FxVTM8IpXBVV4exu2774o0b96kUr0TEnBBmzABQ3zDBtiBggIMZ5UZrGdPLY/Ljh3E7Tz2GC5ip08DAMrLuVd5Is+YQbD/3XcDBoYNgynx8ACIbNnCHteGDYAgb2+YotRUyj17FiDw3nsAp4wM6vvTT/SrycT999yDy5rKVpeaSr9NngzYMplo+6uvAk4WLcLt7Px5XAJ9fFA9U6eSEMJoxOg/fLiJuLjApCxaBENlNuMIEBqK6khOpt/UQZyDBmlnEqmwU5Uw4ttvtYQGCQkAwKVLATlNmwIsRQBFo0bBNlkygrbmoAK1s2aRBtxkgp16/HENKKt3QIEivf7G75q1ur6eCvT1bSIdO16/vBs9S69nTKtTtztZHE0/OZMR1IJ4enqKi4tdMnnXG6n3fWI04qDcsiXRmB4eWAEqKrJ3bzSqXg+bU1YmnklJ4qK0Rk3EYECjVlRQvrs7Gs3Xl+fu28eBB2FhaDIldRW5eB2p9/PkFsWe/eJIAfeOJvbqG3sEGFc15tUJhlbLkb//zT2/OvVWzzcYKtfD359YFssA7+uVrZafK1eIXSktJeg/L49lNDsb47h9e5axbt0wuDt1ooxNmwAsBQUiDzzgKW5uLhIVBXOSnc33zzzDPSUlgKRx4yDC9+wBbOTnw/yoz8rLacOyZcTpdO9OWeXlBOG3bk02s/Jy8r4cPizy29/ShtOnYXN69ABMPfywyG9+A8ho2RIv5qIilulHHgGUbNgAaHnwQVgn5f2zZYsWV6ROK0hKoj3TpgFA0tJIEDBgAPf26gVgOX+ecmJi6MvISLKk7dghMm+eSIsWnvLddy6SmQm4SUujThcuALwefhj3sPffpy//+U8SMpw+reXTUclFBw5kXNSYt2jB9/v3E/w/ebKWFDQgAOBoMGgHms6bxzhkZWnJA1JSqHNwMGV06kS54eEiEycC4Nzduf7AAeoSGUkfqblY3fmv5mDr1vSb5fW23r+bfa/smWjAkeV26O3bnoxAp9M9ICJzRcRVRD4zm81/qeK6R0RkmYj0NpvNtyGf7p0pKSkpElaV42kDlXrfJ9a5MdetY0ty8WL+X7ECX4F+/VjNd+2SlE8/lTB1mENNxGRC6zRuzDbcpUsc0pCXh4ZT+TitxQET9Nf7eXKL4uyXO0tuxVfeene5JmN+q4xSTXz8b3SvLfJbMTONGxOnonbA1bKkfhuNgIrwcK2MuDgM5s2bRc6fT5ElS8KkpIT/BwzgGpOJvhgxgv99fEhGUF6O0f3aawCCU6fIGXPvvRjeKglBUBAEudEIMFm+HKP80iWM40mTYIOUKBZDhHiWoCDA0oYNMDLBwbQ1OVnkm2/4+9tvAUebN9NHcXFaXNKnn5IwYcAACHtVFyXKtWruXNpx5AhgyMODPa22bQFkIoCxn38WGTUqRTZvDpNHHgFYhoYCQlSabJMJsNeuHXUzm2Gl4uIAQkuW4BqXn8/+maX7YUICLnajRnH9oUOAncxM4n9SU6ljbq4Wh6RSew8dyv8qjmvzZkCUXq/FgVmK9RzPzmZMY2MZz+rMfzXHTKZrr7f1/lXnvbJ+j+szk6PE0fTTDYGOTqdzFZGPRWSIiKSLyF6dTved2Ww+bnVdYxGZJiK7b0dFneKUO0qsQYO1s7BK+XPuHKlqUlPt9+yKCn4XFqKJvLzQuN26iXzyiUq1g/aqKi2SU5zilDoVewYv1/UeRnW8Yi2zpqkDMQ8dwlBXRLfqh4ULOdhSBGZFhN3yjz6CfVFMSFgYRHpeHkxCejr3Dh/ObFovmQAAIABJREFU3lO7dnw3aBA7+FlZxKNMmMC1O3bg8vb00xja06eL/PrXAI4FC7i+SxeW2aee4u8FC6jDmDG4s125wmc5ObiG7dqFIR8QACsTGMiSnJsLcGnfnrqJAJIWLwbAeHjQL23aYLhfvMj+VdeutFFlFgsPp30+PqgA1V8iALHCQhizCRNg4HQ6+t7DA9CxbBngYMsWnnHiBBnx1KGrMTH0R3Iybnf9+jG2Tz+tgdADB7RYmbw8bYzDwgAqTZrQd4GBsDIPPgj4TEuj/ipRgQiANySEvhfhANORI2mLiObuaHkOk9HIuTuLFsHeTZ5sOxPg9eagAlTXk+q8V3WRhMAplaU6jM7dIpJoNpuTRUR0Ot1SERkjIsetrntLRP5PRF6yaw3rgbjXZ47yFqXe94k1aFCrp1plExLQFCUlbLEVFIj7xYusrvZwXxNBg/n6igwejNYyGESKi0kXpJyh161z6BW43s+TWxRnv9R/sTaiajLmN7uHYe9wPVvGXlXPUHWNj8d4V6DEMq4hNrbybyX+/gCf5GT3X4LMDQZ29+PiWAo9PDCqe/SAUQkNhWnx9YVlUMBoxQrcyPbv1wCTGovmzWEc8vJwlVu8GMZl82bts3nzRJ5/XkuXbTZDqCcn4+J17Bhg47772O966y1YnfXrSRjQpw9LdWAgLMeGDdT/yBEM9xMneF5AAM+MiaE9CxYAbCZMAFB4eLD3VVREWydPpr7nzgEWsrLcpXdvDlu95x7YrbAw7lu5EsAWG4vb2hdf0M7kZJ5TVISL3PbtAEPLsZ4+HSbs3//mnqVLSULw0UcAqPh42jN8OPep2BqVHjokhHaHhVE39S5YpyFXh9AqVaYST2zfDlC0JBYOHbKdktpabL0vtt6/6rxXdb3JUBfiaPqpOk50rUUkzeL/9Kuf/SI6nS5SRILNZvPq6xWk0+mm6HS6fTqdrkG5tbVp06auq+Bw0iD7RGmAAwfQHH/8I9qpuFikqEjavP66yBNPoNHtkYe+vJyyRND0ImjNwkJ8GHJy2C514BW4Qc6TaoizX+q/KCNKgYDaHHPLpep6ovZuLN2nbIktY+9Gz1D3xMZW3o3nnBwAjb9/5Xr8/DNsS5MmbSQykrKNRgzcJUsAEatWAShMJo3J+OILlkp/f81wLSjgfJvXX792d3/2bIL6f/UrYmQeeghQFBDA57164c62cCEAwM0NZuf8eZIVdO7M52Vl1PuddwAeTz4Ju2QyQfr7+5OZ7d57IeBbtGBv7J57AGWtWsGMvPsuTMw334h8/DFAxGikTkOGAKb0en4mT+b/ZcuoQ+PGbcRshk3ZsQMVNGgQYOMPfyA7mgr2HzlS63MXF8pr2ZI6Hj5Me4ODAR4REbioxccTszN7Nl7TMTG4uX39Nd+LcN/rr8MAJSQwbno9QE6vr+wQMWkSB42aTMwJ6znyl79Q3oABgM1Bg7S5JnLtPLSew1XN6Vt9/6zf44YgjqafqsPo2LK4fjnSXafTuYjIByLy5I0KMpvN80RknohIVFSU+QaX1xtJTU11uIGva2mQfWKdevq++8if6ukp4uIiqfPnS5vycvJmGgxsJdZU0tPRaEqjDhzI9uWqVfhKzJ7N9qYDZlwTaaDzpBri7JeGJ7U55tXdha6uW46tnW/rmBvL5Sc7W3Oh8vfnJz5eYwoU8FBLlapHx46wFZ07p4q7e5tKKYcvXwaIdOkCie7uDsuzahUxIJZt1esx5FevhhVQjJKIxgicOsU5Qe3akd9lxw5AR0EBe0zDh+N21bs3IGfdOoj1s2cBLiIkSKioIAlnbi4uai1asES7urLfdegQrMjixSzjBQXEEjVqBCiJjYW1SEzkPpUEIDOTGKKiIpIUKEcBg4E9ttJSQMVDD6VKUlIbefxx2qJYMsuzaFTbCwtxUYuNBcypVNSNGlGHb78FiC1bBiMTEgJY6tIF4KPG2JKRO3CAMRg/Hu9qdeTb2LGMdYcOxDeFh2se1paxW2peqTly8CDA68UXtbOWlFubrYM+redwVXPaueZWXxytr6rD6KSLSLDF/0EikmHxf2MR6SYiW3U6XYqI9BWR73Q6XZS9KnmnS2lpaV1XweGkwfaJOqo5O1tb0adNE2nTRkq9vNCCeXmkmvHwqDm7U16undFTUoKm3bABP4rGjXHk/vRTPp8zh7pVZ4u2lqTBzpMbiLNfGp5Ud8yry7JcT6rahTYa2WVXKY6Dg7VDG6tbr+xsfotUjrl55x3NuF62jBicZcu0+xUwErmWCVLfTZvGQZLu7qUSHKwBKb2eUMXduwEOffuSzjg2FoO4Y0fq9emn/I6OJhv/7Nlco1JbBwdr2cvUOUAqI9qQIbAIJSW4qKk4jw8/JDNbTg7G+L33wqpMnkxcj5sbZV+4ABPz44/U+dgx6jxxIu2aMQMCvnlzwNOwYVpq5cREXMNEuOa99yDtW7Xix8UFMHLwIMDFaMSNzdVVpHHjUnnoIfa7tm6lzxMSKjMg4eFaLJPKsBcdjYoyGIjTyc2F2VKuYomJuJyJ0NcLFgAMVaY1xciFh9OWsDDKVEe+rVjB32vWaHNBzb+8PC0ex1IiI8mkl58PQyXCPFFgzdYenvX5NlWBfHusuZbvpj3eU0cVR9NP1WF09opIB51O105EzonIeBGZqL40m835IuKv/tfpdFtF5CVn1jWnOMVKLA8EiI1l5Z41C0fmvn1xEldpfMrLuc7Xl6039X9NpFEjtKrScpmZ1GHnTqyD4cNZ7avjxOwUpzjFIcUewc9VEbyWS9icObgrLV5MAL1KCnCjelnGU6gddGtWxXLH37IuVQWKWzJG3t6AhsOHtTpFR8N+rFwJu7BnDzlg/P01dkCxQSK4R6lnGI3U9+hR6v7553z31FPUzzKW5KOPYCWmTcPQ3rePgPgJEyDTN2wAGLVqxTk5r75KrMmGDbiulZYS+/PKKwCDgQMBRqdOwT7t3k19vvuOpVwxIHPn8v/SpTA+Y8awrD/3HADGw4O9syVLcJ9LSyPG54knADsqKejQoSJffknfxMTApqSlAQ7ffRdWzMsLF8GOHUmqoPrh1KnKY3L8OKDr4EH2765coe9VVjnlWmgyaYDW15exUlnm8vKI40lKoh1q/pWXU3frBKLKtU2VL6IlZwgPr3p+W59vc7tUn3UyVmeSgtqRGwIds9lcptPpnheRDUJ66S/MZvMxnU73ZxHZZzabv7vdlbzTpW3btnVdBYeTBtknkZFa/k/LhAMGg0hMjLT94Qe0oAjaR6RyypqaSlGR9vehQ/yuqNAsmdWrcaeLiamsFepQGuQ8qYY4+6XhSXXH3B7Bz1WBJcslLDJSWyaskwJcr17h4ZUN0chIWBVLUTE4Iuzgz5jBc2NibhwAHhsr8u23bSvVSRnAHTvibrVnD59nZwNGVAav4GDuT0jQnnn0KODmiScAM15eAIyPPwbkqFTVRiOAZ8kSyomLA3BNmMCBoj/8gHtbWhqG+/nzMA9ZWSTFzMmBqXn/fWJtFi1iP+rUKdiusDD6oqIC9aHT8TsxETalZ08YmYkTqdezz2K4nzkDwCsvp06ZmbAey5dTd72+7S8xNSYT38+bBxgTAYS8+io/x6+moFq1ijF77TUNLFge+pqYyMGer70GyAoOpq8TE2F9FMhRroiWc8pgAPCsWAH7ExNDG9LStPl39CjqqkePa+eC9fywPphW5Nr5XZ13xh5rblXJWOubOJp+qtY5Omazea2IrLX67M0qrr2v5tWqX5KTkyOBgYF1XQ2HkgbZJ1cBjYhoOVQtVrkcg4E+GTQIrXTmDBpZpYtW4uJy7Wc3K66ubB8GB+Mn0KmTdpy2q2vlAwvqMGanQc6TaoizXxqeVHfM7ZElvirDz3IJU//fiMmxZmRENINTlWHPE+P9/UVGj84Rf3+tryxTHi9bBhMQEcHfb79Nmy5fxjC3rJsIAKNlS74/eBBv4+PHAQrqzGcRyispwaBfsoTPPv8cYNSpE0zGoEEAiNRUgM3u3Szxbm6wYmrZLynhXJ6wMC3T2IIFLPuDBuFx/NVX1Ofxx3lWQADMyblzuN117QpgGzOGny5dqOvcudRdMXHdu+fIp58GSkiI5uJXVkZq7KAgylaJDLZvB5j06sXnan6oZKIKQEyaRL2CggBNEREAjnHj+M5guDZk1VIiI4nR+eQTylapq9X8i46unAXPmqGx/N/WXLb+TNXnemGq9lhzLdNXO2BIrN3E0fST88jxWpDLly/XdRUcThpkn9hyyrX47LKvL34AI0eiUfbtQ7OprTVL8fSsWV10Oo7t9vVFs/n6ooFmz9a216qTduk2S4OcJ9UQZ780PKnNMa9upqjqxBkkJGBUqvTBtspQweKWmdWUREezFEVHVz+uIS/vcqXrlAGemMiz9uzB8B4xAsP54kWW3chIgMquXRjnHTqQ5rlTJ4DFO++QGGD0aABSly4wP6+/TravZcvos9hYwEqjRgTZx8bCZKSk4Fq3fz8B888+y5L74IMwFj16wFZs2oTbWffusBojRvCcIUNoQ2EhQOk//+G+qCjc1nJzNTcwlRxh/nzK0Otp0/DhxAe99BLuZCKXJS1NY2vmzAG8njxJzFBsLPepWBYlc+fSr6pvt2zBXW7AAJ51+jRq5aGHqKslyBG5/hwzGABTLVoAmCzvswUSrDP4Wf5f3bl8oyyA9nr/jEbG4+2361y93jZxNP1ULUbHKU5xih3EloOupcO6lxd/x8TA9/v5ocEuXBDJuJr/Q7E5xcU1q4uHB9t2W7agRSMi+NzS+b06J6Y5xSlOabBij3ggFSyuMplZl2e5224rhNCW4Ws02nZNCg+HrBbRyrx8GcYjMBBQUFICaNHpcHXz8AAEuLhoh3n27QtYSEjApSsxUWTtWsrJyKCM7dtxI1PPCwkhBiYoiO/T07kvMRG3MxFicr74AhBUUiLy3//iAnblCtfHx2P4P/AA1/fpo3k3P/MMbUlNJbX1E09QxoIFWl+rNNshIYC7hQt5xsyZsEeqbydPpt1ffonHc1iYdvTa3LkAHktGZPp04oYWLcJJ4IMPtO+joyu7Kl7vwE5LiY6m7bbixKzniDVDcyNXNEvXxOho7dDR2nAlO/D/2Tv3+Kiqc+//Vi4kTELuCUlIQgiBKCIxGtSIWi2KIiBqy6nWVtr6qsf6Vo6XlooXxFYt9mLpOdoWj6elra19sVoFtSLIUUFQKWkUL9EEAoncEsItGRIIrPePJ4u9M3tPZs1kLntmnu/nk08ymT171vzWmr33s59bPYXdeVb6Y0JH4oOqvXCYWbp06YM333xzRN473CQnJyNlqHfgY4y41CQvj86UNTUUCzF2LJ3ZTjkFqKlB8vDhSDnlFIpNSE2lM+ZVV1HG5+HDFJtw9OjQw9YA2o/aV2cnncWOHqUA8bFjaXy7d9PvCDb/ist1okEwdVm6dCni5VjsL07SxonfBfMhzdthorCQLvYnTx64jdtNnpWqqpOHwJOHRc/9vfUWcO+9dFF6/vl0j6awkLZ57z268B07li7gASApKRmnnJKCqiq6sFT7BchjM3ky/d3SQvssKCCD5aWXyHgYM4buQU2YQB6cadPovtPVV1ORg698hfazcCF5MIqL6aL7wAEqSLBlC41z8mSqurZlC/Cb39BYpk8nQyYvD3j/fTIcVBW7qVOpqtrRo/SZioroPlRLC4WaCUFhXIcOGYUT/vQnKmaQl0fV1jo6gK99je5dXX45fYYxY8gbtGcP5fEUFZGmhYXUMPRLX0pBUpJhcJWW0t/d3RQeN2oUebTOPZfSOCdPJj2Tk+ln1y7yJE2YQE1SzzmHjK2iIiN/p76ePoc6xai58kZysvG6vDxjPditueRk2l9ysl5Y2LZtpMPFF5NeixfTGpwyxfs6Dtb3Ly+PPIWXXx6bYWtAaI5VixYtOvbggw8+EshrOXQtDEgZNy2DtIlLTcw+dPW36lDnckEOG2bcojp6lGIpCgqo9mZBAd1iU6Wmg9FQVLF3L93aA4xbWvX1FKexbFlE61/G5TrRgHWJP8I558EsfesZOqT2rUoYNzZaD4ue26raLSpXRIVNAfYlrocNk5gyxfAQ2YU0KU+SYuFCI3l+61YKMQMo6T4nhwyD5ma6eFfeDYC8PaoS3fXXkyclLY0MsNRUMpJef50+y7FjdN8KoAIBmzaRQXHkCDnvU1PJYzRhAnlumptp27VrqTnpr35FF8kvvUSFDNavB0aPpovzjRvp3pTbTd6fRx8lzxRAhlRjIxl1ixaRV6migsLeJk+mdfXTn5LR9NOfGiFfZ55Jn7Wiggy0khIy9Dyba1ZVUU5NdzcZT566q/DFnp6BvZPs1pi5DLln2XG79eSJr1BJYGA4pG7xjmB9/+KhgajTzk8cuhYG9u7di4yMjEgPw1GwJlZOavK739GZU93GysykM8mOHdRSu6WFznLBZMQIOgupjmoqA3bFCvvSNmGC14k9rEv8Eao5d7uNi0L19dcNSdPZTiXnV1YO7FLvGf5khwoxuuceeo05VOrAAbqA37KFvBulpWQsVFUBbW17MX58hteQpqoqCuNSOScqZKuwkC6sJ06knJfERHrf668nA+jLX6bqadXVpNPixTSOF1+k/eTlkYFx5ZX0uLqaxjd8OH12KWm/FRVkcPT0kMdk3z7K01F9ZKqq6Pf06WTAtLWRQZOVRRXZ/vxn8qycfTZpcPHFZAwVFZGnoLGRPFBPP00eIvWZlcHw+OMUMNDRAVRW7sWBAxkYMYIMsm99y9BLGUZbtpDXqLnZ8CTdeuvA+Z8xA/jwQzLkJk2y73NjLjahGsCqtaPW4ebNRsGITz81qrSZGWoyv2fBDp3TWyDfv1gvOuANp52f2NBhGCfhdlMWp5R0tu3ooDPcqlV0O3D7dqPMz/DhlKsz1FC2nBzy5S9YQLcSFy+mM/b48XQ7kwOJGSamMF+AefbG0S23C+htp5p/qtwNwL5L/WAXhZ7V2FJTqQBAdzeN/cEHKXRp8WIK/6qsJONh6tSBr1MXuOaS1dXVRhPQc84B7ryT/h45kg6HVVVkOMydS+NTpYprashQ6ekxEvbVe6jKdOvX06H7/PONCmgLFpDh5HKRx+Ktt6jwwMUX24/vlFMoalnNzy23UO7Pxo1U6CA9nYyMiy+mfJ/LLydjLCuLxj1hAu1TGRaqnPOePVT1LSWFCiIcPEjjuv12I2elsZHed9UqCiwoKTFKcKv5v+UW8ky98w4ZQcePk/6//rWhQXX1QEMVsPa3UevwwAFaC6+/Tvs2FyJQDGZgK2+NE05bwchhY4YOGzphIDMzM9JDcBysiZXMzEw6Mn7wAQV933gj3WIsLaXA5ldeobN3djYFXX/wwcDeOP6SnEzG05EjlO169CjdumttpTPy2rUUGB/BW1G8TuxhXeKPYM65+QLMszcOoF+iWme7GTPozvyFF9Jj5T3RuXj1vGhVxlBVFV3kP/ssGT2TJhlekM2bgXffzURu7kBjyuy5Mrcxa2w0Gm3edBPdX1IG2XnnDSyQYDbs1IX5oUNARgZ5k1Rp6o4OwyuhEvndbkpC/9nPaLv168lhftVVxsW8+nwHDtB+e3rotUVFZPCocLpp06jhaFsbeVoAui+1Zg15nlQD0F//2nuC/rJlNC+trZm45hrqW3PllXT4V3VyVqwgA+e73yUj6umn6d6XMoAaGyl075FHqIrbD39I9+Iuu4zmY9ky2se991rXiWd/G7UOladu0yaaC7vTj9kz51ncQHft+uttCeT7F4yeVtGI085PbOiEAadNuhNgTaxkZmbSEfGR/nw7dZZ2u+kMNG0a/T81lTJb29vpcWIi3UbzF5eLbuMpY2nPHvq9fj01Yzj33IGB7xGA14k9rEv8Ecw59+xhYu6NE2xaW8lh/G//Ru/nrZijeUx2vXdUWd6VK8nrMnEieSIAwxBJTaUk87POysRrrw1sB1Zfb3iBHn10oAF1zTVkFPz5z8ADD5DHoqSEDI3qasNrUVU1sNKXCj8D6HdHB13Ab9pEh/ELLyRDZNQo4DvfISOkqsooqX3XXbR/s3ftkUfIia8c9dXV5GkBjL48P/4xjb+0lPT9+9/JE3PBBZSnc8EF9DrPfkUqROypp+iznnUW8JvfZOKSS0gbwKg+pjwtK1fSuFetokphSm9VMPSCC+jzDRtGOT3vvmvk6axcSUZPTw+9r9mgsDMCUlPJsGtuJu2Ul8wT9Vk8w9/8wV9vS0pKpnbFOM9xxhtOOz9xMYIwsGPHjkgPwXGwJlZ27NhhXHWoFuCAkTWbmkpnjJdeoltsl11G5W8CNUY883zMBQ4OH6bYgZdfpsfBzE72A14n9rAu8Ucw59xbQnSwv+bqgv6WWwyDYLDeKeo5u54m9fXkHZg2jRzPv/iF8ZzKB6mpodCwr399B+6910h+X7uW/p450zAglGEB0AX6yJHAV79KnotVq6hGy5IldMG+YwcZID/5iaGNOlTPmEEX50uWkBdn8WLy4jz4IFVpKysjI+fMM42iAOZDekODkTyvUiM3baJy1qmphuejrY2MnGuvpXtgU6bgZP+bK66g37/+NTn/H38c+O1v6fCtKrqp+Vi2jHKmjhyhwIDbbtuB55+nz6g+r5qH8ePJqJwzh36PH0/Gx/z59L/586n12223kcaAYbyouZg4cWDxCLv5VvO7eDH9fdVVlO+zfPnga3EoHhN/X7t16w4ntJaLCpx2fmKPDsM4HXVE7ukBfvADOiPt3Uu33P7rvyifJxhkZ1PHuYwMipuoqqI8oJdfprPo88/TrcRQ3v5lGCZieLvLrRPm462R45Ilxt1/z1wbb3jmbwC037vuIiPnlVfoYhgw+rqYCyrs3GnkugBkvKxZQzk4R47QodRcFAEwvEM//zl5LubMMULidu8mD8M//0nekIkT6X0Ael/V8LS62sjfUc74kSNpO2UgKI+Vygsy43JRGNv48cZncbtJixkzKDzOrG9NDU4adPfcQ4796moqcPDf/02GUUICebCysmi7lSvJQzRxIm3b2kqf3Tx289zNn0+eodRU69pQHqO5cwd+boXyIKkCC54eEXM4oVkfpe3KlYPXwjF7qULtbXG54jMMLRZgQycMOK33gRNgTax41cR8NH/sMQoo/+ILyrEpKSHDZ6gkJtJZUErj92efUWzGiBHUuKKnhwLgq6vptl8YSsnwOrGHdYk/wjHn3u5y64T5mA0HFS5mzqUwX0T7wjN/A6BDTWoqeVtUXgtgOLrNBRXKykgrFfaljIT//V+K+N26FfjSl8iA6Okh74capzJy8vKMXJqf/Yyc3FOnGtXYFi2iQ+Qf/mBUZ1OvMfPZZwPzVNxu8lSY92MOo/MMJTQXQDBrv2MHGWUXXkif5frraZ933knen/x8YN06Ms7+9S9qDPrDH5LHSH0+ADhyJOXke5vHXlNDc6lC8pQx5++FviriaZevY1cIQ2E2nnwRjqT/4cNT4jIMLRCcdn7ihqFhwGnxik6ANbHiU5PkZCqhM3Mm8NFH1PTg0CGKxRCCbt1JSbfxVKEBXaQ0tj9+nEpaJyZSPdVbb6XiCJs3U2nrYcPoduGRI8Bpp4W0oSivE3uCqYuTmmI6DSdpE8rvgmreqRpren6ldRqDqm36+oymkKoxpLlppApNMzeB9LYvz/dzuWj/M2aQMaTGW1holK+ePBnIyyOtNmyg3jOTJpExcPgwXfhfdx3l6vz+91QR7aKL6L22bKH/nXKK0dAyL49qtTQ00OsqKqhWS1ISXbzPnk0NOidPpkPoe+8Zn+299yivZtYsqoam/vff/03GmtrPaafRe+flWfeRl0c5MH195GxX2v3kJ+TQf/dd8tZceSXtq6CADLjNm+nzX3stHdJfeQXIzaX/9fUZh25v60o1Av35z6lOzZ/+RGmbbW2Uc6UatnZ0AD/6EfDcc+SJsmsEaqeD0tY8b+a59tYw1J/1olDr29d+BtuWz0X6hEKroTQMZUMnDLS0tCDL3GGMYU1s0NYkOZmMm/feI4/O3r10JnS76bnhw+nvQMpOJyXR63p6qHR1UxOdiU47jW5tfv3rdOuwr4/iCsaN893iegjwOrEnmLo46WLeaThJm+bmFnzySZbWxZq/vPce3RH31rHe3HneG2qbwkL7i071HkePkjFhfi/Pi0u1L8+L/vp6eq2Uxj7UxfDkyeSRSU42vh/btlHIWkEBGTtjxlACfl2dYSRNnkx/q2pup5xCY1fvXVREhsL69cbnmDaNDol9fWRITJxoGDFmHfPy6BB5+eUDq4Kp13V3kyHR1UVhYiUlVG766aeNQ6unwaE+97RptJ8LLqDPKAR5dN58k7w9b79teL4qKui1c+fSvt56iz5rWdnAdWXW+9gxqsqmjKjTT6f3W7iQPGOVlbSv114jg+vSS+n0kJxsnU87HdSaqaigNWM2aFSz0P37SRe7dWl+D5dr8PXpa33rbMvnIn1CodVQDB0uRhAG+vr6Ij0Ex8GaWPGqiV2G8MUX023Ba64hD4sKhM7Lo6uAvj4KOfP3ishzDD09VOGtrY3OeGeeOTBLNcQBy7xO7GFd4o/Dh/tClgwdjDK4vgoZVFVRSFZBgTUEyq74AGDtcq/GqRLhVUGBxYtpm/Xr6SL5wIE+uN1k0NxwA12MK2+SSoA3/63ep6HBWhBh7VrytlxzDTnSx42jnJ3f/hZ44gnyqHjTUYVt1deTLipsbcUKI/p3/nwyGgC6r7RiBTntVU6LOWxsxgwjdykvjwyQM86gQ/GMGaTLNddQIv/s2fS4vh54/30K+Xv5ZTJyTjnFyH8yryuzlsuWUe7O8uXA55/TttXVFGp3zz2kycMP09gXLaKwOM/CAmo+vRW/8Db/qvdSU9PAMtLmteVtzdjhOS+DrVVv3wU+5urjNK04R4dhnI5dALI6gx44QGVv/v53CmM7/3y61fj003RLzp8KS7qBAAAgAElEQVTwNU+ysmj/ZWV0K27iRDrjPvGEUZhAt+MfwzBDwt9kaN2vYzC+tqqa14oVFJ706qvWfInGRrqABehw5qvUsB3mBHKVT6IMqM2bgdWryfNwySXkLZkyxb9cDzNqTKpU9IIF9NmeesqoZNbRQXVasrKMBpueOpoP3wA5wmfNMrarqSHDQjUvVQUH1q4lg+Kb3yTvzPz5VDhA5esARn7LokVkxLzyClVg+8EPaF/PPEM/o0bRa7/4gsa9Zg15hLKyKJzNrL2qe7NiheGtAsiomTXLaJyqyk2rRqd22ulq7rm9akiqconsykjbvYe3texZeGCwnJ54LQkdy3DoWhjIzMxEQgI7z8ywJla8auItAPm998ivf911FL7W1ERn9zFj6PGhQwMNHXP5aB2OHqXX7NtHHp3KSjozvPoqlaYuKaGcIXWr9M9/Ji9TEMPZeJ3YE0xdnBSe5TScpE1WViZGj07QdtLqhuvobjdYnoM5B2POHCP8y7ydr3wMu9CjjAxKFTz3XCOHxXMbVR3sww/pgn7rVmDUqExcdlnCgDA4b7q53XR4u/hi8gCp7dTrKivJC3XllRTK9emnFKJ11VWU8H/GGXTvxxxWlpdnaKVC5Gpq6G/PEK633qIeNllZlGY5eTI99+qr1EngggvoEK9er/aVmUlpkqecQgUzn3mG7nG9+y59ln37qAR3ezuFgH3lK2QAuVzkoSkuBv74R+C00zKRlJSAoiIjBKywkMY5YwYZcIWF9F4qWrmmxj4Uzdd8eq4hb7lhLpehg1o7nqdAu/fQXcs6OWee8LlIn1BoNZTQNUgpI/Jz1llnyXhh165dkR6C42BNrPitSXe3lOvWSfncc1JWVUk5ZYqUFRVSFhVJOWGClPn5UlIgW+A/6elSDh8uZVKSlN/6lpSFhfT/xEQpTz1VyieflHLWLPp9xRX0u7s7cprECcHUJZ6Oxf7iJG38nXN1ePD1ddTdbt06+qqvWxf4PvxFvac6zNi9d3u7lL/8pZSPPSblZZfRtq2t+lp5+1yen2nduoGHOPW61avp7/Z2Y3t/tFq9WsrTT5fytNOkPPdc+iyrV0v56adS3nWXlNu32+u7bh0d8qdMsY6hvZ3+t3KllD/+Me175cqB76+23bhx14DP1d1Nr129euD72Y3B33n31MUfnXTeK1TrUEo+F/lDKLQC0C0DtDfYPA0DXV1dkR6C42BNrPitifKxb91K2acdHRSvoOIpPJs0BDYoupXX1wfs2UO38HJzgZwcuqXZ1UWxDGVlRmc5FZAeBHid2MO6xB/+zrmvvAh/txssHEl3H/6i+unMmEHvXVpKTTE7Oow8i4YGCsU680zg/vvpcNTTo6+V+XOZczc8c0BqaugQV1ZGoWalpRQy19NjDZXyppUK8Xv4YeMw2dND4WmLFlGo2LPPUkjaG29QaerW1oG5SmqMVVUU2jZnDh32q6ooNLC0lLw7991HaZvnnkveotRUGoPnXGVmdmHmTApVU3k6990H3HHHwPcDrHNslyczWP6LZ38kb9rb7dszX8uOUK1DgI+5/uA0rdjQYZhoRZ0ZKiro55vfpAD1nByjS11SklGJzYy/de4zMqgu65o1dKZyuSiW5Kc/pTPPb39rbfPNMEzMEIqLSHUI6+iwvzhuaKCL9s8/p/d++WVKUl++3LjwPXCADknV1UMbnzJCHnnEyPPwLCyQmkrNN++7j8pWP/sspSouW0bjURfm3rTasIHC28aNo4v9+nra34svkjFSWUnFBJQBo/rY9PQY+1AGQEMD3d967TXKDXrmGcoj+tGPgF/+0rjPVVdH26smnJ776ekh4/Dee43eR9dcQ/e2Nm6knCRlmHliZ9ANViSgsZEMquXLSW+zTnaGZaAFMnwVxmDiCzZ0wkBRUVGkh+A4WBMrfmuizgxZWWRonHsuZYgmJJCnpbKSSkUnJ1OQd36+8dreXt/7T0gwApgPHaJg7717qQtdWxsFl8+cSWfQQDrJacDrxB7WJf7wd86j4WJPHcKWLx9YOc3bmOfMoYv5sjLj4r+tjfJZGhuN7YqKiiyf39OoUr+VgaKqoc2caXhoPI2VmhryvFxzDRUIuOYa8sKsWEHPe/NOmDlyhHJJVOGCRYvoBxho9OTlkWH1i19Q+uWiRXSoVQYAMLCwQWUleXOEICNn2jQy/jyT880eIfKSFVmq0Z15Jt0j+8tfyJhT7+GJN43sigSsX0/jmzCBaud4GkJ2hqV532aDzdfa9qcimy58zNXHaVpxMYIwcOTIEaQqvzEDgDWxw29NVEalagTR1gacdx5ljjY3A6NH0+9jx6h4wBdf6O87IYGMJHMvnvR0OlM1N1MGT28vnYXWr6fGoiprdeJEa7ZxgPA6sSeYujgp4d5pOEkbf+fcn94hkUIdwi68kJLqzc1G8/KsRQJcLupps2QJFZicPp2e9+x9M2LEEXz0UeqAz+/Zx0f9Pvdcahh64YV0Ee4twR6g/Xd0UOX+d96hogSzZ5OHxtyPp6Vl4OdQCfi5uWRAXHUVfSaXiw6ZHR1USODUUwcWa8jLo0P3M8+Qo/74cXLOr1tHRkxyMhl/yclU8vryy4Grr6bPe+utZEwtXkxFGnbtMnoOLV5Mmk2ZAhw7Zl1XhYU0nosvJoNp5kx9T9lgRQKkpNPF7NkDG4d6e523/fpa24EUG/AFn4v0CYVWXIzA4Xz++eeRHoLjYE2sDEkTc1bn6tWU1frtb0uZlSVlQoKUo0dLWVAwsNDAsGHeixAkJNDvMWOoEAEgpRBSjhs38PUVFfSzcmVIMkF5ndgTTF3i5Vh89913y6qqKnn66afLq666Su7fv9/na5ykjb9zHsrE7GDhmfhuHrNukQAzq1dTcv7mzZ97TWY3J+x7FhHwhbkAgV3Cvnr/lSuNfar/qYIB5s/U3U1FAKZPH/g/83hWrqRD7Cmn0H7uuosO5XfdZexrMK1Wr6YCB6pQg+fn9WddBbqmPLUf6pqMxNrmc5E+odAKXIyAYeIcs99fdcnbto1qk3796+RxkdLYXgi6PWiHuQx1W5vRRFRKiqFQZSPV7cjERCp+sHYt5+cwjuXSSy/Fli1b8MEHH2D8+PF49NFHIz2kkBLKxGxddEKMFi6kH8/cFnVI82wWqfO5Tpywhmyp1+XlDXx9Q4P/jSfr6iisbMkS+9elphrv0dNDkb+qaIE5PKu+3gg/U5/TnOvjdtMhNzcX+M53KHzt9tspT+n22419DZbP8tln1F9n4kQKsWto8P05veHZnNU8r4PNtaf2wNDCKn2tAX/DNqMhzJMJHDZ0wkB2dnakh+A4WBMrQ9LE3HluwwaKZzjrLMqjeecd8vWbK6FI6d3QkdIIWfNsOKr8OQAVNPjnP6ka25//TJnCBw7QGT1IZw5eJ/awLv4zbdo0JCVRj+xzzz0XbW1tER6Rf0TjnPvKlTDnqHhepKtD2vLl3pPhzahDzT33AM3N2bj77sHvuaixAdbcmh07rNXdOjoGGk92xoVn4r8yVNLSyPgxX6Crimvf/S4wfrxhcJnHU19PRsqFF1Jf6KlTjbC0srKBeTXm/apD74YNwB/+QE1Ef/hDKjgADJyT7OzsQQ/X5udqaigdc8sWo2iDp546BqO3bf05bZi3tavY9sgjVCRCZ186Y4/G71+kcJpWQprv8oaR2tpauWnTpoi8d7jp7e1Fir9VrmIc1sTKkDVZvx64+25qGvr440Zr7JISev7ttym7dO9e6oAnJRUY8JeEBPpJTASGDSOD6eyzgcOHKfD98cdpu4UL6Qpm6tSAPxKvE3uCqUttbS3i5VismDVrFr72ta/hG9/4huW5pUuXYunSpQCAPXv2YO3atQCA3NxcpKSkYOfOnQCAtLQ0FBYWorm5GQCQkJCAiooKtLW1oac/U760tBRdXV3Yv38/ACA/Px9JSUnYtWsXACA9PR35+fnYtm0bACApKQnl5eVobW1Fb3/BkLKyMhw8eBAHDhyAEAIFBQUQQmDPnj0AgIyMDOTk5KClpQUAkJycjNGjR2P79u041n+jory8HJ2dnTh06BAAYOTIkZBSYu/evQCowV9mZiZ27NgBAEhJSUFpaSlaWlrQ1+/RHTNmDNrb20+Wji0qKkJfXx/a+48h2dnZSE9PR2trKwAgNTUVqaklaGzcitzcE0hKAsaOHYvdu3eju7sbAFBcXIze3l7s27cPAJCTk4PeXhdaWtqQnQ10d7vwwAPFuPfeZuTlSSQmCowdOxY7d+6Eu/8KtqSkBG63Gzt2dGL3buDgwVy89loCZs9uR0kJ0NeXhq6uQpSWNvcfumieWlracOBAD1wuYPRomqfW1v3YvRtoasrH3/+ehB/9aFd/Tkw6kpPzMXr0NuTnA93dSZgwoRxHjrTiyJFeuN1ARUUZensP4uDBgwCAgoICfPKJwP79e5CZCZSVZWDkyJx+TYGtW5OxZMlo3HPPdvT0HEN+PlBfX45LLunE0aOH4HYDGRkj8cILElVVezFqFFBSYszTiRNAV1cKyspK0dragrS0PiQkAHv2jEF9fTvOP78LUgJLlhTh//yfPhQWtvev22y0tKQjN7e1v95MMtraRqOzcytKS0/A5QLa28eitHQ3jh7tRlcXsHRpMa6/vhdpafsgJfDSSzkoL3ehro5uFhw+7EJ+fjHa2pqRkyORnOx9njo7O3HiBHDgQC4qK1PQ2Wl8n7ZuLcThw80oLAQyMgb/PnV1AcuX52PWrCSkpu7C7t1AXl46amry0dy8Dfv2ATt3JqGwsBxlZdbvk3mejh4VaGvbA5cLyMqy/z5t27YNx/tvDkbq+1RSUoKtW7fiRP+NSJ3vk8vlOnlTx+Vyobi4GM3NzZBSQojB5wkI7Lg3cuRIHD16NCjHPTVP48aNc0sp0xAAbOiEgaamJlRWVkZ6GI6CNbEyZE3cbqoF+uyzRqttdftRGUH795Nh0tREIWrq+5+UZISo6XLOOXQrcv9+8hZdcQUZPldfDbzwglF7tbqabsvOmUOxC37A68SeYOoSS4bOJZdcgt27d1v+//DDD2P27Nkn/960aROef/55CHOYpg1O0iaavguqD01PD4V3zZ9vhCx521Z5Rh54gLwQixZR2WO7qmGe/zP//8ABQMomfPJJJYYNo8NQYiLdsfc2BvM+1q4F/vUvOpR97WtU2hqgw1hDA/DSS7TPBx8kz8r69bRvu89oN1a3m7xOy5bR57v/fioaoLSaN4/CzVaupCIAf/iDce9q6tSB2v7iF1TA4OOPyVszZQp5ntThVpVtrqoyqrx5hnt99lkTWlsr0dNj9Noxz5nnXM6bR9uZTy2LF9PYli/3fW/L2/yp55QXThVr0NkPoL9OAiWavn+RJhRaCSECNnSSgjoShmEih8sF3HQTUFtLZ6WHHwYuu4zqjvb0UM3QN94gA2fYMPK+AOSdSU0dGNrmi8pK2vevfkXV2CorqXz1b39LDUw/+oi8PD095FV6pL9Yyq23Bv9zM0w/q1evHvT5ZcuWYeXKlVizZo1PI4cJHBU6NG2a98rzdsYQAHz4IaUYqgt1T+NBhRl5M57OOYdSC4cPJ0Pg2mspP0Wn+r3LRWFrv/oVGTKtrVQ9bdYsIy/n00+pZdmMGUaZ5nnzqOrZkiXA9dcbBkZNjf34N2ygvJtp0+jeT14e6ZGaSnq8+CKNecYMupcEkKG1fv1Ag2PmTOBvfwPOOMNowtnYSOW2J02i954yxbcxtmQJVbB79VXgllsGNvVUc6DG5605qm5/arU2Zs4kQ8+8L9WraPFiI89psLkyP++5rd3aYeITNnTCAJcktMKaWAmKJuaz0qxZxu1AgALFv/MdMnA++oiCv3t6qEy0LyPHbBgBdCVx6BAVO3j7bcoFOn6cwtc2bKCg8jfeAJ57jgyuBx+kKxc/4XViD+viP//4xz+wePFivPnmm3BFMkM/QKJpzmtq6EJ2xQq672IntzJY5s0bmOvywAPG3+vXe7+w9jRczAbQ6NGpGD+eeu74e0dfHaaUoTVrFnlXJk2ifanxmd8vNZU8Ga2t9DN9ur0nS+XlLFxIr1HGi9njAlD55RUraF/KO6KMFaWXMkRmzTKahqriB57G5WDFCrKyUk/ub9IkMlieeYYMLLNnxpwGChgeF/MpRwURDIZ5bShjzPN5nUahwfbY+CKavn+Rxmlacegaw8QqKg5AddZTB5+FC8koufZaKiTwi18M3kA0PZ324RnalpJCxtPhw+QVqqwEvvQlIzxt1SoqgnDllXTmjMKLy3jASeFZoaSyshK9vb3Izc0FQAUJfvOb3wz6mnjRJhSoC9HSUqpT4hm56utCdTAvxGDvF+wLX1+hclVVFNJ24ADd72lsBL7/fXvvh+dnUo+VN0Vd4NuFb5nfzzPUTb2Xp7fL8zU62qxZY6RX1tUN/Oxr1gB33EGH/Z/9TC8UcDDthjJX/q4PpxNuwy3aGEroGvfRCQPNzc2RHoLjYE2shEUT1VjhueekfOwxKX/3O+q3M3mylImJ3vvqePsRwvi7pkbK/Hwps7OlTEuTsqREyhEjpCwupmYQAcDrxJ5g6hJPx2J/cZI20fpdePJJ6vvy5JP+vW4ovVLMWunsZyjvZe5h095On3P7dvv9efYNMm9v7s3j2RPHrr+Q6stj7j/k2adGbfvkk/Z9djy18vZe6nWqRdsvf+lf3yG79x0q4e6lE+rvXyi1Cjeh0ArcR8fZnDB3l2cAsCZ2hEUTl4viEfbupUDpe++lwgGTJ1NYW2amsW1iou/9mctINjRQFbcDB8izc9FFVOTg4EHKll2zhn78KDnN68Qe1iX+CNecB7unyJw5/kWuqvcH7Hul6IzPrJW5dLC31w6l3LE51Erlx7z8sv3+VA6K6r+jtm9tNf4PWEO3zOMz9/JR+qjnGxsHaqa2nTPHezhYX98Jr32KPMPI6urIk3PTTdZS1r60CTbh7hMV6u9fKLUKN047P7GhwzDxyIwZlPH7wAPAJZcYRsq0aRSqlpw8sM9OgsehQiVyq/yfhASj986wYRTbsGoVnQEvvpj+f999FBNh122OYRhHYHfR7+2CVscQyMujGiS6BRd99TTZsIEKSD71lN4hxHwB6W3fg+X9PPzw4P1Y7AwDT8PCsxeNXaNPTwMGsH+Nr89oNyeDGQVut3e9PV/n+djXXDmhaW0wcLspjTWUp6xY0cqRBOoKGuqPk0ICQs2JEyciPQTHwZpYCasm69ZJOX26lLffLuVZZ0k5aRKFn2VnS5mZKWVCwsAQtWHDpExNHfjYvE1CAoWqDR9Oj0eMkDIlRcqRI6W86iopp06leAcVm3HFFRRP4SPugNeJPcHUJZ6Oxf7iJG3C9V2wCwnyFlYTinAbb2FYipUrpayokPLMM41Diuc23rTyN9ypu5sOU1dcMTBUzF88ddIZhzdtV6+WcsoU+u3rdTrz09V1QvtzeY473OFjkWLdOilnzz4RE2Fl4SAUxypw6JqzsevrEO+wJlbCqklpKYWpvfkmsGsXeWZycih+or/JIIYPp9C03FyquNbTY5SmTk6m34oTJ8gjZG5iWVNDvXXWrwdOO43qpdbV0Y8qu+OjjTavE3tYl+giGOFg4ZpzuzvL3jwKoQi3Ue/f2GjvLUhNpX7H559P/WwWLjS2UTq3ttprZS457Gs+VHL4nDlUvQ0Y3HsxGEqnqip63w0bfO8rUG29eYy8cejQbm1PgqcHJ168EDU1wP33746JsLJw4LTzExs6YUB1rWUMWBMrYdXk5ZcpXyYjg8LMvvxl4D//E5gwASc7x6WlkUFjrsgmJRk93d1GNTfFhAlGzk5XF4XDvfUWNUsoKKDQtQ0b6Kw4dy7lB/k4c/A6sYd1iS58hfjoEOo5H8wYi8QFrbeLdJUncv/91I940SKrAdHZObhWOvOhtmlooMfV1YOHhw2Gp/EG+DZAvGleV0f7qKvz/TqdefNnXcVSHok/uFxAZmZ3zBt0wcJp5yc2dBgmHpkzh3J0urupbPS6dcC771K3vhMnyKBJTaWCBImJlLfjiw8+IOMnJ4eKESQlAc3NZFCtXGkYR2vW0BUJ19Fk4oRouEAMxBgL5DW6RoK3i3T1/7w8qqsydarVgPB1WKmqMppiehuPmjPAmugfqOE6WB4OoKdNqI3OYBejcNr7MfEHGzphoLi4ONJDcBysiZWQa2I+o+TlAQ89BDz2GLX5PnCAGn/++79Ts8+KCmq3XVhIVdPsEMIoSgBQ8YI9e4D9+4HNm6m/zrBhwLe/DXzve8DYsdRX5557qBmDahYxCLxO7GFdootgXJyGes4DMcYCeU0wvFvexqEMiJIS0srtti/2qKqdNTRQoYGHH7avkDZlCu3T8zMGarj6SuYPhTa+8FxXg43B8zlfRoqOEROJzxwIfMzVx2lasaETBnoHa8YYp7AmVkKuiV2A9dSp5IE5cgS44AI6e//tb8Dpp5Ph8/nntG1hobXyWmEheX6UsSMEeYPGjAHOPJOquY0aBbzxBrB2LXl1/vAHapV+4gQZVz7OgrxO7GFd4o9Qz3kgxlggrxnMSAj07r55HJRb03vScbxw4cA8HvMYADoszZrl3Wjx3Pdgpa/9xVOLoXj+7LTT0dNzXQ02Bs/nfBkpOkZMNHg7AT7m+oPTtGJDJwzs27cv0kNwHKyJlZBr4u2McvXVwI03AnfdRY+XL6fCApdeSkbQ8OFkBGVkUAibCmdTSEmFDaSkx9u2UW5OVxfQ0QG8+CKwZQvt74YbyLgaMYK2+dGPBq3dyuvEHtYl/oiGOQ8k9Mr8mmDc3a+vBw4c2IeFC+nxokX0Yz7smb01CxZQymAgyfhDxVf5Zn+wG5tOqXDPdTXYGDyf86fstTeipaBBNHz/nILTtGJDh2HiBW9nlNZW4LPP6Hd9PVVD+8pXgJ//nELYjh2jWI9jx4BTTyWjJjkZOHTI2EdqqvG38vK0tFBeTnY28P77FLa2fDmwdStw7bXARx/Rc88/P3ijCoZhogJfhoCdIWTXDNPX3X21n44O6/5qaoDiYjJu6urovkpdndEwVBe7sQbqfQhHHord2My5SIpgGmu+jJRoMWKY2IYNnTCQk5MT6SE4DtbESsQ08axHetttVFlt3TqgrY1CzUaNIm9OSwvl7PT0UDW2hAQKYVOFCxTZ2VSM4MQJ2v74cTrLu91k7AAUL9LZSeWMVq60PfPyOrGHdYk/nDbngRgCdhfZ5tfoXhir/Sxfbt2fywWMHp2DqVNpbEuWAE88YZ+H408+itp3IBfu4cxDMRuBy5fTobWx0Xjec44CXVfxVkTAad8/J+M0rYRU4SZhpra2Vm7atCki7x1uenp6kGq+482wJjY4RpMlS+h26EUXAa+/TgUFenrIk5OeTo8/+YS8NuPGkSGzbx8ZR56kp1NVt8xM2v6ii2j7pibgq18lj893v0tnZZsqbI7RxGEEU5fa2lrEy7HYX5ykjdO+C+vX08X7/PlGBTFfqPC0oRZcVPupqqKLeM/9Ka1+/WuqYl9cTPdvPEPUBhuPt+cC+QyBvI+/qPmYPp0KLUyfTs75WbMGD80LdF0FMv/RjNO+f04mFFoJIdxSyrRAXpsU1JEwtrS1taGysjLSw3AUrImViGuizrglJXRlcMop9P/mZvLo5OWR16ahgSqyNTSQh+fYsYHeHEV6OhkymZlUge3YMcrXUeWrly4lIyg5mSrA2ZyJ29raUFlcHJwrgRgi4muFCTuBzHmwLqLt8CfMzDyGYFwUm/eTl2d9Xmk1Zw7df6msBC6+2Hupal/vYUZ5Z/y5wB/sfdT+5s0jx3igc6XC1GbMACZNoseTJvnen+668pzHaCkiECz4mKuP07Ti0DWGYQh1xs3Kotufa9cCu3ZREYGWFuC55+h/R46Qh+f4cQpfO36cDJ20NMPgSUwkY0lKqq7mdlMxg54equh25plkCFVXA//8J/DUU1QD1jPo/sQJ7/VfGYYZlFCGTPkbZhbOsK0TJ+hxXh4ZEDNmBM/QC/YFvrkC3COPeD8UekN95oYG8uS0thp9hoKZH2NXtJPzb5hogD06YcDFRwILrImViGtiPoPX1QFlZRRidvXVwMiRwNNPU4+dI0eAv/6VznBFRVRc4MgR2kdaGoWoDRtGBQ4AyuHJzgYuuwx44QUKXdu9m7bZs4eyhZ96iiqx3XADna37b5e6Dh/2Xf81Don4WmHCTiBz7nlRHkoPj+4YQom6GF+4MHQfLlheKc/9ud3AzJlUgT8xEbj++gGHQq+YPUKB9fbR0yrePDie8DFXH6dpxTk6DMPYs3493WKcOZNuif7qV3TbsLeXeuyMGEHen127yHNz/DiVoj79dCoy0NRE26Sn0+PjxylUDQByc+m1qalU4e2Pf6QS17fcMjDoPhJXZnGGk/JQnEasaRPNeRU6hwKnHy58jc/tJqe5ur/U2ur7swTzMztdPyZ+GUqOzpBD14QQPxVCfCqE+EAI8YIQImuo+4w1mpubIz0Ex8GaWHGcJjU1ZOSsWAG8/DIVIJgwgfrjXHghBb5/4xvAOedQWFpiIlVhe/998vIAlJujqq4pIycxkf43dixw3XVkKO3fTwYRAHzwAcVtvPwymlXGsWc2cDyV+7HBcWuFCTnBmPNoviuvEwKnvCO7dkXu+zHY4cnXZ3C56P7PmjVGCJovg2OoIWTmdRXOMENFtBzO+Zirj9O0CkaOzusAJkopJwH4DMA9QdhnTBEpr5mTYU2sOE4Tl4vK9dx7LzBnDnDnnVSoICUFuP124KabKCTto4/Ic/PNbwJXXknlqPPzqQhBRgYZOMrISU6m3J2+Pmpb/sc/Uhnr666j7efMAe67j67G5s+H3LXLKEetiMTZ2GE4bq0wIScYcx7svIpwXqQqI62qavD3dLuBw4dlUMYUyOcb7PBUU0MhZj09xj493yPUxqhnD6Ljx411FQlDOFoO53zM1bmD5eMAACAASURBVMdpWg3Z0JFSrpJS9l/FYCOAkqHuM9YQQkR6CI6DNbHiSE3UlVFeHoWZrV1LeTSpqcAzz5CBc/rpFFA+YQLwj3+Qt6aqim5NpqVR2aOEBMrJycig4gQl/YeJ8ePpuTFjqKT1228Do0fTWXjuXIiiIjJ+zFcD0XxbOkg4cq0wIcWJcx6qi1Q7A0MdihobB3/P+npg1y4RlDEF8vnsDk/q8wB06FyyxNhnuJP8PXsQud3GuopEgYFoOZw78fvnVJymVVBzdIQQKwD8VUr5Jy/P3wzgZgAoKSk5a+3atQCA3NxcpKSkYOfOnQCAtLQ0FBYWnnR/JSQkoKKiAm1tbejp6QEAlJaWoqurC/v37wcA5OfnIykpCbt27QIApKenIz8/H9u2bQMAJCUloby8HK2trejt7QUAlJWV4eDBgzh48CAAoKCgAEII7NmzBwCQkZGBnJwctLS0AACSk5MxevRobN++HceOHQMAlJeXo7OzE4f6u8SPHDkSUkrs3bsXAJCZmYnMzEzs2LEDAJCSkoLS0lK0tLSgr/8u95gxY9De3o6uri4AQFFREfr6+tDe3g4AyM7ORnp6OlpbWwEAqampKCkpwdatW3Giv7zM2LFjsXv3bnR3dwMAiouL0dvbi3379gGgBk4ulwttbW0AKFmsuLgYzc3NkFJCCIGxY8di586dcPefXUpKSuB2u9HZ2cnzxPOE/IQEbGtuBrKzkdTdjfJ589B6223oTUgAkpJQ9vnnOJiejoOlpcDRoyj43e8gDh7Env/4D2D4cGRs3Iicvj60nHcecPw4kvv6MLqrC9ulxLGyMpqnefPQ+b3v4dDppwO5uRg5YgTkunXYW1kJtLcjMzcXmdXVPE9B/D5de+21MZWHEkxiLUcn2IQqp2OwXCKdPJehjMn8esC6r0D2b/48NTUDXx/uvBhfPYgYxokMJUdHy9ARQqwGUGjz1L1Syhf7t7kXQC2Aa6TGTuOpGMHOnTtRXFwc6WE4CtbEiqM1cbupzPOKFRTKVlVFtwRTU4EFC2ibfqMS+/ZRGNo55wCffkpXKm+8Qf+bNAn429/Ii5ObS0UOXn6ZvDxlZeTpef99oKAAeOop7Dx2DMVf/zpwzz3AeedxkYJ+grlW+GLeO07SxtHHhyAz1K+3WSu7fQ22f18FGyLZKDUUxNO6Ggqskz6h0CrkxQiklJdIKSfa/CgjZy6AmQCu1zFy4g13MIKFYwzWxIqjNamvH1jmubGRap+WlQF/+hMweTIVFMjPpxyeUaOAnTupT05jI7B3L207YgRwwQWUq9PZCbz2GpWmlpJet2MHPXf4MPDWW3Cr7NyKioExFdES2B0iHL1WmJAQT3OuE0I1WP6MWSu7Q4WvPJrBQqkCCbUKd0iYP7lF8bSuhgLrpI/TtApG1bXLAcwHcKWU0lmfjmGYoaHOmFVVVIxg/Hj6vzrbV1cbj0ePBm69FZg4kQyW7dvJkGloIA/Ojh3UJKKzk7w/aWlk3PT00O/PP6fnAKrs9sQT9Dg9nYwdz/FEQ2A3w0QAp1Wy8u/CW29b3XsddobJYMaKL6MkGhplxvl9IIYZQDCqrv0XgBEAXhdC/EsI8Zsg7DOmKCnh+gyesCZWHKmJOmM2Ng7MolVn+4YG4I47qAjBrbdSsYLPP6cQtREjKFzt4ospTK0/RwZCAGeeCZSXA9u2AUlJwCmnUKGCYcOAnBwyqI4dQ8nGjdRfRxlU5vE4/WojhDhyrTAhxZ85d9qF7mDj8TRshmLAKMxa2Rkm0WCsDAV/vE58LNGDddLHaVoFo+papZSyVEp5Rv/PvwdjYLGE09x4ToA1seJITcxnTG9nz7Q04KtfBdraKBcnPR244goqPZ2XB5SWknEDkGfnww/JQGpsNPaxZQsZPJmZFOKWlQXcdBPc06dTUwm1bbSU6AkxjlwrTEjxZ86d9jUZbDyeho3u2AczVg4ccAfFo+U0z5guvgw58+cyr6to/bzhgI+5+jhNq2B4dBgfqCpLjAFrYsWRmpjPmHZnz+pqKjc9YQIVHvjWt4ClS6mnzty5wPnnA6tXU7GB7m5qHDphAoW3HTtGBtCFF1J56Ztvpv19+CFwxhnA9OnoHDlyYOOJWL8Vq4kj1woTUvyZc6d9TTzHM1i1+GCMfffuzqB4tOy8S4EaA0M1IoJphJg/l3ldefOmsQHEx1x/cJpWbOgwDBM4qihBairwwAPAo49SJbXWVuDFF4F33gGGD6ecmuRkMmoeeojOmMnJ1Fy0qAj4wQ/IGGptpUIGu3YB3/se5ep89hnw2GNU9S2ez7QMEyOYL6hDYZS5XEP3aLnddH9l3ryB+wk0LHCo4YTBDEf05jXz9n+nhUIyjD8EtY+OP8RTeen9+/cjOzs70sNwFKyJlajUxLNuqtsNbNhAVwiK994Dfv974MtfBmbOJKPo4EHguefoNmFnJ/ClLwEffEBha//6F3l6kpOx/yc/QfYzz9D/Dx8Gvv99Y791dc65ZR1mgrlWnFRC2Wk4SZuoPD54IdTlls1aBfpe3spIB7o/u0OlP/sJlWY668rJ5bHDRSx9/0JNKLQaSnnppKCOhLElJSUl0kNwHKyJlajURN2OVdTXAwsXUojatddSiFp7O5Wa7uoCfvYzCmG7+moyiBISgLPPphyfWbPI4HnySdo2JQUpR45Q9bZ9+8hT1NNDXiOArkJqamg/QFwZPlG5VpghEUtz7nnYCDZmrZQ3wp++N4B370agY7c7VPozrlBpprOuQj1f0UAsff9CjdO04tC1MKA6nzMGrImVmNCkpgZYtIiMnD//mSqynX8+8N3vUoGC00+n3Jz336feOr291H/nv/4L2LOHXpuZScbLO+9gZ2UlGTmHDgGrVgEff0zNQ++5h4yeDRvIsFq4MK7iKmJirTB+4YQ5j5ZcDbNWgRZmsAupC+bnd0rBCCesq2iAddLHaVqxocMwTPBwuYCpU4HrrwfOPZfycL74ghp+Ll1KOTuJiUBhIVVj+/d/p/LTfX3UN+fvfwd++1syeioraZ8JCVSKev9+4NlnqSJbVhaVugbIOFq0iK4YouVKjGGikGjM1QhmDlAwPr86RAHBzU3iQx/D2MOGThhISwsorDCmYU2sxJQmjY1AUxMZMc89Bzz1FHDNNXSVcNNN1Dz0q1+l0LY33wTOOw8oKADOOosMnKwsICcHaY2N1GNn927K5amupsIGBw6QQVVdTb+nTqUrhmi8EguAmForjBZOmHOneCF8ESqtgvH5Q3WICnS/TlhX0QDrpI/TtOIcnTBQWFgY6SE4DtbESkxpUlMDLFhARklpKXliJkwgA+byy4GNG4HNmyn/5osvqDLbyJFk7Lz0EjUPffNNFP7jH3SLsqyMvD5SkhGl8nQmTqTiBipLNlquxIZITK0VRgsnzHm05GqESqtgfP5QHaIC3a8T1lU0wDrp4zSt2KMTBpqbmyM9BMfBmliJSU1cLgpju+EGerx4MXl3Xn+d8m727gVuvJG8POeeC1x2GVBSAkyeDBw7huYnn6SGpKeeSiFvXV3A//4veXCmTydj6ZFHjNuY5iuRGI7jiMm1wgwKz7k+TtYqVD2OAt2vk7VyEqyTPk7Tig0dhmGCT3098PDD1PumoYF67QBknNx0E3DppUBLCxk0Dz1E4WtPP03b3nYbsHUrhaedOEGeHLebDJ233iJj6U9/Av76V+D554Fp02jbNWsMwyZOQtgYhokuvOXScI4Nw4QGNnTCQEICy+wJa2IlpjSpqSHvzB/+QNXR5s+nELNXXwU6OoD//E/g/vsphwegvJzMTOCVV4CjR6k8dUICaZKeTobPyJFUYvqOO4DvfIcqrd13H73+xz8eWHmtpoY6/fX00PvF2BVETK0VRoton/NwXsg7WStv92AidW/GyVo5CdZJH6dpxTk6YaCioiLSQ3AcrImVmNLE5aL8mcREMnCmTKErHHM+zcSJZJykppLBM3s2eYAA4NZbAQAVCQnAqFFkNH30ERUxmDyZDKaLLqJtV60yevaYA9Q/+wxYsYL687z6qv+NNBxMTK0VRoton3O7vjGqvzAQ3DZYTtbKWy5NpNILnayVk2Cd9HGaVlpmlxDiciFEoxCiSQjxQ5vn7xRCfCyE+EAIsUYIMTr4Q41e2traIj0Ex8GaWIk5Terq6Mqmro4eDxZE7nKRh+fRR4EzzgDefhuYMAFtI0YAd99NTUdff52KEnz4ITB3LhU52LSJvDsTJw68UqqvB1auJCNnzpzBryCiMGYk5tYK45Non3O7C3nVXzjYbbCcqpXbTZ9T3esxE6rcHV84VSunwTrp4zStfHp0hBCJAJ4AcCmANgDvCyFeklJ+bNqsHkCtlNIthLgVwGMAvhaKAUcjPT09kR6C42BNrMScJurM3dFBnpo5c4C8PONsX11NhpC68snLI0+O8vy89BJ6LryQbvlu2kQV295/n5qGbtlCZaeXL6f9btxIRtKMGfT6nh7gzjsN4ycvz/s4A22dHkFibq0wPon2OberWKb6C6u/g4VTtXLiocapWjkN1kkfp2ml49E5G0CTlHKrlPIogGcBzDZvIKVcK6VUt0M3AigJ7jAZhokqzF6S5cuBBx+k34Bxtm9sNG5hmrd3ucjQ+fRTIDcXuP12qqx26aUUjiYE8O67wIsvAtnZVKygpYUMIIAMo4ULydipr/edoxMnJakZxmmo/sKqDVasw4cahgk/OobOKACtpsdt/f/zxo0AXrV7QghxsxBikxBik/4Qo5/S0tJID8FxsCZWYkoTc2btnDlk6MyZQ8+ps31VlWGAeGbi1tQAP/gBSgHD8Ckvp+dUgYLsbCo4MGMGPVdRQZXXNm6kKmwff0z7XL588CzfSMWMDIGYWiuMFjzn+jhVKyceapyqldNgnfRxmlY6xQiEzf+k7YZCfANALYAv2T0vpVwKYCkA1NbW2u4jFunq6kJKSkqkh+EoWBMrMaWJ+daly3WyuAAA42y/fj2VoPaWR/PZZ+jq7ETKJ59QMYFbbqHqakePAmPGANu20d+TJwOPP07hbI89Rvk8Lhc1KJ0wgQyeW26JqduoMbVWGC14zvVhrfRhrfRgnfRxmlY6Hp02AGbzrATATs+NhBCXALgXwJVSyt7gDC822L9/f6SH4DhYEysxpYnOrcuaGjJyVq4cGMYGkPfl73/H/vPOo7LTU6cC55wDfP/7ZLRs3gw88wwZSnfdRY9XrKBiBVlZwIUXUujaqlXAT39K1dqcdBt1iMTUWmG04DnXh7XSh7XSg3XSx2la6Xh03gcwTggxBsAXAK4F8HXzBkKIGgC/BXC5lHJv0EfJMEzs4XKRJ+foUQo1Mzf7rKoCrroK6O4GfvITIC2NnqusJOPlL3+h1+7dS9XYtmyham0dHcAFF1AI21tv0etuuMEIm2MYhmEYJm7waehIKfuEEP8XwGsAEgH8j5TyIyHEQwA2SSlfAvBTAOkAlgshAGCHlPLKEI47qsjPz4/0EBwHa2IlLjVpbDSKFGRl0W9VlmjuXORv3kzV1D7+GHjqKXo+JYU8PPPn0+Of/xwoKKCS1NdcQ3+vWUN9ebq6qJjBYFXXopC4XCtxikphGzeO51wX/n7ow1rpwTrp4zSttBqGSilfAfCKx/8eMP19SZDHFVMkJXFfVk9YEytxqYldfVlVqKC+HkmnnkqV11JTgeefJ0Nm2DDy6nz+OVVha2oCpk2jAgUFBVStDaBcneeeA0pKgPPOs29eEaXE5VqJU1SdjgULklBQEOnRRAf8/dCHtdKDddLHaVppNQxlhsauXbsiPQTHwZpYiUtNXC7qdZOaajyeMoU8PYsXY1drK93SPnAAOPts4GtfA266CViwgLZfsQKYOZP+fvppKiv9l78Y+y8upt+LF1PZ6ShrDOqNuFwrcYqq65GTw3OuC38/9GGt9GCd9HGaVmzoMAwTWTxLSwPG1Z3LRQbK3XcD//M/wAsv0P+U9+euu4C5c8lQGj6cihAsWkTG0I4dwG23Ad/+thHmFmMGDxP7KNs/gc/WEcHc4othmOiDD51hID09PdJDcBysiZW41aSmhvrh9PQYVxP9V3fpGRn0ODWV8mwqK+lxfT2wZInxd3U18K1vAdu3A4WFZOjcfz8ZQSpcbdw4YPp0ep/B+upEAXG7VuIYnnN9gqmV3X2YWILXlR6skz5O00pIGZl2NrW1tXLTpvjoG3r8+HEkJiZGehiOgjWxEtearF9vFCGYMuXkv48fP47E3l5g7VrKxbn+ejJ4VIZ2Tw8VI7jsMjKCUlMpFM6ci6P2PX069eOZN4+2i+KcnWCuldraWsTLsdhfnKRNXB8f/CSYWqlDTRQfLgaF15UerJM+odBKCOGWUqYF8lr26ISBbdu2RXoIjoM1sRLXmpgbjJrYtm0bXV1kZVEltcZGekLF89TVARdfTN6dhx4iA8bzaqSqioycGTPoPerqnNee3E/ieq3EKTzn+uhqpROWptMSLJrhdaUH66SP07RiQ4dhmMjj62pCGUJVVQOvTNT27e1Aba3FUILbTeWrV6wAWltj+4qFYUJILOaqxHpYGsMwbOiEBaeV2nMCrIkV1qQf0xWVRZOGBuuVSUUFlZWeMoUKDbz8Mnl/VMzJypXArFkDjaAov2rjtRJ/RHrOo8ko0NXKiyM5roj0uooWWCd9nKYVGzphoLy8PNJDcBysiRXWpB/TFdVJTdT/gIFXJm430NZGhk57O3DffdQg9L77jMD6BQuoKAFgGDcbNtB+NmyISqOH10r8Eek5jyajQFerWA9L0yHS6ypaYJ30cZpWbOiEgdbW1kgPwXGwJlZYk35MV1QnNVH/88yv2bABePZZ4Nprgauvpl472dn0WGUPq+3r64FHHgGWLaMiBopoulXdD6+V+CPScx5NRkGktYomWCs9WCd9nKYVGzphoLe3N9JDcBysiZW40mQwL4rpiuqkJoNdZSUmAhMnUg5OUxNw441UXtpz25oaai66YgUVLVi8mAwnu/LWDieu1goDgOfcH1grfVgrPVgnfZymFRs6DMOEn2B5UerqDIOlqooMmTlz6DllSCmjCqAQtnvvHegZcrnI8FmyJKq8OgzDMAzDDA4bOmGgrKws0kNwHKyJlbjSRDPg36cmZk9PYyP1yWlsHGhIbdgA3H038NRT9Bo7z5AqQV1VNYQPFT7iaq0wAHjO/YG10oe10oN10sdpWrGhEwYOHjwY6SE4DtbESlxpohnw75cmZuPJXI56yxbgwAEydMzFBzo6DK+P2UiKAuJqrTAAeM51ML7arJUuvK70YJ30cZpWbOiEAadNuhNgTaywJlb80sRsPKm/GxuBVauoqShAeTjK27N8OfDww1ScoKoqekpKgddKPMJz7hv11d67l7XShdeVHqyTPk7TylnFrhmGYYKJKi+9ezewbp3xP+XtAajPzqRJZBh5onrxKANI/R0NpacYJs5QX+1gfj3NhwD+2jNM9MEenTBQUFAQ6SE4DtbECmtixW9NPKu5Kc9OVhaQkUFFB1wuumppbKTCBQsWeG8mas71cVAZal4r8QfPuW/U172wMHhaOehrHxJ4XenBOunjNK3Y0AkDQohID8FxsCZWWBMrfmnidlMY2iOPGFclymiprjaqswHG1UtDg/0+Hn7YuI3rmffjgPA2XivxB8+5PsHUykFf+5DA60oP1kkfp2nFhk4Y2LNnT6SH4DhYEyusiRW/NKmvpx45M2cODDVbvJi8N+biB+rqBTCaiCoPzsqVwKxZ1oajDuqYyGsl/uA51yeYWjnoax8SeF3pwTrp4zStOEeHYZjYoKaGeuSYg+k9m4F6Xq2MGweceirw4ouUp2PuxROrVzYMwzAMEyewRycMZGRkRHoIjoM1scKaWPFLE7tbr6oZ6M9/bnhtACozPX8+8MILwMcfA7NnG3k7UVBmmtdK/MFzrg9rpQ9rpQfrpI/TtGJDJwzk5OREegiOgzWxwppYCYomVVXkufnd78jAURw/Dhw9Ctx1FzB3LhlF3hqHehY5iDC8VgLnZz/7GYQQ6OjoiPRQ/ILnXB/WSh/WSg/WSR+nacWGThhoaWmJ9BAcB2tihTWx4lMTHQOksRF47z0KX1PU1QE33ACsWQN89tnAbZVHx7zvDRuAu++mpqMOMHZ4rQRGa2srXn/9dcd17taB51wf1kof1koP1kkfp2nFhg7DMNGLTu3Xmhrgxz8GHn+cDBxVdGDOHApZW7GCHrvdZAzNm0ceHXP1NQDo7gaefTZ268zGAXfccQcee+wxx1UFYhiGYUIDFyMIA8nJyZEeguNgTaywJlZ8aqJT+9XlAqZONR6vX08GzKxZZOxMmkSvr68Hliyh/TU2Dqy+BpChpN4zwvBa8Z+XXnoJo0aNQnV19aDbLV26FEuXLgVA1YOampoAALm5uUhJScHOnTsBAGlpaSgsLERzczMAICEhARUVFWhra0NPv/ewtLQUXV1d2L9/PwAgPz8fSUlJ2LVrFwAgPT0d+fn52LZtGwAgKSkJ5eXlaG1tRW9vLwCgrKwMBw8exNGjR9HU1ISCggIIIU5WNsrIyEBOTs7Ju6jJyckYPXo0tm/fjmPHjgEAysvL0dnZiUOHDgEARo4cCSkl9u7dCwDIzMxEZmYmduzYAQBISUlBaWkpWlpa0NfXBwAYM2YM2tvb0dXVBQAoKipCX18f2tvbAQDZ2dlIT09Ha2srACA1NRUlJSXYunUrTpw4AQAYO3Ysdu/eje7ubgBAcXExent7sW/fPgAU8uJyudDW1gYAcLlcKC4uRnNzM6SUEEJg7Nix2LlzJ9z9ntWSkhK43W50dnaenKeEhIST8xbueVJd4aNlntTrIjFPkfw++TtPfX19J9dUvH2f/J2nxMRE7Nu3L6jzNBSElHLIOwmE2tpauWnTpoi8N8MwcUZHB7B8uVFNbdkyMmTuvJOKFZjLUVdVUX+dnh56rq5u8ApsUd46vba2FrFyLL7kkkuwe/duy/8ffvhhPPLII1i1ahUyMzNRXl6OTZs2IS8vb9D9xZI2DMMw0YoQwi2lTAvktRy6Fga2b98e6SE4DtbECmtiJWiaLF8OPPgg/Xa5qPjAggX0nAp9U1XbGhqAhQupGtvChQMLGLjdlNezZo2RqxOB1um8VuxZvXo1tmzZYvmpqKjAtm3bUF1djfLycrS1teHMM8+0NYqcCs+5PqyVPqyVHqyTPk7TikPXwoBySzMGrIkV1sRK0DSZM2fgb2XUuN0DPTrGGwPvvENV2czU15PxA5BxM2VKRFqn81rxj9NPP/1kWAkAbY+Ok+A514e10oe10oN10sdpWrGhwzBM7JOXB9x6q/X/yuAxU1cHXHABhbfNnUuPFTU1wKJFxt+e+4jyMDaGYRiGiSU4RycM9PX1ISmJbUozrIkV1sRKxDQx5/T4c9d//Xry9MyfbzWggkgwdeE8FO84SRs+PujDWunDWunBOukTCq04R8fhqOoVjAFrYoU1sRIxTZQHSBk5ug1DPcPYQtRolNdK/MFzrg9rpQ9rpQfrpI/TtGJDJwyoEoSMAWtihTWx4hhNdAsOqDA2FbYWokIFjtGFCRs85/qwVvqwVnqwTvo4TSs2dBiGYXwRaMGBCBQqYBiGYRiG4IDDMDBy5MhID8FxsCZWWBMrjtHErmhBKF/nA8fowoQNnnN9WCt9WCs9WCd9nKYVe3TCQKQKPjgZ1sQKa2LFMZqEKNcmUByjCxM2eM71Ya30Ya30YJ30cZpWbOiEAXP/BoZgTaywJlYco4lnro03wydMBpFjdGHCBs+5PqyVPqyVHqyTPk7Tig0dhmEYX6hcm6oqMmQ2bLAvMhCi4gMMwzAMw/gPGzphIDMzM9JDcBysiRXWxIpjNFG5No2NZMgAAw0f5cEJU/EBx+jChA2ec31YK31YKz1YJ32cphUbOmHAaZPuBFgTK6yJFcdpogyZurqBho/y4HiWlw4RjtOFCTk85/qwVvqwVnqwTvo4TSs2dMLAjh07Ij0Ex8GaWGFNrDhOE09DxpcHJ0Q5O47ThQk5POf6sFb6sFZ6sE76OE2roBo6Qoi7hRBSCJEXzP0yDMM4El8eHM7ZYRiGYZiIETRDRwhRCuBSAM4y5RxASkpKpIfgOFgTK6yJlajXpKYGmDcP6OkJqlcn6nVh/IbnXB/WSh/WSg/WSR+naRVMj87jAH4AwFkFtB1AaWlppIfgOFgTK6yJlajXxOUCUlOBJUuC6tWJel0Yv+E514e10oe10oN10sdpWiUFYydCiCsBfCGlbBBCDLbdzQBuBoCSkhI0NTUBAHJzc5GSkoKdO3cCANLS0lBYWIjm5mYAQEJCAioqKtDW1oaenh4AJGRXVxf2798PAMjPz0dSUhJ27doFAEhPT0d+fj62bdtGHzQpCeXl5WhtbUVvby8AoKysDAcPHsTBgwcBAAUFBRBCYM+ePQCAjIwM5OTkoKWlBQCQnJyM0aNHY/v27Th27BgAoLy8HJ2dnTh06BAA6ggrpTxZRzwzMxOHDx/GiRMnAJClW1paipaWFvT19QEAxowZg/b2dnR1dQEAioqK0NfXh/b2dgBAdnY20tPT0draCgBITU1FSUkJtm7denK/Y8eOxe7du9Hd3Q0AKC4uRm9vL/bt2wcAyMnJgcvlQltbGwDA5XKhuLgYzc3NkFJCCIGxY8di586dcPffeS4pKYHb7UZnZ2fQ52n79u0YNmyYo+YpMzPzZGxpJObp6NGjKCwsdNQ8Rfr7pPbjpHkC/Pw+5ecDDz2EkvJyuDs7gzJPe/bswbBhw4IyT0x00NLSgvLy8kgPIypgrfRhrfRgnfRxmlZCt4OpEGI1gEKbp+4FsADANCnlQSFEC4BaKWXHYPurra2VmzZt8nO40UlTUxMqKysjPQxHwZpYYU2ssCb2BFOX2tpaxMux2F+cpA1/F/RhrfRhrfRgnfQJhVZCCLeUMi2Q12p7Q7X4RAAADC1JREFUdKSUl3h589MBjAGgvDklADYLIc6WUu4OZFAMwzAMwzAMwzBDYciha1LKDwEUqMe6Hp14YsyYMZEeguNgTaywJlZYE3tYl/iD51wf1kof1koP1kkfp2nFfXTCgMoNYAxYEyusiRXWxB7WJf7gOdeHtdKHtdKDddLHaVoFpRiBGSllebD3Ge2opGjGgDWxwppYYU3sYV3iD55zfVgrfVgrPVgnfZymFXt0GIZhGIZhGIaJOdjQCQNFRUWRHoLjYE2ssCZWWBN7WJf4g+dcH9ZKH9ZKD9ZJH6dpxYZOGFD9PRgD1sQKa2IlZjRxu4H16+l3EIgZXRhteM71Ya30Ya30YJ30cZpWbOiEAaclZjkB1sQKa2IlZjSprwcWL6bfQSBmdGG04TnXh7XSh7XSg3XSx2lasaHDMAwTStxuoKcHmDcPqKmJ9GgYhmEYJm5gQycMZGdnR3oIjoM1scKaWIkJTerrgSVLgNRUwOUKyi5jQhfGL3jO9WGt9GGt9GCd9HGaVmzohIH09PRID8FxsCZWWBMrMaFJTQ0wf35QvTkxoQvjFzzn+rBW+rBWerBO+jhNKzZ0wkBra2ukh+A4WBMrrImVmNDE5QKmTAmaNweIEV0Yv+A514e10oe10oN10sdpWrGhwzAMwzAMwzBMzMGGThhITU2N9BAcB2tihTWxwprYw7rEHzzn+rBW+rBWerBO+jhNKzZ0wkBJSUmkh+A4WBMrrIkV1sQe1iX+4DnXh7XSh7XSg3XSx2lasaETBrZu3RrpITgO1sQKa2KFNbGHdYk/eM71Ya30Ya30YJ30cZpWbOiEgRMnTkR6CI6DNbHCmlhhTexhXeIPnnN9WCt9WCs9WCd9nKYVGzoMwzAMwzAMw8QcQkoZkTeura2VmzZtish7hxspJYQQkR6Go2BNrLAmVlgTe4KpS21tLeLlWOwvTtKGvwv6sFb6sFZ6sE76hEIrIYRbSpkWyGvZoxMGdu/eHekhOA7WxAprYoU1sYd1iT94zvVhrfRhrfRgnfRxmlZs6ISB7u7uSA/BcbAmVlgTK6yJPaxL/MFzrg9rpQ9rpQfrpI/TtGJDh2EYhmEYhmGYmIMNnTBQXFwc6SE4DtbECmtihTWxh3WJP3jO9WGt9GGt9GCd9HGaVlqGjhDiciFEoxCiSQjxQ5vnU4QQf+1//l0hRHmwBxrN9Pb2RnoIjoM1scKaWGFN7GFd4g+ec31YK31YKz1YJ32cppVPQ0cIkQjgCQDTAUwAcJ0QYoLHZjcC2C+lrATwOIDFwR5oNLNv375ID8FxsCZWWBMrrIk9rEv8wXOuD2ulD2ulB+ukj9O00vHonA2gSUq5VUp5FMCzAGZ7bDMbwLL+v58DMFVwHT6GYRiGYRiGYSJEksY2owC0mh63ATjH2zZSyj4hxEEAuQA6zBsJIW4GcLPpsTuAMUcjSQD6Ij0IhxFuTaJhDqJhjOEmmjUJ5diDue9hQoiGIO0r1qgWQhyN9CD68TXn0fxdCTashT6BahVvGsfb5x0KodBqeKAv1DF07Dwznl1GdbaBlHIpgKUAIITYJKWs1Xj/qCeePqsu4dYkGuYgGsYYbqJZk1COPZp1YQLD15zzmjBgLfQJVKt40zjePu9QCIVWQoiAOzfrhK61ASg1PS4BsNPbNkKIJACZADoDHRTDMAzDMAzDMMxQ0DF03gcwTggxRggxDMC1AF7y2OYlAHP7//4qgDeklBaPDsMwDMMwDMMwTDjwGbrWn3PzfwG8BiARwP9IKT8SQjwEYJOU8iUATwP4oxCiCeTJuVbjvZcOYdzRRjx9Vl3CrUk0zEE0jDHcRLMmoRx7NOvCBIavOec1YcBa6BOoVvGmcbx93qEQCq0C3qdgxwvDMAzDMAzDMLGGVsNQhmEYhmEYhmGYaIINHYZhGIZhGIZhYo6QGzpCiMuFEI1CiCYhxA9tnk8RQvy1//l3hRDloR5TpBBC3C2EkEKIvEiPxQkIIX4qhPhUCPGBEOIFIURWEPbpa73dKYT4uP891wghRg/1PYOBr3HHG0KIUiHEWiHEJ0KIj4QQ8yI9Jjt0500I8dX+7/6QS24KIRKFEPVCiJVD3RcTXZjWW4e3c4kQ4t/6j3EfCSH+HIlxRppQnFtiDT+OXb7OqWX9x+r6fr2vCO3Iw0u0nIucRKDnKCHE/wgh9gohtnh5XgghftW/Fj8QQpyps9+QGjpCiEQATwCYDmACgOuEEBM8NrsRwH4pZSWAxwEsDuWYIoUQohTApQB2RHosDuJ1ABOllJMAfAbgnqHsTHO91QOo7X/P5wA8NpT3DAaa4443+gDcJaU8FcC5AG5zmia68yaEGAHgdgDvBumt5wH4JEj7YqIE03r7DoDNAI4BGO+xzTjQcXSKlPI0AP8R7nE6hKCeW2INP45dOtvdB+D/SSlrQIWongzl2COA489FDiTQc9TvAVw+yPPTAYzr/7kZwK91dhpqj87ZAJqklFullEcBPAtgtsc2swEs6//7OQBThRB2DUijnccB/AA2jVTjFSnlKiml6p67EdSjaSj4XG9SyrVSSncQ3zMY6HxP4gop5S4p5eb+vw+DDpqjIjsqC7rz9iOQQd0z1DcUQpQAmAHgv4e6LybqOBtAE4A7AHwfQDfoxG/mJgBPSCn3A4CUcm9YR+gQQnBuiTV0j10620kAGf1/Z8LaZzGqiZJzkWMYyjlKSvkWBu/BORvAHySxEUCWEKLI135DbeiMAtBqetwG6wI5uU3/gekggNwQjyusCCGuBPCFlLIh0mNxMN8B8OoQ96Gz3szcGIT3DAb+jjuu6A9nrUHwPCLBwue8CSFqAJRKKYMVZvZL0A2TE0HaHxM9jAIgYJxL+gB4nuTHAxgvhFgvhNgohBjs7mi8EIxzS6yhe87R2e5BAN8QQrQBeAXA94I3TGfh4HORkwjlOSqgayWffXSGiJ1nxtOjobON4xFCrAZQaPPUvQAWAJgW3hE5g8F0kVK+2L/NvaCT9jNDfTub/9muJSHENwDUAvjSEN8zGMTEdyAUCCHSAfwNwH9IKQ9FejweDDpvQogEkCf3W0F5MyFmAtgrpfynEOKiYOyTcR6DHDNfBnAGgDmm/3keJ5JAYR0XgbwYbwshJkopD4RgqBElzOeWWEP3nKOz3XUAfi+l/LkQog7UU3GilDKmbsY4/FzkCMJwjgroWinUhk4b/n979w8aRRDFcfz70GgKtdATLCJoYSFqYWOTQsEgonKdEFAxYiNoI2IjiGBrY2EREAVFsRAsgijBJp1BgxjUQMB/SAobSwX/8SxmDmK8xPVu72ad/D4wsHdZdt/uTfbtu9ndg/WzXvfx57BmY54ZM1tKGPpcaOiqktx9oNn7ZrYN2AhMxivy+oBnZrbD3T92McQk5tsvDWZ2FDgA7Pb2f9SpSH/DzAYIBehOd//a5jrLUCjuxcbMegiJ5ba730sdTxN/+9xWAluBsfi/vw4YMbO6u0+0sL5+oB5v9u0FVpnZLXc/3FL0UkkL5JJDhPzYyCWrgYNmdn5WLpkBxt39O/DOzKYJhc/TzkfeXV3OLbkpmnOKzHeceF+Fuz82s16gBmRz2eR/kIuqotM5qrVzJXfvWCMUUm8JJ/rLgElgy5x5TgLDcXqQcFNbR+NK2YD3QC11HFVohIPjFLC2pOUV6W/bgTfAptTb/y9xL7ZG+ObmJnA5dSxlfW7AGOFBGGWsexdwP/U+UOtea9LfvhEeOjB7nr3AjThdI1zmsSZ17An2Vam5JbdW9NhVMKc+BIbi9OZ44mmpt7HEfVX5XFTF1mqOAjYAL+f52/7Y34zwYIgnRZbZ0REdd/9hZqeAUWAJcN3dX5nZRWDC3UeAa4ShzteEkZzBTsYklXIFWA48it9Qjrv7iVYXVrC/XQJWAHfjOj+4e73N7WjLfHGnjKkC+oEjwAszex7fO+fuDxLG9JuC/U2kFE3622dgek5/GwX2mNkU8BM46+6fkgWdTqm5JTdFc07BY9wZ4KqZnSZcRjTk8aw0E5XPRbkwszuEAqkW7/m6APQAuPsw4R6wfYSHsnwBjhVabl79UUREREREpAs/GCoiIiIiItJtKnRERERERCQ7KnRERERERCQ7KnRERERERCQ7KnRERERERCQ7KnRERERERCQ7KnRERERERCQ7vwDJZdl0npngoAAAAABJRU5ErkJggg==\n", 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", 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" ] @@ -3445,12 +1142,12 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -3596,7 +1293,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.12.0" }, "toc": { "base_numbering": 1, diff --git a/notebooks/Chapter 2 - Basic Matrix Algebra.ipynb b/notebooks/Chapter 2 - Basic Matrix Algebra.ipynb index 6be1f5c..bb8871a 100644 --- a/notebooks/Chapter 2 - Basic Matrix Algebra.ipynb +++ b/notebooks/Chapter 2 - Basic Matrix Algebra.ipynb @@ -2,21 +2,18 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 52, "metadata": {}, "outputs": [], "source": [ - "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "from mpl_toolkits.mplot3d import Axes3D\n", - "import scipy as sp\n", "import sympy as sy\n", "sy.init_printing() " ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 53, "metadata": {}, "outputs": [], "source": [ @@ -26,7 +23,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 54, "metadata": {}, "outputs": [], "source": [ @@ -36,7 +33,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 55, "metadata": {}, "outputs": [], "source": [ @@ -75,12 +72,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Note that we need to differentiate two kinds of multiplication, **Hadamard multiplication** (element-wise multiplication) and **matrix multiplication**: " + "Note that we need to differentiate between two types of multiplication: _Hadamard multiplication_, denoted as $A \\odot B$ (element-wise multiplication), and _matrix multiplication_, denoted simply as $AB$." ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 56, "metadata": {}, "outputs": [], "source": [ @@ -90,7 +87,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 57, "metadata": {}, "outputs": [ { @@ -100,7 +97,7 @@ " [21, 32]])" ] }, - "execution_count": 6, + "execution_count": 57, "metadata": {}, "output_type": "execute_result" } @@ -111,7 +108,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 58, "metadata": {}, "outputs": [ { @@ -121,7 +118,7 @@ " [43, 50]])" ] }, - "execution_count": 7, + "execution_count": 58, "metadata": {}, "output_type": "execute_result" } @@ -134,12 +131,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We show explicitly the matrix multiplication rule:" + "Let's show explicitly the matrix multiplication rule for each element:" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 59, "metadata": {}, "outputs": [ { @@ -148,7 +145,7 @@ "19" ] }, - "execution_count": 8, + "execution_count": 59, "metadata": {}, "output_type": "execute_result" }, @@ -158,7 +155,7 @@ "43" ] }, - "execution_count": 8, + "execution_count": 59, "metadata": {}, "output_type": "execute_result" }, @@ -168,7 +165,7 @@ "22" ] }, - "execution_count": 8, + "execution_count": 59, "metadata": {}, "output_type": "execute_result" }, @@ -178,16 +175,16 @@ "50" ] }, - "execution_count": 8, + "execution_count": 59, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "np.sum(A[0,:]*B[:,0]) # (1, 1)\n", - "np.sum(A[1,:]*B[:,0]) # (2, 1)\n", - "np.sum(A[0,:]*B[:,1]) # (1, 2)\n", - "np.sum(A[1,:]*B[:,1]) # (2, 2)" + "np.sum(A[0,:]*B[:,0]) # element at (1, 1)\n", + "np.sum(A[1,:]*B[:,0]) # element at (2, 1)\n", + "np.sum(A[0,:]*B[:,1]) # element at (1, 2)\n", + "np.sum(A[1,:]*B[:,1]) # element at (2, 2)" ] }, { @@ -201,12 +198,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let's define all the letters as symbols in case we might use them repetitively." + "Let's define all the letters as symbols in case we need to use them repeatedly. With this library, we can perform computations analytically, making it a valuable tool for learning linear algebra." ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 60, "metadata": {}, "outputs": [], "source": [ @@ -215,7 +212,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 61, "metadata": {}, "outputs": [ { @@ -229,7 +226,7 @@ "⎣2⋅d 2⋅e 2⋅f⎦" ] }, - "execution_count": 10, + "execution_count": 61, "metadata": {}, "output_type": "execute_result" }, @@ -244,7 +241,7 @@ "⎣0 0 0⎦" ] }, - "execution_count": 10, + "execution_count": 61, "metadata": {}, "output_type": "execute_result" } @@ -257,7 +254,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 62, "metadata": {}, "outputs": [ { @@ -271,7 +268,7 @@ "⎣d + j e + k f + l⎦" ] }, - "execution_count": 11, + "execution_count": 62, "metadata": {}, "output_type": "execute_result" }, @@ -286,7 +283,7 @@ "⎣d - j e - k f - l⎦" ] }, - "execution_count": 11, + "execution_count": 62, "metadata": {}, "output_type": "execute_result" } @@ -313,7 +310,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 63, "metadata": {}, "outputs": [ { @@ -327,7 +324,7 @@ "⎣d e f⎦" ] }, - "execution_count": 12, + "execution_count": 63, "metadata": {}, "output_type": "execute_result" }, @@ -344,7 +341,7 @@ "⎣m n o⎦" ] }, - "execution_count": 12, + "execution_count": 63, "metadata": {}, "output_type": "execute_result" } @@ -358,7 +355,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 64, "metadata": {}, "outputs": [ { @@ -372,7 +369,7 @@ "⎣d⋅g + e⋅j + f⋅m d⋅h + e⋅k + f⋅n d⋅i + e⋅l + f⋅o⎦" ] }, - "execution_count": 13, + "execution_count": 64, "metadata": {}, "output_type": "execute_result" } @@ -392,12 +389,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The matrix multiplication usually do not commute, such that ${AB} \\neq {BA}$. For instance, consider $ A$ and $ B$:" + "Matrix multiplication usually does not commute, meaning ${AB} \\neq {BA}$. For instance, consider matrices $A$ and $B$:" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 65, "metadata": {}, "outputs": [ { @@ -411,7 +408,7 @@ "⎣51 29⎦" ] }, - "execution_count": 14, + "execution_count": 65, "metadata": {}, "output_type": "execute_result" }, @@ -426,7 +423,7 @@ "⎣13 16⎦" ] }, - "execution_count": 14, + "execution_count": 65, "metadata": {}, "output_type": "execute_result" } @@ -442,12 +439,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "How do we find a commutable matrix?" + "How do we find a commutable matrix? Let's try find out analytically" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 66, "metadata": {}, "outputs": [ { @@ -461,7 +458,7 @@ "⎣c⋅e + d⋅g c⋅f + d⋅h⎦" ] }, - "execution_count": 15, + "execution_count": 66, "metadata": {}, "output_type": "execute_result" }, @@ -476,7 +473,7 @@ "⎣a⋅g + c⋅h b⋅g + d⋅h⎦" ] }, - "execution_count": 15, + "execution_count": 66, "metadata": {}, "output_type": "execute_result" } @@ -497,7 +494,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 67, "metadata": {}, "outputs": [ { @@ -511,7 +508,7 @@ "⎣-a⋅g + c⋅e - c⋅h + d⋅g -b⋅g + c⋅f ⎦" ] }, - "execution_count": 16, + "execution_count": 67, "metadata": {}, "output_type": "execute_result" } @@ -524,83 +521,105 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "That means\n", + "That gives us a system of linear equations\n", + "$$\n", "\\begin{align}\n", "b g - c f&=0 \\\\\n", " a f - b e + b h - d f&=0\\\\\n", "- a g + c e - c h + d g&=0 \\\\\n", "- b g + c f&=0\n", - "\\end{align}" + "\\end{align}\n", + "$$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "If we treat $a, b, c, d$ as coefficients of the system, we and extract an augmented matrix" + "To solve it, we can use the Gauss-Jordan elimination method. If we treat $a, b, c, d$ as coefficients of the system, we can extract an augmented matrix.\n", + "$$\n", + "\\begin{align*}\n", + "b g-c f=0 \\quad &\\Rightarrow-c f+b g+0 e+0 h=0\\\\\n", + "a f-b e+b h-d f=0 \\quad &\\Rightarrow(a-d) f+0 g-b e+b h=0\\\\\n", + "-a g+c e-c h+d g=0 \\quad &\\Rightarrow 0 f+(d-a) g+c e-c h=0\\\\\n", + "-b g+c f=0 \\quad &\\Rightarrow c f-b g+0 e+0 h=0\n", + "\\end{align*}\n", + "$$\n", + "\n", + "So the augmented matrix takes the form\n", + "$$\n", + "\\begin{equation}\n", + "\\left[\\begin{array}{cccc:c}\n", + "-c & b & 0 & 0 & 0 \\\\\n", + "a-d & 0 & -b & b & 0 \\\\\n", + "0 & d-a & c & -c & 0 \\\\\n", + "c & -b & 0 & 0 & 0\n", + "\\end{array}\\right]\n", + "\\end{equation}\n", + "$$" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 100, "metadata": {}, "outputs": [ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}0 & - c & b & 0\\\\- b & a - d & 0 & b\\\\c & 0 & - a + d & - c\\\\0 & c & - b & 0\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}- c & b & 0 & 0\\\\a - d & 0 & - b & b\\\\0 & - a + d & c & - c\\\\c & - b & 0 & 0\\end{matrix}\\right]$" ], "text/plain": [ - "⎡0 -c b 0 ⎤\n", + "⎡ -c b 0 0 ⎤\n", "⎢ ⎥\n", - "⎢-b a - d 0 b ⎥\n", + "⎢a - d 0 -b b ⎥\n", "⎢ ⎥\n", - "⎢c 0 -a + d -c⎥\n", + "⎢ 0 -a + d c -c⎥\n", "⎢ ⎥\n", - "⎣0 c -b 0 ⎦" + "⎣ c -b 0 0 ⎦" ] }, - "execution_count": 17, + "execution_count": 100, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "A_aug = sy.Matrix([[0, -c, b, 0], [-b, a-d, 0, b], [c, 0, d -a, -c], [0, c, -b, 0]]); A_aug" + "A_aug = sy.Matrix([[-c, b, 0, 0], [a-d,0, -b, b], [0, d-a, c, -c], [c, -b, 0, 0]]); A_aug" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Perform **Gaussian-Jordon** elimination till row reduced formed." + "Perform _Gaussian-Jordon_ elimination till row reduced formed." ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 101, "metadata": {}, "outputs": [ { "data": { "text/latex": [ - "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & - \\frac{a}{c} + \\frac{d}{c} & -1\\\\0 & 1 & - \\frac{b}{c} & 0\\\\0 & 0 & 0 & 0\\\\0 & 0 & 0 & 0\\end{matrix}\\right], \\ \\left( 0, \\ 1\\right)\\right)$" + "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & - \\frac{b}{a - d} & \\frac{b}{a - d}\\\\0 & 1 & \\frac{b c}{- a b + b d} & \\frac{c}{a - d}\\\\0 & 0 & 0 & 0\\\\0 & 0 & 0 & 0\\end{matrix}\\right], \\ \\left( 0, \\ 1\\right)\\right)$" ], "text/plain": [ - "⎛⎡ a d ⎤ ⎞\n", - "⎜⎢1 0 - ─ + ─ -1⎥ ⎟\n", - "⎜⎢ c c ⎥ ⎟\n", - "⎜⎢ ⎥ ⎟\n", - "⎜⎢ -b ⎥ ⎟\n", - "⎜⎢0 1 ─── 0 ⎥, (0, 1)⎟\n", - "⎜⎢ c ⎥ ⎟\n", - "⎜⎢ ⎥ ⎟\n", - "⎜⎢0 0 0 0 ⎥ ⎟\n", - "⎜⎢ ⎥ ⎟\n", - "⎝⎣0 0 0 0 ⎦ ⎠" + "⎛⎡ -b b ⎤ ⎞\n", + "⎜⎢1 0 ───── ─────⎥ ⎟\n", + "⎜⎢ a - d a - d⎥ ⎟\n", + "⎜⎢ ⎥ ⎟\n", + "⎜⎢ b⋅c c ⎥ ⎟\n", + "⎜⎢0 1 ────────── ─────⎥, (0, 1)⎟\n", + "⎜⎢ -a⋅b + b⋅d a - d⎥ ⎟\n", + "⎜⎢ ⎥ ⎟\n", + "⎜⎢0 0 0 0 ⎥ ⎟\n", + "⎜⎢ ⎥ ⎟\n", + "⎝⎣0 0 0 0 ⎦ ⎠" ] }, - "execution_count": 18, + "execution_count": 101, "metadata": {}, "output_type": "execute_result" } @@ -614,109 +633,107 @@ "metadata": {}, "source": [ "The general solution is \n", - "\\begin{align}\n", - "e - \\frac{a-d}cg - h &=0\\\\\n", - "f - \\frac{b}{c} & =0\\\\\n", - "g &= free\\\\\n", - "h & =free\n", - "\\end{align}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "if we set coefficients $a = 10, b = 12, c = 20, d = 8$, or $ A = \\left[\\begin{matrix}10 & 12\\\\20 & 8\\end{matrix}\\right]$ then general solution becomes\n", - "\n", - "\n", - "\\begin{align}\n", - "e - .1g - h &=0\\\\\n", - "f - .6 & =0\\\\\n", - "g &= free\\\\\n", - "h & =free\n", - "\\end{align}\n", - "Then try a special solution when $g = h = 1$\n", - "\\begin{align}\n", - "e &=1.1\\\\\n", - "f & =.6\\\\\n", - "g &=1 \\\\\n", - "h & =1\n", - "\\end{align}\n", - "And this is a **commutable matrix of $A$**, we denote $ C$." + "$$\n", + "\\begin{equation}\n", + "\\left(\\begin{array}{l}\n", + "e \\\\\n", + "f \\\\\n", + "g \\\\\n", + "h\n", + "\\end{array}\\right)=c_1\\left(\\begin{array}{c}\n", + "\\frac{b}{a-d} \\\\\n", + "\\frac{b c}{a b-b d} \\\\\n", + "1 \\\\\n", + "0\n", + "\\end{array}\\right)+c_2\\left(\\begin{array}{c}\n", + "-\\frac{b}{a-d} \\\\\n", + "-\\frac{c}{a-d} \\\\\n", + "0 \\\\\n", + "1\n", + "\\end{array}\\right)\n", + "\\end{equation}\n", + "$$" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 110, "metadata": {}, "outputs": [ { - "data": { - "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}1.1 & 0.6\\\\1 & 1\\end{matrix}\\right]$" - ], - "text/plain": [ - "⎡1.1 0.6⎤\n", - "⎢ ⎥\n", - "⎣ 1 1 ⎦" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "Solution for B elements:\n", + "e: h + g*(a - d)/c\n", + "f: b*g/c\n", + "\n", + "Parameterized solution in LaTeX format:\n", + "e: c_{2} + \\frac{c_{1} \\left(a - d\\right)}{c}\n", + "f: \\frac{b c_{1}}{c}\n", + "g: c_{1}\n", + "h: c_{2}\n" + ] } ], "source": [ - "C = sy.Matrix([[1.1, .6], [1, 1]]);C" + "import sympy as sp\n", + "\n", + "# Define symbolic entries for A (2x2 matrix)\n", + "a, b, c, d = sp.symbols('a b c d')\n", + "\n", + "# Define symbolic entries for B (2x2 matrix)\n", + "e, f, g, h = sp.symbols('e f g h')\n", + "\n", + "# Define matrices A and B\n", + "A = sp.Matrix([[a, b], [c, d]])\n", + "B = sp.Matrix([[e, f], [g, h]])\n", + "\n", + "# Compute AB and BA\n", + "AB = A * B\n", + "BA = B * A\n", + "\n", + "# Set up equations AB = BA\n", + "equations = [\n", + " sp.Eq(AB[i, j], BA[i, j]) for i in range(2) for j in range(2)\n", + "]\n", + "\n", + "# Solve the system of equations\n", + "solution = sp.solve(equations, (e, f, g, h))\n", + "\n", + "# Print the general solutions\n", + "print(\"Solution for B elements:\")\n", + "for sol in solution:\n", + " print(f\"{sol}: {solution[sol]}\")\n", + "\n", + "# To express the solution in a parameterized form, let's substitute specific values\n", + "# Define parameters c1 and c2\n", + "c1, c2 = sp.symbols('c1 c2')\n", + "\n", + "# Define the parameterized solution\n", + "parametric_solution = {\n", + " e: solution[e].subs({g: c1, h: c2}),\n", + " f: solution[f].subs({g: c1, h: c2}),\n", + " g: c1,\n", + " h: c2\n", + "}\n", + "\n", + "# Print the parameterized solution in LaTeX format\n", + "print(\"\\nParameterized solution in LaTeX format:\")\n", + "for sol in parametric_solution:\n", + " print(f\"{sp.latex(sol)}: {sp.latex(parametric_solution[sol])}\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Now we can see that ${AC}={CA}$." - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}23.0 & 18.0\\\\30.0 & 20.0\\end{matrix}\\right]$" - ], - "text/plain": [ - "⎡23.0 18.0⎤\n", - "⎢ ⎥\n", - "⎣30.0 20.0⎦" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}23.0 & 18.0\\\\30 & 20\\end{matrix}\\right]$" - ], - "text/plain": [ - "⎡23.0 18.0⎤\n", - "⎢ ⎥\n", - "⎣ 30 20 ⎦" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "A = sy.Matrix([[10, 12], [20, 8]])\n", - "A*C\n", - "C*A" + "$$\n", + "e: c_{2} + \\frac{c_{1} \\left(a - d\\right)}{c}\\\\\n", + "f: \\frac{b c_{1}}{c}\\\\\n", + "g: c_{1}\\\\\n", + "h: c_{2}\\\\\n", + "$$" ] }, { @@ -735,41 +752,7 @@ }, { "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([[1, 2, 3],\n", - " [4, 5, 6]])" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": [ - "array([[1, 4],\n", - " [2, 5],\n", - " [3, 6]])" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "A = np.array([[1, 2, 3], [4, 5, 6]]); A\n", - "A.T # transpose" - ] - }, - { - "cell_type": "code", - "execution_count": 22, + "execution_count": 73, "metadata": {}, "outputs": [ { @@ -783,7 +766,7 @@ "⎣4 5 6⎦" ] }, - "execution_count": 22, + "execution_count": 73, "metadata": {}, "output_type": "execute_result" }, @@ -800,7 +783,7 @@ "⎣3 6⎦" ] }, - "execution_count": 22, + "execution_count": 73, "metadata": {}, "output_type": "execute_result" } @@ -825,7 +808,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 111, "metadata": {}, "outputs": [ { @@ -841,7 +824,7 @@ "⎣a⋅i + b⋅l c⋅i + d⋅l e⋅i + f⋅l⎦" ] }, - "execution_count": 23, + "execution_count": 111, "metadata": {}, "output_type": "execute_result" } @@ -850,19 +833,19 @@ "A = sy.Matrix([[a, b], [c, d], [e, f]])\n", "B = sy.Matrix([[g, h, i], [j, k, l]])\n", "AB = A*B\n", - "AB_tr = AB.transpose(); AB_tr" + "AB_t = AB.transpose(); AB_t" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Transpose each of them, then multiply, that means $B^TA^T$" + "Transpose $A$ and $B$, then multiply, meaning $B^TA^T$" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 112, "metadata": {}, "outputs": [ { @@ -878,48 +861,41 @@ "⎣a⋅i + b⋅l c⋅i + d⋅l e⋅i + f⋅l⎦" ] }, - "execution_count": 24, + "execution_count": 112, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "B_tr_A_tr = B.transpose()*A.transpose()\n", - "B_tr_A_tr" + "B_t_A_t = B.transpose()*A.transpose()\n", + "B_t_A_t" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "To see if they are equal" + "Check if they are equal" ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 114, "metadata": {}, "outputs": [ { "data": { - "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}0 & 0 & 0\\\\0 & 0 & 0\\\\0 & 0 & 0\\end{matrix}\\right]$" - ], "text/plain": [ - "⎡0 0 0⎤\n", - "⎢ ⎥\n", - "⎢0 0 0⎥\n", - "⎢ ⎥\n", - "⎣0 0 0⎦" + "True" ] }, - "execution_count": 25, + "execution_count": 114, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "AB_tr - B_tr_A_tr" + "AB_t == B_t_A_t" ] }, { @@ -933,12 +909,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "This is an identity matrix $I_5$" + "This is an identity matrix $I_5$, only $1$'s on principal diagonal, all rest elements are $0$'s." ] }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 117, "metadata": {}, "outputs": [ { @@ -958,7 +934,7 @@ "⎣0 0 0 0 1⎦" ] }, - "execution_count": 26, + "execution_count": 117, "metadata": {}, "output_type": "execute_result" } @@ -987,7 +963,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 118, "metadata": {}, "outputs": [ { @@ -1000,7 +976,7 @@ " [0., 0., 0., 0., 1.]])" ] }, - "execution_count": 27, + "execution_count": 118, "metadata": {}, "output_type": "execute_result" } @@ -1011,20 +987,20 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 119, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([[59., 75., 69., 73., 34.],\n", - " [94., 8., 73., 6., 10.],\n", - " [73., 23., 55., 27., 67.],\n", - " [ 1., 36., 25., 68., 75.],\n", - " [35., 10., 33., 31., 79.]])" + "array([[42., 73., 33., 12., 98.],\n", + " [28., 33., 18., 45., 19.],\n", + " [47., 92., 58., 54., 15.],\n", + " [43., 16., 51., 58., 75.],\n", + " [27., 71., 16., 17., 6.]])" ] }, - "execution_count": 28, + "execution_count": 119, "metadata": {}, "output_type": "execute_result" } @@ -1037,31 +1013,27 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Apparently it holds" + "Check if they are equal" ] }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 122, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([[0., 0., 0., 0., 0.],\n", - " [0., 0., 0., 0., 0.],\n", - " [0., 0., 0., 0., 0.],\n", - " [0., 0., 0., 0., 0.],\n", - " [0., 0., 0., 0., 0.]])" + "True" ] }, - "execution_count": 29, + "execution_count": 122, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "A@I - I@A" + "(A@I == I@A).all()" ] }, { @@ -1075,7 +1047,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "An **elementary matrix** is a matrix that can be obtained from a single elementary row operation on an identity matrix. Such as:" + "An _elementary matrix_ is a matrix that can be obtained from a single elementary row operation on an identity matrix. Such as:" ] }, { @@ -1083,7 +1055,26 @@ "metadata": {}, "source": [ "$$\n", - "\\left[\\begin{matrix}1 & 0 & 0\\cr 0 & 1 & 0\\cr 0 & 0 & 1\\end{matrix}\\right]\\ \\matrix{R_1\\leftrightarrow R_2\\cr ~\\cr ~}\\qquad\\Longrightarrow\\qquad \\left[\\begin{matrix}0 & 1 & 0\\cr 1 & 0 & 0\\cr 0 & 0 & 1\\end{matrix}\\right]\n", + "\\left[\n", + "\\begin{array}{ccc}\n", + "1 & 0 & 0 \\\\\n", + "0 & 1 & 0 \\\\\n", + "0 & 0 & 1\n", + "\\end{array}\n", + "\\right]\n", + "\\begin{array}{c}\n", + "R_1 \\leftrightarrow R_2 \\\\\n", + "~ \\\\\n", + "~\n", + "\\end{array}\n", + "\\qquad \\Longrightarrow \\qquad\n", + "\\left[\n", + "\\begin{array}{ccc}\n", + "0 & 1 & 0 \\\\\n", + "1 & 0 & 0 \\\\\n", + "0 & 0 & 1\n", + "\\end{array}\n", + "\\right]\n", "$$" ] }, @@ -1091,28 +1082,30 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "where $R_1\\leftrightarrow R_2$ means exchanging row $1$ and row $2$, and we denote the transformed matrix as ${E}$, then left multiply $ E$ onto a matrix $ A$. Generate $ A$ first" + "Where $R_1 \\leftrightarrow R_2$ means exchanging row 1 and row 2, we denote the transformed matrix as $E$. Then, left multiply $E$ onto a matrix $A$ will perform the exact the same row operation. \n", + "\n", + "First, generate matrix $A$." ] }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 81, "metadata": {}, "outputs": [ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}34 & 5 & 0\\\\34 & 67 & 4\\\\14 & 32 & 44\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}0 & 22 & 39\\\\0 & 63 & 77\\\\22 & 72 & 74\\end{matrix}\\right]$" ], "text/plain": [ - "⎡34 5 0 ⎤\n", + "⎡0 22 39⎤\n", "⎢ ⎥\n", - "⎢34 67 4 ⎥\n", + "⎢0 63 77⎥\n", "⎢ ⎥\n", - "⎣14 32 44⎦" + "⎣22 72 74⎦" ] }, - "execution_count": 30, + "execution_count": 81, "metadata": {}, "output_type": "execute_result" } @@ -1130,7 +1123,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 82, "metadata": {}, "outputs": [ { @@ -1146,7 +1139,7 @@ "⎣0 0 1⎦" ] }, - "execution_count": 31, + "execution_count": 82, "metadata": {}, "output_type": "execute_result" } @@ -1159,28 +1152,28 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "It turns out that by left-multiplying $ E$ onto $ A$, $ A$ also switches the row $1$ and $2$. " + "Notice that by left-multiplying $E$ onto $A$, matrix $A$ also switches rows 1 and 2." ] }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 83, "metadata": {}, "outputs": [ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}34 & 67 & 4\\\\34 & 5 & 0\\\\14 & 32 & 44\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}0 & 63 & 77\\\\0 & 22 & 39\\\\22 & 72 & 74\\end{matrix}\\right]$" ], "text/plain": [ - "⎡34 67 4 ⎤\n", + "⎡0 63 77⎤\n", "⎢ ⎥\n", - "⎢34 5 0 ⎥\n", + "⎢0 22 39⎥\n", "⎢ ⎥\n", - "⎣14 32 44⎦" + "⎣22 72 74⎦" ] }, - "execution_count": 32, + "execution_count": 83, "metadata": {}, "output_type": "execute_result" } @@ -1196,7 +1189,27 @@ "Adding a multiple of a row onto another row in the identity matrix also gives us an elementary matrix.\n", "\n", "$$\n", - "\\left[\\begin{matrix}1 & 0 & 0\\cr 0 & 1 & 0\\cr 0 & 0 & 1\\end{matrix}\\right]\\ \\matrix{~\\cr ~\\cr R_3-7R_1}\\qquad\\longrightarrow\\left[\\begin{matrix}1 & 0 & 0\\cr 0 & 1 & 0\\cr -7 & 0 & 1\\end{matrix}\\right]\n", + "\n", + "\\left[\n", + "\\begin{array}{ccc}\n", + "1 & 0 & 0 \\\\\n", + "0 & 1 & 0 \\\\\n", + "0 & 0 & 1\n", + "\\end{array}\n", + "\\right]\\\\\n", + "\n", + "\\begin{array}{c}\n", + "R_3-7R_1\n", + "\\end{array}\n", + "\\longrightarrow\n", + "\\left[\n", + "\\begin{array}{ccc}\n", + "1 & 0 & 0 \\\\\n", + "0 & 1 & 0 \\\\\n", + "-7 & 0 & 1\n", + "\\end{array}\n", + "\\right]\n", + "\n", "$$\n", "\n", "Let's verify with SymPy." @@ -1204,7 +1217,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 84, "metadata": { "scrolled": true }, @@ -1212,17 +1225,17 @@ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}72 & 31 & 34\\\\25 & 12 & 7\\\\54 & 8 & 0\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}0 & 0 & 77\\\\90 & 35 & 0\\\\69 & 4 & 16\\end{matrix}\\right]$" ], "text/plain": [ - "⎡72 31 34⎤\n", + "⎡0 0 77⎤\n", "⎢ ⎥\n", - "⎢25 12 7 ⎥\n", + "⎢90 35 0 ⎥\n", "⎢ ⎥\n", - "⎣54 8 0 ⎦" + "⎣69 4 16⎦" ] }, - "execution_count": 33, + "execution_count": 84, "metadata": {}, "output_type": "execute_result" }, @@ -1239,7 +1252,7 @@ "⎣-7 0 1⎦" ] }, - "execution_count": 33, + "execution_count": 84, "metadata": {}, "output_type": "execute_result" } @@ -1249,25 +1262,32 @@ "E = sy.Matrix([[1, 0, 0], [0, 1, 0], [-7, 0, 1]]); E" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We will see the $R_3-7R_1$ takes places on $A$" + ] + }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 85, "metadata": {}, "outputs": [ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}72 & 31 & 34\\\\25 & 12 & 7\\\\-450 & -209 & -238\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}0 & 0 & 77\\\\90 & 35 & 0\\\\69 & 4 & -523\\end{matrix}\\right]$" ], "text/plain": [ - "⎡ 72 31 34 ⎤\n", - "⎢ ⎥\n", - "⎢ 25 12 7 ⎥\n", - "⎢ ⎥\n", - "⎣-450 -209 -238⎦" + "⎡0 0 77 ⎤\n", + "⎢ ⎥\n", + "⎢90 35 0 ⎥\n", + "⎢ ⎥\n", + "⎣69 4 -523⎦" ] }, - "execution_count": 34, + "execution_count": 85, "metadata": {}, "output_type": "execute_result" } @@ -1280,12 +1300,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can also show this by explicit row operation on $ A$." + "We can also reproduce this by explicit row operation on $ A$." ] }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 86, "metadata": { "scrolled": true }, @@ -1293,17 +1313,17 @@ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}72 & 31 & 34\\\\25 & 12 & 7\\\\-450 & -209 & -238\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}0 & 0 & 77\\\\90 & 35 & 0\\\\69 & 4 & -523\\end{matrix}\\right]$" ], "text/plain": [ - "⎡ 72 31 34 ⎤\n", - "⎢ ⎥\n", - "⎢ 25 12 7 ⎥\n", - "⎢ ⎥\n", - "⎣-450 -209 -238⎦" + "⎡0 0 77 ⎤\n", + "⎢ ⎥\n", + "⎢90 35 0 ⎥\n", + "⎢ ⎥\n", + "⎣69 4 -523⎦" ] }, - "execution_count": 35, + "execution_count": 86, "metadata": {}, "output_type": "execute_result" } @@ -1318,7 +1338,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "In next section, we will see an important conclusion of elementary matrices multiplication is that an **invertible matrix** is a product of a series of elementary matrices." + "In the next section, we will refresh an important conclusion: an _invertible matrix_ is a product of a series of elementary matrices." ] }, { @@ -1344,20 +1364,20 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 87, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([[ -1., -8., -6., -2., -16.],\n", - " [ -1., -2., 8., -13., 4.],\n", - " [ 1., 11., -13., 2., 3.],\n", - " [ -1., -13., 6., 8., 9.],\n", - " [-12., 9., -4., -1., 7.]])" + "array([[-10., -14., 16., 3., -7.],\n", + " [ 1., -3., 9., 5., 0.],\n", + " [-15., 2., -8., 17., 15.],\n", + " [ 23., -7., -6., -21., -7.],\n", + " [ 18., 2., 18., -6., -12.]])" ] }, - "execution_count": 36, + "execution_count": 87, "metadata": {}, "output_type": "execute_result" } @@ -1368,7 +1388,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 88, "metadata": { "scrolled": true }, @@ -1376,14 +1396,14 @@ { "data": { "text/plain": [ - "array([[-0.026, 0.013, 0.042, -0.005, -0.078],\n", - " [-0.048, -0.038, -0.034, -0.064, 0.01 ],\n", - " [-0.05 , -0.034, -0.096, -0.043, 0.003],\n", - " [-0.026, -0.08 , -0.04 , -0.002, 0.006],\n", - " [-0.015, 0.041, 0.055, 0.049, -0.002]])" + "array([[ 0.131, -0.442, 0.357, 0.116, 0.302],\n", + " [-0.157, 0.346, -0.286, -0.115, -0.198],\n", + " [-0.336, 1.136, -0.736, -0.2 , -0.608],\n", + " [ 0.483, -1.549, 1.082, 0.267, 0.915],\n", + " [-0.575, 1.873, -1.158, -0.278, -1.032]])" ] }, - "execution_count": 37, + "execution_count": 88, "metadata": {}, "output_type": "execute_result" } @@ -1401,7 +1421,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 89, "metadata": { "scrolled": true }, @@ -1409,14 +1429,14 @@ { "data": { "text/plain": [ - "array([[ 1., 0., -0., 0., -0.],\n", - " [-0., 1., 0., -0., 0.],\n", - " [-0., 0., 1., 0., 0.],\n", - " [ 0., 0., 0., 1., -0.],\n", - " [ 0., -0., -0., 0., 1.]])" + "array([[ 1., 0., 0., -0., 0.],\n", + " [ 0., 1., 0., 0., 0.],\n", + " [ 0., 0., 1., 0., 0.],\n", + " [ 0., -0., -0., 1., -0.],\n", + " [ 0., -0., -0., -0., 1.]])" ] }, - "execution_count": 38, + "execution_count": 89, "metadata": {}, "output_type": "execute_result" } @@ -1436,46 +1456,41 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## $[A\\,|\\,I]\\sim [I\\,|\\,A^{-1}]$ Algorithm " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "A convenient way of calculating inverse is that we can construct an augmented matrix $[ A\\,|\\,\\mathbf{I}]$, then multiply a series of $ E$'s which are elementary row operations till matrix $A$ becomes row reduced form, if full rank it means $ A \\rightarrow \\mathbf{I}$. Then $\\mathbf{I}$ on the RHS of augmented matrix will be converted into $ A^{-1}$ automatically. " + "## Gauss-Jordan Elimination Method for Matrix Inversion" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We can show with SymPy's ```.rref()``` function on the augmented matrix $[A\\,|\\,I]$." + "A convenient way to calculate the inverse of a matrix is to construct an augmented matrix $[A \\,|\\, \\mathbf{I}]$. Then, multiply a series of elementary matrices $E$ (representing elementary row operations) until matrix $A$ is in row-reduced form. If $A$ is of full rank, this process will transform $A$ into an identity matrix $\\mathbf{I}$. Consequently, the identity matrix on the right-hand side of the augmented matrix will be converted into $A^{-1}$ automatically.\n", + "\n", + "We can demonstrate this using SymPy's `.rref()` function on the augmented matrix $[A \\,|\\, \\mathbf{I}]$." ] }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 90, "metadata": {}, "outputs": [ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}-1.0 & -8.0 & -6.0 & -2.0 & -16.0 & 1.0 & 0.0 & 0.0 & 0.0 & 0.0\\\\-1.0 & -2.0 & 8.0 & -13.0 & 4.0 & 0.0 & 1.0 & 0.0 & 0.0 & 0.0\\\\1.0 & 11.0 & -13.0 & 2.0 & 3.0 & 0.0 & 0.0 & 1.0 & 0.0 & 0.0\\\\-1.0 & -13.0 & 6.0 & 8.0 & 9.0 & 0.0 & 0.0 & 0.0 & 1.0 & 0.0\\\\-12.0 & 9.0 & -4.0 & -1.0 & 7.0 & 0.0 & 0.0 & 0.0 & 0.0 & 1.0\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}-10.0 & -14.0 & 16.0 & 3.0 & -7.0 & 1.0 & 0.0 & 0.0 & 0.0 & 0.0\\\\1.0 & -3.0 & 9.0 & 5.0 & 0.0 & 0.0 & 1.0 & 0.0 & 0.0 & 0.0\\\\-15.0 & 2.0 & -8.0 & 17.0 & 15.0 & 0.0 & 0.0 & 1.0 & 0.0 & 0.0\\\\23.0 & -7.0 & -6.0 & -21.0 & -7.0 & 0.0 & 0.0 & 0.0 & 1.0 & 0.0\\\\18.0 & 2.0 & 18.0 & -6.0 & -12.0 & 0.0 & 0.0 & 0.0 & 0.0 & 1.0\\end{matrix}\\right]$" ], "text/plain": [ - "⎡-1.0 -8.0 -6.0 -2.0 -16.0 1.0 0.0 0.0 0.0 0.0⎤\n", - "⎢ ⎥\n", - "⎢-1.0 -2.0 8.0 -13.0 4.0 0.0 1.0 0.0 0.0 0.0⎥\n", - "⎢ ⎥\n", - "⎢ 1.0 11.0 -13.0 2.0 3.0 0.0 0.0 1.0 0.0 0.0⎥\n", - "⎢ ⎥\n", - "⎢-1.0 -13.0 6.0 8.0 9.0 0.0 0.0 0.0 1.0 0.0⎥\n", - "⎢ ⎥\n", - "⎣-12.0 9.0 -4.0 -1.0 7.0 0.0 0.0 0.0 0.0 1.0⎦" + "⎡-10.0 -14.0 16.0 3.0 -7.0 1.0 0.0 0.0 0.0 0.0⎤\n", + "⎢ ⎥\n", + "⎢ 1.0 -3.0 9.0 5.0 0.0 0.0 1.0 0.0 0.0 0.0⎥\n", + "⎢ ⎥\n", + "⎢-15.0 2.0 -8.0 17.0 15.0 0.0 0.0 1.0 0.0 0.0⎥\n", + "⎢ ⎥\n", + "⎢23.0 -7.0 -6.0 -21.0 -7.0 0.0 0.0 0.0 1.0 0.0⎥\n", + "⎢ ⎥\n", + "⎣18.0 2.0 18.0 -6.0 -12.0 0.0 0.0 0.0 0.0 1.0⎦" ] }, - "execution_count": 39, + "execution_count": 90, "metadata": {}, "output_type": "execute_result" } @@ -1487,37 +1502,37 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 91, "metadata": {}, "outputs": [ { "data": { "text/latex": [ - "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 0 & 0 & 0 & -0.0257937689879073 & 0.0134627985941502 & 0.0420563531303985 & -0.00488473223327575 & -0.0783939953535474\\\\0 & 1 & 0 & 0 & 0 & -0.0475017432957576 & -0.0379022282648688 & -0.0338111774166985 & -0.0638116329512683 & 0.00961703559126635\\\\0 & 0 & 1 & 0 & 0 & -0.0496953174550335 & -0.0339723665721724 & -0.0957148213428458 & -0.0433738992707943 & 0.00261056349626286\\\\0 & 0 & 0 & 1 & 0 & -0.0259829910399854 & -0.0804474050298025 & -0.0399608941092372 & -0.00152428875285147 & 0.00566614922611685\\\\0 & 0 & 0 & 0 & 1 & -0.0152533998647413 & 0.04090525231359 & 0.0551652364049212 & 0.0486668605608682 & -0.00159612305039964\\end{matrix}\\right], \\ \\left( 0, \\ 1, \\ 2, \\ 3, \\ 4\\right)\\right)$" + "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 0 & 0 & 0 & 0.130965315503552 & -0.442457166736314 & 0.356957793564563 & 0.116005014625992 & 0.302131216046803\\\\0 & 1 & 0 & 0 & 0 & -0.157459256163811 & 0.34625992478061 & -0.285582950271626 & -0.114584203928124 & -0.19828666945257\\\\0 & 0 & 1 & 0 & 0 & -0.335645633096532 & 1.13618888424572 & -0.73614709569578 & -0.199665691600502 & -0.607918930213122\\\\0 & 0 & 0 & 1 & 0 & 0.48349352277476 & -1.54889260342666 & 1.08232344337652 & 0.26744671959883 & 0.914855829502717\\\\0 & 0 & 0 & 0 & 1 & -0.575010447137485 & 1.87275386544087 & -1.15754283326369 & -0.278311742582533 & -1.03249059757626\\end{matrix}\\right], \\ \\left( 0, \\ 1, \\ 2, \\ 3, \\ 4\\right)\\right)$" ], "text/plain": [ - "⎛⎡1 0 0 0 0 -0.0257937689879073 0.0134627985941502 0.0420563531303985 \n", - "⎜⎢ \n", - "⎜⎢0 1 0 0 0 -0.0475017432957576 -0.0379022282648688 -0.0338111774166985\n", - "⎜⎢ \n", - "⎜⎢0 0 1 0 0 -0.0496953174550335 -0.0339723665721724 -0.0957148213428458\n", - "⎜⎢ \n", - "⎜⎢0 0 0 1 0 -0.0259829910399854 -0.0804474050298025 -0.0399608941092372\n", - "⎜⎢ \n", - "⎝⎣0 0 0 0 1 -0.0152533998647413 0.04090525231359 0.0551652364049212 \n", + "⎛⎡1 0 0 0 0 0.130965315503552 -0.442457166736314 0.356957793564563 0 ↪\n", + "⎜⎢ ↪\n", + "⎜⎢0 1 0 0 0 -0.157459256163811 0.34625992478061 -0.285582950271626 - ↪\n", + "⎜⎢ ↪\n", + "⎜⎢0 0 1 0 0 -0.335645633096532 1.13618888424572 -0.73614709569578 - ↪\n", + "⎜⎢ ↪\n", + "⎜⎢0 0 0 1 0 0.48349352277476 -1.54889260342666 1.08232344337652 ↪\n", + "⎜⎢ ↪\n", + "⎝⎣0 0 0 0 1 -0.575010447137485 1.87275386544087 -1.15754283326369 - ↪\n", "\n", - " -0.00488473223327575 -0.0783939953535474 ⎤ ⎞\n", - " ⎥ ⎟\n", - " -0.0638116329512683 0.00961703559126635 ⎥ ⎟\n", - " ⎥ ⎟\n", - " -0.0433738992707943 0.00261056349626286 ⎥, (0, 1, 2, 3, 4)⎟\n", - " ⎥ ⎟\n", - " -0.00152428875285147 0.00566614922611685 ⎥ ⎟\n", - " ⎥ ⎟\n", - " 0.0486668605608682 -0.00159612305039964⎦ ⎠" + "↪ .116005014625992 0.302131216046803 ⎤ ⎞\n", + "↪ ⎥ ⎟\n", + "↪ 0.114584203928124 -0.19828666945257 ⎥ ⎟\n", + "↪ ⎥ ⎟\n", + "↪ 0.199665691600502 -0.607918930213122⎥, (0, 1, 2, 3, 4)⎟\n", + "↪ ⎥ ⎟\n", + "↪ 0.26744671959883 0.914855829502717 ⎥ ⎟\n", + "↪ ⎥ ⎟\n", + "↪ 0.278311742582533 -1.03249059757626 ⎦ ⎠" ] }, - "execution_count": 40, + "execution_count": 91, "metadata": {}, "output_type": "execute_result" } @@ -1535,37 +1550,37 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 92, "metadata": {}, "outputs": [ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}-0.0257937689879073 & 0.0134627985941502 & 0.0420563531303985 & -0.00488473223327575 & -0.0783939953535474\\\\-0.0475017432957576 & -0.0379022282648688 & -0.0338111774166985 & -0.0638116329512683 & 0.00961703559126635\\\\-0.0496953174550335 & -0.0339723665721724 & -0.0957148213428458 & -0.0433738992707943 & 0.00261056349626286\\\\-0.0259829910399854 & -0.0804474050298025 & -0.0399608941092372 & -0.00152428875285147 & 0.00566614922611685\\\\-0.0152533998647413 & 0.04090525231359 & 0.0551652364049212 & 0.0486668605608682 & -0.00159612305039964\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}0.130965315503552 & -0.442457166736314 & 0.356957793564563 & 0.116005014625992 & 0.302131216046803\\\\-0.157459256163811 & 0.34625992478061 & -0.285582950271626 & -0.114584203928124 & -0.19828666945257\\\\-0.335645633096532 & 1.13618888424572 & -0.73614709569578 & -0.199665691600502 & -0.607918930213122\\\\0.48349352277476 & -1.54889260342666 & 1.08232344337652 & 0.26744671959883 & 0.914855829502717\\\\-0.575010447137485 & 1.87275386544087 & -1.15754283326369 & -0.278311742582533 & -1.03249059757626\\end{matrix}\\right]$" ], "text/plain": [ - "⎡-0.0257937689879073 0.0134627985941502 0.0420563531303985 -0.00488473223\n", - "⎢ \n", - "⎢-0.0475017432957576 -0.0379022282648688 -0.0338111774166985 -0.06381163295\n", - "⎢ \n", - "⎢-0.0496953174550335 -0.0339723665721724 -0.0957148213428458 -0.04337389927\n", - "⎢ \n", - "⎢-0.0259829910399854 -0.0804474050298025 -0.0399608941092372 -0.00152428875\n", - "⎢ \n", - "⎣-0.0152533998647413 0.04090525231359 0.0551652364049212 0.04866686056\n", + "⎡0.130965315503552 -0.442457166736314 0.356957793564563 0.116005014625992 ↪\n", + "⎢ ↪\n", + "⎢-0.157459256163811 0.34625992478061 -0.285582950271626 -0.11458420392812 ↪\n", + "⎢ ↪\n", + "⎢-0.335645633096532 1.13618888424572 -0.73614709569578 -0.19966569160050 ↪\n", + "⎢ ↪\n", + "⎢ 0.48349352277476 -1.54889260342666 1.08232344337652 0.26744671959883 ↪\n", + "⎢ ↪\n", + "⎣-0.575010447137485 1.87275386544087 -1.15754283326369 -0.27831174258253 ↪\n", "\n", - "327575 -0.0783939953535474 ⎤\n", - " ⎥\n", - "12683 0.00961703559126635 ⎥\n", - " ⎥\n", - "07943 0.00261056349626286 ⎥\n", - " ⎥\n", - "285147 0.00566614922611685 ⎥\n", - " ⎥\n", - "08682 -0.00159612305039964⎦" + "↪ 0.302131216046803 ⎤\n", + "↪ ⎥\n", + "↪ 4 -0.19828666945257 ⎥\n", + "↪ ⎥\n", + "↪ 2 -0.607918930213122⎥\n", + "↪ ⎥\n", + "↪ 0.914855829502717 ⎥\n", + "↪ ⎥\n", + "↪ 3 -1.03249059757626 ⎦" ] }, - "execution_count": 41, + "execution_count": 92, "metadata": {}, "output_type": "execute_result" } @@ -1578,32 +1593,32 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "I wrote a function to round the float numbers to the $4$th digits, on the top of this file, but this is not absolutely necessary." + "I wrote a function to round the float numbers to the $4$-th digits, on the top of this file, just for sake of readability." ] }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 93, "metadata": {}, "outputs": [ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}-0.0258 & 0.0135 & 0.0421 & -0.0049 & -0.0784\\\\-0.0475 & -0.0379 & -0.0338 & -0.0638 & 0.0096\\\\-0.0497 & -0.034 & -0.0957 & -0.0434 & 0.0026\\\\-0.026 & -0.0804 & -0.04 & -0.0015 & 0.0057\\\\-0.0153 & 0.0409 & 0.0552 & 0.0487 & -0.0016\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}0.131 & -0.4425 & 0.357 & 0.116 & 0.3021\\\\-0.1575 & 0.3463 & -0.2856 & -0.1146 & -0.1983\\\\-0.3356 & 1.1362 & -0.7361 & -0.1997 & -0.6079\\\\0.4835 & -1.5489 & 1.0823 & 0.2674 & 0.9149\\\\-0.575 & 1.8728 & -1.1575 & -0.2783 & -1.0325\\end{matrix}\\right]$" ], "text/plain": [ - "⎡-0.0258 0.0135 0.0421 -0.0049 -0.0784⎤\n", + "⎡ 0.131 -0.4425 0.357 0.116 0.3021 ⎤\n", "⎢ ⎥\n", - "⎢-0.0475 -0.0379 -0.0338 -0.0638 0.0096 ⎥\n", + "⎢-0.1575 0.3463 -0.2856 -0.1146 -0.1983⎥\n", "⎢ ⎥\n", - "⎢-0.0497 -0.034 -0.0957 -0.0434 0.0026 ⎥\n", + "⎢-0.3356 1.1362 -0.7361 -0.1997 -0.6079⎥\n", "⎢ ⎥\n", - "⎢-0.026 -0.0804 -0.04 -0.0015 0.0057 ⎥\n", + "⎢0.4835 -1.5489 1.0823 0.2674 0.9149 ⎥\n", "⎢ ⎥\n", - "⎣-0.0153 0.0409 0.0552 0.0487 -0.0016⎦" + "⎣-0.575 1.8728 -1.1575 -0.2783 -1.0325⎦" ] }, - "execution_count": 42, + "execution_count": 93, "metadata": {}, "output_type": "execute_result" } @@ -1621,27 +1636,27 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 94, "metadata": {}, "outputs": [ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}1.0 & 0 & 0 & 0 & 0.0\\\\0.0 & 1.0 & 0.0 & 0 & 0.0\\\\0.0 & 0.0 & 1.0 & 0.0 & 0.0\\\\0.0 & 0.0 & 0.0 & 1.0 & 0.0\\\\0.0 & 0 & 0 & 0.0 & 1.0\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}1.0 & 0.0 & 0.0 & 0.0 & 0.0\\\\0.0 & 1.0 & 0 & 0.0 & 0.0\\\\0.0 & 0 & 1.0 & 0.0 & 0.0\\\\0.0 & 0.0 & 0.0 & 1.0 & 0.0\\\\0.0 & 0.0 & 0.0 & 0.0 & 1.0\\end{matrix}\\right]$" ], "text/plain": [ - "⎡1.0 0 0 0 0.0⎤\n", + "⎡1.0 0.0 0.0 0.0 0.0⎤\n", "⎢ ⎥\n", - "⎢0.0 1.0 0.0 0 0.0⎥\n", + "⎢0.0 1.0 0 0.0 0.0⎥\n", "⎢ ⎥\n", - "⎢0.0 0.0 1.0 0.0 0.0⎥\n", + "⎢0.0 0 1.0 0.0 0.0⎥\n", "⎢ ⎥\n", "⎢0.0 0.0 0.0 1.0 0.0⎥\n", "⎢ ⎥\n", - "⎣0.0 0 0 0.0 1.0⎦" + "⎣0.0 0.0 0.0 0.0 1.0⎦" ] }, - "execution_count": 43, + "execution_count": 94, "metadata": {}, "output_type": "execute_result" } @@ -1683,7 +1698,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 123, "metadata": {}, "outputs": [ { @@ -1694,7 +1709,7 @@ " [1, 9, 4]], dtype=object)" ] }, - "execution_count": 44, + "execution_count": 123, "metadata": {}, "output_type": "execute_result" } @@ -1714,7 +1729,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 96, "metadata": {}, "outputs": [ { @@ -1730,7 +1745,7 @@ "⎣1 9 4 0.0 0.0 1.0⎦" ] }, - "execution_count": 45, + "execution_count": 96, "metadata": {}, "output_type": "execute_result" } @@ -1742,7 +1757,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 97, "metadata": {}, "outputs": [ { @@ -1751,20 +1766,20 @@ "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 0 & \\frac{116.0}{4.0 \\lambda + 310.0} & \\frac{8.0 \\lambda - 18.0}{4.0 \\lambda + 310.0} & \\frac{- 12.0 \\lambda - 2.0}{4.0 \\lambda + 310.0}\\\\0 & 1 & 0 & \\frac{4.0}{4.0 \\lambda + 310.0} & - \\frac{22.0}{4.0 \\lambda + 310.0} & \\frac{32.0}{4.0 \\lambda + 310.0}\\\\0 & 0 & 1 & \\frac{57.0}{- 6 \\lambda - 465} & \\frac{27.0 - 1.0 \\lambda}{2.0 \\lambda + 155.0} & \\frac{2.0 \\lambda + 3.0}{2.0 \\lambda + 155.0}\\end{matrix}\\right], \\ \\left( 0, \\ 1, \\ 2\\right)\\right)$" ], "text/plain": [ - "⎛⎡ 116.0 8.0⋅λ - 18.0 -12.0⋅λ - 2.0⎤ ⎞\n", + "⎛⎡ 116.0 8.0⋅λ - 18.0 -12.0⋅λ - 2.0⎤ ⎞\n", "⎜⎢1 0 0 ───────────── ───────────── ─────────────⎥ ⎟\n", "⎜⎢ 4.0⋅λ + 310.0 4.0⋅λ + 310.0 4.0⋅λ + 310.0⎥ ⎟\n", "⎜⎢ ⎥ ⎟\n", - "⎜⎢ 4.0 -22.0 32.0 ⎥ ⎟\n", + "⎜⎢ 4.0 -22.0 32.0 ⎥ ⎟\n", "⎜⎢0 1 0 ───────────── ───────────── ─────────────⎥, (0, 1, 2)⎟\n", "⎜⎢ 4.0⋅λ + 310.0 4.0⋅λ + 310.0 4.0⋅λ + 310.0⎥ ⎟\n", "⎜⎢ ⎥ ⎟\n", - "⎜⎢ 57.0 27.0 - λ 2.0⋅λ + 3.0 ⎥ ⎟\n", + "⎜⎢ 57.0 27.0 - 1.0⋅λ 2.0⋅λ + 3.0 ⎥ ⎟\n", "⎜⎢0 0 1 ────────── ───────────── ─────────────⎥ ⎟\n", "⎝⎣ -6⋅λ - 465 2.0⋅λ + 155.0 2.0⋅λ + 155.0⎦ ⎠" ] }, - "execution_count": 46, + "execution_count": 97, "metadata": {}, "output_type": "execute_result" } @@ -1778,10 +1793,15 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "To make the matrix $A$ invertible we notice that is one conditions to be satisfied (in the denominators):\n", - "\\begin{align}\n", + "To make the matrix $A$ invertible we notice that is multiple conditions to be satisfied, (in the denominators):\n", + "$$\n", + "\\begin{align*}\n", "-6\\lambda -465 &\\neq0\\\\\n", - "\\end{align}" + "4 \\lambda + 310 &\\neq 0\\\\\n", + "2 \\lambda + 155 &\\neq 0\n", + "\\end{align*}\n", + "$$\n", + "However, they are actually one condition, because they are multiples of each other." ] }, { @@ -1793,12 +1813,12 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 98, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/latex": [ "$\\displaystyle \\left[ - \\frac{155}{2}\\right]$" ], @@ -1806,7 +1826,7 @@ "[-155/2]" ] }, - "execution_count": 47, + "execution_count": 98, "metadata": {}, "output_type": "execute_result" } @@ -1819,17 +1839,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "So this is one of $\\lambda$ that cause the matrix invertible. Let's test with **determinant**. If $| A|=0$, then the matrix is not invertible. Don't worry about determinants, we will get back to this. " + "So this is the $\\lambda$ that makes the matrix invertible. Let's test this with the _determinant_. If $|A| = 0$, then the matrix is not invertible, so plug in $\\lambda$ back in $A$ then calculate determinant. Don't worry about determinants; we will revisit this topic later." ] }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 99, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/latex": [ "$\\displaystyle 0.0$" ], @@ -1837,7 +1857,7 @@ "0.0" ] }, - "execution_count": 48, + "execution_count": 99, "metadata": {}, "output_type": "execute_result" } @@ -1877,9 +1897,11 @@ "metadata": {}, "source": [ "The _first property_ is straightforward\n", + "$$\n", "\\begin{align}\n", "ABB^{-1}A^{-1}=AIA^{-1}=I=AB(AB)^{-1}\n", - "\\end{align}" + "\\end{align}\n", + "$$" ] }, { @@ -1909,11 +1931,11 @@ "(A^{-1}B)^{T}=B^T(A^{-1})^T=B(A^T)^{-1}=BA^{-1}\n", "$$\n", "We use the $AB = BA$ condition to proceed\n", - "\\begin{align}\n", + "\\begin{align*}\n", "AB&=BA\\\\\n", "A^{-1}ABA^{-1}&=A^{-1}BAA^{-1}\\\\\n", "BA^{-1}&=A^{-1}B\n", - "\\end{align}\n", + "\\end{align*}\n", "The plug in the previous equation, we have\n", "$$\n", "(A^{-1}B)^{T}=BA^{-1}=A^{-1}B\n", @@ -1937,7 +1959,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.12.4" }, "toc": { "base_numbering": 1, diff --git a/notebooks/Chapter 3 - Determinant.ipynb b/notebooks/Chapter 3 - Determinant.ipynb index 529b9b5..c93bf87 100644 --- a/notebooks/Chapter 3 - Determinant.ipynb +++ b/notebooks/Chapter 3 - Determinant.ipynb @@ -2,23 +2,20 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 72, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", - "import scipy as sp\n", - "import scipy.linalg\n", "import sympy as sy\n", "sy.init_printing() \n", "import matplotlib.pyplot as plt\n", - "from mpl_toolkits.mplot3d import Axes3D\n", "plt.style.use('ggplot')" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 73, "metadata": {}, "outputs": [], "source": [ @@ -28,7 +25,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 74, "metadata": {}, "outputs": [], "source": [ @@ -38,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 75, "metadata": {}, "outputs": [], "source": [ @@ -57,13 +54,13 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The physical idea of determinants is compute the area surrounded by vectors, for instance we have a matrix\n", + "The physical interpretation of determinants is to compute the area enclosed by vectors. For instance, consider the matrix\n", "$$\n", - "A=\\left[\\begin{matrix} a & b\\cr c & d \\end{matrix}\\right]\n", + "A = \\left[\\begin{matrix} a & b \\\\ c & d \\end{matrix}\\right]\n", "$$\n", - "Then the determinant is the parallelogram form by \n", + "The determinant represents the area of the parallelogram formed by the vectors\n", "$$\n", - "\\left[\\begin{matrix} a \\cr c \\end{matrix}\\right]\\qquad \\left[\\begin{matrix} b \\cr d \\end{matrix}\\right]\n", + "\\left[\\begin{matrix} a \\\\ c \\end{matrix}\\right] \\quad \\text{and} \\quad \\left[\\begin{matrix} b \\\\ d \\end{matrix}\\right]\n", "$$" ] }, @@ -80,19 +77,17 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 76, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+ "image/png": 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -128,24 +123,22 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "If the matrix is not diagonal, the area will takes a form of parallelogram. Similarly, you can imagine in 3D space, determinant measure the volume of parallelepiped. " + "If the matrix is not diagonal, the area will take the form of a parallelogram. Similarly, in 3D space, the determinant is the volume of a parallelepiped. First let's draw a parallelogram." ] }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 77, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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\n", 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K/v3kNj01O1prZqxXcPcA03MAScQDAFjWrP/bqqfn9NfamRsU1JVwgHUQDwBgQf+K2apn5vXXun9vVGDnBqbnAOchHgDAYmY8ulXP/dBf6/6zSYGd6pueA1yAeAAAC5k+YqtemN9fcXM2qWHHq03PAYpFPACARUx7aIteWnCDfvtuswKuJRxgXZaLh/T0dE2fPl2bN29WXl6e6tevr5iYGIWFhZmeBgBlz26X94YN+mp4vF5Ke1nrv9+iBu39Ta8CLslS8XDq1CmNGjVKLVu21Msvv6yaNWvq8OHDqlatmulpAFCmPI8cUbWpU+X7/fd6P+UOPXdmnHZ1H6Zq7ceZngZclqXiYd68eapbt65iYmKKbvP3p8ABuA7vuDhd9frrqnTokDyPHtV4+zN6XuO0X4GqPuBJ5ZgeCJSApeJh/fr1atOmjSZOnKiEhATVqVNH/fr1U58+fYo9vqCgQAUFBUVve3h4yNfXt6LmAoDjzpyRR26ulJ+vcfbn9KLG6qACdHWdPB1v29b0OqBELBUPR48e1eLFizVgwAANGjRIe/fu1ZQpU+Tl5aUePXpccPzcuXM1e/bsordDQkI0duzYClwMAI4puO46pS1ZIr+ePZWVUUMptVsqIOOwCis3UGFEhOl5QIlYKh5sNpvCwsI0dOhQSWdjYP/+/Vq8eHGx8TBo0CANHDiw6G0PD4+KmgoApVbnzjvlvWuXnlzcSbZa/XV64kRVOnhQ8vExPQ0oEUvFQ+3atRUYeP5viwsMDNS6deuKPd7b21ve3t4VMQ0AykSdO+5QlTVrdHTpUhU2ayZJOjF+vOFVgGMsFQ9NmzbVoUOHzrvt0KFD8vPzM7QIAMpOndtvV5W1a3V02TIVNm1qeg5Qap6mB/zZgAEDtHv3bs2ZM0epqamKjY3V0qVLFR0dbXoaAFyRuoMGqcratTqyYgXhAKfnYbfb7aZH/NmGDRs0Y8YMpaamyt/fXwMGDLjoqy0uJi0t7bxXYQCASXVvuUWV16/XkV9+0ZnwcNNzgGJ5e3uX+Ey/5eKhLBAPAKyi7k03qfLGjUpduVI2flIuLMyReLDUNQ8A4ErqDhigyps3KzU2VraQENNzgDJDPABAOajXv798tm1T6urVsjVubHoOUKaIBwAoY/Wio+UTH6/UNWtkCw42PQcoc8QDAJShen37yichQalr18oWFGR6DlAuiAcAKCP1eveWz44dSo2Lk61hQ9NzgHJDPABAGajXs6d8du0iHOAWiAcAuEJ+3bvLe88epa5fL1uDBqbnAOWOeACAK+DXrZu8ExOVumGDbPXrm54DVAjiAQBKya9rV3nv26fUTZtk8/c3PQeoMMQDAJSCX+fO8k5OVurmzbLxy/vgZogHAHCQf6dO8kpJUeqWLbLVq2d6DlDhiAcAcIB/x47yOnBAh7dtk71OHdNzACOIBwAoIf9rr5XXoUOEA9we8QAAJeAfFSWvw4d1KD5eql3b9BzAKOIBAC7j6muuUaUjR3To99+lWrVMzwGMIx4A4BKubtdOlY4e1aGEBOmqq0zPASyBeACAi7i6TRtVOnZMh7Zvl2rWND0HsAziAQCKcXVkpCqlpxMOQDGIBwD4H1e3aqVKGRk6tGOHVKOG6TmA5RAPAPAnV7dsqUqZmTq0c6dUvbrpOYAlEQ8A8If6LVrI88QJHdq1S6pWzfQcwLKIBwCQVL9ZM3mePKlDu3dLVauangNYGvEAwO3Vb9pUnqdOEQ5ACREPANxa/SZN5Hn6tA7t3StVqWJ6DuAUiAcAbqt+RIQ8s7MJB8BBxAMAt1Q/PFyeOTmEA1AKxAMAt1M/LEyeubk6tG+f5ONjeg7gdIgHAG6lQWioPPLyCAfgChAPANxGg5AQeeTnEw7AFSIeALiFBo0by6OgQIeSkyUv/tcHXAm+ggC4vAbBwfIoLCQcgDLiaXoAAJQnwgEoe3wlAXBZDRo1kseZM4QDUMb4agLgkhoEBcnDZiMcgHLAVxQAl1MUDikpkifPzgJljXgA4FIaBAbKw24nHIByxFcWAJdBOAAVg68uAM7PZiMcgArE0xYAnJvNdvYaB4lwACoIX2UAnBfhABjBVxoA50Q4AMbw1QbA+RAOgFF8xQFwLn+Eg0Q4AKbwVQfAedhsCvgjHA4TDoAxfOUBcA5/hINdhANgGl99AKyPcAAsha9AANZGOACWww+JAmBd58LBw0OHDxwwvQbAH0h4ANZEOACWRTwAsJ5z4eDpSTgAFkQ8ALCWwsL/hkNKiuk1AIpBPACwjsJCBQQHy16pEuEAWBjxAMAa/hwO+/ebXgPgEogHAOadCwcvL8IBcALEAwCzzoWDt7cOJyebXgOgBIgHAObk558NBx8fHU5KMr0GQAkRDwDMyM9XQEiI7JUr6/C+fabXAHBAqeNh9+7dZbkDgDv5IxxslSvrcGKi6TUAHFTqH0/96quvqn79+urWrZu6deumq6++uix3AXBV58LB11epe/aYXgOgFDzsdru9NHeMjY3VqlWrtHXrVtlsNjVp0kTdunVT586dVb169bLe6ZC0tDQVFBQY3QCgGLm5CggLk61qVaVy9hKwFG9vb/n5+ZXo2FLHwzlZWVlas2aNYmNjtXv3bnl5ealNmza6/vrrFRUVJS+viv/dW8QDYEHnwqFaNaXu2mV6DYD/UaHx8GepqamKjY1VbGysDh8+rKpVq6pTp07q3r27mjVrVlYf5rKIB8BisrMVEBEhW/XqSt250/QaAMVwJB7K9LSAj4+PKleuLG9vb0mSh4eH1q9fr2XLlik0NFQjR45UYGBgWX5IAFZ3Lhxq1FDqjh2m1wAoA1d85iEnJ0dr165VbGysEhIS5OHhobZt26p79+5q3769PD09FRcXp2nTpqlWrVp6++23y2r7RXHmAbCIc+FQs6ZSt283vQbAJVTImYfffvtNq1at0saNG1VQUKCwsDDdd9996tKli2rUqHHesZ06ddKpU6c0efLk0n44AM7m1CkFNG2qM7Vq6cjvv5teA6AMlToexo8fr7p162rAgAHq3r27AgICLnl848aN1a1bt9J+OADO5Fw41K6tI/HxptcAKGOlftri999/V8uWLct6T5ngaQvAoKwsBTRvrjN16ujItm2m1wAoIUeetij1T5i0ajgAMOhcONStSzgALozfbQGgbJw4cTYc/Px0ZOtW02sAlCPiAcCVO3FCAS1a6Iy/v45s3mx6DYByRjwAuDIZGQpo0UKFV1+tI5s2mV4DoAIQDwBKzSM9XQGtWqmwQQMd3bjR9BwAFYR4AFAqHunpahAZqcKGDXV0/XrTcwBUIOIBgMM8jx07Gw5BQToaF2d6DoAKRjwAcIjn0aOq36aNChs10tG1a03PAWAA8QCgxDyPHlX9du1U0Lixjv76q+k5AAwhHgCUiGdq6tlwCA1V2urVpucAMIh4AHBZnocPq3779ioIC1PaqlWm5wAwjHgAcEmehw+rflSUCiIilLZypek5ACyAeABwUZ4HD6p+VJTymzZV2ooVpucAsAjiAUCxPFNSVL9DB+U3b65jy5aZngPAQogHABfwTE5W/U6dlN+ypY4tWWJ6DgCLsWw8fPfddxoyZIimTp1qegrgVjyTklS/c2flR0bq2KJFpucAsCBLxsOePXu0ePFiBQcHm54CuBXPxETV79JFeW3a6NiCBabnALAoy8VDbm6uPvzwQz3yyCOqVq2a6TmA2/BMTFT9bt2U17atjs+fb3oOAAuzXDx88cUXateunVq3bn3ZYwsKCpSdnV30JycnpwIWAq6n0t69Z8OhfXsd/+kn03MAWJyX6QF/tnr1au3bt0/vvPNOiY6fO3euZs+eXfR2SEiIxo4dW17zAJdUafduXd2jh/KionR83jzTcwA4AcvEw7FjxzR16lS9+uqr8vHxKdF9Bg0apIEDBxa97eHhUV7zAJfktXOn/Hv1Um7HjkqfM8f0HABOwsNut9tNj5CkuLg4jR8/Xp6e/30mxWazycPDQx4eHpoxY8Z5f3cpaWlpKigoKK+pgEvw2rFD/r17K/e665T+pzN4ANyTt7e3/Pz8SnSsZeIhJydHaWlp5932ySefKCAgQLfccosaNWpU4vdFPACX5pWQIP++fZXbpYvSZ80yPQeABTgSD5Z52sLX1/eCQKhcubJq1KjhUDgAuDSv+Hj5R0crt2tXpc+caXoOACdkuVdbACg/Xtu2yT86Wjk9ehAOAErNMk9blCWetgAu5LVli/xvvFE5vXop4+uvTc8BYDGOPG3BmQfADXht2nQ2HPr0IRwAXDHiAXBxXhs3yn/gQOX066eMr74yPQeACyAeABfmvWGD/G+6STnR0cqYMsX0HAAugngAXJR3XJz8br5Z2TfeqIwvvzQ9B4ALIR4AF+S9dq38Bg1S9sCByvz8c9NzALgY4gFwMT5r1sjv9tuVfcstyvznP03PAeCCiAfAhfjExqreHXcoe9AgZU6aZHoOABdFPAAuwmflStW7806dHjxYmR99ZHoOABdGPAAuwOeXX1Tv7rt1esgQnfjHP0zPAeDiiAfAyfksX656Q4fq9F136cR775meA8ANEA+AE6u8dKnqDRum00OH6sSECabnAHATxAPgpCovWaK6996rU/fcoxPvvmt6DgA3QjwATqjywoWqe999OnXffcr6+99NzwHgZogHwMlU/vln1X3wQZ168EFlvf226TkA3BDxADiRyj/9pLrDh+vk8OHKeuMN03MAuCniAXASVb7/XnUfflgnH35YJ8eMMT0HgBsjHgAnUGXePNV57DGdfOQRnXztNdNzALg5L9MDAFxale++U52RI3UyJkYnX3nF9BwA4MwDYGW+//mP6owcqazHHyccAFgG8QBYlO+sWar9xBPKeuIJnXrpJdNzAKAIT1sAFuT77beq/eyzyvrrX3XqmWdMzwGA83DmAbAY32++ORsOzz5LOACwJM48ABbi+/XXqv3ii8p64QWdeuIJ03MAoFjEA2ARVb/6SrVeflknXnpJpx9/3PQcALgonrYALKDqlClnw+GVVwgHAJZHPACGVZ08WbVefVUnRo3S6ZgY03MA4LJ42gIwqOrnn6vW6NHKHD1a2SNGmJ4DACVCPACGVPv0U131xhvKHDNG2cOHm54DACVGPAAGVJs0SVe99ZYy33xT2Q88YHoOADiEeAAqWLWPPtJV77yjjLffVs5995meAwAOIx6AClT9gw9Uc+xYZfz978q55x7TcwCgVIgHoIJUf+891Rw/Xhljxypn2DDTcwCg1IgHoAJUnzBBNSdOVMb48cq5+27TcwDgihAPQDmrPm6cav7jH8p47z3lDBlieg4AXDHiAShH3qP/rpqff6iMDz5Qzu23m54DAGWCeADKWE6Oh+bNq6Iab7+tEcc/1MFxH8rj9ttMzwKAMsOPpwbKgN0urV/vrQcfrK3rr/eT7bm3NeL4eD1e92t5/IVwAOBaOPMAXKGMDA/17u2vnBwpK6uSxukZPauJukMztavhrZKOmZ4IAGWKMw/AFbrqKrveeCNTQUFn9Ir3WD2nibpd/9ZsDVFkZIHpeQBQ5jjzAFwhT09pwIA8Ba+dq36/v6gnm/+o1enRqnTMri5d8kzPA4AyRzwAZWDbyz8p+quHtW7yL3qhf7juP3JMU6ZUU7du+aanAUCZ87Db7XbTI8paWlqaCgo4XYyKEf/iD+r39aOKm7JSgf3CTM8BgFLx9vaWn59fiY7lzANwBbY9N0/RM2L027RYBfYOMT0HACoE8QCU0rZn5ir6X4/rt69j1bAX4QDAfRAPQClse/o/ip71hNZ/s1oNezQ2PQcAKhTxADho25P/VvTsp7R+xhoFdA82PQcAKhzxADhg6//NUv85T2vDzLUK6Bpkeg4AGEE8ACW05bF/6Ybvn9HGf69Tg86BpucAgDHEA1ACWx+doRt+eE6b/rNO9TsRDgDcG/EAXMaWEdN1w/wXtGlOnK7u2ND0HAAwjngALmHLQ1/rhgUvavO89bo6qoHpOQBgCfxiLOAitj4wVTcseFFbvv9N/oQDABThzANQjK33fan+S0Zpy48b5Neuvuk5AGApxAPwP7YM+0I3LH9NW+dvlF+bq03PAQDLIR6AP9k69DPd8MsYbf15k+q19jc9BwAsiXgA/rD1rk/Vf9Ub2rZws+q1KtlvlgMAd0Q8AJK2Dpmk/qvfUvziLarbop7pOQBgacQD3N7WwR+p/6/v6PelW1WnWV3TcwDA8ogHuLVtt32g/uvG6vdl21S7aR3TcwDAKRAPcFtbb/2H+v82TgnLt6l2E8IBAEqKeIBb2nbzRPXfMEEJv8SrVnht03MAwKkQD3A72waOV/Sm97R9ZbxqhREOAOAo4gFuJf7GcYre8g9tXxWvq0IJBwAoDeIBbiO+/9/Vb9uH2rH6d13VuJbpOQDgtIgHuIXf+72lfr9P0o41CaoZfJXpOQDg1IgHuLyEPm+o7/ZPtXPtdtUMqml6DgA4PeIBLi2h12j12fm5dsXtUI2GNUzPAQCXQDzAZW3v8Zr67P5Cu+J2qDrhAABlhniAS9re/VX13jNFu9fvVPUG1U3PAQCXQjzA5ezo9rJ6J36l3Rt2qVr9aqbnAIDLIR7gUnZ2eVG9kr7Wnk27Vc2/quk5AOCSiAe4jF3XPaee+2doz6bdqko4AEC5IR7gEnZ3ekY9Uv6lvVv2qGo9X9NzAMClEQ9wers7PK3uB2cpcese+dYlHACgvBEPcGp7op5Q98P/UeK2PapSh3AAgIpAPMBpJbZ/XNenzlVi/B5VqU04AEBFIR7glPa1e0xdj35POACAAcQDnE5S20fUJe1H7UvYqypXVTE9BwDcDvEAp5LcZrg6H/tZ+7YnqnLNyqbnAIBbIh7gNPZHPqjr0hcSDgBgGPEAp3Cg1X3qlLFE+3bsU+UaPqbnAIBbs1Q8zJ07V3FxcTp48KB8fHzUpEkTDRs2TAEBAaanwaCDLe9Rh8xlStq5T5WrEw4AYJql4iEhIUHR0dEKCwvTmTNn9O233+rNN9/UxIkTVaUKF8a5o8PNh+rarF+UtHOffAgHALAED7vdbjc94mKysrI0fPhwjR49Wi1atCjx/dLS0lRQUFCOy1ARjjS7U+1Oxip5d5K8q3qbngMALs3b21t+fn4lOtZSZx7+V3Z2tiSpevXqxf59QUHBeZHg4eEhX19e8+8Kjja9Q+1OrSEcAMCCLBsPNptNU6dOVdOmTdWoUaNij5k7d65mz55d9HZISIjGjh1bURNRTtKa3K62p9dq/95keVex7H+iAOC2LPu0xeeff67Nmzfr9ddfV926dYs95mJnHnjawnmlh9+iVjnrtX9vsrwIBwCoME7/tMXkyZO1ceNGjRkz5qLhIJ39RL29OaXtKjLCb1KrnI2EAwBYnKX+D2232/Xll18qLi5Oo0ePlr+/v+lJqCAnwm5Uy9wtStm3X14+lUzPAQBcgqXiYfLkyYqNjdXzzz8vX19fZWZmSpKqVq0qHx9epueqToZEq3l+vFL27VclwgEALM9S1zwMGTKk2NtjYmLUo0ePEr8frnlwHqdD+ioiP4FwAADDHLnmwVLxUFaIB+eQ07iXwgp26kByijy9PE3PAQC35vQXTML15Qdfr7DCvYQDADgh4gEVrqBRVzU+s49wAAAnRTygQp1pdJ2Cz+wnHADAiREPqDhBHRRkO0g4AICTIx5QISoFtdfVtlQdTDkgT08P03MAAFeAeEC58w5sKz97mg6mHJAH4QAATo9zxyhzgwcP1t/+9jfZbXZVCYx0inCYOXOmmjdvbnoGADgF4gHlplpQK9Wxp182HKzwjfvmm2/WqlWrKvzjVuTnvmbNGkVHRyskJERdunTRzJkzL3ufhIQEDRo0SKGhoYqKitKkSZMuOOaHH37Q9ddfr9DQUPXu3VtLly4tj/kALIR4QJmz2+3ymTxNtZRZoWcczpw5I5vNVqr7+vr6ql69emW8yDr279+ve++9V507d9aiRYs0fPhwPffcc1qxYsVF73Py5EkNHTpUgYGB+vnnnzVq1ChNmDBB06dPLzrmt99+08iRI3X33Xdr4cKFio6O1kMPPaQdO3ZUwGcFwBTiAVckOztbTzzxhCIiItSuXTt9+smn8lobJx8VFIVDXl6eXn/9dbVv317h4eEaOHCg1qxZI+nsv4b/+te/KisrSw0bNlTDhg01YcIESbrk/aT//qt90aJF6tGjh0JCQnTw4EF17NhR77//ftGuDh06aNGiRTp+/LgeeOABRUREqE+fPtqyZcsF7+ucCRMmqG/fvpo9e7Y6duyoZs2a6bHHHtOpU6eKjlm+fLluvfVWNW/eXC1bttS9996rpKSkor9PSUlRw4YNNX/+fA0ePFhhYWHq06eP1q9ff9nPvax9/fXXatSokV577TVFRETogQce0IABA/T5559f9D5z5sxRQUGBJkyYoKZNm+qWW27RQw89pM8++6zomMmTJ6tHjx567LHHFBERoeeff16tWrXSlClTyuXzAGANxAOuyBtvvKG1a9fqyy+/1DfTv9GGN9/SFtl06qGHis44vPrqq9qwYYMmTZqkJUuWaODAgRo2bJgSExMVFRWlMWPGqEaNGtq0aZM2bdqkRx999LL3OycnJ0cff/yx3n33XS1btqzo7MHnn3+ua6+9VgsXLlTv3r31xBNP6Mknn9Rtt92mBQsWKDg4WE8++aQu9dPZk5OTtXDhQn311Vf66quvtHbtWn300UdFf5+dna2HH35Y8+fP18yZM+Xp6anhw4dfcPZj7NixevTRR7Vo0SKFhoZq5MiRKiwsvOTn/r/WrVuniIiIS/6ZM2fORT+XDRs2qGvXrufd1qNHD23YsOGS9+nYseN5v5Sue/fu2rt3b9EvrduwYYO6devm0PsF4Px4tQVK7fTp0/rXv/6lDz74QF27dJV/UGO1lU1BVaoUHXPw4EHNnDlTcXFxql+/viTp0Ucf1fLlyzVz5ky99NJLqlGjhjw8PM77FewluZ8kFRQU6O2331bLli3P29arVy/dc889kqSnn35a06ZNU5s2bXTTTTdJOvvL1m6++WalpaVd9Fe/22w2vffee6pevbok6fbbb1dsbGzR3w8YMOC84ydOnKjIyEjt2rVLzZo1K7r90UcfVZ8+fSRJzz77rHr27KmkpCSFh4cX+7kXp3Xr1lq0aNElj7nUz6Q/evToBX9fr149nTx5Ujk5OfL19b3gPmlpaQoKCir2Y6SlpalWrVpKS0sr9v2mpaVdcisA50Y8oNSSkpKUn5+vdm3bqUFQkM6okvJSDiisf3TRMdu3b9eZM2cu+Ndpfn6+ateufdH3XdL7+fj4qEWLFhfc/8+3nfvm9udv6OduO3bs2EW/cQcFBRWFgyT5+/vr+PHjRW8nJiZq/Pjx2rRpk9LT04vOOBw8ePC8j/Xnp0POfaxjx44pPDz8Yp/+BXx9fRUSElLi4wGgPBEPuGL1O3VUvirreMreCy6OPH36tCpVqqSff/5ZlSqd/yu3q1WrdtH3WdL7ValSRR4eF16Q6eX13/+0z/29t7f3Bbdd6gLLP7+Pc/f58/H333+/AgMDNW7cONWvX182m029evW64De6FrfF0Qs7161bp2HDhl3ymLFjx+q2224r9u/8/f0vOBtw7Ngx1ahRo9izDtLZwDp27Nh5t517H+fiy8/Pr9j3W9LfzAfAOREPKLXgRsHylvSLfNTrj3DIzMxUYmKiOnXqJElq1aqVzpw5o+PHj6tjx47Fvh8fHx+dOXPmvNtKcj+T0tPTtXfvXr377rtF++Li4hx+P8V97sW50qct2rdvr2XLlp1328qVK9W+fftL3mfcuHEqKCgoCq+VK1cqLCxMtWrVKjomNjZWI0aMKPH7BeD8uGASpWK32dWkWVPdK2+9HOiv1WtWa8eOHXr66afl6fnf/6zCwsJ022236cknn9T8+fO1f/9+bdq0SR9++KGWLFkiSQoMDNTp06e1atUqpaenKycnp0T3M6lWrVqqXbu2pk+frn379ik2NlZjxoxx+P0U97kX59zTFpf68+enWP7XPffco+TkZL355pvas2ePpk6dqh9++OG8b/pTpkzRkCFDit4eNGiQvL299cwzz2jnzp2aN2+eJk+erIcffrjomIceekgrVqzQp59+qj179mjChAnaunWrHnjgAYcfCwDOg3iAw+w2uxoGBSpTtfT8jnh16NBB999/v+666y516NBBrVu3Pu/4iRMnavDgwXr99dd1/fXX66GHHtKWLVvUsGFDSdK1116re+65R4899pgiIyOLfhDR5e5nkqenpyZNmqRt27apd+/eGj16tF599VWH38/FPvey1qhRI02bNk0rV65U37599dlnn+ndd99Vjx49io5JT09XcnJy0ds1a9bUjBkzlJKSohtuuEGvv/66nn766fOePrn22mv10Ucf6ZtvvlHfvn31008/afLkyedd8wHA9XjYL/VaNSeVlpZ2wfPOKBvnwiHdo45yD2wzPQcAUEa8vb1LfL0SZx5QYufC4ZhHPcIBANwY8YASORcORzzrK//AlsvfAQDgsogHXJat0KaGQYE65NlQZ1L4yYEA4O6IB1ySrdCmwOAgHajUSEpx/KWIAADXQzzgos6FQ3KlEHnu/9X0HACARRAPKNa5cEjyCpP3/tjL3wEA4DaIB1zgXDgkejeRT/JK03MAABZDPOA8Z/LPKDA4SLt9WqhK0nLTcwAAFkQ8oMiZ/DMKCmmknT6tVG3fYtNzAAAWRTxA0n/DYXvl1qqxb6HpOQAACyMeoMLcQgWFNFJClXa6KvFn03MAABZHPLi5wtxCNQoLVrxvlGrt/dH0HACAEyAe3Ni5cNharaPq7Jlneg4AwEkQD26qILtAjcKCtbn6daq3a47pOQAAJ0I8uKGC7AIFRzTWphpd5b9ztuk5AAAnQzy4mfzTZ8NhQ83uunrHTNNzAABOiHhwI/mn8tW4SWOtv6qnGmyfYXoOAMBJEQ9uIi8rT42bhiiudm8FJEw3PQcA4MSIBzeQl5WnkOahWlennwLjp5meAwBwcsSDi8s7kauQ5qH6td4NCto2xfQcAIALIB5cWN6JXIW0CNOvfgMUvOUL03MAAC6CeHBRuRk5CmkRptX+Nyl482em5wAAXAjx4IJyM3IU2ipcsfVvVcimT03PAQC4GOLBxeSmnw2HVQ1uU+iGj03PAQC4IOLBheSm5yg0MlwrG96hsPUfmp4DAHBRxIOLyDl2Nhx+CbxL4XHvm54DAHBhxIMLyD6arbA24VrR6G5FrJtgeg4AwMURD04u+2i2wttFaHnjYWry63jTcwAAboB4cGKnU08rvF2EloXep6arx5qeAwBwE8SDkzp9+JQi2jfRsvD71WzV26bnAADcCPHghE4dPKmIqKZaGjFczX55y/QcAICbIR6czMmULDXp0ExLmo5Q8xVjTM8BALghL9MDUHInU7LUtFNzLWn+qFosGWV6DgDATXHmwUlkJZ9Q007NtbhlDOEAADCKeHACWUmZata5hRa3elwtF71ieg4AwM0RDxZ3IjFDzbq01KI2T6jlwpdMzwEAgHiwshN7M9S8WystavuUWs1/wfQcAAAkEQ+Wlbk7Xc2vb6VF7f+qVj89Z3oOAABFeLWFBWXuTleLHpFaGPWcIuc9ZXoOAADn4cyDxWTs/CMcOjxPOAAALIl4sJD0hGNq2StSCzu9qMi5T5qeAwBAsYgHi0hPOKZWfdtoQZdXFPmf/zM9BwCAiyIeLOB4fNrZcOg6Sq1nxZieAwDAJREPhh3bckSR0W21oMdraj3zUdNzAAC4LOLBoGNbjqj1jdfo555j1Pqbh03PAQCgRIgHQ9I2HlbrG6/Rgj5vqM304abnAABQYsSDAWkbDqvNTVFa0O8ttf7qQdNzAABwCPFQwY7+dkhtbo7Sz9HvqPWU+03PAQDAYcRDBTqy7qDa3nqtfr7h72rz5b2m5wAAUCrEQwU5svaA2t3WQQsGjFObL+4xPQcAgFIjHipA6poDand7R/188wS1/uwvpucAAHBFiIdydjg2Rdfc0VELBr2nNp/cZXoOAABXjHgoR4d+SVb7Oztp4eD31fqjIabnAABQJoiHcnJoRZKihnbWwiH/UOQ/7jA9BwCAMkM8lIODy/Yp6i9dtPDODxX53mDTcwAAKFPEQxk7uCRR197TVQuHTlLkxNtMzwEAoMwRD2XowKK9uva+blo47BNFvnuL6TkAAJQL4qGMpCzYow4PXK9F9/5TkWNvNj0HAIByQzyUgf3zd6vjQ9216P7P1OqdgabnAABQroiHK7T/x53qNKKHFj30hVq9NcD0HAAAyh3xcAWSv9+pTo/00uIRX6rV6zeYngMAQIXwMj3AWSXP26HrYnpr8SNT1fJvfU3PAQCgwnDmoRSS5mw/Gw4x0wgHAIDbseSZhwULFuiHH35QZmamgoOD9eCDDyo8PNz0LEnSvn//ri5P9dPikdPU8uXepucAAFDhLHfmYc2aNZo2bZoGDx6ssWPHKjg4WG+99ZZOnDhhepr2zYpXl6f6ackT0wkHAIDbslw8/Pjjj+rdu7d69uypwMBAjRgxQj4+Plq+fLnRXYnfblWXp6O19OkZavFCT6NbAAAwyVLxUFhYqMTEREVGRhbd5unpqcjISO3atcvYrr3TN6vrszdo6bP/UvNnuxvbAQCAFVjqmoesrCzZbDbVqlXrvNtr1aqlQ4cOXXB8QUGBCgoKit728PCQr69vme/q9sIALXtuppo/1bXM3zcAAM7GUvHgqLlz52r27NlFb4eEhGjs2LFl/nEOJKeomZelTtIAAGCMpeKhZs2a8vT0VGZm5nm3Z2ZmXnA2QpIGDRqkgQP/++OgPTw8ymWXJ+EAAEARS31X9PLyUmhoqOLj44tus9lsio+PV5MmTS443tvbW1WrVi36Ux5PWQAAgPNZ6syDJA0cOFAff/yxQkNDFR4ervnz5ysvL089evQwPQ0AAMiC8dC5c2dlZWVp1qxZyszMVOPGjfXyyy8X+7QFAACoeB52u91uekRZS0tLO+9VGAAA4NK8vb3l5+dXomMtdc0DAACwPuIBAAA4hHgAAAAOIR4AAIBDiAcAAOAQ4gEAADiEeAAAAA4hHgAAgEOIBwAA4BDiAQAAOIR4AAAADiEeAACAQ4gHAADgEOIBAAA4xMv0gPLg5eWSnxYAAOXGke+dHna73V6OWwAAgIvhaYvLyMnJ0QsvvKCcnBzTUyyFx6V4PC7F43EpHo/LhXhMime1x4V4uAy73a59+/aJEzTn43EpHo9L8XhcisfjciEek+JZ7XEhHgAAgEOIBwAA4BDi4TK8vb01ePBgeXt7m55iKTwuxeNxKR6PS/F4XC7EY1I8qz0uvNoCAAA4hDMPAADAIcQDAABwCPEAAAAcQjwAAACH8EsgLmPBggX64YcflJmZqeDgYD344IMKDw83PcuYhIQEff/999q3b58yMjL07LPPqkOHDqZnGTd37lzFxcXp4MGD8vHxUZMmTTRs2DAFBASYnmbMokWLtGjRIqWlpUmSAgMDNXjwYLVr187wMmv57rvvNGPGDN144426//77Tc8xZtasWZo9e/Z5twUEBOj99983M8hC0tPTNX36dG3evFl5eXmqX7++YmJiFBYWZmwT8XAJa9as0bRp0zRixAhFRETop59+0ltvvaX3339fV111lel5RuTl5alx48bq1auXxo8fb3qOZSQkJCg6OlphYWE6c+aMvv32W7355puaOHGiqlSpYnqeEXXq1NHQoUPVoEED2e12/fLLLxo3bpzGjRunoKAg0/MsYc+ePVq8eLGCg4NNT7GEoKAgjRo1quhtT09Ojp86dUqjRo1Sy5Yt9fLLL6tmzZo6fPiwqlWrZnQX8XAJP/74o3r37q2ePXtKkkaMGKGNGzdq+fLluvXWW82OM6Rdu3b8y7EYr7zyynlvjxw5UsOHD1diYqJatGhhaJVZUVFR57199913a9GiRdq9ezfxICk3N1cffvihHnnkEc2ZM8f0HEvw9PRUrVq1TM+wlHnz5qlu3bqKiYkpus3f39/gorOIh4soLCxUYmLieZHg6empyMhI7dq1y9wwOIXs7GxJUvXq1Q0vsQabzaZff/1VeXl5atKkiek5lvDFF1+oXbt2at26NfHwh9TUVD3yyCPy9vZWkyZNNHToUNWrV8/0LKPWr1+vNm3aaOLEiUpISFCdOnXUr18/9enTx+gu4uEisrKyZLPZLqjgWrVq6dChQ2ZGwSnYbDZNnTpVTZs2VaNGjUzPMWr//v165ZVXVFBQoCpVqujZZ59VYGCg6VnGrV69Wvv27dM777xjeoplREREKCYmRgEBAcrIyNDs2bP1t7/9TRMmTJCvr6/pecYcPXpUixcv1oABAzRo0CDt3btXU6ZMkZeXl3r06GFsF/EAlLHJkycrJSVFr7/+uukpxgUEBOjdd99Vdna21q5dq48//lhjxoxx64A4duyYpk6dqldffVU+Pj6m51jGn58ODQ4OLoqJX3/9Vb169TK4zCybzaawsDANHTpUkhQSEqL9+/dr8eLFxIMV1axZU56ensrMzDzv9szMTJ6Tw0VNnjxZGzdu1JgxY1S3bl3Tc4zz8vJS/fr1JUmhoaHau3ev5s+fr4cfftjwMnMSExN14sQJvfDCC0W32Ww2bd++XQsWLNCMGTO4UFBStWrVFBAQoNTUVNNTjKpdu/YFsR0YGKh169YZWnQW8XARXl5eCg0NVXx8fNFLEW02m+Lj49W/f3/D62A1drtdX375peLi4jR69GhLXNBkRTabTQUFBaZnGBUZGXnBK5U++eQTBQQE6JZbbiEc/pCbm6vU1FR169bN9BSjmjZtesFT5YcOHZKfn5+hRWcRD5cwcOBAffzxxwoNDVV4eLjmz5+vvLw8o6eKTDv3BX3O0aNHlZSUpOrVq7v1hU2TJ09WbGysnn/+efn6+hadsapatarbnpqeMWOG2rZtq3r16ik3N1exsbFKSEi44JUp7sbX1/eCa2EqV66sGjVquPU1MtOmTVNUVJTq1aunjIwMzZo1S56enuratavpaUYNGDBAo0aN0pw5c9S5c2ft2bNHS5cuNX72jt+qeRkLFizQ999/r8zMTDVu3FgPPPCAIiIiTM8y5vfff9eYMWMuuL179+4aOXKkgUXWMGTIkGJvj4mJcdvY/OSTTxQfH6+MjAxVrVpVwcHBuuWWW9S6dWvT0yxn9OjRaty4sVv/kKj3339f27dv18mTJ1WzZk01a9ZMd911V9HTXu5sw4YNmjFjhlJTU+Xv768BAwYYf7UF8QAAABzCk2sAAMAhxAMAAHAI8QAAABxCPAAAAIcQDwAAwCHEAwAAcAjxAAAAHEI8AAAAhxAPAADAIcQDAABwCPEAAAAcQjwAKDf5+fl66qmn9NRTTyk/P7/o9lOnTunhhx/Wq6++KpvNZnAhgNIgHgCUGx8fH40cOVKpqan69ttvi27/4osvlJ2drZiYGHl68r8hwNl4mR4AwLVFRETo5ptv1rx589ShQwedOHFCa9as0f3336+AgADT8wCUAr+SG0C5Kyws1Isvvqjc3Fzl5uYqMDBQr732mjw8PExPA1AKnC8EUO68vLz02GOP6ejRo8rJyVFMTAzhADgx4gFAhdiyZYskqaCgQIcPHza8BsCVIB4AlLvk5GTNnj1bPXr0UEhIiD799FNlZ2ebngWglIgHAOWqsLBQkyZNUu3atfXAAw8oJiZGJ06c0NSpU01PA1BKxAOAcjVnzhwlJSXpsccek6+vr4KDgzV48GCtWLFCGzduND0PQCkQDwDKTWJioubOnavo6Gi1atWq6PZbb71VYWFh+uc//6nTp08bXAigNHipJgAAcAhnHgAAgEOIBwAA4BDiAQAAOIR4AAAADiEeAACAQ4gHAADgEOIBAAA4hHgAAAAOIR4AAIBDiAcAAOAQ4gEAADiEeAAAAA4hHgAAgEP+H5pNGR0SsIvnAAAAAElFTkSuQmCC", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -204,59 +195,58 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Here's a plot of parallelepiped, in case you are not sure what it is." + "Here's a plot of parallelepiped, in case you are not sure how it looks." ] }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 79, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ + "import matplotlib.pyplot as plt\n", + "from mpl_toolkits.mplot3d import Axes3D\n", + "\n", "fig = plt.figure(figsize=(8, 8))\n", "ax = fig.add_subplot(111, projection='3d')\n", "\n", "# Define the vertices of the parallelepiped\n", - "vertices = [[2, 0, 0], [2, 3, 0], [0, 3, 0], [0, 0, 0],\n", - " [2, 3, 4], [2, 6, 4], [0, 6, 4], [0, 3, 4]]\n", + "vertices = np.array([[2, 0, 0], [2, 3, 0], [0, 3, 0], [0, 0, 0],\n", + " [2, 3, 4], [2, 6, 4], [0, 6, 4], [0, 3, 4]])\n", "\n", - "# Plot the edges of the parallelepiped\n", - "for i in range(4):\n", - " xs = [vertices[i][0], vertices[i+4][0]]\n", - " ys = [vertices[i][1], vertices[i+4][1]]\n", - " zs = [vertices[i][2], vertices[i+4][2]]\n", - " ax.plot(xs, ys, zs, color='red')\n", + "# Plot edges between corresponding vertices\n", + "def plot_edges(vertices, pairs, color):\n", + " for (i, j) in pairs:\n", + " ax.plot([vertices[i, 0], vertices[j, 0]],\n", + " [vertices[i, 1], vertices[j, 1]],\n", + " [vertices[i, 2], vertices[j, 2]], color=color)\n", "\n", - "for i in range(4):\n", - " xs = [vertices[i][0], vertices[(i+1)%4][0]]\n", - " ys = [vertices[i][1], vertices[(i+1)%4][1]]\n", - " zs = [vertices[i][2], vertices[(i+1)%4][2]]\n", - " ax.plot(xs, ys, zs, color='blue')\n", + "# Pairs of indices representing edges to be plotted\n", + "bottom_edges = [(i, (i+1)%4) for i in range(4)]\n", + "top_edges = [(i+4, (i+1)%4+4) for i in range(4)]\n", + "vertical_edges = [(i, i+4) for i in range(4)]\n", "\n", - "for i in range(4,8):\n", - " xs = [vertices[i][0], vertices[(i+1)%4+4][0]]\n", - " ys = [vertices[i][1], vertices[(i+1)%4+4][1]]\n", - " zs = [vertices[i][2], vertices[(i+1)%4+4][2]]\n", - " ax.plot(xs, ys, zs, color='k')\n", + "# Plot all edges\n", + "plot_edges(vertices, bottom_edges, 'blue')\n", + "plot_edges(vertices, top_edges, 'k')\n", + "plot_edges(vertices, vertical_edges, 'red')\n", "\n", "# Add annotations for the coordinates at each vertex\n", "for vertex in vertices:\n", " ax.text(vertex[0], vertex[1], vertex[2], f\"({vertex[0]}, {vertex[1]}, {vertex[2]})\")\n", "\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -287,7 +277,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 80, "metadata": {}, "outputs": [], "source": [ @@ -303,12 +293,12 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 81, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+ "image/png": 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"text/latex": [ "$\\displaystyle a d - b c$" ], @@ -316,7 +306,7 @@ "a⋅d - b⋅c" ] }, - "execution_count": 7, + "execution_count": 81, "metadata": {}, "output_type": "execute_result" } @@ -326,14 +316,21 @@ "A.det()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Anything above than $2 \\times 2$ is become more complicated" + ] + }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 82, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/latex": [ "$\\displaystyle a e i - a f h - b d i + b f g + c d h - c e g$" ], @@ -341,7 +338,7 @@ "a⋅e⋅i - a⋅f⋅h - b⋅d⋅i + b⋅f⋅g + c⋅d⋅h - c⋅e⋅g" ] }, - "execution_count": 8, + "execution_count": 82, "metadata": {}, "output_type": "execute_result" } @@ -362,49 +359,46 @@ "cell_type": "markdown", "metadata": {}, "source": [ - " The $(i,j)$-**cofactor** of $ A$ is denoted as $C_{ij}$ given by\n", - " $$C_{i j}=(-1)^{i+j} \\operatorname{det} A_{i j} = (-1)^{i+j} M_{ij}$$\n", - " where $M_{ij}$ is the **minor determinant** which excludes $i$th row and $j$th column." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Consider a matrix $ A$\n", - "$$A=\\left[\\begin{array}{rrr}\n", + "The $(i,j)$-_cofactor_ of $A$ is denoted as $C_{ij}$ and is given by\n", + "$$C_{ij} = (-1)^{i+j} \\operatorname{det} A_{ij} = (-1)^{i+j} M_{ij}$$\n", + "where $M_{ij}$ is the _minor determinant_ obtained by excluding the $i$-th row and $j$-th column.\n", + "\n", + "Let's learn from an example. Consider the matrix $A$:\n", + "$$\n", + "A = \\left[\\begin{array}{rrr}\n", "1 & 5 & 0 \\\\\n", "2 & 4 & -1 \\\\\n", "0 & -2 & 0\n", - "\\end{array}\\right]$$\n", - "Any determinants can be expanded long its arbitrary row or column, we expand the determinant via the first row\n", - "$$\\begin{aligned}\n", - "\\operatorname{det} A &=1 \\cdot \\operatorname{det}\\left[\\begin{array}{rr}\n", + "\\end{array}\\right]\n", + "$$\n", + "Any determinant can be expanded along an arbitrary row or column. We will expand the determinant along the first row:\n", + "$$\n", + "\\begin{aligned}\n", + "\\operatorname{det} A &= 1 \\cdot \\operatorname{det}\\left[\\begin{array}{rr}\n", "4 & -1 \\\\\n", "-2 & 0\n", - "\\end{array}\\right]-5 \\cdot \\operatorname{det}\\left[\\begin{array}{cc}\n", + "\\end{array}\\right] - 5 \\cdot \\operatorname{det}\\left[\\begin{array}{cc}\n", "2 & -1 \\\\\n", "0 & 0\n", - "\\end{array}\\right]+0 \\cdot \\operatorname{det}\\left[\\begin{array}{rr}\n", + "\\end{array}\\right] + 0 \\cdot \\operatorname{det}\\left[\\begin{array}{rr}\n", "2 & 4 \\\\\n", "0 & -2\n", "\\end{array}\\right] \\\\\n", - "&=1(0-2)-5(0-0)+0(-4-0)=-2\n", - "\\end{aligned}$$\n", + "&= 1 \\cdot (0 - (-2)) - 5 \\cdot (0 - 0) + 0 \\cdot (-4 - 0) \\\\\n", + "&= 1 \\cdot 2 - 5 \\cdot 0 + 0 \\cdot (-4) \\\\\n", + "&= 2 - 0 + 0 \\\\\n", + "&= 2\n", + "\\end{aligned}\n", + "$$\n", "\n", - "The scalars, $1$, $-5$ and $0$, in front of each minor determinant are the elements of first row of $ A$." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In general, the expansions across $i$th row or $j$th column are\n", + "The scalars $1$, $5$, and $0$ in front of each minor determinant are the elements of the first row of $A$.\n", + "\n", + "In general, the expansions across the $i$-th row or $j$-th column are:\n", "$$\n", - "\\operatorname{det} A=a_{i 1} C_{i 1}+a_{i 2} C_{i 2}+\\cdots+a_{i n} C_{i n}\n", + "\\operatorname{det} A = a_{i1} C_{i1} + a_{i2} C_{i2} + \\cdots + a_{in} C_{in}\n", "$$\n", "$$\n", - "\\operatorname{det} A=a_{1 j} C_{1 j}+a_{2 j} C_{2 j}+\\cdots+a_{n j} C_{n j}\n", + "\\operatorname{det} A = a_{1j} C_{1j} + a_{2j} C_{2j} + \\cdots + a_{nj} C_{nj}\n", "$$" ] }, @@ -424,7 +418,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 83, "metadata": {}, "outputs": [ { @@ -440,13 +434,13 @@ "⎣2 0 32⎦" ] }, - "execution_count": 9, + "execution_count": 83, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "A = sy.Matrix([[49, 0, 61], [73, 22, 96], [2, 0, 32]]);A" + "A = sy.Matrix([[49, 0, 61], [73, 22, 96], [2, 0, 32]]); A" ] }, { @@ -467,25 +461,28 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 84, "metadata": {}, "outputs": [], "source": [ - "def cof_exp(matrix, c): # c is the col that we want to expand\n", + "def cof_exp(matrix, c):\n", + " \"\"\"Calculate the cofactor expansion of a matrix along the c-th column.\"\"\"\n", " detA = 0\n", - " for i in range(matrix.shape[1]): # matrix.shape[1] is the total number of columns\n", - " detA += matrix[i, c]*(-1)**(i+c)*sy.matrices.matrices.MatrixDeterminant.minor(matrix, i, c)\n", + " for i in range(matrix.shape[0]): # matrix.shape[0] is the total number of rows\n", + " minor_matrix = matrix.minor_submatrix(i, c)\n", + " cofactor = (-1)**(i + c) * minor_matrix.det()\n", + " detA += matrix[i, c] * cofactor\n", " return detA" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 85, "metadata": {}, 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+ "image/png": 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"text/latex": [ "$\\displaystyle 31812$" ], @@ -493,7 +490,7 @@ "31812" ] }, - "execution_count": 11, + "execution_count": 85, "metadata": {}, "output_type": "execute_result" } @@ -511,12 +508,12 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 86, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+ "image/png": "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", "text/latex": [ "$\\displaystyle 31812$" ], @@ -524,7 +521,7 @@ "31812" ] }, - "execution_count": 12, + "execution_count": 86, "metadata": {}, "output_type": "execute_result" } @@ -542,31 +539,31 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 87, "metadata": {}, "outputs": [ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}47 & 0 & 22 & 15 & 33 & 21 & 0\\\\0 & 0 & 14 & 27 & 0 & 19 & 20\\\\15 & 0 & 13 & 39 & 0 & 34 & 48\\\\47 & 43 & 25 & 0 & 0 & 26 & 21\\\\14 & 16 & 0 & 43 & 29 & 0 & 11\\\\27 & 10 & 37 & 0 & 34 & 42 & 0\\\\0 & 44 & 28 & 34 & 39 & 0 & 44\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}0 & 25 & 32 & 46 & 0 & 32 & 0\\\\15 & 0 & 0 & 44 & 41 & 0 & 0\\\\0 & 35 & 43 & 44 & 0 & 25 & 13\\\\18 & 30 & 25 & 0 & 32 & 36 & 17\\\\0 & 0 & 23 & 50 & 32 & 44 & 31\\\\0 & 36 & 29 & 11 & 0 & 42 & 0\\\\18 & 19 & 13 & 26 & 46 & 42 & 23\\end{matrix}\\right]$" ], "text/plain": [ - "⎡47 0 22 15 33 21 0 ⎤\n", + "⎡0 25 32 46 0 32 0 ⎤\n", "⎢ ⎥\n", - "⎢0 0 14 27 0 19 20⎥\n", + "⎢15 0 0 44 41 0 0 ⎥\n", "⎢ ⎥\n", - "⎢15 0 13 39 0 34 48⎥\n", + "⎢0 35 43 44 0 25 13⎥\n", "⎢ ⎥\n", - "⎢47 43 25 0 0 26 21⎥\n", + "⎢18 30 25 0 32 36 17⎥\n", "⎢ ⎥\n", - "⎢14 16 0 43 29 0 11⎥\n", + "⎢0 0 23 50 32 44 31⎥\n", "⎢ ⎥\n", - "⎢27 10 37 0 34 42 0 ⎥\n", + "⎢0 36 29 11 0 42 0 ⎥\n", "⎢ ⎥\n", - "⎣0 44 28 34 39 0 44⎦" + "⎣18 19 13 26 46 42 23⎦" ] }, - "execution_count": 13, + "execution_count": 87, "metadata": {}, "output_type": "execute_result" } @@ -584,26 +581,26 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 88, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+ "image/png": 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"text/latex": [ - "$\\displaystyle 104148535253$" + "$\\displaystyle -7052024832$" ], "text/plain": [ - "104148535253" + "-7052024832" ] }, - "execution_count": 14, + "execution_count": 88, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "cof_exp(B,1)" + "cof_exp(B, 1)" ] }, { @@ -615,20 +612,20 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 89, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+ "image/png": "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", "text/latex": [ - "$\\displaystyle 104148535253$" + "$\\displaystyle -7052024832$" ], "text/plain": [ - "104148535253" + "-7052024832" ] }, - "execution_count": 15, + "execution_count": 89, "metadata": {}, "output_type": "execute_result" } @@ -641,47 +638,47 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "**Minor matrices** can also be extracted by using code ```sy.matrices.matrices.MatrixDeterminant.minor_submatrix()```, for instance, the $M_{23}$ matrix of $ B$ is" + "_Minor matrices_ can also be extracted by using code ```.minor_submatrix()```, for instance, the $M_{23}$ matrix of $ B$ is" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 90, "metadata": {}, "outputs": [ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}47 & 0 & 15 & 33 & 21 & 0\\\\15 & 0 & 39 & 0 & 34 & 48\\\\47 & 43 & 0 & 0 & 26 & 21\\\\14 & 16 & 43 & 29 & 0 & 11\\\\27 & 10 & 0 & 34 & 42 & 0\\\\0 & 44 & 34 & 39 & 0 & 44\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}0 & 25 & 46 & 0 & 32 & 0\\\\0 & 35 & 44 & 0 & 25 & 13\\\\18 & 30 & 0 & 32 & 36 & 17\\\\0 & 0 & 50 & 32 & 44 & 31\\\\0 & 36 & 11 & 0 & 42 & 0\\\\18 & 19 & 26 & 46 & 42 & 23\\end{matrix}\\right]$" ], "text/plain": [ - "⎡47 0 15 33 21 0 ⎤\n", + "⎡0 25 46 0 32 0 ⎤\n", "⎢ ⎥\n", - "⎢15 0 39 0 34 48⎥\n", + "⎢0 35 44 0 25 13⎥\n", "⎢ ⎥\n", - "⎢47 43 0 0 26 21⎥\n", + "⎢18 30 0 32 36 17⎥\n", "⎢ ⎥\n", - "⎢14 16 43 29 0 11⎥\n", + "⎢0 0 50 32 44 31⎥\n", "⎢ ⎥\n", - "⎢27 10 0 34 42 0 ⎥\n", + "⎢0 36 11 0 42 0 ⎥\n", "⎢ ⎥\n", - "⎣0 44 34 39 0 44⎦" + "⎣18 19 26 46 42 23⎦" ] }, - "execution_count": 16, + "execution_count": 90, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "sy.matrices.matrices.MatrixDeterminant.minor_submatrix(B, 1, 2) # Pythonic indexing" + "B.minor_submatrix(1, 2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "**Cofactor matrix** is the matrix contain all cofactors of original matrix, and function ```.cofactor_matrix()``` can do the job.\n", + "_Cofactor matrix_ is the matrix contains all cofactors of original matrix, and function ```.cofactor_matrix()``` can easily produce this type of matrix.\n", "\n", "$$A=\\left[\\begin{array}{rrr}\n", "C_{11} & C_{12} & C_{13} \\\\\n", @@ -699,7 +696,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 91, "metadata": {}, "outputs": [ { @@ -715,13 +712,13 @@ "⎣-1342 -251 1078⎦" ] }, - "execution_count": 17, + "execution_count": 91, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "sy.matrices.matrices.MatrixDeterminant.cofactor_matrix(A)" + "A.cofactor_matrix()" ] }, { @@ -754,33 +751,33 @@ "A=\\left[\\begin{array}{cccc}\n", "a_{11} & a_{12} & \\cdots & a_{1 n} \\\\\n", "& a_{22} & \\cdots & a_{2 n} \\\\\n", - "& & \\ddots & \\\\\n", - "& & & a_{n n}\n", + "& & \\ddots & \\vdots\\\\\n", + "& & & a_{n n}\\\\\n", "\\end{array}\\right]\n", "$$\n", - "Cofactor expanding on the first column, \n", + "Cofactor expanding on the first column, the sign of $a_{ii}$ is always positive because $(-1)^{2i}$\n", "$$\n", "a_{11} \\cdot \\left[\\begin{array}{cccc}\n", "a_{22} & a_{22} & \\cdots & a_{2 n} \\\\\n", "& a_{33} & \\cdots & a_{3 n} \\\\\n", - "& & \\ddots & \\\\\n", - "& & & a_{n n}\n", + "& & \\ddots & \\vdots\\\\\n", + "& & & a_{n n}\n", "\\end{array}\\right]\n", "$$\n", "Continue the cofactor expansion\n", "$$\n", "\\operatorname{det} A=a_{11} a_{22} \\cdot \\left[\\begin{array}{cccc}\n", - "a_{33} & a_{34} & \\cdots & a_{3 n} \\\\\n", - "& a_{44} & \\cdots & a_{4 n} \\\\\n", - "& & \\ddots & \\\\\n", - "& & & a_{n n}\n", + "a_{33} & a_{34} & \\cdots & a_{3n} \\\\\n", + "& a_{44} & \\cdots & a_{4n} \\\\\n", + "& & \\ddots & \\vdots \\\\\n", + "& & & a_{nn}\n", "\\end{array}\\right]\n", "$$\n", "Iterating the expansion, eventually\n", "$$\n", - "\\text { Det } A=a_{11} \\cdots a_{n-2, n-2} \\cdot \\left[\\begin{array}{cc}\n", + "\\text { det } A=a_{11} \\cdots a_{n-2, n-2} \\cdot \\left[\\begin{array}{cc}\n", "a_{n-1, n-1} & a_{n-1, n} \\\\\n", - "a_{n n}\n", + "& a_{n n}\n", "\\end{array}\\right]=a_{11} \\cdots a_{n n}\n", "$$" ] @@ -794,20 +791,20 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 92, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([[32., 76., 26., 87., 97.],\n", - " [ 0., 31., 76., 73., 33.],\n", - " [ 0., 0., 74., 89., 94.],\n", - " [ 0., 0., 0., 1., 45.],\n", - " [ 0., 0., 0., 0., 3.]])" + "array([[79., 66., 59., 58., 33.],\n", + " [ 0., 88., 17., 39., 72.],\n", + " [ 0., 0., 27., 86., 57.],\n", + " [ 0., 0., 0., 47., 73.],\n", + " [ 0., 0., 0., 0., 58.]])" ] }, - "execution_count": 18, + "execution_count": 92, "metadata": {}, "output_type": "execute_result" } @@ -826,20 +823,20 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 93, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/latex": [ - "$\\displaystyle 220224.0$" + "$\\displaystyle 511681104.0$" ], "text/plain": [ - "220224.00000000006" + "511681104.0000005" ] }, - "execution_count": 19, + "execution_count": 93, "metadata": {}, "output_type": "execute_result" } @@ -852,25 +849,25 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Extract the diagonal by ```np.diag()```, then calculate the product. The same results!" + "Extract the diagonal with ```np.diag()```, then calculate the product. We should expect the same results." ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 94, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/latex": [ - "$\\displaystyle 220224.0$" + "$\\displaystyle 511681104.0$" ], "text/plain": [ - "220224.0" + "511681104.0" ] }, - "execution_count": 20, + "execution_count": 94, "metadata": {}, "output_type": "execute_result" } @@ -891,19 +888,18 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Determinants has a long list of properties, however they are mostly derived facts from cofactor expansion. So no need to memorise any of them.\n", - " \n", - "1. Let $A$ be an $n×n$ square matrix. If one row of $A$ is multiplied by $k$ to produce the matrix $B$, then: $\\text{det} B = k\\, \\text{det} A$.\n", - "2. Let $A$ be an $n×n$ square matrix. If two rows of $A$ are interchanged to produce a matrix $B$ , then $\\text{det}B=-\\text{det}A$.\n", - "3. Let $A$ be an $n×n$ square matrix. If a multiple of one row of $A$ is added to another row to produce the matrix $B$, then $\\text{det}A=\\text{det}B$.\n", - "4. If $A$ is an $n×n$ matrix, then $\\text{det}A^T = \\text{det}A$\n", - "5. A square matrix $A$ is invertible if and only if $\\text{det}A\\neq 0$\n", - "6. If $A$ and $B$ are $n×n$ matrices, then $\\text{det}AB = (\\text{det}{A})(\\text{det}{B})$\n", - "7. If $A$ is an $n×n$ matrix and $k$ is a scalar, then $\\text{det}\\,kA=k^n\\,\\text{det}A$.\n", - "8. If $A$ is an invertible square matrix, then $\\text{det}A^{-1}=\\frac{1}{\\det A}$.\n", - "\n", + "Determinants have a long list of properties, but they are mostly derived from cofactor expansion. There is no need to memorize them.\n", "\n", - "All of them are straightforward, the key is to demonstrate them via cofactor expansion. Here is some unrigorous proofs." + "1. Let $A$ be an $n \\times n$ square matrix. If one row of $A$ is multiplied by $k$ to produce the matrix $B$, then $\\text{det} B = k \\, \\text{det} A$.\n", + "2. Let $A$ be an $n \\times n$ square matrix. If two rows of $A$ are interchanged to produce a matrix $B$, then $\\text{det} B = -\\text{det} A$.\n", + "3. Let $A$ be an $n \\times n$ square matrix. If a multiple of one row of $A$ is added to another row to produce the matrix $B$, then $\\text{det} A = \\text{det} B$.\n", + "4. If $A$ is an $n \\times n$ matrix, then $\\text{det} A^T = \\text{det} A$.\n", + "5. A square matrix $A$ is invertible if and only if $\\text{det} A \\neq 0$.\n", + "6. If $A$ and $B$ are $n \\times n$ matrices, then $\\text{det} AB = (\\text{det} A)(\\text{det} B)$.\n", + "7. If $A$ is an $n \\times n$ matrix and $k$ is a scalar, then $\\text{det} \\, kA = k^n \\, \\text{det} A$.\n", + "8. If $A$ is an invertible square matrix, then $\\text{det} A^{-1} = \\frac{1}{\\text{det} A}$.\n", + "\n", + "All of these properties are straightforward. The key is to demonstrate them using cofactor expansion. Here are some casual proofs." ] }, { @@ -946,7 +942,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "These properties are useful in analytical derivation of some other theorems, however not efficient in numerical computation." + "These properties are useful in the analytical derivation of other theorems; however, they are not efficient for numerical computation." ] }, { @@ -960,7 +956,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "If a linear system has $n$ equations and $n$ variables, an algorithm called **Cramer's Rule** can solve the system in terms of determinants as long as the solution is unique.\n", + "If a linear system has $n$ equations and $n$ variables, an algorithm called _Cramer's Rule_ can solve the system in terms of determinants as long as the solution is unique.\n", "$$\n", "A_{n\\times n}\\mathbf{b}_{n} = \\mathbf{x}_n\n", "$$\n", @@ -1003,7 +999,7 @@ "\\end{array}\\right]=A_{i}(\\mathbf{b})\n", "\\end{aligned}$$\n", " \n", - "where $I_i(\\mathbf{x})$ is an identity matrix whose $i$th column replaced by $\\mathbf{x}$. With determinant's property,\n", + "where $I_i(\\mathbf{x})$ is an identity matrix whose $i$-th column replaced by $\\mathbf{x}$. With determinant's property,\n", "$$(\\operatorname{det} A)\\left(\\operatorname{det} I_{i}(\\mathbf{x})\\right)=\\operatorname{det} A_{i}(\\mathbf{b})$$\n", "\n", "$\\text{det}I_{i}(\\mathbf{x})=x_i$, can be shown by cofactor expansion.\n", @@ -1040,7 +1036,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 95, "metadata": {}, "outputs": [], "source": [ @@ -1050,7 +1046,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 96, "metadata": {}, "outputs": [], "source": [ @@ -1073,20 +1069,20 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 97, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/latex": [ "$\\displaystyle \\left( 1.0, \\ 2.0, \\ -1.0\\right)$" ], "text/plain": [ - "(1.0000000000000002, 1.999999999999999, -1.0)" + "(1.0000000000000004, 1.9999999999999982, -1.0000000000000002)" ] }, - "execution_count": 23, + "execution_count": 97, "metadata": {}, "output_type": "execute_result" } @@ -1107,7 +1103,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 98, "metadata": {}, "outputs": [ { @@ -1116,7 +1112,7 @@ "array([ 1., 2., -1.])" ] }, - "execution_count": 24, + "execution_count": 98, "metadata": {}, "output_type": "execute_result" } @@ -1134,7 +1130,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 99, "metadata": {}, "outputs": [ { @@ -1143,7 +1139,7 @@ "array([ 1., 2., -1.])" ] }, - "execution_count": 25, + "execution_count": 99, "metadata": {}, "output_type": "execute_result" } @@ -1163,14 +1159,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "However, remember that Cramer's rule is rarely carried out in practice when solving system of equations, since computational cost (measured by the number of floating operations (flop), are much higher than Gaussian-Jordon elimination." + "However, remember that Cramer's rule is rarely used in practice for solving systems of equations, as its computational cost (measured by the number of floating-point operations, or flops) is much higher than that of Gaussian-Jordan elimination." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "# A Determinant Formula For $A^{-1}$" + "# A Determinant Formula For Inverse Matrix" ] }, { @@ -1185,7 +1181,7 @@ "C_{1 n} & C_{2 n} & \\cdots & C_{n n}\n", "\\end{array}\\right]$$\n", "\n", - "where the matrix of cofactors on RHS is the **adjugate** matrix, SymPy function is ```sy.matrices.matrices.MatrixDeterminant.adjugate```. And this is the transpose of the _cofactor matrix_ which we computed using ```sy.matrices.matrices.MatrixDeterminant.cofactor_matrix```" + "where the matrix of cofactors on RHS is the _adjugate_ matrix, SymPy function is ```sy.matrices.matrices.MatrixDeterminant.adjugate```. And this is the transpose of the _cofactor matrix_ which we computed using ```sy.matrices.matrices.MatrixDeterminant.cofactor_matrix```" ] }, { @@ -1204,27 +1200,27 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 100, "metadata": {}, "outputs": [ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}-2 & 0 & 0 & 0 & -5\\\\-2 & -1 & 0 & 0 & 2\\\\-1 & 2 & -4 & 0 & -1\\\\-5 & 4 & -4 & -3 & -4\\\\0 & -3 & 1 & -4 & 5\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}0 & 2 & -1 & 4 & -5\\\\-1 & 0 & 0 & -5 & 4\\\\0 & 5 & 0 & 1 & -5\\\\-2 & -5 & 5 & 2 & 1\\\\0 & -3 & 0 & 0 & 4\\end{matrix}\\right]$" ], "text/plain": [ - "⎡-2 0 0 0 -5⎤\n", + "⎡0 2 -1 4 -5⎤\n", "⎢ ⎥\n", - "⎢-2 -1 0 0 2 ⎥\n", + "⎢-1 0 0 -5 4 ⎥\n", "⎢ ⎥\n", - "⎢-1 2 -4 0 -1⎥\n", + "⎢0 5 0 1 -5⎥\n", "⎢ ⎥\n", - "⎢-5 4 -4 -3 -4⎥\n", + "⎢-2 -5 5 2 1 ⎥\n", "⎢ ⎥\n", - "⎣0 -3 1 -4 5 ⎦" + "⎣0 -3 0 0 4 ⎦" ] }, - "execution_count": 26, + "execution_count": 100, "metadata": {}, "output_type": "execute_result" } @@ -1242,33 +1238,33 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 101, "metadata": {}, "outputs": [ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}19 & 310 & -95 & 80 & -60\\\\332 & 95 & 266 & -224 & 168\\\\115 & 1 & 388 & -124 & 93\\\\11 & -226 & -55 & 97 & 168\\\\185 & -124 & 38 & -32 & 24\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}-185 & -162 & 4 & -37 & -55\\\\-20 & 8 & 128 & -4 & 128\\\\-101 & -54 & 80 & 27 & 21\\\\25 & -10 & 76 & 5 & 135\\\\-15 & 6 & 96 & -3 & 155\\end{matrix}\\right]$" ], "text/plain": [ - "⎡19 310 -95 80 -60⎤\n", + "⎡-185 -162 4 -37 -55⎤\n", "⎢ ⎥\n", - "⎢332 95 266 -224 168⎥\n", + "⎢-20 8 128 -4 128⎥\n", "⎢ ⎥\n", - "⎢115 1 388 -124 93 ⎥\n", + "⎢-101 -54 80 27 21 ⎥\n", "⎢ ⎥\n", - "⎢11 -226 -55 97 168⎥\n", + "⎢ 25 -10 76 5 135⎥\n", "⎢ ⎥\n", - "⎣185 -124 38 -32 24 ⎦" + "⎣-15 6 96 -3 155⎦" ] }, - "execution_count": 27, + "execution_count": 101, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "A_adjugate = sy.matrices.matrices.MatrixDeterminant.adjugate(A); A_adjugate " + "A_adjugate = A.adjugate(); A_adjugate " ] }, { @@ -1280,74 +1276,82 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 102, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", - "text/latex": [ - "$\\displaystyle -32$" - ], "text/plain": [ - "-32" + "'(2, 0) minor: 4'" ] }, - "execution_count": 28, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'(3, 1) minor: -4'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'(3, 4) minor: -3'" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "(-1)**(1+3) * sy.matrices.matrices.MatrixDeterminant.minor(A, 2, 0) # transpose the index\n", - "(-1)**(2+4) * sy.matrices.matrices.MatrixDeterminant.minor(A, 3, 1)\n", - "(-1)**(5+4) * sy.matrices.matrices.MatrixDeterminant.minor(A, 3, 4)" + "display(f\"(2, 0) minor: {(-1)**(1+3) * A.minor(2, 0)}\") # (1, 3) cofactor of A, transposed index\n", + "display(f\"(3, 1) minor: {(-1)**(2+4) * A.minor(3, 1)}\")\n", + "display(f\"(3, 4) minor: {(-1)**(5+4) * A.minor(3, 4)}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Adjugate is the transpose of cofactor matrix, thus we reverse the row and column index when referring to the elements in mind. They are correct as in adjugate matrix, so we have obtained the correct one." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "To make results tidy, we need some extra steps." + "Adjugate is the transpose of cofactor matrix, thus we reverse the row and column index when referring to the elements. As we have shown it is truel adjugate matrix. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ + "Next we will check if this inverse formula works with SymPy's function. \n", + "\n", "The ```sy.N()``` is for converting to float approximation, i.e. if you don't like fractions." ] }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 103, "metadata": {}, "outputs": [ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}-0.0197 & -0.3219 & 0.0987 & -0.0831 & 0.0623\\\\-0.3448 & -0.0987 & -0.2762 & 0.2326 & -0.1745\\\\-0.1194 & -0.001 & -0.4029 & 0.1288 & -0.0966\\\\-0.0114 & 0.2347 & 0.0571 & -0.1007 & -0.1745\\\\-0.1921 & 0.1288 & -0.0395 & 0.0332 & -0.0249\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}-0.7839 & -0.6864 & 0.0169 & -0.1568 & -0.2331\\\\-0.0847 & 0.0339 & 0.5424 & -0.0169 & 0.5424\\\\-0.428 & -0.2288 & 0.339 & 0.1144 & 0.089\\\\0.1059 & -0.0424 & 0.322 & 0.0212 & 0.572\\\\-0.0636 & 0.0254 & 0.4068 & -0.0127 & 0.6568\\end{matrix}\\right]$" ], "text/plain": [ - "⎡-0.0197 -0.3219 0.0987 -0.0831 0.0623 ⎤\n", - "⎢ ⎥\n", - "⎢-0.3448 -0.0987 -0.2762 0.2326 -0.1745⎥\n", - "⎢ ⎥\n", - "⎢-0.1194 -0.001 -0.4029 0.1288 -0.0966⎥\n", - "⎢ ⎥\n", - "⎢-0.0114 0.2347 0.0571 -0.1007 -0.1745⎥\n", - "⎢ ⎥\n", - "⎣-0.1921 0.1288 -0.0395 0.0332 -0.0249⎦" + "⎡-0.7839 -0.6864 0.0169 -0.1568 -0.2331⎤\n", + "⎢ ⎥\n", + "⎢-0.0847 0.0339 0.5424 -0.0169 0.5424 ⎥\n", + "⎢ ⎥\n", + "⎢-0.428 -0.2288 0.339 0.1144 0.089 ⎥\n", + "⎢ ⎥\n", + "⎢0.1059 -0.0424 0.322 0.0212 0.572 ⎥\n", + "⎢ ⎥\n", + "⎣-0.0636 0.0254 0.4068 -0.0127 0.6568 ⎦" ] }, - "execution_count": 29, + "execution_count": 103, "metadata": {}, "output_type": "execute_result" } @@ -1367,27 +1371,27 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 104, "metadata": {}, "outputs": [ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}-0.0197 & -0.3219 & 0.0987 & -0.0831 & 0.0623\\\\-0.3448 & -0.0987 & -0.2762 & 0.2326 & -0.1745\\\\-0.1194 & -0.001 & -0.4029 & 0.1288 & -0.0966\\\\-0.0114 & 0.2347 & 0.0571 & -0.1007 & -0.1745\\\\-0.1921 & 0.1288 & -0.0395 & 0.0332 & -0.0249\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}-0.7839 & -0.6864 & 0.0169 & -0.1568 & -0.2331\\\\-0.0847 & 0.0339 & 0.5424 & -0.0169 & 0.5424\\\\-0.428 & -0.2288 & 0.339 & 0.1144 & 0.089\\\\0.1059 & -0.0424 & 0.322 & 0.0212 & 0.572\\\\-0.0636 & 0.0254 & 0.4068 & -0.0127 & 0.6568\\end{matrix}\\right]$" ], "text/plain": [ - "⎡-0.0197 -0.3219 0.0987 -0.0831 0.0623 ⎤\n", - "⎢ ⎥\n", - "⎢-0.3448 -0.0987 -0.2762 0.2326 -0.1745⎥\n", - "⎢ ⎥\n", - "⎢-0.1194 -0.001 -0.4029 0.1288 -0.0966⎥\n", - "⎢ ⎥\n", - "⎢-0.0114 0.2347 0.0571 -0.1007 -0.1745⎥\n", - "⎢ ⎥\n", - "⎣-0.1921 0.1288 -0.0395 0.0332 -0.0249⎦" + "⎡-0.7839 -0.6864 0.0169 -0.1568 -0.2331⎤\n", + "⎢ ⎥\n", + "⎢-0.0847 0.0339 0.5424 -0.0169 0.5424 ⎥\n", + "⎢ ⎥\n", + "⎢-0.428 -0.2288 0.339 0.1144 0.089 ⎥\n", + "⎢ ⎥\n", + "⎢0.1059 -0.0424 0.322 0.0212 0.572 ⎥\n", + "⎢ ⎥\n", + "⎣-0.0636 0.0254 0.4068 -0.0127 0.6568 ⎦" ] }, - "execution_count": 30, + "execution_count": 104, "metadata": {}, "output_type": "execute_result" } @@ -1405,7 +1409,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 105, "metadata": {}, "outputs": [ { @@ -1425,7 +1429,7 @@ "⎣0 0 0 0 0⎦" ] }, - "execution_count": 31, + "execution_count": 105, "metadata": {}, "output_type": "execute_result" } @@ -1446,13 +1450,15 @@ "metadata": {}, "source": [ "
\n", + "\n", "Short Proof of $A^{-1}$ Formula With Determinants
\n", - "We define $x$ the $j$th column of $A^{-1}$ which satisfies\n", + "\n", + "We define $x$ the $j$-th column of $A^{-1}$ which satisfies\n", "$$\n", "Ax= e_j\n", "$$\n", "\n", - "and $e_j$ is the $j$th column of an identity matrix, and $j$th entry of $x$ is the $(i,j)$-entry of $A^{-1}$. By Cramer's rule,\n", + "and $e_j$ is the $j$-th column of an identity matrix, and $j$th entry of $x$ is the $(i,j)$-entry of $A^{-1}$. By Cramer's rule,\n", "\n", "$$\\left\\{(i, j) \\text { -entry of } A^{-1}\\right\\}=x_{i}=\\frac{\\operatorname{det} A_{i}\\left(\\mathbf{e}_{j}\\right)}{\\operatorname{det} A}$$\n", "\n", @@ -1478,7 +1484,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.12.4" }, "toc": { "base_numbering": 1, diff --git a/notebooks/Chapter 4 - LU Factorization.ipynb b/notebooks/Chapter 4 - LU Factorization.ipynb index 4652ea6..599d6b1 100644 --- a/notebooks/Chapter 4 - LU Factorization.ipynb +++ b/notebooks/Chapter 4 - LU Factorization.ipynb @@ -8,7 +8,6 @@ "source": [ "import numpy as np\n", "import scipy as sp\n", - "import scipy.linalg\n", "import sympy as sy\n", "sy.init_printing() " ] @@ -34,13 +33,15 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "LU factorization arises due its computational efficiency, it mainly facilitates solving the system of linear equations, though the flops (number of floating operations) of LU is still higher than Guassian-Jordon. Nonetheless LU factorization is particularly handy if you are computing multiple solutions of $A x =b$. \n", + "LU factorization arises due its computational efficiency, it mainly facilitates solving the system of linear equations, though the flops (number of floating operations) of LU is still higher than Guassian-Jordon. \n", "\n", - "For instance, if you have a set of $\\{b_i,\\ i \\in \\mathbb Z\\}$ to substitute in the system, such that\n", + "Nonetheless LU factorization is particularly handy if you are computing multiple solutions of $A x =b$. \n", + "\n", + "One example is, if you have a set of $\\{b_i,\\ i \\in \\mathbb Z\\}$ to substitute in the system, such that\n", "$$\n", "Ax=b_1,\\quad Ax=b_2,\\quad Ax=b_3,\\quad Ax=b_4, \\quad...\n", "$$\n", - "we only decompose $A$ once, but Guassian-Jordon algorithm will have to re-do operations with every $b_i$." + "we only decompose $A$ once, but Guassian-Jordon algorithm will have to re-do operations with every augmented $[A |b_i]$." ] }, { @@ -223,8 +224,8 @@ "source": [ "And we get the inverse of $E_1$ and $E_2$:\n", "$$\n", - "E_1^{-1} = \\left[\\begin{array}{ccc|ccc} 1& 0& 0 \\\\ \\frac{1}{3}& 1& 0\\\\ 0& 0 &1 \\end{array}\\right]\\\\\n", - "E_2^{-1} = \\left[\\begin{array}{ccc|ccc} 1& 0& 0 \\\\ 1& 1& 0\\\\ 0& \\frac{8}{3} &1 \\end{array}\\right]\n", + "E_1^{-1} = \\left[\\begin{array}{ccc} 1& 0& 0 \\\\ \\frac{1}{3}& 1& 0\\\\ 0& 0 &1 \\end{array}\\right]\\\\\n", + "E_2^{-1} = \\left[\\begin{array}{ccc} 1& 0& 0 \\\\ 1& 1& 0\\\\ 0& \\frac{8}{3} &1 \\end{array}\\right]\n", "$$" ] }, @@ -234,10 +235,10 @@ "source": [ "$$\n", "L = E_1^{-1}E_2^{-1}= \n", - "\\left[\\begin{array}{ccc|ccc} 1& 0& 0 \\\\ \\frac{1}{3}& 1& 0\\\\ 0& 0 &1 \\end{array}\\right]\n", - "\\left[\\begin{array}{ccc|ccc} 1& 0& 0 \\\\ 1& 1& 0\\\\ 0& \\frac{8}{3} &1 \\end{array}\\right]\n", + "\\left[\\begin{array}{ccc} 1& 0& 0 \\\\ \\frac{1}{3}& 1& 0\\\\ 0& 0 &1 \\end{array}\\right]\n", + "\\left[\\begin{array}{ccc} 1& 0& 0 \\\\ 1& 1& 0\\\\ 0& \\frac{8}{3} &1 \\end{array}\\right]\n", "=\n", - "\\left[\\begin{array}{ccc|ccc} 1& 0& 0 \\\\ \\frac{4}{3}&1& 0\\\\ 0& \\frac{8}{3} &1 \\end{array}\\right]\n", + "\\left[\\begin{array}{ccc} 1& 0& 0 \\\\ \\frac{4}{3}&1& 0\\\\ 0& \\frac{8}{3} &1 \\end{array}\\right]\n", "$$" ] }, @@ -249,7 +250,7 @@ "$$\n", "A = LU =\n", "\\underbrace{\n", - "\\left[\\begin{array}{ccc|ccc} 1& 0& 0 \\\\ \\frac{4}{3}&1& 0\\\\ 0& \\frac{8}{3} &1 \\end{array}\\right]}_{L}\n", + "\\left[\\begin{array}{ccc} 1& 0& 0 \\\\ \\frac{4}{3}&1& 0\\\\ 0& \\frac{8}{3} &1 \\end{array}\\right]}_{L}\n", "\\underbrace{\n", "\\begin{bmatrix}\n", "9 & 3 & 6\\\\0 & 3 & 4\\\\0 & 0 & -\\frac{8}{3}\\\\ \n", @@ -363,14 +364,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "It is easy to notice the SciPy ```lu``` function give us more than $L$ and $U$, but also $P$ which is a **permutation matrix**. Theoretically, we don't need row switches to convert $A$ into $U$, but in some situations we must make row switches beforehand, otherwise decomposition will fail to materialize.\n", + "It is easy to notice the SciPy ```lu``` function give us more than $L$ and $U$, but also $P$, which is a _permutation matrix_. Theoretically, we don't need row switches to convert $A$ into $U$, but in some situations we must make row switches beforehand, otherwise decomposition will fail to materialize.\n", "\n", "Thus Scipy uses $PLU$ decomposition to make the procedure always possible\n", "$$\n", "A = PLU\n", "$$\n", "\n", - "Actually $P = P^{-1}$, why? It's easier to analyze in augmented matrix expression, the inverse of row-switched elementary matrices are themselves.\n", + "Also $P = P^{-1}$, why? It's easier to analyze in augmented matrix expression, the inverse of row-switched elementary matrices are themselves.\n", "\n", "$$\n", "[P| I]=\\left[\\begin{array}{ccc|ccc} \n", @@ -678,7 +679,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.12.4" }, "toc": { "base_numbering": 1, diff --git a/notebooks/Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication.ipynb b/notebooks/Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication.ipynb index 3995aaa..efde6fa 100644 --- a/notebooks/Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication.ipynb +++ b/notebooks/Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication.ipynb @@ -7,8 +7,7 @@ "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "from mpl_toolkits.mplot3d import Axes3D" + "import numpy as np" ] }, { @@ -22,7 +21,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "All vectors in the vector space has a length except $0$-vector, and the terminology of length is **norm**, the general formula of norm of a vector in $\\mathbb{R}^k$is given by\n", + "All vectors in the vector space has a length except $0$-vector, and the terminology of length is _norm_, the general formula of norm of a vector in $\\mathbb{R}^k$ is given by\n", "\n", "$$\n", "\\|u\\|= \\sqrt{x_1^2+x_2^2+...+x_k^2}\n", @@ -33,53 +32,68 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ + "\n", + "# Define the figure and axis\n", "fig, ax = plt.subplots(figsize=(8, 8))\n", - "vec = np.array([[0, 0, 4, 7], [0, 0, 8, 6]])\n", "\n", - "X, Y, U, V = zip(*vec)\n", - "ax.quiver(X, Y, U, V, angles='xy', scale_units='xy', scale=1, color = 'red', alpha = .6)\n", + "# Define the vectors as starting points and directions\n", + "vectors = np.array([[0, 0, 4, 7], [0, 0, 8, 6]])\n", + "\n", + "# Unpack the vectors into separate components\n", + "X, Y, U, V = zip(*vectors)\n", + "\n", + "# Plot the vectors using quiver\n", + "ax.quiver(X, Y, U, V, angles='xy', scale_units='xy', scale=1, color='red', alpha=0.6)\n", + "\n", + "# Set the limits and labels for the plot\n", "ax.set_xlim([0, 10])\n", "ax.set_ylim([0, 10])\n", - "ax.set_xlabel('x-axis', fontsize =16)\n", - "ax.set_ylabel('y-axis', fontsize =16)\n", + "ax.set_xlabel('x-axis', fontsize=16)\n", + "ax.set_ylabel('y-axis', fontsize=16)\n", + "\n", + "# Add grid\n", "ax.grid()\n", - "ax.text(4, 7, '$(4, 7)$', fontsize = 16)\n", - "ax.text(8, 6, '$(8, 6)$', fontsize = 16)\n", "\n", - "ax.plot([4, 4], [0, 7], c = 'b', lw = 2)\n", - "ax.plot([0, 4], [0, 0], c= 'b', lw = 2)\n", + "# Annotate the end points of the vectors\n", + "ax.text(4, 7, '$(4, 7)$', fontsize=16)\n", + "ax.text(8, 6, '$(8, 6)$', fontsize=16)\n", "\n", - "ax.plot([8, 0], [0, 0], c = 'b', lw = 2)\n", - "ax.plot([8, 8], [0,6], c= 'b', lw = 2)\n", + "# Draw lines to the origin for the first vector\n", + "ax.plot([4, 4], [0, 7], color='blue', linewidth=2)\n", + "ax.plot([0, 4], [0, 0], color='blue', linewidth=2)\n", "\n", - "ax.text(1.7, 3.8, '$\\sqrt{4^2+7^2}$', fontsize = 16, rotation = np.arctan(7/4)*180/np.pi)\n", - "ax.text(5, 4.1, '$\\sqrt{8^2+6^2}$', fontsize = 16, rotation = np.arctan(6/8)*180/np.pi ) \n", - "# use arctan to get the rotation degree and convert from radian to degrees\n", - "plt.show()" + "# Draw lines to the origin for the second vector\n", + "ax.plot([8, 0], [0, 0], color='blue', linewidth=2)\n", + "ax.plot([8, 8], [0, 6], color='blue', linewidth=2)\n", + "\n", + "# Annotate the magnitudes of the vectors using Pythagorean theorem\n", + "ax.text(1.7, 3.8, r'$\\sqrt{4^2+7^2}$', fontsize=16, rotation=np.arctan(7/4)*180/np.pi)\n", + "ax.text(5, 4.1, r'$\\sqrt{8^2+6^2}$', fontsize=16, rotation=np.arctan(6/8)*180/np.pi)\n", + "\n", + "# Show the plot\n", + "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "There is a NumPy function for computing norms: ```np.linalg.norm()```." + "There is also a NumPy function for computing norms: ```np.linalg.norm()```." ] }, { @@ -107,92 +121,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let's try plotting vectors $(1, 1, 1)$, $(-2, 2, 5)$, $(3, -2, 1)$ in $\\mathbb{R}^3$, however keep in mind that Matplotlib does not have 3D engine, it is simulated by 2D projection." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "vec = np.array([[0, 0, 0, 1, 1, 1], \n", - " [0, 0, 0, -2, 2, 5], \n", - " [0, 0, 0, 3, -2, 1]])\n", - "X, Y, Z, U, V, W = zip(*vec)\n", - "\n", - "fig = plt.figure(figsize=(10,10))\n", - "ax = fig.add_subplot(111, projection='3d')\n", - "\n", - "ax.quiver(X, Y, Z, U, V, W, length=1, normalize=False, color = 'red', alpha = .6,arrow_length_ratio = .18, pivot = 'tail',\n", - " linestyles = 'solid',linewidths = 3)\n", - "ax.grid()\n", - "ax.set_xlim([-5, 5])\n", - "ax.set_ylim([-5, 5])\n", - "ax.set_zlim([0, 5])\n", - "\n", - "ax.text(1, 1, 1, '$(1, 1, 1)$')\n", - "ax.text(-2, 2, 5, '$(-2, 2, 5)$')\n", - "ax.text(3, -2, 1, '$(3, -2, 1)$')\n", - "ax.text(0, 0, 0, '$(0, 0, 0)$')\n", - "\n", - "point1 = [1, 1, 1]\n", - "point2 = [1, 1, 0]\n", - "vec1 = np.array([point1, point2])\n", - "X, Y, Z = zip(*vec1)\n", - "ax.plot(X, Y, Z, lw = 2, color = 'b', alpha = 0.7)\n", - "\n", - "point1 = [0, 0, 0]\n", - "point2 = [1, 1, 0]\n", - "vec1 = np.array([point1, point2])\n", - "X, Y, Z = zip(*vec1)\n", - "ax.plot(X, Y, Z, lw = 2, color = 'b', alpha = 0.7)\n", - "\n", - "point1 = [3, -2, 1]\n", - "point2 = [3, -2, 0]\n", - "vec1 = np.array([point1, point2])\n", - "X, Y, Z = zip(*vec1)\n", - "ax.plot(X, Y, Z, lw = 2, color = 'b', alpha = 0.7)\n", - "\n", - "point1 = [0, 0, 0]\n", - "point2 = [3, -2, 0]\n", - "vec1 = np.array([point1, point2])\n", - "X, Y, Z = zip(*vec1)\n", - "ax.plot(X, Y, Z, lw = 2, color = 'b', alpha = 0.7)\n", - "\n", - "point1 = [-2, 2, 5]\n", - "point2 = [-2, 2, 0]\n", - "vec1 = np.array([point1, point2])\n", - "X, Y, Z = zip(*vec1)\n", - "ax.plot(X, Y, Z, lw = 2, color = 'b', alpha = 0.7)\n", - "\n", - "point1 = [0, 0, 0]\n", - "point2 = [-2, 2, 0]\n", - "vec1 = np.array([point1, point2])\n", - "X, Y, Z = zip(*vec1)\n", - "ax.plot(X, Y, Z, lw = 2, color = 'b', alpha = 0.7)\n", - "\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Of course we can loop through some of the codes to make it conciser. Readers can experiment on how to shorten the codes." + "Let's try plotting vectors $(1, 1, 1)$, $(-2, 2, 5)$, $(3, -2, 1)$ in $\\mathbb{R}^3$." ] }, { @@ -202,14 +131,12 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -248,6 +175,13 @@ "ax.grid()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "So the norm of vectors are quite obvious once you see their coordinates." + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -324,7 +258,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let's illustrate vector addition both in $\\mathbb{R}^2$ and $\\mathbb{R}^3$. Codes are straightforward and procedural, we will not attempt to write any OOP codes here, that is not the purpose the course." + "Let's illustrate vector addition $\\mathbf{u}+\\mathbf{v}$ in both $\\mathbb{R}^2$ and $\\mathbb{R}^3$. " ] }, { @@ -334,14 +268,12 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -380,7 +312,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The illustration of $\\mathbf{u}-\\mathbf{v}$ is exactly its equivalence $\\mathbf{u}+(-\\mathbf{v})$." + "The illustration of $\\mathbf{u} - \\mathbf{v}$ is exactly equivalent to $\\mathbf{u} + (-\\mathbf{v})$." ] }, { @@ -390,14 +322,12 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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", 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", 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", + "image/png": 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", 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", 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", "text/plain": [ - "
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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -626,7 +550,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.12.4" }, "toc": { "base_numbering": 1, diff --git a/notebooks/Chapter 6 - Linear Combination.ipynb b/notebooks/Chapter 6 - Linear Combination.ipynb index f546e7b..d2c7f3c 100644 --- a/notebooks/Chapter 6 - Linear Combination.ipynb +++ b/notebooks/Chapter 6 - Linear Combination.ipynb @@ -2,13 +2,12 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "from mpl_toolkits.mplot3d import Axes3D\n", "import sympy as sy\n", "sy.init_printing() " ] @@ -72,7 +71,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -86,7 +85,7 @@ "⎝⎣0 1 3⎦ ⎠" ] }, - "execution_count": 2, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -100,12 +99,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The solution is $(c_1, c_2)^T = (2, 3)^T$, which means the addition of $2$ times of $\\left[\n", + "The solution is $(c_1, c_2)^T = (2, 3)^T$, which means the addition of $2$ times $\\left[\n", "\\begin{matrix}\n", "4\\\\\n", "2\n", "\\end{matrix}\n", - "\\right]$ and $3$ times of $\\left[\n", + "\\right]$ and $3$ times $\\left[\n", "\\begin{matrix}\n", "-2\\\\\n", "2\n", @@ -115,93 +114,90 @@ "2\\\\\n", "10\n", "\\end{matrix}\n", - "\\right]$. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Besides plotting the vector addition, we would like to plot the **coordinates of basis** that spanned by $u$ and $v$. We will explain further in later chapter." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Calculate the slope of vectors, i.e. $\\frac{y}{x}$\n", + "\\right]$. \n", + "\n", + "Besides plotting the vector addition, we would like to plot the _coordinates of the basis_ spanned by $u$ and $v$. We will explain this further in a later chapter.\n", + "\n", + "Calculate the slope of the vectors, i.e., $\\frac{y}{x}$:\n", "$$\n", - "s_1 =\\frac{y}{x} = \\frac{2}{4}=.5\\\\\n", - "s_2 =\\frac{y}{x}= \\frac{2}{-2}=.-1\n", + "s_1 = \\frac{y}{x} = \\frac{2}{4} = 0.5 \\\\\n", + "s_2 = \\frac{y}{x} = \\frac{2}{-2} = -1\n", "$$\n", "\n", "The basis can be constructed as:\n", "$$\n", - "y_1 = a+.5x\\\\\n", - "y_2 = b-x\n", + "y_1 = a + 0.5x \\\\\n", + "y_2 = b - x\n", "$$\n", "where $a$ and $b$ will be set as constants with regular intervals, such as $(2.5, 5, 7.5, 10)$. \n", "\n", - "The coordinates of basis are pink web-style grids, each line segment is a unit (like $1$ in Cartesian coordinate system) in the 'new' coordinates." + "The coordinates of the basis are represented as pink web-style grids, where each line segment is a unit (like $1$ in the Cartesian coordinate system) in the 'new' coordinates." ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ + "\n", + "# Initialize the figure and axis\n", "fig, ax = plt.subplots(figsize=(8, 8))\n", "\n", - "vec = np.array([[[0,0,4,2]],\n", - " [[0,0,-2,2]],\n", - " [[0,0,2,10]],\n", - " [[0,0,8,4]], \n", - " [[0,0,-6,6]]])\n", - "colors = ['b','b','r','b','b']\n", + "# Define the vectors and their colors\n", + "vectors = np.array([[[0, 0, 4, 2]],\n", + " [[0, 0, -2, 2]],\n", + " [[0, 0, 2, 10]],\n", + " [[0, 0, 8, 4]], \n", + " [[0, 0, -6, 6]]])\n", + "colors = ['b', 'b', 'r', 'b', 'b']\n", "\n", - "for i in range(vec.shape[0]):\n", - " X,Y,U,V = zip(*vec[i,:,:])\n", - " ax.quiver(X, Y, U, V, angles='xy', scale_units='xy', color = colors[i], scale=1, alpha = .6)\n", - " ax.text(x = vec[i,0,2], y = vec[i,0,3], s = '(%.0d, %.0d)' %(vec[i,0,2],vec[i,0,3]), fontsize = 16)\n", + "# Plot each vector with quiver and add annotations\n", + "for i in range(vectors.shape[0]):\n", + " X, Y, U, V = zip(*vectors[i, :, :])\n", + " ax.quiver(X, Y, U, V, angles='xy', scale_units='xy', color=colors[i], scale=1, alpha=0.6)\n", + " ax.text(x=vectors[i, 0, 2], y=vectors[i, 0, 3], s='$(%.0d, %.0d)$' % (vectors[i, 0, 2], vectors[i, 0, 3]), fontsize=16)\n", "\n", - "points12 = np.array([[8,4],[2,10]])\n", - "ax.plot(points12[:,0], points12[:,1], c = 'b', lw = 3.5,alpha =0.5, ls = '--')\n", + "# Highlight the linear combination lines\n", + "points12 = np.array([[8, 4], [2, 10]])\n", + "ax.plot(points12[:, 0], points12[:, 1], color='b', lw=3.5, alpha=0.5, ls='--')\n", "\n", - "points34 = np.array([[-6, 6],[2,10]])\n", - "ax.plot(points34[:,0], points34[:,1], c = 'b', lw = 3.5,alpha =0.5, ls = '--')\n", + "points34 = np.array([[-6, 6], [2, 10]])\n", + "ax.plot(points34[:, 0], points34[:, 1], color='b', lw=3.5, alpha=0.5, ls='--')\n", "\n", + "# Set axis limits and labels\n", "ax.set_xlim([-10, 10])\n", "ax.set_ylim([0, 10.5])\n", - "ax.set_xlabel('x-axis', fontsize =16)\n", - "ax.set_ylabel('y-axis', fontsize =16)\n", + "ax.set_xlabel('x-axis', fontsize=16)\n", + "ax.set_ylabel('y-axis', fontsize=16)\n", "ax.grid()\n", "\n", - "######################################Basis########################################\n", + "# Plot the basis lines\n", "a = np.arange(-11, 20, 1)\n", "x = np.arange(-11, 20, 1)\n", "\n", - "for i in a: \n", - " y1 = i + .5*x\n", - " ax.plot(x, y1, ls = '--', color = 'pink', lw = 2)\n", + "for i in a:\n", + " y1 = i + 0.5 * x\n", + " ax.plot(x, y1, ls='--', color='pink', lw=2)\n", " y2 = i - x\n", - " ax.plot(x, y2, ls = '--', color = 'pink', lw = 2) \n", + " ax.plot(x, y2, ls='--', color='pink', lw=2)\n", "\n", - "ax.set_title('Linear Combination of Two Vectors in $\\mathbf{R}^2$', size = 22, x =0.5, y = 1.01)\n", - "plt.show()" + "# Add title using a raw string\n", + "ax.set_title(r'Linear Combination of Two Vectors in $\\mathbf{R}^2$', size=22, x=0.5, y=1.01)\n", + "\n", + "# Show the plot\n", + "plt.show()\n" ] }, { @@ -222,19 +218,17 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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\n", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -336,7 +328,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Inconsistent system means no unique solution exists. It might sound weird to treat a solution of an inconsistent system as a linear combination, but it is essential a trace of line. " + "An inconsistent system means no unique solution exists. It might seem strange to treat a solution of an inconsistent system as a linear combination, but it essentially represents a trace of a line." ] }, { @@ -385,7 +377,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -401,7 +393,7 @@ "⎝⎣0 0 0 0 ⎦ ⎠" ] }, - "execution_count": 6, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -466,19 +458,17 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -543,13 +533,7 @@ "0& 0 & 0 & 0\n", "\\end{matrix}\n", "\\right]\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ + "$$\n", "We have two free variables\n", "$$\n", "\\begin{align}\n", @@ -595,38 +579,24 @@ "0 \\\\\n", "1\n", "\\end{array}\\right]\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The solution is a plain spanned by two vectors $(3, 1, 0)^T$ and $(2, 0, 1)^T$. Let's draw the plane and spanning vectors." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ + "$$\n", + "The solution is a plain spanned by two vectors $(3, 1, 0)^T$ and $(2, 0, 1)^T$. Let's draw the plane and spanning vectors.\n", "We also plot another vector $v = (2,2,1)$ which is not a linear combination of $(3, 1, 0)^T$ and $(2, 0, 1)^T$. As you pan around the view angle (in JupyterLab use ```%matplotlib widge```), it is apparent that $v$ is not in the same plane of basis vectors." ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 19, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -744,7 +714,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -762,7 +732,7 @@ "⎝⎣0 0 0 0 ⎦ ⎠" ] }, - "execution_count": 9, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } @@ -800,7 +770,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.12.4" }, "toc": { "base_numbering": 1, diff --git a/notebooks/Chapter 7 - Linear Independence.ipynb b/notebooks/Chapter 7 - Linear Independence.ipynb index 38c7e0c..29d8770 100644 --- a/notebooks/Chapter 7 - Linear Independence.ipynb +++ b/notebooks/Chapter 7 - Linear Independence.ipynb @@ -2,13 +2,12 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "from mpl_toolkits.mplot3d import Axes3D\n", "import sympy as sy\n", "sy.init_printing() " ] @@ -24,7 +23,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "If all $c$'s are zero, a set of vectors $\\{v_1, v_2,...,v_p\\}$ is said to be **linearly independent**, if the equation\n", + "If all $c$'s are zero, a set of vectors $\\{v_1, v_2,...,v_p\\}$ is said to be _linearly independent_, if the equation\n", "\n", "$$c_{1} {v}_{1}+c_{2} {v}_{2}+\\cdots+c_{p} {v}_{p}=\\mathbf{0}$$\n", "\n", @@ -72,7 +71,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -88,7 +87,7 @@ "⎝⎣0 0 0 0⎦ ⎠" ] }, - "execution_count": 2, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -138,12 +137,11 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/latex": [ "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 0 & 0\\\\0 & 1 & 0 & 0\\\\0 & 0 & 1 & 0\\end{matrix}\\right], \\ \\left( 0, \\ 1, \\ 2\\right)\\right)$" ], @@ -155,7 +153,7 @@ "⎝⎣0 0 1 0⎦ ⎠" ] }, - "execution_count": 3, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -195,19 +193,17 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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MDz30kPz8/NI85vLly0pISHDYV6NGDXl4eNgv4RgYGKhixYo5rDeXlOJ7ztPTM9l/t2nTpqXYNU/P3r171a9fP3Xv3l3PPPNMimNSOt/ixYt18uRJh30FChSQlPx/JFJy7733KjExUe+9957D/ilTpshisdjfqwCyhk44AKd8/PHHKV4DOLWQkFGRkZF64oknNHHiRO3evVutW7eWt7e3Dh06pMWLF+vdd9/Vww8/rMaNG6tIkSLq2bOn/Zbl8+fPz9ZffX/55ZcqWLCg4uLi7HfM/OWXX1SrVi0tXrzYPs7Dw0MfffSR2rVrp2rVqql379667bbbdPLkSa1Zs0aBgYH6/vvvHZ77yJEjuv/++9W2bVtt2rRJCxYsUNeuXVWrVi1Jtq7wa6+9phEjRujo0aPq2LGjChUqpCNHjuibb77RgAED9Nxzzzn1evr376/33ntPPXr00I4dO1SyZEnNnz9fAQEBDuMy83rSU6FCBb388ssaN26c7r77bj300EPy9fXVtm3bFBYWpokTJyowMFAzZszQ448/rrp16+qxxx5TSEiIjh8/rh9//FFNmjRJFghTUrBgQXXs2NF+qcKMLEVZvXq1Bg8erM6dO+v2229XQkKC5s+fL09PT3Xq1Mk+rl+/fnr99dfVr18/1a9fX+vXr9cff/yR7Pnuu+8+zZ8/X0FBQapatap9GUlm1mcnfaC4adOmWrBggcNjjRs3Vvny5XXfffdp7Nix6t27txo3bqw9e/Zo4cKFKl++vMP4iIgIFS5cWDNnzlShQoVUoEABNWzY0OG3Mkk6dOig5s2b6+WXX9bRo0dVq1Yt/fTTT/r22281dOhQhw9hAsiCHLgiC4A8KOkShal9/f3336leorBAgQLJni/pEne3mjVrllGvXj3D39/fKFSokFGjRg3jf//7n3Hq1Cn7mF9++cW48847DX9/fyMsLMz43//+Z6xYsSLZJd8iIyONatWqZfg1JtWU9OXn52eUKlXKuO+++4yPP/7Y4fKH/7Vr1y7joYceMoKDgw1fX18jPDzceOSRR4xVq1Yle+7ff//dePjhh41ChQoZRYoUMQYPHmzcuHEj2XN+9dVXxl133WUUKFDAKFCggFG5cmVj0KBBxsGDB9N9fSld6u7YsWPG/fffbwQEBBjFihUznnnmGfsl/P47Z86+nlsv55j0Pjly5IjD/o8//tioU6eO4evraxQpUsSIjIw0oqKiHMasWbPGaNOmjREUFGT4+fkZERERRq9evYzt27enOO8p+fHHHw1JRsmSJZNdui/pHP99zX/99ZfRp08fIyIiwvDz8zOKFi1qNG/e3Fi5cqXDcdevXzf69u1rBAUFGYUKFTIeeeQR4+zZs8kuUXjx4kWjd+/eRrFixYyCBQsabdq0MQ4cOGCEh4cbPXv2TLUOw0j+3y08PDzV77ek77GbN28aw4cPN0qWLGn4+/sbTZo0MTZt2mRERkYakZGRDq/h22+/NapWrWp4eXk5PEdK75crV64Yzz77rBEWFmZ4e3sbFStWNN566y2HS1cahu0ShYMGDUo2z7e+XgDJWQyDT04AgKuNHj1aY8aM0blz5xzW6gIA3BNrwgEAAACTEcIBAAAAkxHCAQAAAJPlyxC+fv16dejQQWFhYbJYLFqyZInD44ZhaOTIkSpZsqT8/f3VsmVL+x3b0jJ9+nSVLVtWfn5+atiwobZu3eqiVwAgvxk9erQMw2A9OABAUj4N4deuXVOtWrWSXY83yZtvvqmpU6dq5syZ2rJliwoUKKA2bdro5s2bqT7n559/rmHDhmnUqFHauXOnatWqpTZt2jjcShsAAADIiHx/dRSLxaJvvvlGHTt2lGTrgoeFhWn48OH2a+3GxMSoRIkSmjt3rh577LEUn6dhw4a644477NeqtVqtKl26tIYMGaIXX3zRlNcCAACA/MHtbtZz5MgRRUdHO9waOSgoSA0bNtSmTZtSDOFxcXHasWOHRowYYd/n4eGhli1batOmTameKzY21n7HNckW3C9cuKDg4GCnbiEMAAAAcxiGoStXrigsLEweHq5bNOJ2ITw6OlqSVKJECYf9JUqUsD92q3/++UeJiYkpHnPgwIFUzzVx4kSNGTMmixUDAADAbH///bdKlSrlsud3uxBuphEjRmjYsGH27ZiYGJUpU0Z//PGHihYtmoOV5R3x8fFas2aNmjdvLm9v75wuJ89g3pzHnGUO8+Y85ixzmDfnMWeZc+HCBd1+++0qVKiQS8/jdiE8NDRUknTmzBmVLFnSvv/MmTOqXbt2iscUK1ZMnp6eOnPmjMP+M2fO2J8vJb6+vvL19U22v2jRogoODs5E9e4nPj5eAQEBCg4O5geIE5g35zFnmcO8OY85yxzmzXnMWda4eulwvrw6SlrKlSun0NBQrVq1yr7v8uXL2rJlixo1apTiMT4+PqpXr57DMVarVatWrUr1GAAAACA1+bITfvXqVR0+fNi+feTIEe3evVtFixZVmTJlNHToUL322muqWLGiypUrp1dffVVhYWH2K6hIUosWLfTggw9q8ODBkqRhw4apZ8+eql+/vho0aKB33nlH165dU+/evc1+eQAAAMjj8mUI3759u5o3b27fTlqX3bNnT82dO1f/+9//dO3aNQ0YMECXLl3SXXfdpeXLl8vPz89+zJ9//ql//vnHvv3oo4/q3LlzGjlypKKjo1W7dm0tX7482Yc1AQAAgPTkyxDerFkzpXX5c4vForFjx2rs2LGpjjl69GiyfYMHD7Z3xgEAAIDMcrs14QAAAEBOI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACYjhAMAAAAmI4QDAAAAJiOEAwAAACZzyxBetmxZWSyWZF+DBg1KcfzcuXOTjfXz8zO5agAAAOQXXjldQE7Ytm2bEhMT7dt79+5Vq1at1Llz51SPCQwM1MGDB+3bFovFpTUCAAAg/3LLEB4SEuKw/frrrysiIkKRkZGpHmOxWBQaGurq0gAAAOAG3DKE/1dcXJwWLFigYcOGpdndvnr1qsLDw2W1WlW3bl1NmDBB1apVS/O5Y2NjFRsba9++fPmyJCk+Pl7x8fHZ8wLyuaR5Yr6cw7w5jznLHObNecxZ5jBvzmPOMses+bIYhmGYcqZc6osvvlDXrl11/PhxhYWFpThm06ZNOnTokGrWrKmYmBhNmjRJ69ev1759+1SqVKlUn3v06NEaM2ZMsv2LFi1SQEBAtr0GAAAAZI/r16+ra9euiomJUWBgoMvO4/YhvE2bNvLx8dH333+f4WPi4+NVpUoVdenSRePGjUt1XEqd8NKlS+v06dMKDg7OUt3uIj4+XlFRUWrVqpW8vb1zupw8g3lzHnOWOcyb85izzGHenMecZc758+dVsmRJl4dwt16OcuzYMa1cuVJff/21U8d5e3urTp06Onz4cJrjfH195evrm+LxfDM4hznLHObNecxZ5jBvzmPOMod5cx5z5hyz5sotL1GYZM6cOSpevLjat2/v1HGJiYnas2ePSpYs6aLKAAAAkJ+5bQi3Wq2aM2eOevbsKS8vx18I9OjRQyNGjLBvjx07Vj/99JP++usv7dy5U927d9exY8fUr18/s8sGAABAPuC2y1FWrlyp48ePq0+fPskeO378uDw8/v3/k4sXL6p///6Kjo5WkSJFVK9ePW3cuFFVq1Y1s2QAAADkE24bwlu3bq3UPpO6du1ah+0pU6ZoypQpJlQFAAAAd+C2y1EAAACAnEIIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABM5pYhfPTo0bJYLA5flStXTvOYxYsXq3LlyvLz81ONGjW0dOlSk6oFAABAfuOWIVySqlWrptOnT9u/NmzYkOrYjRs3qkuXLurbt6927dqljh07qmPHjtq7d6+JFQMAACC/cNsQ7uXlpdDQUPtXsWLFUh377rvvqm3btnr++edVpUoVjRs3TnXr1tV7771nYsUAAADIL7xyuoCccujQIYWFhcnPz0+NGjXSxIkTVaZMmRTHbtq0ScOGDXPY16ZNGy1ZsiTNc8TGxio2Nta+ffnyZUlSfHy84uPjs/YC3ETSPDFfzmHenMecZQ7z5jzmLHOYN+cxZ5lj1nxZDMMwTDlTLrJs2TJdvXpVlSpV0unTpzVmzBidPHlSe/fuVaFChZKN9/Hx0bx589SlSxf7vvfff19jxozRmTNnUj3P6NGjNWbMmGT7Fy1apICAgOx5MQAAAMg2169fV9euXRUTE6PAwECXncctO+Ht2rWz/71mzZpq2LChwsPD9cUXX6hv377Zdp4RI0Y4dNAvX76s0qVLq3nz5goODs628+Rn8fHxioqKUqtWreTt7Z3T5eQZzJvzmLPMYd6cx5xlDvPmPOYsc86fP2/KedwyhN+qcOHCuv3223X48OEUHw8NDU3W8T5z5oxCQ0PTfF5fX1/5+vom2+/t7c03g5OYs8xh3pzHnGUO8+Y85ixzmDfnMWfOMWuu3PaDmf919epV/fnnnypZsmSKjzdq1EirVq1y2BcVFaVGjRqZUR4AAADyGbcM4c8995zWrVuno0ePauPGjXrwwQfl6elpX/Pdo0cPjRgxwj7+mWee0fLlyzV58mQdOHBAo0eP1vbt2zV48OCcegkAAADIw9xyOcqJEyfUpUsXnT9/XiEhIbrrrru0efNmhYSESJKOHz8uD49///+kcePGWrRokV555RW99NJLqlixopYsWaLq1avn1EsAAABAHuaWIfyzzz5L8/G1a9cm29e5c2d17tzZRRUBAADAnbjlchQAAAAgJxHCAQAAAJMRwgEAAACTEcIBAAAAkxHCAQAAAJMRwgEAAACTEcIBAAAAkxHCAQAAAJMRwgEAAACTEcIBAAAAkxHCAQAAAJMRwgEAAACTEcIBAAAAkxHCAQAAnHD+/HkVL15cR48eNe2cjz32mCZPnmza+eB6hHAAAAAnjB8/Xg888IDKli1r33fy5El1795dwcHB8vf3V40aNbR9+3ann/v111+XxWLR0KFDHfa/8sorGj9+vGJiYrJYPXILQjgAAEAGXb9+XbNnz1bfvn3t+y5evKgmTZrI29tby5Yt0++//67JkyerSJEiTj33tm3b9MEHH6hmzZrJHqtevboiIiK0YMGCLL8G5A6EcAAAgAxaunSpfH19deedd9r3vfHGGypdurTmzJmjBg0aqFy5cmrdurUiIiIy/LxXr15Vt27d9OGHH6Ya3jt06KDPPvssy68BuQMhHAAAIIN+/vln1atXz2Hfd999p/r166tz584qXry46tSpow8//NCp5x00aJDat2+vli1bpjqmQYMG2rp1q2JjYzNVO3IXQjgAAEAGHTt2TGFhYQ77/vrrL82YMUMVK1bUihUrNHDgQD399NOaN29ehp7zs88+086dOzVx4sQ0x4WFhSkuLk7R0dGZrh+5h1dOFwAAAJBX3LhxQ35+fg77rFar6tevrwkTJkiS6tSpo71792rmzJnq2bNnms/3999/65lnnlFUVFSy572Vv7+/JNu6dOR9dMIBAAAyqFixYrp48aLDvpIlS6pq1aoO+6pUqaLjx4+n+3w7duzQ2bNnVbduXXl5ecnLy0vr1q3T1KlT5eXlpcTERPvYCxcuSJJCQkKy4ZUgp9EJBwAAyKA6deoku0JJkyZNdPDgQYd9f/zxh8LDw9N9vhYtWmjPnj0O+3r37q3KlSvrhRdekKenp33/3r17VapUKRUrViwLrwC5BSEcAAAgDTcTbsrPy7ZUpE2bNhoxYoQuXrxov4rJs88+q8aNG2vChAl65JFHtHXrVs2aNUuzZs1K97kLFSqk6tWrO+wrUKCAgoODk+3/+eef1bp162x6VchpLEcBAAC4xYnLJzRp4yTVmFFDtWfWVlxinCSpRo0aqlu3rr744gv72DvuuEPffPONPv30U1WvXl3jxo3TO++8o27dutnHzJ07VxaLJdP13Lx5U0uWLFH//v0z/6KQq9AJBwAAkHTxxkV9tf8rffLrJ9pwfIMMGZKk+2+/Xx6Wf/uWI0eO1PPPP6/+/fvLw8O2/7777tN9992X6nMfOXJEkZGRGapj7dq1yfYlXYP8v9cnR95GCAcAAG7rZsJN/fDHD5r/23wtPbRUCdYEeVg8ZMiQRRY1Kd1En3f+XF4e/0am9u3b69ChQzp58qRKly6dofMsW7ZM7733Xqbr9Pb21rRp0zJ9PHIfQjgAAHAr8YnxmvfrPP3y9y9avG+xrsVfk6fFU4mG7UokVsMqT4unKherrB+6/mBfD/5fQ4cOdeqcW7duzVLN/fr1y9LxyH0I4QAAIN8zDEMf7fxIA34YYN/nYfGQ1bBKkj2AS5KnxVO3Bd6mlT1WKsgvyPRa4R4I4QAAIN+K+jNK9316n/2Dlf+VFMD/y9PiqcJ+hbW6x2qFFgw1o0S4KUI4AADIl8pMKaO/L//tsO+/3e9beVg85Oflp5U9ViqiaIQZJcKNcYlCAACQL01tN1U+nj7y8fSRp8V205vUArhFFnlaPLW021LVDq1tYpVwV3TCAQBAvnPxxkV9s/8bxSXGpdn9/q/FnReraXhTE6oDCOEAACCf+f7g9+r7XV9duHFBUurd7/96ot4TeqDyA64uDbAjhAMAgHzhwo0LGrJsiBbtWSQPeciq9MO3JBX1L6oZ981wcXWAI0I4AADI85YcWKJ+3/XTpZuXJCnNAP7fa4JL0j/P/+Pq8oBkCOEAACDP+uf6PxqydIg+2/eZLLLYbzWflv8G8IRXE2SxWFxZIpAiQjgAAMiTvvr9Kw34YYBibsZIUpoB3MviJR8vH5UvUl57z+6VJF1/6bo8PTxNqRW4FZcoBAAAecrZa2f18BcP6+HFD+vijYsOne3UNCvXTPsH7bffgOfc8+fk7+3v4kqB1NEJBwAAecY3B77RE0uf0JXYK5LS7n57Wjzl5+Wnqe2mqnft3rJYLIp6PEoJ1gR5eRCBkLN4BwIAgFzv7LWzkqReS3rppvVmhtZ+tyzfUh/d/5FKBZZy2E8AR27AchQAAJBrGYahT/d8qnqz6v27L53udyGfQprXcZ6WdVuWLIADuQX/KwgAAHKl01dO64kfntD3f3yvAI+ADB3TtkJbzeowS2GFwlxcHZA1hHAAAJCrGIahBb8t0OBlg3Ut7pptXzrd7wI+BfT+ve+ra42uXHIQeQIhHAAA5BonL5/UgO8HaOnhpemOTbouePuK7fVBhw/sVz4B8gJCOAAAyHGGYWjer/M0ZNkQ3Yi/ke54T4unCvoU1Mz7ZurRao/S/UaeQwgHAAA56u+Yv9Xv+3766c+f0h1rkS1sP1D5Ab1/7/sqUbCEq8sDXIIQDgAAcoRhGPp418d6ZvkzuplwM0PHBPkFae69c9W5WmcXVwe4FiEcAACY7njMcfX5to9WHVmV7tik7rck7RiwQyWDSrqyNMAUXCccAACYxjAMfbD9A1V+r7LWHVuX7nhPi6eK+BfRggcXSJKKBRRzdYmAKQjhAADAFEcvHdU9n9yjJ398UjcSbijBmpDq2KTud+dqnfXH4D/UoVIHs8oETMFyFAAA4FJWw6qZ22dq+E/D0wzeSZK63x91+EgPVH5AkhQfH+/qMgFTEcIBAIDL/HnhT/X+trd+Pv5zumM95CGrrOpSo4vebfuuivoXNaFCIGcQwgEAQLazGlZN3zpd/4v6nxKMjHW/gwOC9fH9H6v97e1NqBDIWYRwAACQrQ6dP6ReS3pp44mN6Y71sHjIalj1eM3HNaXtFBX2K+z6AoFcgBAOAACyRaI1UVO3TNWIVSOUaCSmO97D4qHiBYprzgNz1LZCWxMqBHIPQjgAAMiyg/8cVM8lPbXl5JZ0xyZ1v3vX7q3JrScryC/IhAqB3IUQDgAAMi3Rmqgpm6fo5dUvy2pY0x3vYfFQaMFQzXlgjlpHtDahQiB3IoQDAIBM2X9uv3p800PbT29Pd2xS97t/3f56s9WbCvQNNKFCIPcihAMAAKckWBM0eeNkvbrm1Qx3v8MKhWlex3m6p9w9JlQI5H6EcAAAkGF7z+5Vj296aHf0bhky0hyb1P1+sv6TeqPlGyroU9CkKoHcjxAOAADSFZ8Yrzd/eVOj142WYRgZCuClAktpXsd5ala2mTlFAnkIIRwAAKTptzO/6fFvHteeM3syFL4Nw9CgOwZpYouJKuBTwKQqgbyFEA4AAFIUnxiviRsmatz6cRnufpcJKqNPOn6iu8PvNqlKIG8ihAMAgGR2R+/W4988rn1n96Ubvj0tnrIaVj3d4GmNbzFeAd4BJlUJ5F2EcAAAYBeXGKfx68dr/M/jJSlD3e/wwuGa/+B8NS7d2IwSgXyBEA4AACRJO0/vVPevu+vAPwcy3P0educwjW0+Vv7e/iZVCeQPHjldQE6YOHGi7rjjDhUqVEjFixdXx44ddfDgwTSPmTt3riwWi8OXn5+fSRUDAOA6sQmxennVy7rjwzv0x/k/MtT9Ll+kvDb13aS3Wr9FAAcywS074evWrdOgQYN0xx13KCEhQS+99JJat26t33//XQUKpP4p7sDAQIewbrFYzCgXAACX2XZymx7/5vEMhe+k7vfzjZ/X6Gaj5edFMwrILLcM4cuXL3fYnjt3rooXL64dO3aoadOmqR5nsVgUGhrq6vIAAHC5mwk3NWrNKL218S3bZQXTCeAWWVShaAXNf3C+7rjtDpOqBPIvtwzht4qJiZEkFS1aNM1xV69eVXh4uKxWq+rWrasJEyaoWrVqqY6PjY1VbGysffvy5cuSpPj4eMXHx2dD5flf0jwxX85h3pzHnGUO8+a83DBn205t04DvB+jopaPy8/j/bnYqv9z1tHjKkKFn73xWLzZ5UT5ePjlSe26Yt7yGOcscs+bLYhhG2v/rm89ZrVbdf//9unTpkjZs2JDquE2bNunQoUOqWbOmYmJiNGnSJK1fv1779u1TqVKlUjxm9OjRGjNmTLL9ixYtUkAAl28CAADIba5fv66uXbsqJiZGgYGBLjuP24fwgQMHatmyZdqwYUOqYTol8fHxqlKlirp06aJx48alOCalTnjp0qV1+vRpBQcHZ7l2dxAfH6+oqCi1atVK3t7eOV1OnsG8OY85yxzmzXk5NWdbTm7RgO8H6HjMcVkNa5pjPS2ekqTnmzyv4Y2Gy8fTx4wS08R7zXnMWeacP39eJUuWdHkId+vlKIMHD9YPP/yg9evXOxXAJcnb21t16tTR4cOHUx3j6+srX1/fFI/lm8E5zFnmMG/OY84yh3lznllzdj3+ul5e9bLe3fKuPCweSjQS0xxvkUXVilfT/Afnq3ZobZfX5yzea85jzpxj1ly55SUKDcPQ4MGD9c0332j16tUqV66c08+RmJioPXv2qGTJki6oEACArPv52M+q9n41Td06VYaMNAO4p8VTXh5eGtNsjHYO2JkrAziQn7hlJ3zQoEFatGiRvv32WxUqVEjR0dGSpKCgIPn726512qNHD912222aOHGiJGns2LG68847VaFCBV26dElvvfWWjh07pn79+uXY6wAAICXX4q7pxVUvavrW6fKweKS7/CSp+73gwQWqUaKGSVUC7s0tO+EzZsxQTEyMmjVrppIlS9q/Pv/8c/uY48eP6/Tp0/btixcvqn///qpSpYruvfdeXb58WRs3blTVqlVz4iUAACDJtn61ePHiOnr0qCRp7dG1qvp+Vb2/7f0Md79fu+c1be+/PcMB/LHHHtPkyZOzo3zAbbllJzwjn0Vdu3atw/aUKVM0ZcoUF1UEAEDmjB8/Xg888ICKhRXTUz8+pRkzZkjbJV38/wHFJUVKquh4nEUW1SxRU/MfnK9qxf+93O7EiRP19ddf68CBA/L391fjxo31xhtvqFKlSvYxr7zyipo2bap+/fopKCjI1S8RyJfcshMOAEB+cP36dc2ePVs129ZUlelV9MGOD6RASS0kPSFpgKRykj6VdNZ2jKfFU94e3nq95eva2n+rQwCX/r2r9ObNmxUVFaX4+Hi1bt1a165ds4+pXr26IiIitGDBAnNeKJAPuWUnHACA/ODLb79UnCVOT+99+t+135VuGdRC0jZJJyQVl+qWrKt5HeepSkiVFJ8zo3eV7tChgz777DMNGjQoW18T4C7ohAMAkAf99OdPGvj+QN0MuSlJKX/40ippj6R4yTvcW5NaTdKmvptSDeApSe2u0g0aNNDWrVsd7ocBIOPohAMAkIfE3IzRsBXD9PHuj6V/JBVKYdAZSR9JSpDkI1UaVEnfjfxOtwff7tS5rFarhg4dqiZNmqh69eoOj4WFhSkuLk7R0dEKDw/P5KsB3BchHACAPGLZoWXq810fnbt2zrYjXimH8GDJ8ylPecR6qOm1pvp10a9KeCJBcvJmzYMGDdLevXu1YcOGZI8lXdL3+vXrzj0pAEksRwEAINe7eOOiei3ppXsX3auz187+e9nBAEk3UjjAS2pYo6F+H/+7Vn6yUrVq1dK7777r1DmT7iq9Zs2aFO8qfeHCBUlSSEiIk68GgEQnHACAXO2HP35Q3+/66vz185JuWfsdKum3fze9PLzk5eGlt1q9pafueEoeFluvzWq1ZnjttmEYGjJkiL755hutXbs21btK7927V6VKlVKxYsUy9boAd0cIBwAgF7pw44KeXva0Fu5ZKA/ZrnxS/5QUck1alrS0u4KkVbJ1w/2lRqUaqdpv1VTzZk0dP3ZcV65c0aJFi7R27VqtWLEiQ+fNyF2lJennn39W69ats/U1A+6E5SgAAOQy3x74VpXeq6TP9n6mCuelV9dY9ee70rYPpc++lPzi/39gCUklJa/9Xnr/3ve1ttdaxV2OU48ePVSpUiW1aNFC27Zt04oVK9SqVSv788+dO1cWiyXFc2fkrtI3b97UkiVL1L9/fxfOApC/0QkHACCX+Of6PxqydIjWbP5M3fZJPXZLdaOlBIvkZdiuONjvfumm97/H1OhcQzeW3dAT9Z6Qh8VDs2fPTvc8R44cUWRkZIqPZeSu0nPmzFGDBg105513ZvCVAbgVIRwAgFzgu20LtGLSk+q37ZoWHnF8zOv/c/Hge6XF1W1rv308fTSlzRT1r9tf74a/q5MnT6p06dIZOteyZcv03nvvZbpWb29vTZs2LdPHAyCEAwCQc65e1Y3BT8p/3kK18ZTuT5QSLSmvFR0dKc1oYPt7ZHikPn7gY5UJKiNJGjp0qFOn3bp1a5bK7tevX5aOB0AIBwDAXIn/f3nBoCDpxg0lfdTR9/93e96yGsQq6YP60mvNPVTA219T201V79q9U13TDSBv4IOZAACY4fvvJYtFuuX272mtwE60SF9VsS1DaRHRUgcGH1CfOn0I4EA+QCccAAAzvPiiw2aCRfKWlFqcTrBIP4dLT3YpoI87TFePWj0I30A+QiccAAATnJs3Q7ur/XtjG680WuDxFum3EtL0l1trz9A/1LN2TwI4kM8QwgEAcCHDatUvEwbK965IVf/9nwwdc91H+vPT6Vrcd7nCCoW5uEIAOYHlKAAAuEj0Hzt1/NG2arL7nKyydb7iUxmb9LgkxX/7jTo362hGiQByCJ1wAACymWG1asPY/ipQo57q/npOUtr/4P73soTGZ5+pWJuOri4RQA6jEw4AQDY6vX+bTj7aTnftOe/Q3U5J0uP2yxJOmiTLo4+6vEYAOY9OOAAA2cCwWvXzyF4qVKuBau09Lyntf2QTLNJlv//sGDxYGj7cpTUCyD0I4QAAZNHJvZu0s0Yx3T1ungrES95pXPnE+v9/7qwfpsI3/3+jTRuJ28ADboUQDgBAJhlWq9a/3F2F6zZWzf0XJaV+3W/J1v2OCbCNaLByv7R5s9SihbR8uQnVAshNCOEAAGTCid82aFf1YDWdsFAB6XS///+O9NrSuIyMbdv+faBhQ2nlSpfWCSB3IoQDAOAEa2KC1r/QRUXr3a0aBy5JSr/7fSnAoi3TXlSTDcdUtFRFU+oEkLtxdRQAADLo+K61uvjoA2p66HK6YxMleUrafHdZVVu0Ug1vi3B5fQDyDjrhAACkw5qYoHXDH1bxBs1V9XD6ATzBIl0oaNHWma/qrnVHVIQADuAWdMIBAEjDse2rFNPlQUUevpLu2ESL7Zrfm5pFqMaCKDUIK2dChQDyIjrhAACkIDE+TuuGPqgSd7ZUlT/TD+AJFul8AQ9t+3CM7l59WIUJ4ADSQCccAIBb/LVlua51eViRR66lOzap+72xxe2qtSBKd5QoY0KFAPI6OuEAAPy/xPg4rR3SQbc1aafKR9MP4AkW6VwhD23/+DU1jTqoIAI4gAyiEw4AgKQ/N/6om10fUeSx62leclD6T/e7dWXVnh+l+iGlTKkRQP5BJxwA4NYS4m5q7cB2Kn33fbr9eMYC+NlAD+385E01Xb5fgQRwAJlAJxwA4LYOr/9W8d27qOnfN9LtSiVYJC9D2tCumurO+0l1i4WZUiOA/IlOOADA7STE3dTaAa0V3ryjKp5IP4AnWqQzQZ7atXCyIn/cq0IEcABZRCccAOBW/lj7layPd1fTEzcz3P3++b4aumPeSt1WpLgpNQLI/1wawhMSErRnzx55eHioZs2asljSW2kHAIBrxN+8rl8GddBdc1dLRvq/Ck60SNGFPXV+5hQ1e2SIKTUCcB9ZWo5y8OBBjR07Vp988kmyx9auXasyZcqofv36qlu3rsqVK6eNGzdm5XQAAGTKwZWf60hEUTX9eLW8rLbudmoSLJJV0s8P1FHRI9GqRQAH4AJZCuGffPKJxowZo+PHjzvsv3jxojp16qTo6GgZhiHDMHT8+HG1b99e0dHRWSoYAICMirtxVWt6Riqi9WMqfzo2Q93vU0W9tPfL99Xsm50KCCpmSp0A3E+WQvjq1aslSZ06dXLYP3v2bF28eFHh4eGKiorShg0bVKNGDV2+fFlTp07NyikBAMiQ/SsW6nj5YEV+sl5eRga73w/VU8hfZ1Sz00DT6gTgnrIUwk+ePClJioiIcNj/7bffymKxaOLEiWrRooUaN26sGTNmyDAMrVixIiunBAAgTbHXLmtNtya6vV13lT0Tl6Hu94lgb/3+7Ydq9uV2+QcWNaVOAO4tSx/MPHfunAoXLiwfHx/7vvj4eG3btk1eXl7q0KGDfX/jxo3l5eWlw4cPZ+WUAACkat/SefLv3V+RZ+MzdOUTD0Na37mBGs1eIb+Chc0oEQAkZTGEe3h46Nq1aw77du3apbi4ONWvX18FChRweCwoKEhXrlzJyikBAEjm5tVL2tSvrZp+sUWG0v81r1XS3yHeuj77AzW/r7cJFQKAoywtRylVqpTi4+O1f/9++74ff/xRktSkSROHsYZh6PLlyypWjA+5AACyz97vZ+t0+eKK/HyLPDOw9jvRIq3r2lhhf/2jagRwADkkSyE8MjJShmFo+PDhOnv2rHbv3q2ZM2fKYrHo3nvvdRh78OBBxcfHKyyMu4wBALLuxuULWtP5DlW9v59K/5P+8hOrpGMlfPTH0vlqvvAX+RYINKNMAEhRlkL48OHD5evrqxUrVqhkyZKqV6+ezp07p1q1aqlVq1YOY5cvXy5JatCgQVZOCQCA9nzzgc6VL6HIr7bLQ+l3vxMs0voeTVX6r/Oq0ra7aXUCQGqyFMIrVaqk7777TuXKlZNhGLJYLGrVqpW+/fbbZGPnzJkjSWrevHlWTgkAcGPXY/7R2gfrqtpDTyrsQoI80gjfkq37fSTUV3/+9JmazVsnH/+CptQJAOnJ8m3rW7VqpcOHD+vcuXMqVKiQ/Pz8ko2Jj4+3Xx/8jjvuyOopAQBu6NfF76nok8/q7osJ8pDSDOAJFkkWaUPP5mry/g/y9gswq0wAyJAsh/AkISEhqT7m7e2tyMjI7DoVAMCNXLt4Vtt6tVLT736T1SJ5ZqD7/WeYnyzz56tZ84dNqREAnJWl5SgAALjSrs/e0aWIMN39/W/prv2Ot0jxHtL6/q1U/vB53U4AB5CLZVsnHACA7HL1QrR2PN5SkUv3KSGj3e9S/vKcv1DNIh80pUYAyIoMd8I9PT3l6empatWqJdvnzJeXF7kfAJC6nQsm6XL5Urpr2T5JGex+P9lWFQ5fUEUCOIA8IsOJ2DAMhz9v/TsAAFlx+dwJ7X68lZquOKDEDHS/DUmHygTId+HnatbkPlNqBIDskuEQvmbNGklSQEBAsn0AAGTF9nkTVerpV9TkilVS2gE83kOyWqRNT7bX3VO+lqe3j0lVAkD2yXAIT+nqJlzxBACQFTFnjuvX7q3UdOUfGe5+HwwvoIBFi9Xsznam1AgArsDVUQAAOWL7x6/pZsVyarLqD0npd79vekrrn+moKgcvqDwBHEAel6UQfuHCBaePWbduXVZOCQDI42Kij+nneyqoft9XVeyqNd3utyTtL1dI0Rt/UuQ737D8BEC+kKUQXrNmTa1duzZDY61Wq1555RW1bNkyK6cEAORh22aNVlzFcmq09k9JGeh+e0nrhnVS9YMXVLZBK5OqBADXy1IIP3XqlFq1aqVXXnlFiYmJqY47duyY7r77bk2cOFFWqzUrpwQA5EEXT/6pDZHldMcTY1T0qpHmZQeT/B4RqDObVyly8pfy8OTytgDylyyF8M6dOysxMVETJ07U3XffrWPHjiUb8/nnn6t27dratGmT/Pz8NH369KycEgCQx2yZ8bISK1XUnT8flSR5pjE23kO64SWt+9+jqrH/vMLr3WNKjQBgtiyF8M8//1yzZs2Sv7+/Nm/erFq1aumzzz6TJF2/fl19+vRR165dFRMTo+rVq2vbtm168skns6VwAEDuduHvQ/rlrnA1fGqCilzLWPd7b8Ug/bNtnSLf+IzuN4B8LctXR+nXr5+2b9+umjVr6vLly+rWrZu6du2qunXrau7cuTIMQ0899ZS2bdumqlWrZkfNAIBcbvPU/0mVK6nhxuOS0u9+X/eW1r/UTbV/v6DStZuaUyQA5KBsuURh5cqVtXXrVg0ePFiGYejzzz/XH3/8oWLFiunbb7/Ve++9J19f3+w4FQAgF/vn6H5tbFRadz7zlgpfT7v7nfTQnkpFdGH7BjUdv0AWD66cC8A9ZNtPu8uXL+vw4cOyWCz229n7+fkpKCgou04BAMjFNr09TJ5Vq6nBlhOS0v4HJt4iXfOWfn61p+rs/UelajYxp0gAyCWyJYSvXLlSNWvW1IoVK+Tp6anhw4erTJkyOnHihFq0aKFXX32Vq6IAQD627Z7KajR8ioJupN39TvqX4Nfqwbq8a7PuHjuX7jcAt5Sln3yJiYl64YUX1LZtW0VHR6ts2bLasGGD3nrrLf3666/q1KmTEhMTNWHChFSvngIAyJuM+HgdeLqLblu/XvW2ZaD77SFd95E2jOmrervPKqxaQ3MKBYBcKEshvHHjxpo0aZKsVqsee+wx7dq1Sw0aNJAkBQUFafHixfrggw/k7++vTZs2qVatWvr000+zpfDsMH36dJUtW1Z+fn5q2LChtm7dmub4xYsXq3LlyvLz81ONGjW0dOlSkyoFgNzl7Dvv6XoBP9WY+ZXqv/22fGPjFJ/K2KTu9+4aIbry6zbdNfIjut8A3F6Wfgpu27ZN/v7+mj17thYtWqTAwMBkY/r3769t27bZr57y+OOPZ+WU2ebzzz/XsGHDNGrUKO3cuVO1atVSmzZtdPbs2RTHb9y4UV26dFHfvn21a9cudezYUR07dtTevXtNrhwAco5hSOuHfq1izw7R6nir7pRUUNKdkpbr3w9bJon3kK76Sr+Mf1L1d0arZOX6ptcMALlRlkJ47dq1tXPnTvXu3TvNcVWqVLFfPSW3rA1/++231b9/f/Xu3VtVq1bVzJkzFRAQoI8//jjF8e+++67atm2r559/XlWqVNG4ceNUt25dvffeeyZXDgA549Qp6YH7ElX63Wf0g6QHJG2RdO3//3xA0g+S4vVv93tXreK6sWeXmrw0g+43APxHlu6EsHnzZvn4+GRorI+Pj6ZOnao2bdpk5ZTZIi4uTjt27NCIESPs+zw8PNSyZUtt2rQpxWM2bdqkYcOGOexr06aNlixZkup5YmNjFRsba9++fPmyJCk+Pl7x8an94hb/lTRPzJdzmDfnMWepMwzp00+l55+X6l1Zp3I6oS5K3vU2JE2Q1EFSTAEf7Rn5pBo886YsHh7M63/wXssc5s15zFnmmDVfWQrhGQ3g/9W+ffusnDJb/PPPP0pMTFSJEiUc9pcoUUIHDhxI8Zjo6OgUx0dHR6d6nokTJ2rMmDHJ9q9Zs0YBAQGZqNx9RUVF5XQJeRLz5jzmLGWFC0sffijdtn699LaU2kK8pP2Hnhis85Waatny5SZVmPfwXssc5s15zJlzrl+/bsp5uCewC40YMcKhe3758mWVLl1azZs3V3BwcA5WlnfEx8crKipKrVq1kre3d06Xk2cwb85jzhwZhrRwofS//0mxsVJCgm3/3YkFtEJvq7psS1BuVf3//6zdrp1qRUaaVG3ewnstc5g35zFnmXP+/HlTzpNtITwuLk67d+/WiRMndO3aNfsNe1LSo0eP7DptphQrVkyenp46c+aMw/4zZ84oNDQ0xWNCQ0OdGi9Jvr6+Kd4p1Nvbm28GJzFnmcO8OY85k44fl/r2lVauTP7YSjXXEZXSSzqpjjIclqRYJL1ksSi+VCl5N28ueaZ1s3rwXssc5s15zJlzzJqrLIfw2NhYvfzyy5o1a5auXbuW7niLxZLjIdzHx0f16tXTqlWr1LFjR0mS1WrVqlWrNHjw4BSPadSokVatWqWhQ4fa90VFRalRo0YmVAwArmcY0kcfSUOH2rrfKbHKU8P1rr7Uw1oiiybK0F7ZOuAvWSy6T5LlnXcI4ACQjiyF8ISEBLVp00Y///yzDMNQ8eLFdfbsWXl4eCgsLEz//POPbt68KUkqWLBgrlqCMWzYMPXs2VP169dXgwYN9M477+jatWv2K7306NFDt912myZOnChJeuaZZxQZGanJkyerffv2+uyzz7R9+3bNmjUrJ18GAGSLo0elPn2kNWvSH7vE8pAeNr7U+/7PaNONE/b98aVK2QL4Qw+5rE4AyC+ydL2o2bNna/369QoLC9P27dvtH1IsXry4jh8/rqtXr2rNmjVq3LixEhIS9Nprr+nIkSPZUnhWPfroo5o0aZJGjhyp2rVra/fu3Vq+fLn9w5fHjx/X6dOn7eMbN26sRYsWadasWapVq5a+/PJLLVmyRNWrV0/tFACQ61mt0owZUtWq0vr16Y/39JSKFpV6fPOQQq8cVUJUlLYPG6aEqCh5HzlCAAeADMpSJ/zTTz+VxWLR+PHjVbdu3WSPe3h4KDIyUuvWrVO7du3Up08fValSJcWxOWHw4MGpLj9Zu3Ztsn2dO3dW586dXVwVAJjjr7+k3r0zFr49PGyB/dFHpWnTbEFc8pQRGamT167ZPoTJEhQAyLAsdcKT7hb58MMPO+xPTEx02Pb09NTbb7+t+Ph4TZo0KSunBABkkdUqvfeeVK2a9Msv6Y/39JSCg6XvvrNdMcUWwAEAWZGlTviVK1cUFBTkcM1rHx8fXb16NdnY6tWrq1ChQvr555+zckoAQBYcPiz16pWx8J3U/e7eXZoyRSpSxOXlAYDbyFInvHjx4sm63sHBwbp586bOnj3rsN8wDMXFxencuXNZOSUAIBOsVundd6Xq1aXNm9Mf7+kphYRIP/4ozZ1LAAeA7JalEF6qVCldvXpVly5dsu9L+qDi8lvukrZ27VrFxsYqKCgoK6cEADjpjz+kJk3+vfTgLb0TBx7//69Cz57SwYPSvfeaUiIAuJ0shfA77rhDkrRx40b7vgcffFCGYei5557T4sWLdejQIX355Zfq2bOnLBaL7rnnnqxVDADIkMREafJkqUYNadu29Md7ekolSkjLl0uzZ0v0TADAdbIUwjt27CjDMPTZZ5/Z9/Xt21fVq1fXP//8o8cee0yVK1fWo48+qhMnTqhAgQIaNWpUlosGAKTtwAGpUSPpueekuLiMdb/79LEd16aNOTUCgDvLUghv3ry5jhw5Yr+hjWS71eeqVavUpUsX+fr62m9ff9ddd2nt2rWqXLly1ioGAKQqIUF6802pZk1p5870x3t4SCVLSlFR0qxZUmCg62sEAGTx6igWi0Xh4eHJ9oeEhGjhwoVKSEjQuXPnFBgYqAIFCmTlVACAdOzbJ/XoIe3aZbsFfVqSrnzyxBPSG29IhQqZUyMAwCZLITzdJ/fyUsmSJV15CgBwewkJ0ltvSSNH2sJ3RgL4bbdJ8+ZJzZubUyMAwJFLQvjJkyeVmJioMmXKuOLpAQD/b88e6fHHpd9+Sz98e3ra1oY/9ZQ0caJUsKA5NQIAknNJCK9fv77OnTunhIQEVzw9ALi9+Hjp9delsWMz3v0uVUr65BOpaVNzagQApM5ly1GM9P5FAABkyq+/2rrfe/dmrPtttUpDhkgTJkj/ucExACAHuXRNOAAg+8TF2YL0a6/ZtjPS/S5TRpo/33azHgBA7kEIB4A8YOdOW/d7//6Md7+HDrUFdn9/U0oEADiBEA4AuVhsrDRunO2DlBZLxrrf5crZ1n43amROjQAA57kkhLMeHACybvt2qXt36Y8/Mt79fu45acwYyc/PnBoBAJnjkhD+/PPP6+rVq654agDI927elEaPtl37OyPdb4tFioiwrf1u0MCUEgEAWZSlEF6hQgX1799fvXv3VvHixe37hw8fnuXCAMAdbdliW/t9+HDGut+GIb3wgjRqlOTra06NAICs88jKwX/99ZdeeukllS5dWo888ohWrlyZXXUBgFu5cUN6/nnbOu6//spY97tiRWnrVtsVUwjgAJC3ZCmEv/zyywoLC1N8fLy+/PJLtWnTRhUqVNCbb76ps2fPZleNAJCvbdwo1aghvf22LXwnJqY+1tPT9vXKK7brhderZ16dAIDsk6UQPm7cOB07dkzfffed2rdvLw8PD/31118aMWKESpcurUcffZTuOACk4vp1adgw6a67pKNHbR+sTIvFIlWuLG3bZrtTpo+PKWUCAFwgSyFckjw8PHTffffp+++/17FjxzRmzBiVKVNG8fHxWrx4Md1xAEjBzz9L1apJ776b8e736NG264XXqWNamQAAF8lyCP+vsLAwvfrqq/rrr7+0bNkyPfjgg/Ly8qI7DgD/79o16emnpchI6fjxjHW/q1aVduyQRo6k+w0A+UW2hvAkFotFbdq00VdffaUjR46oadOmMgzDYe14pUqVNGvWLCWm1f4BgHxk3TpboJ4+3db9TiuAe3pKXl62G/Xs2CHVqmVenQAA13NJCJek48ePa9SoUWrYsKF+/vlnSbZwXrt2bXl6eurQoUMaOHCg7rzzTp07d85VZQBAjrt6VRo0SGrWTDpxImPd7xo1pF27pJdflry9TSkTAGCibA3hiYmJWrJkie69915FRETotdde08mTJ1W0aFENHz5cf/zxh3bs2KG///5bI0eOVIECBbRz506NGDEiO8sAgFxj9WqpShVp5kzbdloB3MvL9jVhgu3Dl9Wrm1MjAMB82XLHzKNHj+rDDz/U3LlzFR0dbb9tfePGjTVw4EB17txZPv9ZyFiiRAmNHj1a9913nxo0aKBly5ZlRxkAkGtcuWK77vcHH0geHul3vyXbkpNPPrEtWQEA5G9ZCuFffvmlZs2apdWrV8swDBmGoUKFCql79+4aOHCgqqfTxqlfv75CQ0MVHR2dlTIAIFeJipJ69ZKSfrSlt/bbw8PW/X72Wds2ACD/y1IIf+SRR+x/r127tgYOHKiuXbuqQIECGX4OHz7qDyCfiImRnntO+uijjHe/69WT5s2zXf8bAOA+shTC/fz89Oijj2rgwIFq0KBBpp7j6NGjWSkBAHKF5cul3r2lpNshpNf99vSUXn/ddrlCut8A4H6yFMJPnTqlwoULZ1MpAJD3XLpkW0Yyd27Gu98NGti63xUruro6AEBulaWroxDAAbizH3+UKlWS5s+3bafX/fbzs90hc8MGAjgAuLtsuToKALiTixelZ56xhW+LxXbjnfQ0amTrlkdEuLw8AEAe4LKb9QBAfvTdd9Ltt0uLFtm20wrgSd3v6dNtd8skgAMAktAJB4AMOH9eGjJE+vTTjHe/77pLmjNHKlfO9fUBAPIWOuEAkI6vv7at/f7iC9t2et1vf3/bHTLXrCGAAwBSRiccAFJx7pw0aJC0eHHGu9+RkdLHH0vh4a6vDwCQd9EJB4AULF5s635//bVtO73ud0CA9OGH0sqVBHAAQProhAPAf5w7Z1v7/fXXGe9+33OPNHu2VLq06+sDAOQPhHAA0L9hu149WxD/776UeHnZrnwybZrUs6ctsAMAkFEsRwHg9qKjpW7dbH+/fFlKTEz/mFatpAMHpF69COAAAOcRwgG4LcOQFi6UKleWli//d19qPD2lQoWkTz6x3S3zttvMqRMAkP+wHAWAWzp1ShowwBamLRbb0pLUJK0Nb9dOmjVLKlnSvDoBAPkTnXAAbsUwpHnznOt+BwbaOubffUcABwBkDzrhANzGyZNSv37/hu+0JHW/O3SQZsyQQkNdXx8AwH3QCQeQ7xmG7QY6lStLUVHpj/f0lIKCpM8/t12qkAAOAMhudMIB5Gt//y316WO7iU5Gdewovf++VLy4y8oCALg5QjiAfMkwpI8+koYOleLi0h/v6Wn785NPpIcfdmlpAAAQwgHkP8eOSb17S2vWpD82ae33/ffbth94wLW1AQAgsSYcQD5itdo+RFmlivTzz+mP9/SUiha1rfueO9fl5QEAYEcnHEC+cOSI7e6V69enPzap+/3oo9LUqVJwsBQf7/ISAQCwoxMOIE+zWqX33pOqVpU2bkx/vKenVKyY7ZrfCxfaAjgAAGajEw4gz/rzT6lnT+mXX9If6+FhC+zduknvvCMVKeLy8gAASBWdcAB5jtUqvfuuVK2atGVL+uM9PaWQENst6ufNI4ADAHIenXAAecoff9i635s3pz82qfvdo4f09ttS4cIuLw8AgAyhEw4gT0hMlCZPlmrUkLZvT3+8p6ftZjvLl9vulkkABwDkJnTCAeR6Bw7YutnbtqU/Nqn73aePNGmSFBjo+voAAHAWnXAAuVZCgvTmm1LNmtLOnemP9/CQSpaUoqKkWbMI4ACA3ItOOIBc6fffpccfz3j4tlqlAQNsob1QIdfXBwBAVtAJB5CrJCRIEydKtWpJv/6a/ngPD+m226TVq213yySAAwDyAjrhAHKNPXts3e/ffrPd0TItSd3vgQOl11+XChY0p0YAALIDnXAAOS4+Xho3TqpbV9q7N2MBvHRpae1a290yCeAAgLyGTjiAHPXrr7bud0bCt6enrfs9ZIg0frxUoIA5NQIAkN0I4QByRFycNGGC9Nprtu2MdL/LlJHmz5eaNHF9fQAAuBIhHIDpdu2SuneX9u/PePd76FDbkpWAAFNKBADApQjhAEwTG2sL0hMnShZLxrrfZcvaut+NGplSIgAApnC7D2YePXpUffv2Vbly5eTv76+IiAiNGjVKcXFxaR7XrFkzWSwWh68nn3zSpKqBvG/7dql2bdsSFKvVdhv61Hh62kL68OG2K6YQwAEA+Y3bdcIPHDggq9WqDz74QBUqVNDevXvVv39/Xbt2TZMmTUrz2P79+2vs2LH27QB+Lw6k6+ZNacwY2010MtL9tlikiAhb97tBA3NqBADAbG4Xwtu2bau2bdvat8uXL6+DBw9qxowZ6YbwgIAAhYaGurpEIN/YssV25ZPDhzO29tswpBdekEaNknx9zakRAICc4HYhPCUxMTEqWrRouuMWLlyoBQsWKDQ0VB06dNCrr76aZjc8NjZWsbGx9u3Lly9LkuLj4xUfH5/1wt1A0jwxX87J6Xm7edN2CcFp02zruv380h5vsUgVK0offmhbsiLZrh1uppyes7yKeXMec5Y5zJvzmLPMMWu+LIaRXn8qfzt8+LDq1aunSZMmqX///qmOmzVrlsLDwxUWFqbffvtNL7zwgho0aKCvv/461WNGjx6tMWPGJNu/aNEilrIAAADkQtevX1fXrl0VExOjwMBAl50n34TwF198UW+88UaaY/bv36/KlSvbt0+ePKnIyEg1a9ZMH330kVPnW716tVq0aKHDhw8rIiIixTEpdcJLly6t06dPKzg42Knzuav4+HhFRUWpVatW8vb2zuly8oycmLcbN2xXPnn/fVv3O60PXkq27nflytKsWVLNmqaUmCbea5nDvDmPOcsc5s15zFnmnD9/XiVLlnR5CM83y1GGDx+uXr16pTmmfPny9r+fOnVKzZs3V+PGjTVr1iynz9ewYUNJSjOE+/r6yjeFha3e3t58MziJOcscs+ZtwwapRw/p2DHblU/S4ulp+/PVV6URIyQfH5eX5xTea5nDvDmPOcsc5s15zJlzzJqrfBPCQ0JCFBISkqGxJ0+eVPPmzVWvXj3NmTNHHh7OX6lx9+7dkqSSJUs6fSyQX1y7Jr30km3tt8WSfgC3WKSqVW1XPqlVy5waAQDIjdzuOuEnT55Us2bNVKZMGU2aNEnnzp1TdHS0oqOjHcZUrlxZW7dulST9+eefGjdunHbs2KGjR4/qu+++U48ePdS0aVPVzA2/RwdywLp1tkD93nu2q5qkFcA9PSUvL2nsWGnHDgI4AAD5phOeUVFRUTp8+LAOHz6sUqVKOTyWtDw+Pj5eBw8e1PXr1yVJPj4+Wrlypd555x1du3ZNpUuXVqdOnfTKK6+YXj+Q065etV1GMGntd0a639WrSwsW2P4EAABuGMJ79eqV7trxsmXL6r+fVy1durTWrVvn4sqA3G/1aqlnT+nUKdt2et1vi8X2Yc3nnrN1wgEAgA3/LAJI15Ur0v/+J82cmbHut2RbcjJ/vm3JCgAAcOR2a8IBOGflSqlKFdulBKX0u9/e3rZb1G/ZQgAHACA1dMIBpOjyZWn4cOmjjzLe/a5XT5o3z3b9bwAAkDo64QCSWbHCFqTnzLFtpxXAvbxs1/qePFnauJEADgBARtAJB2B36ZI0bJgtfGe0+33HHbbud8WKLi8PAIB8g044AEnSjz/autiffGLbTq/77esrvfuu7W6ZBHAAAJxDJxxwcxcvSkOH2sK3xWK78U567rxTmjtXiohwdXUAAORPdMIBN/bdd1KlStLChbbttAK4l5fk52e7Q+a6dQRwAACygk444IbOn5eGDJE+/TTj3e/GjW3d73LlXF4eAAD5Hp1wwM18842t+/3FF7bt9Lrf/v7SjBnSmjUEcAAAsgudcMBN/POPNGiQLXxntPt99922K6WEh7u+PgAA3AmdcMANfPmldPvt0ldf2bbT634HBEgffiitWkUABwDAFeiEA/nYuXPS00/bwndGu9/Nm0uzZ0ulS7u+PgAA3BUhHMiHksJ2vXq2IP7ffSlJuvLJ1KlSr162wA4AAFyH5ShAPhMdLXXrZvv75ctSYmL6x7RqJR04IPXuTQAHAMAMhHAgnzAM2/W+K1eWli//d19qPD2lQoVst5z/8UfpttvMqRMAALAcBcgXTp+WBgyQfvjB1sn280t9bNLa8HbtpFmzpJIlzasTAADY0AkH8jDDsN1uvlIladmyf/elxtNTCgy0dcy/+44ADgBATqETDuRRJ09K/fv/G77TktT9vu8+aeZMKTTU9fUBAIDU0QkH8hjDsN1Ap3JlKSoq/fGenlJQkPTZZ7a7ZRLAAQDIeXTCgTzk77+lPn2klSszfkzHjtL770vFi7usLAAA4CRCOJAHGIb00UfS0KFSXFz64z09bX9+8on08MMuLQ0AAGQCIRzI5Y4ds3W/V69Of2zS2u/777dtP/CAa2sDAACZw5pwIJeyWm0foqxSRVq3Lv3xnp5S0aLS119Lc+e6vDwAAJAFdMKBXOjIEdvdKzMSvpO6348+arvtfHCwFB/v+hoBAEDm0QkHchGrVZo+XapaVdqwIf3xnp5SsWLSt9/arv0dHOz6GgEAQNbRCQdyiT//lHr1ylj4Tup+d+smvfOOVKSIq6sDAADZiU44kMOsVundd6Xq1aXNm9Mf7+lpu9zgDz9I8+YRwAEAyIvohAM56NAhqWdPadOm9Md6eNgCe48e0ttvS4ULu7w8AADgInTCgRyQmGgL0tWrS9u2pT8+qfu9bJn08ccEcAAA8jo64YDJDh60dbO3bk1/bFL3u08fadIkKTDQ9fUBAADXoxMOmCQxUXrrLalGDWnHjvTHe3hIoaHSTz9Js2YRwAEAyE/ohAMm+P136fHHpZ070x+b1P0eMEB6802pUCHX1wcAAMxFJxxwoYQEaeJEqVYt6ddf0x/v4SHddpu0apU0YwYBHACA/IpOOOAie/faut+//mq7pndakrrfAwdKr78uFSxoTo0AACBn0AkHsll8vPTaa1KdOtKePRkL4KVLS2vXSu+9RwAHAMAd0AkHstFvv0ndu9u64BkJ34YhDR4sTZggFShgTo0AACDnEcKBbBAXZ1v7PW6cbTsjATw8XPrkE+muu1xfHwAAyF0I4UAW7dplW/v9++/ph29PT9va76FDbYE9IMCUEgEAQC5DCAcyKS7OFqQnTrRtZ6T7XbasNH++1KiRy8sDAAC5GCEcyITt223d74MHM979Hj5cGjNG8vc3p0YAAJB7EcIBJ8TGSqNH226iY7GkH8AtFikiwrb2u2FDU0oEAAB5ACEcyKCtW23d70OHMtb9Ngzpf/+TRo2S/PzMqREAAOQNhHAgHTdvSiNHSpMm/XtZwbRYLFLFira13/Xrm1MjAADIWwjhQBo2bZJ69JD++ssWvhMTUx+b1P1+6SXplVckX1/z6gQAAHkLIRxIwY0btiA9Zcq/t5RPi8UiVa5s637XqWNOjQAAIO8ihAO32LDB1v0+dixj3W9JevVVacQIycfHnBoBAEDeRggH/t+1a7alJNOmZbz7XbWqrftdq5Y5NQIAgPyBEA5IWr/e1v3++++Mdb8tFttVT154QfL2Nq9OAACQPxDC4dauXpVefFGaPj3j3e/q1W3d7xo1zKkRAADkP4RwuK01a6SePaWTJ23baQXwpO73uHHSc89JXnznAACALCBKwO1cuWK7ic7MmRnrfku2Nd/z59vWgAMAAGSVR04XAJhp5UqpShVp1izbdnrdb29v2y3qt2whgAMAgOxDJxxu4fJlafhw6aOPMt79rltX+uQT2/W/AQAAshOdcOR7K1bYgvScObbt9LrfPj7S5Mm2u2USwAEAgCvQCUe+demSNGyYLXxntPvdoIE0d650++2urg4AALgzOuHIl5YutXWxP/nEtp1e99vXV3r3XdvdMgngAADA1eiEI1+5eFEaOtQWvjPa/b7zTlv3u0IFV1cHAABgQycc+cb330uVKkkLF9q20wrgXl6Sn5/03nu2u2USwAEAgJnohCPPO39eGjJE+vTTjHe/Gze2db/LlXN5eQAAAMnQCUeetmSJrfv9xRe27fS63/7+0owZtrtlEsABAEBOoROOPOmff6RBg2zh22KRDCP9Y+6+23allPBw19cHAACQFjrhyHO+/NJ2BZOvvrJtpxXAvbykgADpww+lVasI4AAAIHegE4484+xZ6amnbOE7o93vZs2k2bOlMmVcXh4AAECG0QlHnvD117a130uW2LbTCuCenlLBgtLHH0s//UQABwAAuQ+dcORqZ8/a/uzdW7p5M2Pd71atpI8+km67zbW1AQAAZJZbdsLLli0ri8Xi8PX666+neczNmzc1aNAgBQcHq2DBgurUqZPOnDljUsXuxzCkRYukevUc96XG01MqVEiaN892t0wCOAAAyM3cMoRL0tixY3X69Gn715AhQ9Ic/+yzz+r777/X4sWLtW7dOp06dUoPPfSQSdW6l9Onpfvvl7p1k65cSXusxWL7s1076cABqUePf/cBAADkVm67HKVQoUIKDQ3N0NiYmBjNnj1bixYt0j333CNJmjNnjqpUqaLNmzfrzjvvdGWpbsMwpAULbJcevHHj332pSVr7/f77UpcuhG8AAJB3uG0If/311zVu3DiVKVNGXbt21bPPPisvr5SnY8eOHYqPj1fLli3t+ypXrqwyZcpo06ZNqYbw2NhYxcbG2rcvX74sSYqPj1d8fHw2vpq87/Rp210vo6Js297eti9/f9s8Jf0p/XtllPbtpSlTpBIlpISEnKg690p6f/E+yzjmLHOYN+cxZ5nDvDmPOcscs+bLYhgZ+ahb/vL222+rbt26Klq0qDZu3KgRI0aod+/eevvtt1Mcv2jRIvXu3dshUEtSgwYN1Lx5c73xxhspHjd69GiNGTMmxecLCAjI+gsBAABAtrp+/bq6du2qmJgYBQYGuuw8+aYT/uKLL6YahpPs379flStX1rBhw+z7atasKR8fHz3xxBOaOHGifH19s62mESNGOJzr8uXLKl26tJo3b67g4OBsO09edfKkbenJmjWpj/H3j9fHH0epb99Wun7dWw88IE2eLIWEmFdnXhQfH6+oqCi1atVK3t7eOV1OnsCcZQ7z5jzmLHOYN+cxZ5lz/vx5U86Tb0L48OHD1atXrzTHlC9fPsX9DRs2VEJCgo4ePapKlSolezw0NFRxcXG6dOmSChcubN9/5syZNNeV+/r6phjqvb293fqbwTBsN9B55hkpNlZKTEz/GB8fb82Y4a3OnV1fX37i7u+1zGDOMod5cx5zljnMm/OYM+eYNVf5JoSHhIQoJJPt0d27d8vDw0PFixdP8fF69erJ29tbq1atUqdOnSRJBw8e1PHjx9WoUaNM1+yOjh2T+vSRVq9Of+x/P2i5Y4dUsqTr6gIAADBTvgnhGbVp0yZt2bJFzZs3V6FChbRp0yY9++yz6t69u4oUKSJJOnnypFq0aKFPPvlEDRo0UFBQkPr27athw4apaNGiCgwM1JAhQ9SoUSOujJJBhiHNmiU9+6yUkc87eHpKhQtLH35o2y5WzKXlAQAAmMrtQrivr68+++wzjR49WrGxsSpXrpyeffZZh7Xb8fHxOnjwoK5fv27fN2XKFHl4eKhTp06KjY1VmzZt9P777+fES8hzjhyx3fFy3br0xyZd+eSRR6Rp06TAQNvNdwAAAPITtwvhdevW1ebNm9McU7ZsWd160Rg/Pz9Nnz5d06dPd2V5+YrVKs2YIT33XMYuIejpKRUpYlsvfv/9tn1cVQkAAORHbhfCYY4//5R69ZI2bEh/bFL3u0sX6d13paJFXV4eAABAjnLb29bDNaxWaepUqXp1KZ1fOEiydb9DQqQffpDmzyeAAwAA90AnHNnm0CGpZ09p06b0x3p42AJ7jx7S22/bPoQJAADgLuiEI8sSE223j69eXdq6Nf3xHh5S8eLSsmXSxx8TwAEAgPuhE44sOXjQ1s3OaPi2Wm3XCZ80SQoKcn19AAAAuRGdcGRKYqL01ltSjRrSzp3pj/fwkEJDpZ9+sl37mwAOAADcGZ1wOO33323d7x070h+b1P3u398W2gsVcn19AAAAuR2dcGRYQoL0+utSrVrSr7+mP97DQwoLk1atkmbOJIADAAAkoROOFCXdq8hisf25d6/0+OO28H3LfYySSep+DxxoC+0FC7q2VgAAgLyGTjhSFBJiC9OxsdL48VKdOtKePRkL4KVKSWvXSu+9RwAHAABICZ1wJHP33dL587a/33GHrQuekfBtGNLgwdKECVKBAq6vEwAAIK8ihMNBv37/3mre09P2IcyMBPDwcOmTT6S77nJ9jQAAAHkdy1FgN368NHv2v9uJibav1Hh62taMP/OMrVtOAAcAAMgYOuGQZOtiv/KK7e+enmmHb8nW/S5b1nZc48YuLw8AACBfoRMOHTwo9ez573ZGut/Dh9s+qEkABwAAcB6dcDcXHS21aZOxsRaLVL68NH++1LCha+sCAADIz+iEu7GYGKlVK+nEibTHJXW/Q0Kkdu0I4AAAAFlFCHdTN29K990n7d+f/vrvxETbFVLOnpWmTjWnPgAAgPyMEO6GEhKkRx+VNm5MP4D/19Ch0o0bLisLAADAbbAm3M0YhvTEE9L336d8/W+LxXF/x47Shx9KxYqZViIAAEC+Rwh3My+9JH38cfL9Hh6S1So1aCC1bCk9/rhUqZL59QEAALgDQrgbmTJFev31f7e9vGxLUypVsl2isEsX27W/AQAA4FqEcDcxf740bNi/26Ghtm53t25SzZq2ZSgAAAAwByHcTWzeLBUqZPtAZvfu0t1325agAAAAwHyEcDcxebL09tuSr29OVwIAAABCuJvw88vpCgAAAJCEBQkAAACAyQjhAAAAgMkI4QAAAIDJCOFu6vz58ypevLiOHj2a06W4zGOPPabJkyfndBkAAADJEMLd1Pjx4/XAAw+obCbvznPlyhUNHTpU4eHh8vf3V+PGjbVt27bsLTIDTp48qe7duys4OFj+/v6qUaOGtm/fLkl65ZVXNH78eMXExJheFwAAQFoI4W7o+vXrmj17tvr27Zvp5+jXr5+ioqI0f/587dmzR61bt1bLli118uTJbKw0bRcvXlSTJk3k7e2tZcuW6ffff9fkyZNVpEgRSVL16tUVERGhBQsWmFYTAABARhDC3dDSpUvl6+urO++8M1PH37hxQ1999ZXefPNNNW3aVBUqVNDo0aNVoUIFzZgxI5urTd0bb7yh0qVLa86cOWrQoIHKlSun1q1bKyIiwj6mQ4cO+uyzz0yrCQAAICMI4W7o559/Vr169TJ9fEJCghITE+V3y8XH/f39tWHDhqyWl2Hfffed6tevr86dO6t48eKqU6eOPvzwQ4cxDRo00NatWxUbG2taXQAAAOkhhLuhY8eOKSwsLNPHFypUSI0aNdK4ceN06tQpJSYmasGCBdq0aZNOnz6djZWm7a+//tKMGTNUsWJFrVixQgMHDtTTTz+tefPm2ceEhYUpLi5O0dHRptUFAACQHkK4G7px40ayLvaLL74oi8WS5teBAwfs4+fPny/DMHTbbbfJ19dXU6dOVZcuXeTh4dxbKr3z+vj46MSJEykea7VaVbduXU2YMEF16tTRgAED1L9/f82cOdM+xt/fX5JtHTwAAEBuwW3r3VCxYsV08eJFh33Dhw9Xr1690jyufPny9r9HRERo3bp1unbtmi5fvqySJUvq0UcfdRiTEemdNz4+XgcPHkzxsZIlS6pq1aoO+6pUqaKvvvrKvn3hwgVJUkhIiFN1AQAAuBIh3A3VqVMn2RVDQkJCMhVUCxQooAIFCujixYtasWKF3nzzTaeOT++88fHx+uuvv1J8rEmTJskC+h9//KHw8HD79t69e1WqVCkVK1bMqboAAABcieUobqhNmzbat29fsm64M1asWKHly5fryJEjioqKUvPmzVW5cmX17t07GytN27PPPqvNmzdrwoQJOnz4sBYtWqRZs2Zp0KBB9jE///yzWrdubVpNAAAAGUEId0M1atRQ3bp19cUXX2T6OWJiYjRo0CBVrlxZPXr00F133aUVK1bI29tbkjR37lxZLJbsKjlFd9xxh7755ht9+umnql69usaNG6d33nlH3bp1kyTdvHlTS5YsUf/+/V1aBwAAgLNYjuKmRo4cqeeff179+/d3+sOUkvTII4/okUceSfXxI0eOKDIyMislZsh9992n++67L8XHkq4fntnroQMAALgKIdxNtW/fXocOHdLJkydVunTpbH/+ZcuW6b333sv253WGt7e3pk2blqM1AAAApIQQ7saGDh3qsufeunWry547o/r165fTJQAAAKSINeEAAACAyQjhAAAAgMkI4QAAAIDJCOEAAACAyQjhAAAAgMkI4QAAAIDJCOEAAACAyQjhAAAAgMkI4QAAAIDJCOEAAACAyQjhAAAAgMkI4QAAAIDJCOEAAACAyQjhAAAAgMkI4QAAAIDJCOEAAACAyQjhAAAAgMkI4QAAAIDJCOEAAACAyQjhAAAAgMkI4QAAAIDJCOEAAACAyQjhAAAAgMncLoSvXbtWFoslxa9t27alelyzZs2SjX/yySdNrBwAAAD5hVdOF2C2xo0b6/Tp0w77Xn31Va1atUr169dP89j+/ftr7Nix9u2AgACX1AgAAID8ze1CuI+Pj0JDQ+3b8fHx+vbbbzVkyBBZLJY0jw0ICHA4FgAAAMgMtwvht/ruu+90/vx59e7dO92xCxcu1IIFCxQaGqoOHTro1VdfTbMbHhsbq9jYWPv25cuXJdmCf3x8fNaLdwNJ88R8OYd5cx5zljnMm/OYs8xh3pzHnGWOWfNlMQzDMOVMudS9994rSVq6dGma42bNmqXw8HCFhYXpt99+0wsvvKAGDRro66+/TvWY0aNHa8yYMcn2L1q0iKUsAAAAudD169fVtWtXxcTEKDAw0GXnyTch/MUXX9Qbb7yR5pj9+/ercuXK9u0TJ04oPDxcX3zxhTp16uTU+VavXq0WLVro8OHDioiISHFMSp3w0qVL6/Tp0woODnbqfO4qPj5eUVFRatWqlby9vXO6nDyDeXMec5Y5zJvzmLPMYd6cx5xlzvnz51WyZEmXh/B8sxxl+PDh6tWrV5pjypcv77A9Z84cBQcH6/7773f6fA0bNpSkNEO4r6+vfH19k+339vbmm8FJzFnmMG/OY84yh3lzHnOWOcyb85gz55g1V/kmhIeEhCgkJCTD4w3D0Jw5c9SjR49MTfbu3bslSSVLlnT6WAAAALg3t7tOeJLVq1fryJEj6tevX7LHTp48qcqVK2vr1q2SpD///FPjxo3Tjh07dPToUX333Xfq0aOHmjZtqpo1a5pdOgAAAPK4fNMJd9bs2bPVuHFjhzXiSeLj43Xw4EFdv35dku2yhitXrtQ777yja9euqXTp0urUqZNeeeUVs8sGAABAPuC2IXzRokWpPla2bFn99/OqpUuX1rp168woCwAAAG7AbZejAAAAADmFEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmIwQDgAAAJiMEA4AAACYjBAOAAAAmCzfhfDx48ercePGCggIUOHChVMcc/z4cbVv314BAQEqXry4nn/+eSUkJKT5vBcuXFC3bt0UGBiowoULq2/fvrp69aoLXgEAAADyu3wXwuPi4tS5c2cNHDgwxccTExPVvn17xcXFaePGjZo3b57mzp2rkSNHpvm83bp10759+xQVFaUffvhB69ev14ABA1zxEgAAAJDPeeV0AdltzJgxkqS5c+em+PhPP/2k33//XStXrlSJEiVUu3ZtjRs3Ti+88IJGjx4tHx+fZMfs379fy5cv17Zt21S/fn1J0rRp03Tvvfdq0qRJCgsLc9nrAQAAQP6T70J4ejZt2qQaNWqoRIkS9n1t2rTRwIEDtW/fPtWpUyfFYwoXLmwP4JLUsmVLeXh4aMuWLXrwwQdTPFdsbKxiY2Pt2zExMZJsS1uQMfHx8bp+/brOnz8vb2/vnC4nz2DenMecZQ7z5jzmLHOYN+cxZ5mTlNMMw3DpedwuhEdHRzsEcEn27ejo6FSPKV68uMM+Ly8vFS1aNNVjJGnixIn2zvx/3X777c6WDQAAABOdP39eQUFBLnv+PBHCX3zxRb3xxhtpjtm/f78qV65sUkUZM2LECA0bNsy+fenSJYWHh+v48eMu/Y+an1y+fFmlS5fW33//rcDAwJwuJ89g3pzHnGUO8+Y85ixzmDfnMWeZExMTozJlyqho0aIuPU+eCOHDhw9Xr1690hxTvnz5DD1XaGiotm7d6rDvzJkz9sdSO+bs2bMO+xISEnThwoVUj5EkX19f+fr6JtsfFBTEN4OTAgMDmbNMYN6cx5xlDvPmPOYsc5g35zFnmePh4drrl+SJEB4SEqKQkJBsea5GjRpp/PjxOnv2rH2JSVRUlAIDA1W1atVUj7l06ZJ27NihevXqSZJWr14tq9Wqhg0bZktdAAAAcB/57hKFx48f1+7du3X8+HElJiZq9+7d2r17t/2a3q1bt1bVqlX1+OOP69dff9WKFSv0yiuvaNCgQfau9datW1W5cmWdPHlSklSlShW1bdtW/fv319atW/XLL79o8ODBeuyxx7gyCgAAAJyWJzrhzhg5cqTmzZtn30662smaNWvUrFkzeXp66ocfftDAgQPVqFEjFShQQD179tTYsWPtx1y/fl0HDx5UfHy8fd/ChQs1ePBgtWjRQh4eHurUqZOmTp3qVG2+vr4aNWpUiktUkDLmLHOYN+cxZ5nDvDmPOcsc5s15zFnmmDVvFsPV118BAAAA4CDfLUcBAAAAcjtCOAAAAGAyQjgAAABgMkI4AAAAYDJCeDYaP368GjdurICAABUuXDjFMcePH1f79u0VEBCg4sWL6/nnn1dCQkKaz3vhwgV169ZNgYGBKly4sPr27Wu/5GJ+s3btWlkslhS/tm3blupxzZo1Szb+ySefNLHynFW2bNlkr//1119P85ibN29q0KBBCg4OVsGCBdWpUyf7javcwdGjR9W3b1+VK1dO/v7+ioiI0KhRoxQXF5fmce74Xps+fbrKli0rPz8/NWzYMNkNz261ePFiVa5cWX5+fqpRo4aWLl1qUqU5b+LEibrjjjtUqFAhFS9eXB07dtTBgwfTPGbu3LnJ3lN+fn4mVZw7jB49OtkcpHcXbHd+n0kp/9y3WCwaNGhQiuPd9X22fv16dejQQWFhYbJYLFqyZInD44ZhaOTIkSpZsqT8/f3VsmVLHTp0KN3ndfbnYkoI4dkoLi5OnTt31sCBA1N8PDExUe3bt1dcXJw2btyoefPmae7cuRo5cmSaz9utWzft27dPUVFR+uGHH7R+/XoNGDDAFS8hxzVu3FinT592+OrXr5/KlSun+vXrp3ls//79HY578803Tao6dxg7dqzD6x8yZEia45999ll9//33Wrx4sdatW6dTp07poYceMqnanHfgwAFZrVZ98MEH2rdvn6ZMmaKZM2fqpZdeSvdYd3qvff755xo2bJhGjRqlnTt3qlatWmrTpk2yuwgn2bhxo7p06aK+fftq165d6tixozp27Ki9e/eaXHnOWLdunQYNGqTNmzcrKipK8fHxat26ta5du5bmcYGBgQ7vqWPHjplUce5RrVo1hznYsGFDqmPd/X0mSdu2bXOYr6ioKElS586dUz3GHd9n165dU61atTR9+vQUH3/zzTc1depUzZw5U1u2bFGBAgXUpk0b3bx5M9XndPbnYqoMZLs5c+YYQUFByfYvXbrU8PDwMKKjo+37ZsyYYQQGBhqxsbEpPtfvv/9uSDK2bdtm37ds2TLDYrEYJ0+ezPbac5u4uDgjJCTEGDt2bJrjIiMjjWeeecaconKh8PBwY8qUKRkef+nSJcPb29tYvHixfd/+/fsNScamTZtcUGHe8OabbxrlypVLc4y7vdcaNGhgDBo0yL6dmJhohIWFGRMnTkxx/COPPGK0b9/eYV/Dhg2NJ554wqV15lZnz541JBnr1q1LdUxq/2a4k1GjRhm1atXK8HjeZ8k988wzRkREhGG1WlN8nPeZYUgyvvnmG/u21Wo1QkNDjbfeesu+79KlS4avr6/x6aefpvo8zv5cTA2dcBNt2rRJNWrUUIkSJez72rRpo8uXL2vfvn2pHlO4cGGHLnDLli3l4eGhLVu2uLzmnPbdd9/p/Pnz6t27d7pjFy5cqGLFiql69eoaMWKErl+/bkKFucfrr7+u4OBg1alTR2+99Vaay5x27Nih+Ph4tWzZ0r6vcuXKKlOmjDZt2mRGublSTEyMihYtmu44d3mvxcXFaceOHQ7vEw8PD7Vs2TLV98mmTZscxku2n3Pu+r6KiYmRpHTfV1evXlV4eLhKly6tBx54INV/E/KzQ4cOKSwsTOXLl1e3bt10/PjxVMfyPnMUFxenBQsWqE+fPrJYLKmO433m6MiRI4qOjnZ4LwUFBalhw4apvpcy83MxNfnujpm5WXR0tEMAl2Tfjo6OTvWY4sWLO+zz8vJS0aJFUz0mP5k9e7batGmjUqVKpTmua9euCg8PV1hYmH777Te98MILOnjwoL7++muTKs1ZTz/9tOrWrauiRYtq48aNGjFihE6fPq233347xfHR0dHy8fFJ9tmFEiVKuMX7KiWHDx/WtGnTNGnSpDTHudN77Z9//lFiYmKKP7cOHDiQ4jGp/Zxzx/eV1WrV0KFD1aRJE1WvXj3VcZUqVdLHH3+smjVrKiYmRpMmTVLjxo21b9++dH/25RcNGzbU3LlzValSJZ0+fVpjxozR3Xffrb1796pQoULJxvM+c7RkyRJdunRJvXr1SnUM77Pkkt4vzryXMvNzMTWE8HS8+OKLeuONN9Ics3///nQ/QOLuMjOPJ06c0IoVK/TFF1+k+/z/XSNfo0YNlSxZUi1atNCff/6piIiIzBeeg5yZs2HDhtn31axZUz4+PnriiSc0ceJEt7tdcWbeaydPnlTbtm3VuXNn9e/fP81j8+N7Da4xaNAg7d27N821zZLUqFEjNWrUyL7duHFjValSRR988IHGjRvn6jJzhXbt2tn/XrNmTTVs2FDh4eH64osv1Ldv3xysLG+YPXu22rVrp7CwsFTH8D7LfQjh6Rg+fHia/2cpSeXLl8/Qc4WGhib79GzS1ShCQ0NTPebWhf4JCQm6cOFCqsfkRpmZxzlz5ig4OFj333+/0+dr2LChJFt3M68Go6y89xo2bKiEhAQdPXpUlSpVSvZ4aGio4uLidOnSJYdu+JkzZ/LU+yolzs7bqVOn1Lx5czVu3FizZs1y+nz54b2WmmLFisnT0zPZVXPSep+EhoY6NT6/Gjx4sP2D9M52Gb29vVWnTh0dPnzYRdXlfoULF9btt9+e6hzwPvvXsWPHtHLlSqd/G8f77N/sdebMGZUsWdK+/8yZM6pdu3aKx2Tm52JqCOHpCAkJUUhISLY8V6NGjTR+/HidPXvWvsQkKipKgYGBqlq1aqrHXLp0STt27FC9evUkSatXr5bVarX/458XODuPhmFozpw56tGjh7y9vZ0+3+7duyXJ4Zsqr8nKe2/37t3y8PBItpQpSb169eTt7a1Vq1apU6dOkqSDBw/q+PHjDp2SvMiZeTt58qSaN2+uevXqac6cOfLwcP5jMvnhvZYaHx8f1atXT6tWrVLHjh0l2ZZYrFq1SoMHD07xmEaNGmnVqlUaOnSofV9UVFSef19llGEYGjJkiL755hutXbtW5cqVc/o5EhMTtWfPHt17770uqDBvuHr1qv788089/vjjKT7u7u+z/5ozZ46KFy+u9u3bO3Uc7zOpXLlyCg0N1apVq+yh+/Lly9qyZUuqV7rLzM/FVDn1MU6k6dixY8auXbuMMWPGGAULFjR27dpl7Nq1y7hy5YphGIaRkJBgVK9e3WjdurWxe/duY/ny5UZISIgxYsQI+3Ns2bLFqFSpknHixAn7vrZt2xp16tQxtmzZYmzYsMGoWLGi0aVLF9Nfn5lWrlxpSDL279+f7LETJ04YlSpVMrZs2WIYhmEcPnzYGDt2rLF9+3bjyJEjxrfffmuUL1/eaNq0qdll54iNGzcaU6ZMMXbv3m38+eefxoIFC4yQkBCjR48e9jG3zplhGMaTTz5plClTxli9erWxfft2o1GjRkajRo1y4iXkiBMnThgVKlQwWrRoYZw4ccI4ffq0/eu/Y9z9vfbZZ58Zvr6+xty5c43ff//dGDBggFG4cGH7VZ4ef/xx48UXX7SP/+WXXwwvLy9j0qRJxv79+41Ro0YZ3t7exp49e3LqJZhq4MCBRlBQkLF27VqH99T169ftY26dszFjxhgrVqww/vzzT2PHjh3GY489Zvj5+Rn79u3LiZeQI4YPH26sXbvWOHLkiPHLL78YLVu2NIoVK2acPXvWMAzeZ6lJTEw0ypQpY7zwwgvJHuN9ZnPlyhV7HpNkvP3228auXbuMY8eOGYZhGK+//rpRuHBh49tvvzV+++0344EHHjDKlStn3Lhxw/4c99xzjzFt2jT7dno/FzOKEJ6NevbsaUhK9rVmzRr7mKNHjxrt2rUz/P39jWLFihnDhw834uPj7Y+vWbPGkGQcOXLEvu/8+fNGly5djIIFCxqBgYFG79697cE+v+rSpYvRuHHjFB87cuSIw7weP37caNq0qVG0aFHD19fXqFChgvH8888bMTExJlacc3bs2GE0bNjQCAoKMvz8/IwqVaoYEyZMMG7evGkfc+ucGYZh3Lhxw3jqqaeMIkWKGAEBAcaDDz7oEEDzuzlz5qT4/frf3gTvNZtp06YZZcqUMXx8fIwGDRoYmzdvtj8WGRlp9OzZ02H8F198Ydx+++2Gj4+PUa1aNePHH380ueKck9p7as6cOfYxt87Z0KFD7fNbokQJ49577zV27txpfvE56NFHHzVKlixp+Pj4GLfddpvx6KOPGocPH7Y/zvssZStWrDAkGQcPHkz2GO8zm6RcdetX0txYrVbj1VdfNUqUKGH4+voaLVq0SDaf4eHhxqhRoxz2pfVzMaMshmEYzvXOAQAAAGQF1wkHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcAAABMRggHAAAATEYIBwAAAExGCAcA5ArNmjWTxWLR6NGjc7oUAHA5QjgAAABgMkI4ACBXKFOmjCpVqqRixYrldCkA4HIWwzCMnC4CAAAAcCd0wgEAAACTEcIBII954403ZLFY5OPjo61bt6Y4ZunSpfLw8JDFYtHChQudev7o6GhNmzZNDzzwgKpUqaKgoCD5+/urQoUK6tevn/bt25ficZ9//rksFossFou++eabFMfs3r1bfn5+slgsGj9+vMNjaX0wMyEhQbNmzVKzZs1UrFgxeXt7Kzg4WJUqVdKjjz6q2bNnO/UaASDHGQCAPMVqtRotW7Y0JBnly5c3Ll++7PD4qVOnjJCQEEOS0aNHD6efv2fPnoYkQ5Lh5eVlFC1a1PDy8rLv8/X1Nb788ssUj+3Tp48hyShatKhx/Phxh8euXr1qVKpUyZBkNG/e3EhMTHR4PDIy0pBkjBo1ymF/QkKC0apVK/v5JRlBQUGGr6+vwz4AyEvohANAHmOxWDR//nwVL15cf/31lwYOHGh/zDAM9ejRQ+fOnVOFChU0ffp0p5+/QoUKeuutt7Rnzx7duHFD58+fV2xsrPbu3atu3bopNjZWPXv21KlTp5IdO3XqVFWuXFkXLlxQ9+7dlZiYaH9syJAhOnjwoIKDgzV//nx5eGTsn6BPP/1UUVFR8vPz00cffaQrV67o0qVLunHjhs6cOaOvv/5aDz/8sNOvEwByVE7/XwAAIHOWLl1qWCwWQ5Ixd+5cwzAMY+LEiYYkw9vb29i2bZtLztu+fXtDkjFu3LgUH9+9e7e9Sz169GjDMAzj008/tXesv/322xSPS60TPnDgQEOSMWDAgGx9HQCQk+iEA0Ae1a5dOz377LOSpMGDB2vBggUaOXKkJGnChAmqX7++S87bvn17SdKGDRtSfLxWrVp66623JEnjxo3T/Pnz9eSTT0qSBg0apPvvv9+p8xUuXFiSba06AOQXhHAAyMMmTpyounXr6urVq3r88ccVHx+v1q1ba/jw4Vl63l9//VVPPfWUatasqcDAQPuHPC0Wi5566ilJ0okTJ1I9fsiQIerQoYMSExPVo0cPxcTEqEaNGpo0aZLTtdx7772yWCz67rvv1K5dO3366acpLoUBgLyEEA4AeZiPj4/mzZtn3w4KCtK8efNksViSjQ0NDU3x65lnnnEY995776lu3bqaMWOG9uzZo6tXryooKEglSpRQiRIlFBgYKEm6du1amrV9/PHH8vPzkyR5enrq008/tW8746677tIbb7whHx8fLV++XF27dtVtt92m0qVLq3fv3lqzZo3TzwkAOY0QDgB53KxZs+x/v3z5snbv3p3iuDNnzqT4FRMTYx+zf/9+DR06VP/X3h2DVNnFcRz/vqWJZN5IabiLQRkI6RIF0RJFEA7hoOAdLmK06aCQQy0tQVhQwaUighAjFSpcBIkSImjIwcGIwMWhKA3RQkPLnnsaJF9ELa+8PL0Xvh94lvM853/Ps1x+HM45TzabpaGhgeHhYRYWFpiZmWFiYoKJiQmuXbsGLG0C/Z3u7m4WFhYAiKJo3eUrG9HR0cH4+DjXr1+nrq6O3bt38/79e7q6ujh+/DgNDQ0sLi5uur4kxc0QLkl5bGBggEwmA0BNTQ0hBJqampicnFz1bAhhzaurq2v5mUePHhFFEVVVVfT19XHo0CG2bdu2os5G1maPjIxw/vz55XEBtLe38/bt282+Kslkkra2Nvr7+5mcnGR0dJSzZ88uj/v27dubri1JcTOES1Ke+vjxI83NzQA0Nzfz4sUL9uzZw6dPn2hqavrjTPVa3r17ByxtrlzvCMFnz579tsbXr19JpVJ8//6dEydOMDw8zOHDh5mfn6exsZFv377lPK61VFdXc/fuXY4ePQrA06dP/5O6khQHQ7gk5aFsNks6nWZqaorKykoymQyJRIKenh4KCgp48uTJ8rKRXCQSCQBev369ZogfHBzk+fPnv63R2trK2NgYZWVldHd3U1RURE9PDzt27GB0dJRz587lNKY/hfbi4mKADZ87Lkn/B/5jSVIeunLlCkNDQxQWFtLb28v27dsBOHLkCBcvXgTgwoULjIyM5FT31KlTALx584aWlhamp6eBpdntO3fuUF9fT1lZ2br9+/r6lpe33Lt3j2QyCcDevXu5desWsLTxc2BgYMNjqqur48yZMwwODvL58+fl9unpaS5dusTQ0BDw79GJkpQX/tYB5ZKkzXn16lUoLCwMQLh69eqq+1EUhWPHjgUg7N+/P8zNzeVUv7GxccXn4Hfu3Bm2bt0agHDw4MGQyWQCECoqKlb0Gx8fD4lEIgChpaVlzdrpdDoAoby8PHz48GHFvfU+1vOr/ddVWloaSktLV7TV19eHKIpyek9J+pucCZekPDI7O0sqlWJxcZGTJ0+ueR74li1buH//Prt27WJsbIzW1tacfuPBgwfcuHGDmpoaioqKiKKI6upqLl++zMuXLykpKVnV58ePH6RSKb58+cKBAwfWPQ/85s2b7Nu3j6mpKdLpNNls9o/jyWQydHZ2UltbS2VlJSEE5ufnSSaTnD59msePH/Pw4UOXo0jKK/+EsImdO5IkSZI2zWkDSZIkKWaGcEmSJClmhnBJkiQpZoZwSZIkKWaGcEmSJClmhnBJkiQpZoZwSZIkKWaGcEmSJClmhnBJkiQpZoZwSZIkKWaGcEmSJClmhnBJkiQpZoZwSZIkKWY/Af4UoVF7MXC7AAAAAElFTkSuQmCC", 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\n", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -355,19 +349,14 @@ "metadata": {}, "source": [ "
\n", + "\n", "A Sidenote About Linear Independence

\n", - "Let $S = \\{{v}_1,{v}_2,{v}_3, ..., {v}_n\\}$ be a set of vectors in $\\mathbb{R}^m$, if $n>m$, then $S$ is always linearly dependent. Simple example is $4$ vectors in $\\mathbb{R}^3$, even if $3$ of them are linearly independent, the $4$th one can never be independent of them.

\n", + "Let $S = \\{{v}_1,{v}_2,{v}_3, ..., {v}_n\\}$ be a set of vectors in $\\mathbb{R}^m$, if $n>m$, then $S$ is always linearly dependent. Simple example is $4$ vectors in $\\mathbb{R}^3$, even if $3$ of them are linearly independent, the $4$-th one can never be independent of them.

\n", + "\n", "\n", "Also if $S = \\{{v}_1,{v}_2,{v}_3, ..., {v}_n\\}$ contains a zero vector, then the set is always linearly dependent.\n", "
" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -386,7 +375,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.12.4" }, "toc": { "base_numbering": 1, diff --git a/notebooks/Chapter 8 - Vector Space and Subspace.ipynb b/notebooks/Chapter 8 - Vector Space and Subspace.ipynb index f742f8f..3507d42 100644 --- a/notebooks/Chapter 8 - Vector Space and Subspace.ipynb +++ b/notebooks/Chapter 8 - Vector Space and Subspace.ipynb @@ -2,14 +2,12 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "from mpl_toolkits.mplot3d import Axes3D\n", - "import scipy as sp\n", "import sympy as sy\n", "sy.init_printing() " ] @@ -55,106 +53,79 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "All axioms are self-explanatory without proof, we can visualize axiom $7$ with a user-defined function." + "All axioms are self-explanatory without proof, we can visualize axiom $7$ with visualization." ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "def vecSpaceAx7(u, v, c):\n", - " fig, ax = plt.subplots(figsize = (7, 7))\n", - " '''Syntax vecSpaceAx7(u, v, c), to demonstrate Axiom 7.'''\n", - " ax.arrow(0, 0, u[0], u[1], color = 'red', width = .08, \n", - " length_includes_head = True,\n", - " head_width = .3, # default: 3*width\n", - " head_length = .6,\n", - " overhang = .4)\n", - " \n", - " ax.arrow(0, 0, v[0], v[1], color = 'blue', width = .08, \n", - " length_includes_head = True,\n", - " head_width = .3, # default: 3*width\n", - " head_length = .6,\n", - " overhang = .4)\n", - " \n", - " ax.arrow(0, 0, u[0]+v[0], u[1]+v[1], color = 'green', width = .08, \n", - " length_includes_head = True,\n", - " head_width = .3, # default: 3*width\n", - " head_length = .6,\n", - " overhang = .4)\n", - " \n", - " ax.arrow(0, 0, c*u[0], c*u[1], color = 'red', width = .08, alpha=.5, \n", - " length_includes_head = True,\n", - " head_width = .3, # default: 3*width\n", - " head_length = .6,\n", - " overhang = .4)\n", - " \n", - " ax.arrow(0, 0, c*v[0], c*v[1], color = 'blue', width = .08, alpha=.5, \n", - " length_includes_head = True,\n", - " head_width = .3, # default: 3*width\n", - " head_length = .6,\n", - " overhang = .4) \n", - " ax.arrow(0, 0, c*(u[0]+v[0]), c*(u[1]+v[1]), color = 'green', width = .08, alpha=.5, \n", - " length_includes_head = True,\n", - " head_width = .3, # default: 3*width\n", - " head_length = .6,\n", - " overhang = .4)\n", - " \n", - " ###########################Dashed Lines#################################\n", - " point1 = [u[0], u[1]]\n", - " point2 = [u[0] + v[0], u[1] + v[1]]\n", - " line = np.array([point1, point2])\n", - " ax.plot(line[:,0], line[:,1], ls = '--', lw = 3, color = 'red', alpha = .5)\n", - " \n", - " point1 = [v[0], v[1]]\n", - " point2 = [u[0] + v[0], u[1] + v[1]]\n", - " line = np.array([point1, point2])\n", - " ax.plot(line[:,0], line[:,1], ls = '--', lw = 3, color = 'blue', alpha = .5)\n", - "\n", - " point1 = [c*v[0], c*v[1]]\n", - " point2 = [c*(u[0] + v[0]),c*(u[1] + v[1])]\n", - " line = np.array([point1, point2])\n", - " ax.plot(line[:,0], line[:,1], ls = '--', lw = 3, color = 'blue', alpha = .5)\n", - "\n", - " point1 = [c*u[0], c*u[1]]\n", - " point2 = [c*(u[0] + v[0]), c*(u[1] + v[1])]\n", - " line = np.array([point1, point2])\n", - " ax.plot(line[:,0], line[:,1], ls = '--', lw = 3, color = 'blue', alpha = .5)\n", + "\n", + "def vec_space_ax_7(u, v, c):\n", + " '''vecSpaceAx7(u, v, c), to demonstrate Axiom 7.'''\n", + " fig, ax = plt.subplots(figsize=(7, 7))\n", " \n", - " ####################################Text###############################\n", + " # Plot vectors u, v, u+v\n", + " ax.arrow(0, 0, u[0], u[1], color='red', width=0.08, \n", + " length_includes_head=True, head_width=0.3, head_length=0.6, overhang=0.4)\n", + " ax.arrow(0, 0, v[0], v[1], color='blue', width=0.08, \n", + " length_includes_head=True, head_width=0.3, head_length=0.6, overhang=0.4)\n", + " ax.arrow(0, 0, u[0]+v[0], u[1]+v[1], color='green', width=0.08, \n", + " length_includes_head=True, head_width=0.3, head_length=0.6, overhang=0.4)\n", " \n", - " ax.text(x = u[0], y = u[1], s = '$(%.0d, %.0d)$' % (u[0], u[1]), size = 16)\n", - " ax.text(x = v[0], y = v[1], s = '$(%.0d, %.0d)$' % (v[0], v[1]), size = 16)\n", - " ax.text(x = u[0]+v[0], y = u[1]+v[1], s = '$(%.0d, %.0d)$' % (u[0]+v[0], u[1]+v[1]), size = 16) \n", - " ax.text(x = c*u[0], y = c*v[1], s = '$(%.0d, %.0d)$' % (c*u[0], c*u[1]), size = 16) \n", - " ax.text(x = c*v[0], y = c*v[1], s = '$(%.0d, %.0d)$' % (c*v[0], c*v[1]), size = 16) \n", - " ax.text(x = c*(u[0]+v[0]), y = c*(u[1]+v[1]), s = '$(%.0d, %.0d)$' % (c*(u[0]+v[0]), c*(u[1]+v[1])), size = 16) \n", + " # Plot scaled vectors c*u, c*v, c*(u+v)\n", + " ax.arrow(0, 0, c*u[0], c*u[1], color='red', width=0.08, alpha=0.5, \n", + " length_includes_head=True, head_width=0.3, head_length=0.6, overhang=0.4)\n", + " ax.arrow(0, 0, c*v[0], c*v[1], color='blue', width=0.08, alpha=0.5, \n", + " length_includes_head=True, head_width=0.3, head_length=0.6, overhang=0.4)\n", + " ax.arrow(0, 0, c*(u[0]+v[0]), c*(u[1]+v[1]), color='green', width=0.08, alpha=0.5, \n", + " length_includes_head=True, head_width=0.3, head_length=0.6, overhang=0.4)\n", " \n", - " ax.set_title('Axiom 7: $c(\\mathbf{u}+\\mathbf{v})=c \\mathbf{u}+c \\mathbf{v}$', size = 19, color = 'red')\n", + " # Plot dashed lines\n", + " lines = [\n", + " ([u[0], u[1]], [u[0] + v[0], u[1] + v[1]], 'red'),\n", + " ([v[0], v[1]], [u[0] + v[0], u[1] + v[1]], 'blue'),\n", + " ([c*v[0], c*v[1]], [c*(u[0] + v[0]), c*(u[1] + v[1])], 'blue'),\n", + " ([c*u[0], c*u[1]], [c*(u[0] + v[0]), c*(u[1] + v[1])], 'blue')\n", + " ]\n", + " for (p1, p2, color) in lines:\n", + " ax.plot([p1[0], p2[0]], [p1[1], p2[1]], ls='--', lw=3, color=color, alpha=0.5)\n", " \n", + " # Annotate points\n", + " points = [\n", + " (u[0], u[1]), \n", + " (v[0], v[1]), \n", + " (u[0]+v[0], u[1]+v[1]), \n", + " (c*u[0], c*u[1]), \n", + " (c*v[0], c*v[1]), \n", + " (c*(u[0]+v[0]), c*(u[1]+v[1]))\n", + " ]\n", + " for (x, y) in points:\n", + " ax.text(x, y, f'$(%.0d, %.0d)$' % (x, y), size=16)\n", + "\n", + " # Set title and axis properties\n", + " ax.set_title(r'Axiom 7: $c(\\mathbf{u}+\\mathbf{v})=c \\mathbf{u}+c \\mathbf{v}$', size=19, color='red')\n", " ax.axis([0, np.max(c*u)+6, 0, np.max(c*v)+6])\n", " ax.grid(True)\n", - " \n", + "\n", "if __name__ == '__main__':\n", - " u = np.array([2,3])\n", - " v = np.array([3,1])\n", + " u = np.array([2, 3])\n", + " v = np.array([3, 1])\n", " c = 2\n", - " vecSpaceAx7(u, v, c)" + " vec_space_ax_7(u, v, c)\n" ] }, { @@ -166,26 +137,24 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ "u = np.array([1, 3])\n", "v = np.array([5, 2])\n", - "vecSpaceAx7(u, v, 2)" + "vec_space_ax_7(u, v, 2)" ] }, { @@ -201,40 +170,41 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "def funcVecSp(x1, x2, c):\n", - " fig, ax = plt.subplots(figsize = (10, 10))\n", + "\n", + "\n", + "def sin_cos_vis(x1, x2, c):\n", " '''Syntax funcVecSp(x), x is the domain, for instance, x = np.linspace(-3, 3, 20)'''\n", + " fig, ax = plt.subplots(figsize=(10, 10))\n", + " \n", " y1 = c * np.sin(x1)\n", - " ax.stem(x1, y1, use_line_collection = True, linefmt = 'red', label ='$\\sin{x}$')\n", + " ax.stem(x1, y1, linefmt='red', markerfmt='ro', basefmt='r-', label=r'$\\sin(x)$')\n", " \n", - " y2 = c * np.cos(x2+1)\n", - " ax.stem(x2, y2, use_line_collection = True, linefmt = 'blue')\n", + " y2 = c * np.cos(x2 + 1)\n", + " ax.stem(x2, y2, linefmt='blue', markerfmt='bo', basefmt='b-', label=r'$\\cos(x)$')\n", " \n", - " y3 = c*(np.sin(x1)+np.cos(x2+1))\n", - " ax.plot(x2, y3, lw = 4, color = 'red', alpha = .6)\n", + " y3 = c * (np.sin(x1) + np.cos(x2 + 1))\n", + " ax.plot(x2, y3, lw=4, color='red', alpha=0.6)\n", " \n", - " ax.fill_between(x2, y3, 0, color = 'red', alpha = .3)\n", + " ax.fill_between(x2, y3, 0, color='red', alpha=0.3)\n", " \n", - " str1 = '$\\sin(x)+\\cos(x+1)$'\n", - " ax.annotate(str1, xy = (1, 2*(np.sin(1)+np.cos(1+1))), xytext = (0, 3), weight = 'bold', color = 'r', fontsize =18,\n", - " arrowprops = dict(arrowstyle = '->', connectionstyle = 'arc3', color = 'b'))\n", + " str1 = r'$\\sin(x) + \\cos(x+1)$'\n", + " ax.annotate(str1, xy=(1, 2 * (np.sin(1) + np.cos(1 + 1))), xytext=(0, 3), weight='bold', color='r', fontsize=18,\n", + " arrowprops=dict(arrowstyle='->', connectionstyle='arc3', color='b'))\n", " \n", " ax.axis([-5, 5, -4, 4])\n", " ax.legend()\n", @@ -243,7 +213,7 @@ " x1 = np.arange(-5, 5, 0.3)\n", " x2 = np.arange(-5.1, 4.9, 0.3)\n", " c = 2\n", - " funcVecSp(x1, x2, c)" + " sin_cos_vis(x1, x2, c)\n" ] }, { @@ -264,9 +234,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "A subspace is one of the most important concept in linear algebra, fortunately nothing really mysterious.\n", + "A subspace is one of the most important concept in linear algebra.\n", "\n", - "A subspace resides in a vector space $V$, we can denoted it as $H$. Only two properties needs to be verified:\n", + "A subspace resides in a vector space $V$, we can denoted it as $H$. Only two properties needs to be demonstrated:\n", "1. $H$ has zero vector.\n", "2. Closed under vector addition and scalar multiplication." ] @@ -275,7 +245,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "There are two facts of subspace:\n", + "To help you understand subspace:\n", "1. Any line passes through $(0, 0)$ in $\\mathbb{R}^2$ is a subspace of $\\mathbb{R}^2$.\n", "2. Any plane passes through $(0, 0, 0)$ in $\\mathbb{R}^3$ is a subspace of $\\mathbb{R}^3$.\n", "\n", @@ -291,7 +261,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -391,7 +361,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -457,52 +427,36 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We have mentioned **span** quite a few times before, now we give formal definition of a span." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Use $\\text{span}(S)$ to denote span of a subset $\\{v_1, v_2,...,v_n\\}$, which is a linear combination in vector space $V$.\n", + "We have mentioned _span_ quite a few times before; now we provide a formal definition of a span. Use $\\text{span}(S)$ to denote the span of a subset $\\{v_1, v_2, \\ldots, v_n\\}$, which is a linear combination in vector space $V$.\n", "\n", "$$\n", - "\\text{span}(S)=\\{c_1v_1+c_2v_2...+c_nv_n:c_1,...,c_n \\in R\\}\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The span of two vectors in $\\mathbb{R}^3$ is a plane and any two vectors span a plane. Say, we have two vectors: $(3, 9, 2)$, $(1,7,5)$, any linear combination is a span, i.e. $s(3,9,2)^T+t(1,7,5)^T$." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "For more general span, a basic fact of matrix multiplication can assist us in demonstrating:\n", + "\\text{span}(S) = \\{c_1v_1 + c_2v_2 + \\cdots + c_nv_n : c_1, \\ldots, c_n \\in \\mathbb{R}\\}\n", + "$$\n", + "\n", + "The span of two vectors in $\\mathbb{R}^3$ is a plane which is also a subspace of $\\mathbb{R}^3$, and any two vectors span a plane. For example, given two vectors $(3, 9, 2)$ and $(1, 7, 5)$, any linear combination is a span, i.e., $s(3, 9, 2)^T + t(1, 7, 5)^T$.\n", + "\n", + "For a more general span, a basic fact of matrix multiplication can assist us in demonstrating:\n", "\n", "$$\n", - "AB = A[b_1\\ b_2\\ b_3,...,b_4]=[Ab_1\\ Ab_2\\ Ab_3,...,Ab_p]\n", + "AB = A[b_1\\ b_2\\ b_3, \\ldots, b_p] = [Ab_1\\ Ab_2\\ Ab_3, \\ldots, Ab_p]\n", "$$\n", "\n", - "where $A$ is the spanning set of vectors, $b_k$ is vector of weights for linear combination.We can generate a random matrix $B$ to form various linear combinations to visually verify if they are all contained in the spanned plane.\n", + "where $A$ is the spanning set of vectors, and $b_k$ is a vector of weights for the linear combination. We can generate a random matrix $B$ to form various linear combinations to visually verify if they are all contained in the spanned plane.\n", + "\n", + "We define:\n", "\n", - "We define \n", "$$\n", - "A=\\left[\\begin{array}{rr}\n", + "A = \\left[\\begin{array}{rr}\n", "3 & 1 \\\\\n", "9 & 7 \\\\\n", "2 & 5 \n", - "\\end{array}\\right]\\qquad b_i\\sim N(\\mathbb{0}, 1)\n", + "\\end{array}\\right] \\qquad b_i \\sim N(\\mathbf{0}, 1)\n", "$$" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -571,7 +525,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -620,7 +574,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The vectors are pointing every possible directions in $\\mathbb{R}^3$, and all of them stay in the span of those three vectors." + "The vectors are pointing every possible directions in $\\mathbb{R}^3$, and all of them bounded in the span of those three vectors." ] } ], @@ -640,7 +594,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.12.4" }, "toc": { "base_numbering": 1, From b4383ef5f88e60cd4cf96d7ab77ee10d306f763d Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Mon, 5 Aug 2024 20:46:36 +0200 Subject: [PATCH 07/64] overhaul --- ...ace vs Col Space, Row Space and Rank.ipynb | 211 +-- .../Chapter 11 - Linear Transformation.ipynb | 128 +- ...er 12 - Eigenvalues and Eigenvectors.ipynb | 256 +-- notebooks/Chapter 13 - Diagonalization.ipynb | 590 ------- notebooks/Chapter 13a - Diagonalization.ipynb | 690 ++++++++ ...r 13b - Principal Component Analysis.ipynb | 968 +++++++++++ ... 14 - Applications to Dynamic System.ipynb | 90 +- ...5 - Innear Product and Orthogonality.ipynb | 1442 ++++------------- ...Schmidt Process and QR Decomposition.ipynb | 567 +++---- ...atic Form and Cholesky Decomposition.ipynb | 948 +---------- ...8 - The Singular Value Decomposition.ipynb | 59 +- ...9 - Multivariate Normal Distribution.ipynb | 101 +- notebooks/Chapter 4 - LU Factorization.ipynb | 100 +- .../Chapter 9 - Basis and Dimension.ipynb | 149 +- ...gVis.py => linear_algebra_visulization.py} | 0 15 files changed, 2870 insertions(+), 3429 deletions(-) delete mode 100644 notebooks/Chapter 13 - Diagonalization.ipynb create mode 100644 notebooks/Chapter 13a - Diagonalization.ipynb create mode 100644 notebooks/Chapter 13b - Principal Component Analysis.ipynb rename notebooks/{linAlgVis.py => linear_algebra_visulization.py} (100%) diff --git a/notebooks/Chapter 10 -Null Space vs Col Space, Row Space and Rank.ipynb b/notebooks/Chapter 10 -Null Space vs Col Space, Row Space and Rank.ipynb index cf2bc30..0bc82c5 100644 --- a/notebooks/Chapter 10 -Null Space vs Col Space, Row Space and Rank.ipynb +++ b/notebooks/Chapter 10 -Null Space vs Col Space, Row Space and Rank.ipynb @@ -8,7 +8,6 @@ "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "from mpl_toolkits.mplot3d import Axes3D\n", "import sympy as sy\n", "sy.init_printing() " ] @@ -24,9 +23,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The **null space**, denoted as $\\text{Nul}A$ is the solution set of a homogeneous linear system, i.e. $Ax=0$. \n", + "The _null space_, denoted as $\\text{Nul}A$ is the solution set of a homogeneous linear system, i.e. $Ax=0$. \n", "\n", - "A null space is a always a subspace of $\\mathbb{R}^n$, why? Because the solution can always be at origin $(0, 0, ...)$.\n", + "A null space is a always a subspace of $\\mathbb{R}^n$, why? Because one solution can always be the origin $(0, 0, ...)$.\n", "\n", "As an example, consider a linear system.\n", "\n", @@ -51,19 +50,18 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Before solving the system, we have already known there is no unique solution since a free variable presents, due to fact that two equation with three variables.\n", + "Before solving the system, we have already known there is no unique solution since a free variable presents, due to the fact that two equation with three variables.\n", "\n", "Solve for the reduced echelon form." ] }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 2, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/latex": [ "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 1 & 0\\\\0 & 1 & 1 & 0\\end{matrix}\\right], \\ \\left( 0, \\ 1\\right)\\right)$" ], @@ -73,7 +71,7 @@ "⎝⎣0 1 1 0⎦ ⎠" ] }, - "execution_count": 28, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -114,12 +112,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Consider another example, suppose we have an augmented matrix" + "Now consider another example, suppose we have an augmented matrix" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -135,7 +133,7 @@ "⎣2 -4 5 8 -4 0⎦" ] }, - "execution_count": 2, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -146,7 +144,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": { "scrolled": true }, @@ -164,7 +162,7 @@ "⎝⎣0 0 0 0 0 0⎦ ⎠" ] }, - "execution_count": 3, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -237,12 +235,11 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", "text/latex": [ "$\\displaystyle \\left[\\begin{matrix}2 & 4 & -2 & 1\\\\-2 & -5 & 7 & 3\\\\3 & 7 & -8 & 6\\end{matrix}\\right]$" ], @@ -254,7 +251,7 @@ "⎣3 7 -8 6⎦" ] }, - "execution_count": 31, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -290,12 +287,11 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", "text/latex": [ "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 9 & 0 & 0\\\\0 & 1 & -5 & 0 & 0\\\\0 & 0 & 0 & 1 & 0\\end{matrix}\\right], \\ \\left( 0, \\ 1, \\ 3\\right)\\right)$" ], @@ -307,7 +303,7 @@ "⎝⎣0 0 0 1 0⎦ ⎠" ] }, - "execution_count": 32, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -367,12 +363,11 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", "text/latex": [ "$\\displaystyle \\left[\\begin{matrix}0\\\\-3\\\\3\\end{matrix}\\right]$" ], @@ -384,7 +379,7 @@ "⎣3 ⎦" ] }, - "execution_count": 33, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -410,12 +405,11 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", "text/latex": [ "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 9 & 0 & 5\\\\0 & 1 & -5 & 0 & - \\frac{30}{17}\\\\0 & 0 & 0 & 1 & \\frac{1}{17}\\end{matrix}\\right], \\ \\left( 0, \\ 1, \\ 3\\right)\\right)$" ], @@ -429,7 +423,7 @@ "⎝⎣0 0 0 1 1/17⎦ ⎠" ] }, - "execution_count": 34, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -483,12 +477,11 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/png": 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9LnmZ3uJ7sH497NoQaAIB6eCNGD3bxCwKy97Z5QvrXsJq9tX2+LJLQ2BfEdj6aeffu73pQpLoTKsAAAAASUVORK5CYII=\n", "text/latex": [ "$\\displaystyle \\left[\\begin{matrix}-2 & -5 & 8 & 0 & -17\\\\1 & 3 & -5 & 1 & 5\\\\3 & 11 & -19 & 7 & 1\\\\1 & 7 & -13 & 5 & -3\\end{matrix}\\right]$" ], @@ -502,7 +495,7 @@ "⎣1 7 -13 5 -3 ⎦" ] }, - "execution_count": 52, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -516,12 +509,11 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", "text/latex": [ "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 1 & 0 & 1\\\\0 & 1 & -2 & 0 & 3\\\\0 & 0 & 0 & 1 & -5\\\\0 & 0 & 0 & 0 & 0\\end{matrix}\\right], \\ \\left( 0, \\ 1, \\ 3\\right)\\right)$" ], @@ -535,7 +527,7 @@ "⎝⎣0 0 0 0 0 ⎦ ⎠" ] }, - "execution_count": 53, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -560,12 +552,11 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", "text/latex": [ "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 1 & 0 & 1 & 0\\\\0 & 1 & -2 & 0 & 3 & 0\\\\0 & 0 & 0 & 1 & -5 & 0\\\\0 & 0 & 0 & 0 & 0 & 0\\end{matrix}\\right], \\ \\left( 0, \\ 1, \\ 3\\right)\\right)$" ], @@ -579,7 +570,7 @@ "⎝⎣0 0 0 0 0 0⎦ ⎠" ] }, - "execution_count": 54, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -631,7 +622,7 @@ "metadata": {}, "source": [ "Definition of rank:\n", - "The **rank** is the dimension of the column space of $A$. The **nullity** of $A$ is the dimension of the null space." + "The _rank_ is the dimension of the column space of $A$. The _nullity_ of $A$ is the dimension of the null space." ] }, { @@ -645,21 +636,16 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The dimensions of the column space and the row space of an $m \\times n$ matrix $A$ are equal that is why we only need to say rank is the dimension of the column space. \n", + "The dimensions of the column space and the row space of an $m \\times n$ matrix $A$ are equal. Therefore, the rank is the same for either column space and row space.\n", "\n", - "This common dimension, the rank of $A$, also equals the number of pivot positions in $A$ and satisfies the equation\n", + "This common dimension, the rank of $A$, also equals the number of pivot positions in $A$ and satisfies the equation:\n", + "$$\n", + "\\operatorname{rank} A + \\operatorname{dim} \\mathrm{Nul} A = n\n", "$$\n", - "\\operatorname{rank} A+\\operatorname{dim} \\mathrm{Nul} A=n\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The intuition is that when a matrix $A$ is converted into rref $B$, we can indirectly(matching the same column from $B$ to $A$) see the basis of column space, those columns in corresponding rref have pivots. \n", "\n", - "And in rref, we can also see the basis of row space directly, every row in the basis of row space must have a pivot. And those rows which does not have pivots are for free variables, which is the dimension of null space. " + "The intuition behind this is that when a matrix $A$ is converted into its reduced row echelon form (rref) $B$, we can indirectly determine the basis of the column space by matching the columns of $B$ with those of $A$. The columns in $A$ that correspond to pivot columns in $B$ form the basis of the column space.\n", + "\n", + "In the rref, we can also directly see the basis of the row space. Each row in the basis of the row space must contain a pivot. The rows that do not contain pivots correspond to the free variables, which determine the dimension of the null space." ] }, { @@ -723,7 +709,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -741,7 +727,7 @@ "⎝⎣0 0 0 0 0 0⎦ ⎠" ] }, - "execution_count": 2, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -815,12 +801,11 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", "text/latex": [ "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & -2 & 1\\\\0 & 1 & -3 & 2\\\\0 & 0 & 0 & 0\\\\0 & 0 & 0 & 0\\\\0 & 0 & 0 & 0\\\\0 & 0 & 0 & 0\\end{matrix}\\right], \\ \\left( 0, \\ 1\\right)\\right)$" ], @@ -838,7 +823,7 @@ "⎝⎣0 0 0 0⎦ ⎠" ] }, - "execution_count": 38, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -888,12 +873,11 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/latex": [ "$\\displaystyle \\left[\\begin{matrix}5 & 8 & 2\\\\10 & 16 & 4\\\\3 & 4 & 1\\end{matrix}\\right]$" ], @@ -905,7 +889,7 @@ "⎣3 4 1⎦" ] }, - "execution_count": 56, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -916,12 +900,11 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/latex": [ "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 0\\\\0 & 1 & \\frac{1}{4}\\\\0 & 0 & 0\\end{matrix}\\right], \\ \\left( 0, \\ 1\\right)\\right)$" ], @@ -933,7 +916,7 @@ "⎝⎣0 0 0 ⎦ ⎠" ] }, - "execution_count": 40, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -991,68 +974,94 @@ "\n", "Here is what we observe. \n", "\n", - "The $\\text{Row}A$ is a plane and $\\text{Nul}A$ is a line which is perpendicular to the plane. It is easy to grasp the idea if you notice that in a homogeneous system $Ab = \\mathbf{0}$, it breaks down into many dot products\n", + "The $\\text{Row}A$ is a plane and $\\text{Nul}A$ is a line which is perpendicular to the plane (maybe 3D plot not so obvious about it). It is easy to grasp the idea if you notice that in a homogeneous system $Ab = \\mathbf{0}$, it breaks down into dot products\n", "\n", "$$\n", "Ab =\\left[\n", "\\begin{matrix}\n", - "A_{1i}\\cdot b \\\\ A_{2i}\\cdot b\\\\ A_{3i}\\cdot b\n", + "A_{1\\cdot}\\cdot b \\\\ A_{2\\cdot}\\cdot b\\\\ A_{3\\cdot}\\cdot b \n", "\\end{matrix}\n", - "\\right]\n", + "\\right] \n", + "=\n", + "\\left[\n", + "\\begin{matrix}\n", + "0 \\\\ 0 \\\\ 0\n", + "\\end{matrix}\n", + "\\right] \n", "$$\n", "\n", - "where $A_{1i}, A_{2i}, A_{3i}$ are the rows of $A$. In later chapters we will prove when the dot product of two vectors equals zero, which means geometrically they are perpendicular." + "where $A_{1\\cdot}, A_{2\\cdot}, A_{3\\cdot}$ are the rows of $A$. In later chapters we will prove when the dot product of two vectors equals zero, they are geometrically perpendicular." ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 17, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "%matplotlib inline\n", + "\n", + "# Generate the grid\n", "s = np.linspace(-1, 1, 10)\n", "t = np.linspace(-1, 1, 10)\n", "S, T = np.meshgrid(s, t)\n", "\n", "X = S\n", "Y = T\n", - "Z = T*.25\n", + "Z = T * 0.25\n", "\n", - "fig = plt.figure(figsize = (8,8))\n", + "# Create the figure and the 3D axis\n", + "fig = plt.figure(figsize=(8, 8))\n", + "ax = fig.add_subplot(111, projection='3d')\n", "\n", - "ax = fig.add_subplot(111,projection='3d')\n", - "ax.plot_surface(X, Y, Z, alpha = .9, cmap=plt.cm.coolwarm)\n", + "# Plot the surface\n", + "ax.plot_surface(X, Y, Z, alpha=0.9, cmap=plt.cm.coolwarm)\n", "\n", + "# Plot the line\n", "x3 = np.linspace(-1, 1, 10)\n", - "x1 = 0*x3\n", - "x2 = -.25*x3\n", - "ax.plot(x1,x2,x3, lw = 5)\n", + "x1 = 0 * x3\n", + "x2 = -0.25 * x3\n", + "ax.plot(x1, x2, x3, lw=5)\n", "\n", - "ax.set_xlabel('x-axis', size = 18)\n", - "ax.set_ylabel('y-axis', size = 18)\n", - "ax.set_zlabel('z-axis', size = 18)\n", + "# Set axis labels\n", + "ax.set_xlabel('x-axis', size=18)\n", + "ax.set_ylabel('y-axis', size=18)\n", + "ax.set_zlabel('z-axis', size=18)\n", "\n", - "ax.axis([-1,1,-1,1])\n", + "# Set axis limits\n", + "ax.set_xlim([-1, 1])\n", + "ax.set_ylim([-1, 1])\n", + "ax.set_zlim([-0.25, 0.25])\n", "\n", - "ax.text(x = 1, y = -1, z = -.25, s = r'$Row\\ A$', size = 17)\n", - "ax.text(0, -.25, 1, s = r'$Nul\\ A$', size = 17)\n", + "# Add text annotations\n", + "ax.text(1, -1, -0.25, r'$Row\\ A$', size=17)\n", + "ax.text(0, -0.25, 1, r'$Nul\\ A$', size=17)\n", "\n", - "ax.view_init(7, 20)\n", - "plt.show()" + "# Set the view angle\n", + "ax.view_init(elev=7, azim=20)\n", + "\n", + "# Show the plot\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let me write a summary:\n", + "1. The dimension of the row space is equal to the dimension of the column space (both are the rank of the matrix).\n", + "2. The row space of $A$ is orthogonal to the null space of $A$.\n", + "3. The column space of $A$ is orthogonal to the left null space of $A$." ] }, { @@ -1071,12 +1080,12 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/latex": [ "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 2 & 0\\\\0 & 0 & 1\\\\0 & 0 & 0\\end{matrix}\\right], \\ \\left( 0, \\ 2\\right)\\right)$" ], @@ -1127,12 +1136,12 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/latex": [ "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 0\\\\0 & 1 & \\frac{1}{4}\\\\0 & 0 & 0\\end{matrix}\\right], \\ \\left( 0, \\ 1\\right)\\right)$" ], @@ -1181,12 +1190,12 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -1252,12 +1261,12 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/latex": [ "$\\displaystyle \\left[\\begin{matrix}2 & 4 & 1 & -1\\\\4 & 2 & -4 & 2\\\\2 & -2 & -5 & 3\\\\1 & 9 & -3 & 2\\end{matrix}\\right]$" ], @@ -1282,12 +1291,12 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "image/png": 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Ib3rp8OAwpyz7mC/FBxnAA1wmh6uTKQwkoM7HCNQXuL02eyjJe3ZljoAgXoDE2Hm1hNIb3s8SokZZZmElWiw4P1TkjtuOfn1MxtTpo5nKX4oPOIh/192plGh70xYzNpLCDIl5MXXBzNsZYpDq9YYel+Q9VEYvdwQI6EJmCnWwoTkC0WcXYW6jtvQ0qg+QG30FMuaX5J1RLSftCBwHAnXPJuVxzCmleS8pmuZ5TF7oSxFXWkneHSItkxynkDyfdIjXyJ0zpkRVEB1e7TgpiGZ40GgSEa+8WgTqxuaQzniwwupoxR5qK8n7YKBmroDuInnQvoqUCG4oUqh42lAE6IdMo3J7NHV5Sj7UVpJ3HQM/dgS2goDNWIK+eDZMMfBqGhkhd/4ftkmnNgcx8jYeapufddiiXYp3BnXKkdSUChxtysuGxbCgqnT2ZHAbnAGMPnVbkX04jSmZ0jxsEIFFF4hjp+x9qC1HO5TknUOfUjRlUHjcZJMfsSuF+anwxbNZchoFbngxex9qo1CmUIy3LtLeh+wy6Twb2ejRbPIjdrOBuC1CeLeEYGNsGkWCZXCcLcjDgHHvQ205BCjMe5ZdmDlwOYAmm7zuyeic6Z8pE6+SrN5ro+P2dIkpVWrqqmQPG0CgsTRTn0bd2IDyruJIBGRgGIyI9kJ0jMyWPmI3ErlNVzMHhnXhSxgbPA2CZVyc+a8j0ETARqnNfcSuCYOfHYCAOTDBxmBsgtXRv3WmA2h50a0goCmSPQlt/1v6iN1WmnluPc2BqTwb+ziXZczN0OmdDgIYGtZq2uHUP2LX1tfPhyFgDkwYoPBsbKSyjGFkvNQWEWCx19Zs7BWnW/iI3Rbbeg6dzYEJDg13o8zYpEasORg6jRNBQFOpQz9ix6a+3O+zORF0T1INc2CCjakbG7NCJ6m1KzUPAjI4nS+qire+27e/52HsVNaIgDkwF9ModZBz00K3Ny3TkvzfEXAEHIGDEahtlaDuhbGJVHwqdTCcXsERcAT2IGCOC8/OBYeGaRQB15dMK0BatiCrZ7tKeZiPj9dv4rtRJfUe25hrlHmsrl5vVgQ+j9TMkam+rsDXDdhazrNDWYM6Lw/ybeq7UQBaUu+xDbpGmcfq6vVmRwAnglA9znLl4rxKMGsUk+f9U+fd5HejSuo9tgXXKPNYXb1eFgTOIlUcmRCCsYl3EUiwAhe58//yMGLqbgUC3VEHz3lHbKu8x7ZiSbzGyuz1jgcBW5LZ8WwQMcytdMFboRxi3xHRsHW5RdzuiJGfK2yV91g8S+I1VmavdwQIRKcBO1ItDiNW8GyifPZJ3CwX/ECvxTYBRZHm+dsq77HolcRrrMxe76gQMBtSeTVIVzc2L6O41Xb0mcU3Q2JeTJ28eTu5plFb5V3H+JDjkngdIqeXPU4E/hzF+r4uXmVstG6DFcIQmFWql1vq2B5JX4pfnc9WedcxOOS4JF6HyOlll0cg2BDZFJstBQkqYxPl4QPw1+RGn2WQz7yXFGkbSe0l2qkyU9K2ynssZiXxGiuz1zsCBKLtYIbSMDSI1jY2vCeXYG7QxdkMv7aLUKRSUyVLqzYAzcCyIrFV3hUABx6UxOtAUb348SFgM6PGFAoxG8ZGncymUuyHyRGgfzNB2DybxoJSotyUpK3yHotZSbzGyuz1yiOAo8JdqF7PBlGfKDKVMgtF2lwBzym1cZCdy0t8N2qLvMe2Xcm2Giuz1yuIQJxCsQQTviO2I4osEK93bEQV4rvOL9rp+85VHibUu9lTjhfp3LUyOmYK9UHxzNJy/YvHJnmPxXNJvMQLb1qiNvuin68HD7UfAxQ24Fqq3a4qIxV4Z8kjWSoqnacKTEjDi9ncd6Okc0m9xzbXGmUeq6vXm4AAtkLVeb7yxy6bcRkL1A6xIt7Gd8of9I2n6ELxkOUt1cmy0NuW089PBwH1Hzybp+o7l09Hq+1oovZ7JG15m0Pn9d9YIDZo1OB4MxiZ4N1Yuv87Ao6AI9CBwGOlP9vnaCSNDcRUiakURgciHhwBR8ARSCIQvRqmUXtnQZ3GJlL9Wv94N6nb1UnGnugIOALbQUC2ASPD9OlhnBF1Kr/X2Kgy98qJTzspeIYj4AhsGYHnUp5vvqdvd9eQ2WtsKCcivNfkpixYro1+NXH80BFwBNaCgGwCe/GI2Ije0GtsIgWI8RF5XKa+8FblPraiPQbRV9fzN4CA+sZOH5Ha7j2vr+1ps3t90ydTq2ufjeWHfxF7ow6CweGxAhaNU4Hb3Q9TGUrzW+EdwGw0mTm+hxUjIHuA48E6zeBHjP4P3KKRReBiGOcAAAAASUVORK5CYII=\n", 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", "text/latex": [ "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 0 & - \\frac{4}{21}\\\\0 & 1 & 0 & \\frac{1}{63}\\\\0 & 0 & 1 & - \\frac{43}{63}\\\\0 & 0 & 0 & 0\\end{matrix}\\right], \\ \\left( 0, \\ 1, \\ 2\\right)\\right)$" ], @@ -1321,12 +1330,12 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+ "image/png": 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"text/latex": [ "$\\displaystyle \\left[\\begin{matrix}2 & 4 & 1\\\\4 & 2 & -4\\\\2 & -2 & -5\\\\1 & 9 & -3\\end{matrix}\\right]$" ], @@ -1358,12 +1367,12 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+ "image/png": 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"text/latex": [ "$\\displaystyle \\left[\\begin{matrix}1 & 0 & 0 & - \\frac{4}{21}\\\\0 & 1 & 0 & \\frac{1}{63}\\\\0 & 0 & 1 & - \\frac{43}{63}\\end{matrix}\\right]$" ], @@ -1395,12 +1404,12 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/latex": [ "$\\displaystyle \\left[\\begin{matrix}2 & 4 & 1 & -1\\\\4 & 2 & -4 & 2\\\\2 & -2 & -5 & 3\\\\1 & 9 & -3 & 2\\end{matrix}\\right]$" ], @@ -1432,7 +1441,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -1467,7 +1476,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.12.4" }, "toc": { "base_numbering": 1, diff --git a/notebooks/Chapter 11 - Linear Transformation.ipynb b/notebooks/Chapter 11 - Linear Transformation.ipynb index 7f2777f..005e713 100644 --- a/notebooks/Chapter 11 - Linear Transformation.ipynb +++ b/notebooks/Chapter 11 - Linear Transformation.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 30, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -30,13 +30,13 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let $V$ and $W$ be vector spaces. The mapping $T:\\ V\\rightarrow W$ is called a linear transformation if an only if\n", + "Let $V$ and $W$ be vector spaces. The mapping $T:\\ V\\rightarrow W$ is called a _linear transformation_ if an only if\n", "\n", "$$\n", "T(u+v)=T(u)+T(v)\\quad \\text{and} \\quad T(cu)=cT(u)\n", "$$\n", "\n", - "for all $u,v\\in V$ and all $c\\in R$. If $T:\\ V\\rightarrow W$, then $T$ is called a linear operator. For each $u\\in V$, the vector $w=T(u)$ is called the image of $u$ under $T$." + "for all $u,v\\in V$ and all $c\\in R$. If $T:\\ V\\rightarrow W$, then $T$ is called a _linear operator_. For each $u\\in V$, the vector $w=T(u)$ is called the _image_ of $u$ under $T$." ] }, { @@ -82,27 +82,44 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 15, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ + "\n", + "\n", "def paraEqPlot(p0, v0, p1, v1):\n", " t = np.linspace(-5, 5)\n", + " \n", " ################### First Line ####################\n", - " fig, ax = plt.subplots(figsize = (10, 10))\n", - " x = p0[0,:] + v0[0,:]*t\n", - " y = p0[1,:] + v0[1,:]*t\n", - " ax.plot(x, y, lw = 3, color = 'red')\n", + " fig, ax = plt.subplots(figsize=(10, 10))\n", + " \n", + " # Plot first line\n", + " x = p0[0, 0] + v0[0, 0] * t\n", + " y = p0[1, 0] + v0[1, 0] * t\n", + " ax.plot(x, y, lw=3, color='red')\n", " ax.grid(True)\n", - " ax.scatter(p0[0,:], p0[1,:], s = 150, ec = 'red', fc = 'black', zorder = 3)\n", + " ax.scatter(p0[0, 0], p0[1, 0], s=150, edgecolor='red', facecolor='black', zorder=3)\n", " \n", - " ################### First Line ####################\n", - " x = p1[0,:] + v1[0,:]*t\n", - " y = p1[1,:] + v1[1,:]*t\n", - " ax.plot(x, y, lw = 3, color = 'blue')\n", + " # Plot second line\n", + " x = p1[0, 0] + v1[0, 0] * t\n", + " y = p1[1, 0] + v1[1, 0] * t\n", + " ax.plot(x, y, lw=3, color='blue')\n", " ax.grid(True)\n", - " ax.scatter(p1[0,:], p1[1,:], s = 150, ec = 'red', fc = 'black', zorder = 3)\n", + " ax.scatter(p1[0, 0], p1[1, 0], s=150, edgecolor='red', facecolor='black', zorder=3)\n", " \n", + " # Set the position of the spines\n", " ax.spines['left'].set_position('zero')\n", " ax.spines['bottom'].set_position('zero')\n", "\n", @@ -114,11 +131,22 @@ " ax.xaxis.set_ticks_position('bottom')\n", " ax.yaxis.set_ticks_position('left')\n", " \n", - " string = '$(%.d, %.d)$' % (p0[0,:], p0[1,:])\n", - " ax.text(x= p0[0,:]+.5, y = p0[1,:], s = string, size = 14)\n", + " # Add text annotations\n", + " string = f'$({int(p0[0, 0])}, {int(p0[1, 0])})$'\n", + " ax.text(x=p0[0, 0] + 0.5, y=p0[1, 0], s=string, size=14)\n", " \n", - " string = '$(%.d, %.d)$' % (p1[0,:], p1[1,:])\n", - " ax.text(x= p1[0,:]+.5, y = p1[1,:], s = string, size = 14)" + " string = f'$({int(p1[0, 0])}, {int(p1[1, 0])})$'\n", + " ax.text(x=p1[0, 0] + 0.5, y=p1[1, 0], s=string, size=14)\n", + " \n", + " plt.show()\n", + "\n", + "# Example usage\n", + "p0 = np.array([[1], [2]])\n", + "v0 = np.array([[1], [0.5]])\n", + "p1 = np.array([[2], [3]])\n", + "v1 = np.array([[0.5], [1]])\n", + "\n", + "paraEqPlot(p0, v0, p1, v1)\n" ] }, { @@ -142,16 +170,17 @@ "Let's say, we perform linear transformation on a vector $(x, y)$, \n", "\n", "$$\n", - "T\\left(\\left[\\matrix{x\\cr y}\\right]\\right)=\\pmatrix{3x-2y\\cr -2x+3y}\\\\\n", + "T\\left(\\begin{bmatrix} x \\\\ y \\end{bmatrix}\\right) = \\begin{pmatrix} 3x - 2y \\\\ -2x + 3y \\end{pmatrix}\n", "$$\n", - "and substitute the parametric function into the linear operator.\n", - "\n", + "and substitute the parametric function into the linear operator.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ "$$\n", - "T\\left(\\left[\\matrix{4+t\\cr 5+3t}\\right]\\right)=\\pmatrix{3(4+t)-2(5+3t)\\cr -2(4+t)+3(5+3t)}=\\left[\n", - "\\begin{matrix}\n", - "2-3t\\\\7+7t\n", - "\\end{matrix}\n", - "\\right]\n", + "T\\left(\\begin{bmatrix} 4+t \\\\ 5+3t \\end{bmatrix}\\right) = \\begin{pmatrix} 3(4+t) - 2(5+3t) \\\\ -2(4+t) + 3(5+3t) \\end{pmatrix} = \\begin{bmatrix} 2 - 3t \\\\ 7 + 7t \\end{bmatrix}\n", "$$" ] }, @@ -159,24 +188,22 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The red line is transformed into" + "The red line is transformed into blue line and point $(4, 5)$ transformed into $(2, 7)$" ] }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 16, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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A4B8oGriqkBBp4kSpSxd7HhtrbfS3aJGZuQAAAOD7KBq4ppAQ6aOPpK5d7XlsrNS6tbRwoZm5AAAA4NsoGriukBDpww+lJ56w5wllY/58M3MBAADAd1E0kCIhIdKECdKTT9rzuDhrV/F588zMBQAAAN9E0UCKhYRI778vPf20PY+Ls3YVnzvXzFwAAADwPRQNpEpIiDR+vNS9uz1PKBuzZ5uZCwAAAL6FooFUczikceOknj3teXy89Nhj0qxZZuYCAACA76Bo4IY4HNJ770m9etnz+HipfXtp5kwzcwEAAMA3UDRwwxwO6d13pd697Xl8vNShgzRjhpm5AAAAYB5FA2nicEhvvy09+6w9Tygb06cbGQsAAACGUTSQZg6HNGaM1LevPXc6pU6dpGnTjIwFAAAAgyga8AiHQxo9WnruOXvudEqdO0tTppiZCwAAAGZQNOAxDof05ptS//723OmUunSRJk82MxcAAAC8j6IBj3I4pDfekAYMsOcJZWPiRDNzAQAAwLsoGvA4h0N67TXphRdcH+vWTfr4Y+/PBAAAAO+iaCBdOBzSq69KL77o+tgTT0gffuj9mQAAAOA9FA2kG4dDGjFCeukl18eeekr64APvzwQAAADvoGggXTkc0iuvSC+/7PrY009LEyZ4fyYAAACkP4oG0p3DIQ0fLg0Z4vpY9+7S+PHenwkAAADpi6IBrxk61PqTXM+e0tix3p4GAAAA6YmiAa8aMkQaNsw1f+YZ6b33vD8PAAAA0gdFA143eLB13UZyvXtL77zj9XGARBMmTFDFihWVLVs2ZcuWTdWqVdOKFSsSH7906ZJ69Oih3LlzK0uWLIqKitLhw4cNTgwAgO+iaMCIQYOsO1Il16eP9Pbb3p8HkKTChQvr9ddf17Zt2/Tdd9+pVq1aatasmXbu3ClJ6tOnj5YuXar58+dr48aNOnDggFq2bGl4agAAfFOY6QEQvF56SQoJcd1ro29fKT5eeu45M3MheDVp0sT29siRIzVhwgRt2bJFhQsX1qRJkzRr1izVqlVLkjRlyhTdeuut2rJli+655x4TIwMA4LM4ogGjBg6UXn/dNe/XTxo92vvzAAni4uI0Z84cnT9/XtWqVdO2bdsUExOjOnXqJD6nbNmyKlq0qDZv3mxwUgAAfFOKj2jExMSk5xzwgIQ18re1so5ghOjFF0Ntef/+UkxMnPr1izc0mXn+uqb+bMeOHapevbouXbqkLFmyaP78+brlllv03XffKSIiQpkzZ7atR758+fTvv/9ec42io6MVHR2d+PaJEyckWevK2gYGvlYDD2samFhXzwkPD7/ucxxOp9OZkhdbsmRJmgcCrmXx4ps1dWp5l7x9+18UFbXbwEQIRjExMTp27JjOnz+vzZs3a82aNRo5cqT+/PNPjR07VgsWLLA9v3///ipfvrw6dux41decPXu25s6d65LPmjVLkZGRHv8cAABIb82aNbvuc1JcNGh+vi8mJkZr1qxR3bp1U9QyfdE774To+edDXfJXXonTgAHBd2QjENbU3zVo0EAlS5ZUq1atVL9+fR05ckQ5cuRIfLxUqVLq1auXevfufdXXcHdEo3Tp0jp48KBy586dnuPDS/haDTysaWBiXT0nJX9/KT51isXwH+Hh4X67Xv37S2Fh1ulUSb38cqgcjlC99JKZuUzz5zX1d06nUzExMapatarCw8O1adMmRUVFSZJ27dqlvXv36v7777/m+oSHhytLlixuc9Y1sLCmgYc1DUysq3dw1yn4nD59rLtRPfusPR80yLob1csvGxkLQWDgwIFq2LChihYtqrNnz2rWrFnasGGDVq1apezZs6tLly7q27evcuXKpWzZsqlXr16qVq0ad5wCAMANigZ8Uu/eksNh/TepwYMlp9P6L+BpR44cUYcOHXTw4EFlz55dFStW1KpVq1S3bl1J0ttvv62QkBBFRUUpOjpa9evX1/vvv294agAAfBNFAz7rmWesIxu9etnzIUOsIxtDhxoZCwFs0qRJ13w8Y8aMGj9+vMaPH++liQAA8F/sowGf1rOnNG6caz5smFU4UnYrAwAAAHgbRQM+r0cPyd0vkIcPv3IqFQAAAHwLRQN+oXt3acIE13zECOvicMoGAACAb6FowG889ZT04Yeu+ciR0ksvUTYAAAB8CUUDfuWJJ6SPPnLNX3tNevFFygYAAICvoGjA73TrJk2caN3+NqnXX5deeIGyAQAA4AsoGvBLXbq4LxujRknPP0/ZAAAAMI2iAb/1+OPSpEmuZWP0aKl/f8oGAACASRQN+LXOnaUpU1zLxltvSc89R9kAAAAwhaIBv9exozR1qmvZePttqU8fygYAAIAJFA0EhA4dpOnTpZBk/49+913p2WcpGwAAAN5G0UDAeOwx92XjvfekZ56hbAAAAHgTRQMB5dFHpRkzXMvGuHFSz56UDQAAAG+haCDgtG0rzZzpWjbef1/q0UOKjzczFwAAQDChaCAgtWkjzZolhYba8wkTKBsAAADeQNFAwGrdWpo927VsfPCB9PTTlA0AAID0RNFAQGvVSpozx7VsfPSR9OSTlA0AAID0QtFAwHv4YWnuXCkszJ5PnCg98QRlAwAAID1QNBAUoqKkefNcy8akSVLXrpQNAAAAT6NoIGi0aCHNn+9aNqZMkbp0keLizMwFAAAQiCgaCCrNm0sLFkjh4fZ86lTKBgAAgCdRNBB0mjWTFi50LRvTpkmdO1M2AAAAPIGigaDUpIm0aJEUEWHPP/lE6tSJsgEAAJBWFA0ErcaN3ZeNGTOkDh2k2FgzcwEAAAQCigaC2kMPSYsXSxky2PNZsygbAAAAaUHRQNBr2NB92Zg9W2rfnrIBAABwIygagKQGDaQlS1zLxpw50qOPUjYAAABSi6IB/Kd+femzz6SMGe35vHlSu3ZSTIyZuQAAAPwRRQNIol49aelS17Ixf77Uti1lAwAAIKUoGkAydepIy5ZJmTLZ84ULpTZtKBsAAAApQdEA3Khd233ZWLRIat1aunzZzFwAAAD+gqIBXEWtWtLnn7uWjU8/lR55hLIBAABwLRQN4Bpq1pSWL5ciI+35kiVSq1aUDQAAgKuhaADXUaOGtGKFlDmzPf/sM+nhh6XoaCNjAQAA+DSKBpAC1au7LxtLl0pRUZQNAACA5CgaQAo98IC0cqWUJYs9//xzqWVL6dIlM3MBAAD4IooGkAr33+++bCxfTtkAAABIiqIBpNJ990mrVklZs9rzFSuk5s0pGwAAABJFA7gh997rvmysWiU1ayZdvGhmLgAAAF9B0QBuULVq0urVUrZs9nz1asoGAAAARQNIg3vukdaskbJnt+dr1khNm0oXLpiZCwAAwDSKBpBGd9/tvmysXSs1aULZAAAAwYmiAXjAXXdZxSJHDnv+xRdS48bS+fNGxgIAADCGogF4yJ13WmUjZ057vn49ZQMAAAQfigbgQVWquC8bGzZIDz1E2QAAAMGDogF42B13SOvWSbly2fONG6VGjaRz58zMBQAA4E0UDSAd3H67+7KxaRNlAwAABAeKBpBOKle2LgbPnduef/ml1LChdPaskbEAAAC8gqIBpKNKlayykSePPf/f/6QGDaQzZ8zMBQAAkN4oGkA6q1jRfdn4+mvKBgAACFwUDcALKlSwbnObN68937xZql9fOn3azFwAAADphaIBeEn58lbZyJfPnm/ZQtkAAACBh6IBeFG5clbZyJ/fnm/dKtWrJ506ZWQsAAAAj6NoAF52223uy8Y331A2AABA4KBoAAbcequ1W3iBAvb822+lunWlkyeNjAUAAOAxFA3AkLJlrbJRsKA9/+47ygYAAPB/FA3AoDJlrNOokpeNbdukOnWkEyfMzAUAAJBWFA3AsDJlrCMbhQrZ8++/lxo0CNPZs+FG5gIAAEgLigbgA0qXtsrGTTfZ8+3bHRo8+F4dP25kLAAAgBtG0QB8xC23WGWjcGF7/tdfOVS/fpiOHTMyFgAAwA2haAA+pFQpq2wUKWLPf/rJodq1RdkAAAB+g6IB+Jibb7bKRtGi9vynn6RataSjR42MBQAAkCoUDcAHlSyZUDactnzHDqtsHDliZi4AAICUomgAPqpECWnNmljlzXvBlv/8M2UDAAD4PooG4MNKlJBGjPifihe3H9nYuVOqWVM6fNjQYAAAANdB0QB8XP78F7VmTaxKlLDnv/xilY1Dh8zMBQAAcC0UDcAPFCtmXbORvGz8+qtVNg4eNDIWAADAVVE0AD9RtKi0caN1oXhSv/1G2QAAAL6HogH4kSJFrLJx8832fNcuqUYN6cABI2MBAAC4oGgAfqZwYes0qlKl7Pnvv1tl499/TUwFAABgR9EA/FBC2bjlFnu+e7d1GhVlAwAAmEbRAPzUTTdZZaN0aXu+e7d1ZGP/fhNTAQAAWCgagB8rVEhav14qU8ae79ljlY19+4yMBQAAQNEA/F1C2Shb1p7/8YdVNvbuNTIWAAAIchQNIAAULOi+bPz5p1U2/vnHyFgAACCIUTSAAFGggHXNxm232fO//rLKxt9/GxgKAAAELYoGEEDy55e++MK1bPz9N2UDAAB4F0UDCDD581unUZUrZ8//+ccqG3/9ZWQsAAAQZCgaQADKl88qGxUq2POEsvHnn0bGAgAAQYSiAQSovHmldetcy8bevVbZ+OMPI2MBAIAgQdEAAljevNY1G5Uq2fN9+ygbAAAgfVE0gACXJ491ZKNyZXu+f7/04IPW5n4AAACeRtEAgkDu3NLatdLtt9vzf/+1ysbu3WbmAgAAgYuiAQSJhLJxxx32/MAB6zSq3383MhYAAAhQFA0giOTKJa1ZI1WpYs8TysauXUbGAgAAAYiiAQSZhLJx5532/OBBq2z89puRsQAAQIChaABBKGdOq2zcdZc9P3TIKhu//mpkLAAAEEAoGkCQypFDWr1auvtue374sFSzpvTLL0bGAgAAAYKiAQSxhLJRtao9TygbO3caGQsAAAQAigYQ5LJnt8rGPffY8yNHrLLx889m5jLhtdde01133aWsWbMqX758at68uXYlu0L+0qVL6tGjh3Lnzq0sWbIoKipKhw8fNjQxAAC+i6IBQNmySatWSdWq2fOjR6VataQdO8zM5W0bN25Ujx49tGXLFq1Zs0YxMTGqV6+ezp8/n/icPn36aOnSpZo/f742btyoAwcOqGXLlganBgDAN1E0AEi6Ujbuu8+eJ5SNn34yM5c3rVy5Up06dVK5cuVUqVIlTZ06VXv37tW2bdskSadPn9akSZM0ZswY1apVS1WqVNGUKVP09ddfa8uWLYanB4LM5ctS69bSt9+angTAVVA0ACTKmlVasUK6/357fuyYVTZ+/NHMXKacPn1akpQrVy5J0rZt2xQTE6M6deokPqds2bIqWrSoNm/ebGRGIGj16SPNm2d9w5o40fQ0ANwIS+kTY2Ji0nMOeEDCGrFWgcPEmmbMKC1ZIjVrFqr//e/K7yKOH5dq13ZqxYpYVa7stXGMiY+PV+/evXXvvfeqTJkyiomJ0f79+xUREaHMmTPb1iRfvnz6999/r7pO0dHRio6OTnz7xIkTkqx15es1MPD917scn3yisPfft964fFnq1k1xf/2l+KFDPfYxWNPAxLp6Tnh4+HWf43A6nc6UvNiSJUvSPBAA/3HxYqhGjLhHO3fmseVZs17WsGFfq2TJ04Ym844PPvhA27Zt02uvvaY8eay/g40bN2rs2LFasGCB7bn9+/dX+fLl1bFjR7evNXv2bM2dO9clnzVrliIjIz0/PBDAsv35p6q/8IJCL19OzOIiIrTp9dd1pmRJg5MBwaVZs2bXfU6KiwbNz/fFxMRozZo1qlu3bopaJnyf6TU9f946srFpk/0sy5w5nVq5Mla33+71kbyid+/eWrp0qdatW6cSJUok5uvXr1f9+vV15MgR5ciRIzEvVaqUevXqpd69e7t9PXdHNEqXLq2DBw8qd+7c6fZ5wHtMf60GjZMnFXbPPXL89Zctjp00Sc727T36oVjTwMS6ek5K/v5SfOoUi+E/wsPDWa8AY2pNc+SQli+XGjeWNmy4kp886VCDBuFas0aqUsXrY6Ubp9OpXr16acmSJdqwYYNuueUW2+NVq1ZVeHi4Nm3apKioKEnSrl27tHfvXt1///1XXaPw8HBlyZLFbc7XamBhTdNRfLzUubOUrGSoe3eFPf54un1Y1jQwsa7ewcXgAK4pc2bp88+ti8GTOnlSqlNH+u47M3Olhx49emjGjBmaNWuWsmbNqkOHDunQoUO6ePGiJCl79uzq0qWL+vbtq/Xr12vbtm3q3LmzqlWrpnuSb0QCwLNGjLB+85HUPfdIb79tZh4A10XRAHBdkZHS0qVS7dr2/NQpqW7dwLm75IQJE3T69GnVqFFDBQsWTPyT9PqKt99+W40bN1ZUVJSqV6+uAgUKaNGiRQanBoLAihVS8gu98+WT5s+XIiKMjATg+lJ86hSA4BYZKX32mdSsmbR27ZU8oWysXi3dfbex8TwiJZesZcyYUePHj9f48eO9MBEA/fmn1K6dlPTrMzRUmjtXKlzY3FwArosjGgBSLKFs1K1rz0+ftrKtW83MBSBAXbwoRUVZv9FI6o03pBo1TEwEIBUoGgBSJVMma5+NevXs+ZkzVsYG2QA8wumUnn5a2r7dnrdqJfXta2QkAKlD0QCQagllo0EDe55QNtgkG0CaffihNG2aPbv1VmnSJMnhMDMTgFShaAC4IRkzSp9+KjVsaM/PnrXKxtdfm5kLQADYskV65hl7ljWrtGiR9V8AfoGiAeCGJZSNRo3s+blzUv360ldfmZkLgB87ckR6+GEp+UbBU6dKZcsaGQnAjaFoAEiTDBmsXzI+9JA9TygbX35pZi4Afig2VmrdWvr3X3vev7/UsqWZmQDcMIoGgDTLkEFauFBq0sSenz9vnVq1aZOZuQD4mRdflDZssGc1a0qvvmpkHABpQ9EA4BEZMlh7ZzVtas/Pn7dOrdq40cxcAPzEggXSm2/as8KFpTlzpDC2/QL8EUUDgMcklI1mzex5QtlI/otKAJAk/fqr1LmzPQsPt8pHvnxmZgKQZhQNAB4VESHNmyc1b27PL1ywysb69UbGAuCrzp61rr84d86ev/eeVLWqmZkAeARFA4DHJZSN5NduXrxoXTT+xRdm5gLgY5xO60jGb7/Z806dpCefNDISAM+haABIF+Hh1qnVUVH2PKFsrF1rZi4APuStt6w7SSRVubL0/vtsygcEAIoGgHQTHi7Nnm3dEj+pS5esO1StWWNmLgA+YP16acAAe5Yzp3W/7EyZzMwEwKMoGgDSVXi4NGuW9Mgj9jyhbKxebWYuAAbt32/tlxEffyVzOKSZM6USJczNBcCjKBoA0l14uPXzQ+vW9jw62rod7qpVZuYCYEB0tHWY8+hRez50qLXxDoCAQdEA4BVhYdKMGVKbNvY8Otq6He6KFWbmAuBlffpIW7fas4cekgYNMjMPgHRD0QDgNWFh0iefSO3a2fPoaOt2uMuXGxkLgLdMmyZNmGDPSpa0vjGE8CMJEGj4qgbgVWFh1s8ajz5qzy9fllq0kD7/3MxcANLZDz9ITz1lzzJlsi7+zpnTzEwA0hVFA4DXJZSN9u3teULZWLrUzFwA0smJE9a9ri9dsucffSRVqmRmJgDpjqIBwIjQUGnKFKlDB3seE2P9PPLZZ2bmAuBh8fHSY49Jf/1lz3v0sHIAAYuiAcCY0FBp8mSpY0d7HhNj3ZRmyRIzcwHwoOHDXe/2UK2aNGaMmXkAeA1FA4BRoaHSpElS5872PKFsfPqpmbkAeMDnn0vDhtmzfPmk+fOliAgzMwHwGooGAONCQ6WJE6XHH7fnsbHWRn+LFpmZC0Aa/PGH66lRoaHSvHnSTTeZmQmAV1E0APiEkBDp44+lrl3teWystdHfwoVm5gJwAy5csC62OnXKno8aJT34oJGRAHgfRQOAzwgJkT78UOrWzZ4nlI35883MBSAVnE7rNrY//mjPH3nE2qwPQNCgaADwKSEh0gcfSE8+ac/j4qS2ba2zLgD4sAkTrA34krr1VutiLIfDzEwAjKBoAPA5ISHS+++77u0VF2ftKj53rpm5AFzH5s3Ss8/as6xZrbs6ZMliZCQA5lA0APikhLLRvbs9Tygbs2ebmQvAVRw+bN0qLibGnk+bJpUpY2YmAEZRNAD4LIdDGjfO2tcrqYT9v2bNMjMXgGQSLqQ6cMCeDxggtWhhZiYAxlE0APg0h0MaO1bq1cuex8dL7dtLM2eamQtAEi+8IG3caM9q15ZGjDAzDwCfQNEA4PMcDundd6Xeve15fLzUoYPrdacAvGj+fOmtt+xZ4cLW+Y1hYWZmAuATKBoA/ILDIb39tut1pvHxUseO0vTpRsYCgtuvv0qdO9uziAhr45u8ec3MBMBnUDQA+A2HQxozRurb1547nVKnTtY1pwC85MwZ6/qL8+ft+XvvSXffbWYmAD6FogHArzgc0ujR0nPP2XOn0/rF6pQpZuYCgkrCF9yuXfa8c2fpiSfMzATA51A0APgdh0N6802pf3977nRKXbpIkyebmQsIGqNHS4sW2bM77pDGj2dTPgCJKBoA/JLDIb3xhvT88/Y8oWxMnGhmLiDgffGFdZeppHLlsq7LyJTJzEwAfBJFA4Dfcjik1193/ZlHkrp1kz76yPszAQFt3z6pTRvrLgwJHA5rU5vixY2NBcA3UTQA+DWHQ3r1VenFF10fe/JJ6cMPvT8TEJCio62dv48etefDh0v165uZCYBPo2gA8HsOh7Uv2KBBro899ZQ0YYL3ZwICTu/e0jff2LPGjd23fAAQRQNAgHA4rF+svvyy62Pdu0vvv+/9mYCAMXWq6+HBm2+2dssM4UcJAO7x3QFAwEgoG0OGuD7Wo4c0bpz3ZwL83vffW4cGk8qUybrrVI4cRkYC4B8oGgACztCh1p/kevWSxo719jSAHztxQoqKsq7PSOrjj6WKFc3MBMBvUDQABKQhQ6Rhw1zzZ56R3n3X+/MAficuTnr0Uenvv+15r15WDgDXQdEAELAGD5ZeecU1f/ZZ6e23vT4O4F+GD5dWrrRn991nbdYHAClA0QAQ0AYNkkaOdM379pXGjPH+PIBfWLbMKhpJ5c8vzZsnRUSYmQmA36FoAAh4L75o7bWR3HPPSW+95f15AJ/2xx9S+/b2LDTUKhmFCpmZCYBfomgACAoDB1q7iCfXr5/05pvenwfwSRcuSC1bSqdO2fM335SqVzcyEgD/RdEAEDQGDJBGjXLNn3/efQ4EFadTevJJ6aef7Hnr1taFTQCQShQNAEGlf3/3RzAGDHB/xAMIGu+/L82YYc/KlZMmTrQ2qQGAVKJoAAg6/fq5vzZj4ED313IAAe/rr12PWmTNam3KlyWLkZEA+D+KBoCgdLW7Tr30kvu7VAEB69AhqVUrKTbWnk+bJpUubWYmAAGBogEgaPXpI73zjms+aJD7/TeAgBMTY12DceCAPX/hBalFCzMzAQgYFA0AQa13b+m991zzwYNdtxEAAs4LL0ibNtmz2rWlESPMzAMgoFA0AAS9Xr2ksWNd8yFDpKFDvT4O4B3z5rmeP1ikiDR7trVvBgCkEUUDACT17CmNG+eaDxtmFQ6n0/szAelm507p8cftWUSEtHChlDevmZkABByKBgD8p0cP6w6fyQ0fTtlAADlzxtqU7/x5ez5unHTXXWZmAhCQKBoAkMTTT0sffOCav/KK9PLLlA34OadT6tRJ+v13e/7441K3bkZGAhC4KBoAkMyTT0offuiajxxp3f6WsgG/NWqU9Omn9qxKFWn8eDPzAAhoFA0AcOOJJ6SPP3bNX3vN2tiPsgG/s26d9OKL9ixXLmnBAiljRjMzAQhoFA0AuIquXaWJEyWHw56/8YZ1V1DKBvzG3r1SmzZSfPyVzOGw7jBVvLixsQAENooGAFxDly7uy8aoUdKAAZQN+IHoaOnhh6Vjx+z5K69I9eqZmQlAUKBoAMB1PP64NHmya9l4802pf3/KBnzcM89I335rz5o0sc4BBIB0RNEAgBTo1EmaOtW1bLz1lvTcc5QN+KjJk6WPPrJnpUpJ06dLIfwIACB98V0GAFKoQwdp2jTXsvH221KfPpQN+Jht26Tu3e1ZZKS0aJGUI4eRkQAEF4oGAKRC+/bufxn87rvSs89SNuAjjh+XoqKs6zOSmjhRqlDBzEwAgg5FAwBS6bHHpE8+cS0b771nnQ5P2YBRcXFSu3bSP//Y82eekdq2NTMTgKBE0QCAG9CunTRjhmvZGDdO6tWLsgGDhg6VVq+2Z/fdZ929AAC8iKIBADeobVtp1iwpNNSejx8v9ehh37IA8IqlS6URI+xZgQLS/PlSRISZmQAELYoGAKRB69buy8aECZQNeNmePdZFREmFhUnz5kkFC5qZCUBQo2gAQBo98oi1wXLysvHBB9LTT1M24AXnz0stW0qnT9vz0aOlBx4wMxOAoEfRAAAPaNVKmjvX+gVyUh99JD31FGUD6cjplJ54Qtqxw563aWNdAA4AhlA0AMBDoqLcl42PP7Z+DqRsIF2MG2edv5dUuXLW//GSb/oCAF5E0QAAD2rZ0jolPnnZmDRJ6taNsgEP++orqW9fe5Ytm7UpX5YsZmYCgP9QNADAw1q0kBYskMLD7fnkyVKXLtY2B0CaHTpknbMXG2vPp0+XSpc2MxMAJBF2/acAAFKrWTOrbDz8sBQTcyWfOlW6eDH0qu8HpEhMjHUXgoMH7fnAgdb/+QDAB3BEAwDSSdOm0sKFrkc25s61vvVyZAM3bMAA6csv7VmdOtIrr5iZBwDcoGgAQDpq0sQ6Xd7dXmk9e4ZSNpB6c+dKb79tz4oWdX+PZQAwiKIBAOmscWPp009dy8b8+SHq0MH1FHvgqnbutC70SSoiwjpPL08eMzMBwFVQNADACxo1khYvljJksOezZomygZQ5c8a6rdn58/Z8/HjprrvMzAQA10DRAAAvadjQKhsREU5bPnu21L49ZQPXEB8vdewo/f67Pe/a1foDAD6IogEAXtSggTRzpuuFGXPmSI8+StnAVYwaZbXUpKpUkcaONTIOAKQERQMAvKxmTeuIRoYM9iMb8+ZJ7drZb4cLaO1a6aWX7Fnu3NYtzTJmNDMTAKQARQMADJk5M87l58T58ykbSGLvXqltW/uW8g6Hdb5dsWLm5gKAFKBoAIAhNWo4tWyZlCmTPV+wQGrThrIR9C5dkqKipGPH7PmIEVLdumZmAoBUoGgAgEG1a0uff+5aNhYtklq3li5fNjMXfEDv3tJ339mzZs2kF14wMw8ApBJFAwAMq1lTWr5cioy0559+StkIWpMnSx99ZM9KlZKmTZNC+KcbgH/guxUA+IAaNdyXjcWLpVatKBtBZds2qXt3exYZaR3myp7dzEwAcAMoGgDgIx58UFqxQsqc2Z5/9pn08MNSdLSZueBFx49b12UkX+yJE6UKFczMBAA3iKIBAD6kenX3ZWPpUvc/fyKAxMVZtxz75x973ru3decpAPAzFA0ASGLTpk1q0qSJChUqJIfDocXJNklzOp0aPHiwChYsqEyZMqlOnTravXu3R2d44AFp5UopSxZ7/vnnUsuW1s2IEICGDJFWr7Zn998vvfmmmXkAII0oGgCQxPnz51WpUiWNHz/e7eOjRo3Se++9pw8++EBbt25V5syZVb9+fV3y8E//99/vvmwsX07ZCEiffSaNHGnPChSwdnEMDzczEwCkEUUDAJJo2LChRowYoRYtWrg85nQ69c4772jQoEFq1qyZKlasqOnTp+vAgQMuRz484b77pFWrpKxZ7fmKFVKLFpSNgLF7t9S+vT0LC7N2byxY0MxMAOABFA0ASKG//vpLhw4dUp06dRKz7Nmzq2rVqtq8eXO6fMx777XOpsmWzZ6vXGltqXDxYrp8WHjL+fPWxTdnztjzt96yDmsBgB8LS+kTY9ii1uclrBFrFThYU/NiY2MT//73798vScqVK5dtTfLmzasDBw5cdZ2io6MVneQq7hMnTkiy1jUla1ulirR8uUONGoXqzBlHYr56tdS0abwWLoxz2fAP3nVDX6tOp0K7dlXIjh22OL5NG8U99RRbwxvG99/AxLp6TngKTutMcdFYvnx5moaB96xZs8b0CPAw1tScbdu2JX4z/e233yRJ69atU65cuRKfc/DgQTkcjqt+n5w9e7bmzp3rkq9fv16RyTfOuIZBg3Jo6NB7deHClW/ua9eGqHr1Y3rxxW+UIUNcil8L6SM1X6slly1ThTlzbNnpYsX0ZfPmiluxwtOj4Qbx/Tcwsa5p16xZs+s+x+F0Op0peTGan++LiYnRmjVrVLdu3RS1TPg+1tSsiIgIzZ8/P/Gb6Z9//qmyZcvqm2++UeXKlROfV7t2bVWqVEljxoxx+zrujmiULl1aBw8eVO7cuVM103ffOdSwYahOn3bY8lq14rVoUZzLhn/wjtR+rTq++kqhdevKERubmDmzZ1fs5s3WDuAwju+/gYl19RyPHtFgMfxHeHg46xVgWFNzwsLCEv/uS5curQIFCmjTpk266667JElnzpzRN998o+7du191jcLDw5Ul+e2jdGPrWq2atHatVLeudOrUlfyLL0LUokWIli513YMD3pOiNT140NoXI0nJkCTHJ58o/NZb03E63Ai+/wYm1tU7uBgcAJI4d+6ctm/fru3bt0uyLgDfvn279u7dK4fDoWeffVYjRozQZ599ph07dqhDhw4qVKiQmjdv7rUZ77zTKhs5c9rz9eulxo2t64vho2JipNatpUOH7PmgQVKTJmZmAoB0kuIjGgAQDL777jvVrFkz8e2+fftKkjp27KipU6fq+eef1/nz5/XEE0/o1KlTuv/++7Vy5UplzJjRq3NWqWKVjTp1pJMnr+QbNkgPPWRt7seRDR/0/PPSl1/as3r1pKFDjYwDAOmJogEASdSoUUPXunTN4XBo+PDhGj58uBencu+OO6R166yy8d+NrCRJGzdKjRpZZcPNGVswZfZs6Z137FmxYtKsWVJoqJGRACA9ceoUAPix22+3ykaSm2BJkjZtssrGuXNm5kIyP/8sde1qzzJkkBYulFJ5QwAA8BcUDQDwc5UrS1984frz6pdfSg0aSGfPGhkLCU6fllq2lC5csOfvv2+dAwcAAYqiAQABoFIlq2zkyWPPv/rKKhvJN56Gl8THSx07Srt32/Nu3aTHHzczEwB4CUUDAAJExYruy8bXX1M2jHnjDWnJEnt2113S2LFm5gEAL6JoAEAAqVDBus1t3rz2fPNmqX596yweeMmaNdZta5PKk0dasMC6PgMAAhxFAwACTPnyVtnIl8+eb9lC2fCaf/6xNuWLj7+ShYRYd54qWtTcXADgRRQNAAhA5cq5Lxtbt1rbNiTdVRwedumS9PDD0vHj9nzkSOtexAAQJCgaABCgbrvNKhv589vzb76hbKSrXr2k776zZy1aSAMGmJkHAAyhaABAALvtNmu38AIF7Pm330p169p3FUfaOSZPliZOtIelS0tTpkgOh5mhAMAQigYABLiyZa0jG8nLxnffUTY8KceePQrt3dseZs4sLVokZc9uZigAMIiiAQBBoGxZ68hGwYL2fNs267KBEye8M4fT6VSVKlVUr14973zAVNq1a5fCwsL0/vvvp+4djx3TXW+8IUd0tD2fNMm6YAYAghBFAwCCRJkyVtkoVMief/+998rG9OnT9f3332v48OGJ2b///qt33nlH9erVU9GiRRUREaECBQooKipKW7duTdPHmzp1qhwOxzX/1K5dO/H5ZcqUUdu2bTVs2DCdTemW6nFxCu3QQZFHj9rzPn2k1q3TND8A+LMw0wMAALyndGmrbNSsKf3775X8hx+k2rWltWul3LnT52PHx8dr6NCheuCBB3TPPfck5mPHjtUbb7yhm2++WfXq1VPevHm1e/duLV68WIsXL9asWbPU+gZ/YK9cubKGDBni9rEFCxZo586dql+/vi1//vnnNWPGDL333nt66aWXrv9BBg9WyNq19qx6dWuzPgAIYhQNAAgyt9xypWzs338l3779StlIvru4J6xYsUJ///23yw/vd999tzZs2KAHH3zQln/55ZeqXbu2nn76aTVv3lwZbmCTu8qVK6ty5cou+eXLlzVu3DiFhYWpY8eOtscqVKigihUr6uOPP9bAgQMVEnKNg/9LlkivvmrPChaU5s6VwsNTPS8ABBJOnQKAIFSqlFU2ihSx5z/+aJWNY8c8/zGnTJkih8OhqKgoW96yZUuXkiFJDzzwgGrWrKmTJ09qx44dHp1l8eLFOn78uBo3bqz8ye//K+mRRx7RP//8o/Xr11/9RX7/XerQwRY5w8Ksnb+TX3kPAEGIogEAQermm62ykXyj6p9+kmrVkmyXHOzdKw0fLrVvLzVvbv13+HArTwGn06n169erTJkyypkzZ4pnDP/vqEBYmGcPwE/87xa0Xbt2dft4tWrVJEnr1q1z/wLnz0tRUdKZM7Y4fvRo6d57PTcoAPgxTp0CgCBWsqRVNmrUsHeGHTussrHplY3KPvktadkyXQwJ0Y+STsXFKUdoqCpJyjR0qNS4sUL69bOuS7iKX3/9VSdOnFDDhg1TPNvevXu1du1aFSxYUBUqVLjBz9DVP//8o3Xr1qlw4cJq0KCB2+fceeedkqSvvvrK9UGnU+rWTfr5Z1u878EHVeDppxXqsUkBwL9xRAMAglyJElbZKFYsaepU/Z9HK2eLGvpt+Qp1dzpVIC5O98XF6SFJ98XFqUBcnLo7nfptxQrpwQelt96yfgh3Y/9/F4O4O03JnZiYGLVv317R0dF64403FBrquR/fp0yZovj4eHXq1Omqr5stWzZlzJgxcW6b996TZs+2Rc4KFfRj9+5sygcASVA0AACJZaN4cevtvhqj0eqvkZLKx8XqQ0nnkr3POUkfSiofG6uRktSvnzRmjNvXP378uCQpR44c150loQRs2rRJ3bp1U/v27W/gM7r6aydcK/L4449f87m5cuXSseQXq3z5pfV5JpU9u2LnzlXcDVysDgCBjKIBAJBklYwNG6TWBTbqLfXTSEmDJLk/RnGF87/nvSpZP4Rv2uTynEyZMkmSLl26dM3Xio+P1+OPP65Zs2bpscce0wcffJDaT+Oa1q5dq71796pWrVoqUaLENZ978eJFRUZGXgkOHpQeeUSKjbU/ccYM6+p6AIANRQMAkKhYMWli+bf0k8I0KJXvO0jSr2Fhin/rLZfH8ubNK0k6cY1dAePj49W5c2dNmzZNbdu21dSpU699a9kbcL2LwJPOcvr06cS5FRNjlYxDh+xPfPllqXFjj84IAIGCogEAuGLvXkWuW6b3FXv95ybjlPRebKy0dKm0b5/tsXLlyikkJES7du1y+74JJWP69Olq3bq1PvnkE49elyFZp28tWbJEuXLlUosWLa753N27dys+Pv7KRej9+0v/+5/9SfXrS1fZDBAAQNEAACQ1daouhoRo5g2++wxJF0NCpClTbHmOHDlUsWJFfffdd4qPj7c9lnC61PTp09WqVSvNmDEjRSWjRo0acjgc2rBhQ4pm++STT3T58mU99thj1938b+vWrZJk7e8xe7b07rv2JxQvLs2cKXm4DAFAIOH2tgCAK3bv1o9yvfA7pc5J+klStT17XB5r0aKFhgwZoi1btujeJHtNDB8+XNOmTVOWLFlUunRpjRgxwuV9mzdv7rLDd0JhSekeG5MmTZJ0/dOmJGnNmjUKCwtT45tvlpo2tT+YIYO0cKGUO3eKPi4ABCuKBgDgirNndSouLk0vcSouzmUjO8n6Af+VV17RjBkzbEXj77//liSdO3dOI0eOdPuaxYsXtxUNp9OpnTt3qnjx4rrnnnuuO9M333yjn3/+WXffffd19+S4cOGCFi9erMb166vQU09JFy7Yn/D++9Idd1z3YwJAsOPUKQDAFVmzKkcaTwfKERoqZcvmkhcqVEht2rTRnDlzdPbs2cR86tSpcjqd1/zTqVMn22vt3LlTJ06cUP/+/VN0ROPuu++W0+lMPCXqWmbNmqVz586pz8mTUvIjM088IV3ntrgAAAtFAwBwxS23qJKkLDf47lkkVZSuervXESNG6OLFixo7duwNfgTLl19+qfz58193L4zUio2N1auvvqqmZcuq+tdf2x+86y5rsz4AQIpQNAAAV3TqpEzx8Xr0Bt/9MUmZ4uOlzp3dPl6sWDFNmzZNWbNmveERJenpp5/WoUOHlDFjxjS9TnJ79+5Vh3vv1ZjffrM/kCePtGCBdX0GACBFuEYDAHBF0aJS48Z6ZsUKfRQbe93N+pJySOoVGiY91EgqUuSqz3vkkUfSPGZ6KRkSoqErVtjDkBBpzhzr7wYAkGIc0QAA2IT066fbYmP1Sirfb4SksnFxOtzuufQYK/1duiRFRUnJNxV89VWpdm0zMwGAH6NoAADsqleXRo/WS5JGyjpScS2O/573oqT+elPVBlTXfzeS8h9Op9Sjh/T99/a8RQvp+ef/e4pTVapUUb169QwMeH27du1SWFiY3n//fdOjAIAkigYAwJ2+faXRo/WipJ1hYXpKrheIZ5H0lKSfFKYXJT2n0RqjvvrnH+nBB6W//vL20GkwcaI0ebI9K11amjpVclhVa/r06fr+++81fPjwa77UG2+8IYfDIYfDoS1btqRprOLFiye+VvI/NWrUsD23TJkyatu2rYYNG2a7qxcAmMI1GgAAVw6H9Nxz0l13qcxbb2n80qUaHRKiHyWdjotTjtBQVZR14Xd0/Ubq/Ptzmvpn9cR337tXqlFDWr9eKlnS1CeRQt98I/Xsac8yZ5Y+/TTxNr3x8fEaOnSoHnjggWvu2/Hzzz9ryJAhypw5s86fP++R8bJnz65nn33WJS9evLhL9vzzz2vGjBl677339NJLL3nk4wPAjaJoAACurnp1hVSvLu3bp8xTpujePXuszfiyZbNuYdu5szIVKaJRR6Xv60g//XTlXZOWjZtvNvYZXNvRo9LDD0uXL9vzyZOl225LfHPFihX6+++/r/nDe2xsrLp06aLKlSvrlltu0YwZMzwyYo4cOTR06NAUPbdChQqqWLGiPv74Yw0cOFAhIZy4AMAcvgMBAK6vSBFp8GBp+nRp8WLrv4MHJ95dKm9ead06qVIl+7vt22eVjeT73vmEuDipbVtryKT69pWS3RlrypQpcjgcioqKuurLzZ8/X7/88osmT56s0DRuepgWjzzyiP755x+tX7/e2AwAIHFEAwDgIXnyWGWjTh1p+/Yr+f79VtnYsOGq+/iln717ressdu+Wzp6VsmaVbrlF6tRJmjDBGjip6tWl11+3RU6nU+vXr1eZMmWUM2dOtx/mhx9+0IIFCzR06FDdluRIiCdER0dr6tSpOnDggLJly6a77rpLVatWverzq1WrJklat26danO3LAAGUTQAAB6TO7e0dq1Ut670ww9X8n//tS4Q37DB+jk/3W3cqPi33pKWLdPF/64tOfXftSWVJGUaOlRyOu2H9QsVkubNk8LDbS/166+/6sSJE2rYsKHbDxUdHa3OnTurRIkS6tevn8c/lUOHDqlzsg0Q77rrLs2ePVs3uzkn7c4775QkffXVVx6fBQBSg1OnAAAelVA27rjDnh84YJWNXbvS8YM7ndLo0VKNGvptxQp1dzpVIC5O98XF6SFJ98XFqUBcnLo7nbLt/R0aKs2fL+XP7/KS+/fvlyTld/OYJA0ePFh79uxRr169PH7KVOfOnbVu3TodPnxY58+f1w8//KD27dvr22+/Ve3atd3eXSpbtmzKmDFj4twAYApFAwDgcblySWvWSFWq2PODB6WaNdOxbIwZI/Xvr5GSysfG6kNJ55I95ZykDyWVl7X/hySpSRPp3nvdvuTx48clWRdlJ7d582aNHj1aAwcOVLFixTzxGdgMGTJEtWrVUr58+RQZGanKlStr+vTpat++vf755x99/PHHbt8vV65cOnbsmMfnAYDUoGgAANJFQtn470yeRAcPWtds/Pab23e7cRs3Sv36aaSkQZKc13m687/nvSpZF7hv2uT2eZkyZZIkXbp0yZbHxsaqY8eOqlixop7/b1M/b3nyySclXf30qIsXLyoyMtKbIwGAC4oGACDd5MxplY277rLnhw5ZZePXXz33seLfeku/hIVpUCrfb5CkX8PCrGs63MibN68k6cSJE7b83Llz2r17t7Zv367MmTOrefPmioiIkMPh0LRp0yRZF2Y7HA4tXrw4lVNdW548eSTJ7V4d8fHxOn36dOLcAGAKF4MDANJVjhzS6tVS/frW3ngJDh++ss9Gmm/UtHevtGyZ3nNe7ziGK6ek92JjNX7pUutWt//dsjdBuXLlFBISol3JzvfKkCGDunTpIsn64X7fvn0qUqSIQkJCtGnTJu3evVtNmzZV3rx53W6ulxZbt26V5H7Tvt27dys+Pl4VKlTw6McEgNTiiAYAIN0llI3kd2U9csS6ZmPnzjR+gKlTdTEkRDNv8N1nSLoYEiJNmeLyWI4cOVSxYkV99913io+PT8wzZcqkiRMnauLEifrwww/Vs2dPffjhh5o4caLu/e96j4EDB2rixImqXLmy7TVr1Kghh8OhDRs2XHWm3377TRcuXHCbDxgwQJLUrl07l8cTSsiDDz54vU8bANIVRQMA4BXZs0urVkn33GPPE8rGzz+n4cV379aPcr3wO6XOSfpJuurOgi1atNDZs2e1ZcuWG/wIdgmFJSzs6icWzJkzRwUKFFDjxo3Vo0cPPf/882revLkqVqyoQ4cOaeDAgapevbrL+61Zs0ZhYWFq3LixR2YFgBtF0QAAeE1C2fhvT7lER49aZWPHjht84bNndSouLk2znYqLk86ccftY165dFRYWphkzZqTpY0jWBoA7d+5U8eLFdU/y1pVEzZo11bBhQ/3++++aMWOG3n77bW3dulWNGjXSqlWr9Oqrr7q8z4ULF7R48WI1btxYhQoVSvOsAJAWFA0AgFdlyyatXOl6N9ljx6RataSffrqBF82aVTnSuIdFjtBQazg3ChUqpDZt2mjOnDlu965IburUqXI6nW6LxM6dO3XixAn179//mkc0HnzwQc2dO1e///67Tp8+rZiYGB08eFCLFy9WvXr13L7PrFmzdO7cOfXp0+e6MwJAeqNoAAC8LqFs3HefPU8oGz/+mMoXvOUWVZKU5QbnySKpoiSVKnXV54wYMUIXL17U2LFjb/CjWL788kvlz59fjz/+eJpeJ7nY2Fi9+uqratq0qdtTqgDA2ygaAAAjsmaVVqyQ7r/fnh8/LtWuLW3fnooX69RJmeLj9egNzvKYpEzx8VLnzld9TrFixTRt2jRlzZr1Bj+K5emnn9ahQ4eUMWPGNL1Ocnv37lWHDh00ZswYj74uANwoigYAwJiEsvHAA/Y8oWz88EMKX6hoUalxYz0TFiZHKmdwSHomLMzaHTzZrW2Te+SRR9SrV69UfgTvKFmypIYOHaqbb77Z9CgAIImiAQAwLEsWaflyKfndWE+csMrG99+n7HVC+vXTbbGxeiWVH3+EpLJxcQp57rlUvicA4FooGgAA47JkkT7/3NrAL6mTJ6U6daRt21LwIhcvSpJekjRSuu6RDcd/z3tRkuPNNyWuawAAj6JoAAB8QubM0rJl1m1uk0ooG999d413/vtvKcnmdS9K2inpKbleIJ7lv3xnWJhelKTRo6W+fdM8PwDAjqIBAPAZCWWjVi17fuqUVLeu9O23bt7p4kUpKso61yqJMrfdpvEOhw6Fhuqr0FAtl/R1aKgOhYZqvMOhMo0aSRs3Ss89JzlSe2UHAOB6rn4DbwAADIiMlJYulZo1k9auvZInlI3Vq6W77/4vdDqlHj1cL+Ro2VIhCxZI+/cr85QpunfPHmszvmzZrFvYdu583Qu/AQBpQ9EAAPicyEjps8+ssrFmzZX89OkrZaNqVUkffyxNmWJ/5zJlrMzhsMrE4MFenR0AYOHUKQCAT8qUSVqyREq+CfaZM1a2ZdJOKfmtZjNnlhYtuuoO3wAA76FoAAB8VkLZqF/fnp85I9XrVlSbL99hf2DKFOm227w3IADgqigaAACfljGjtHix1KCBPT/rzKp6Wq2vVc0KnntOatXK6/MBANyjaAAAfF7GjNKnn0qNGtnzc8qq+lql/1XuKb3+upnhAABuUTQAAH4hY0ZpUcclekjLbPk5ZVWD39/V/7ZwfxMA8CUUDQCAf9i1Sxm6ttdCRamxltoeOn8hRA0aSF9+aWg2AIALigYAwPedOye1bCmdPasMuqyFilJTLbE95fx5qWFDaw8+AIB5FA0AgG9zOqUuXaRffkmMIhSj+e0Wq1kzp+2p589b13Fs2ODlGQEALigaAADf9vbb0rx59qxSJUV8PF7z5jnUooX9oQsXrLKxfr33RgQAuKJoAAB818aN0vPP27McOaSFC6XISEVESHPnWmdVJXXxovTQQ9IXX3htUgBAMhQNAIBv+vdf6ZFHpLg4ez5jhnTzzYlvhodLc+ZIUVH2pyWUjbVrvTArAMAFRQMA4HsuX7Y23ztyxJ4PGWK1h2TCw6XZs13367t0SWrSRFqzJh1nBQC4RdEAAPie556TNm+2Zw0bSoMHX/VdwsOlmTOtgyBJXbokNW0qrV6dDnMCAK6KogEA8C0zZkjjxtmzEiWsPOTa/2wllI02bex5QtlYtcrDswIAroqiAQDwHT/+KD3xhD3LmNG6+DtXrhS9RFiY9MknUtu29jw6WmrWTFq50kOzAgCuiaIBAPANJ09at4+6eNGef/CBdPvtqXqpsDBp+nSpXTt7nlA2li9P46wAgOuiaAAAzIuPlzp0kP78054//bTUseMNvWRC2XjsMXt++bLUooX0+ec3OCsAIEUoGgAA80aOlJYts2dVq1qb9aVBaKg0darUvr09TygbyT8kAMBzKBoAALNWrLBuW5tU3rzSggVShgxpfvnQUGnKFOuASVIxMdaZWkuXpvlDAADcoGgAAMz56y/p0Uclp/NKFhJibfdduLDHPkxoqDR5stSpkz2PibE2+luyxGMfCgDwH4oGAMCMixetn/JPnrTnb7wh1azp8Q8XGipNmiR17mzPY2Kkhx+WFi/2+IcEgKBG0QAAeJ/TKXXvLv3wgz2PirI260snISHSxIlSly72PDbW2lX800/T7UMDQNChaAAAvO+jj6yrtJMqW9a6mMLhSNcPHRJiffiuXe15bKy1q/jChen64QEgaFA0AADetXWr1KuXPcuSRVq0SMqa1SsjhIRIH37oujdgbKzUurV1HToAIG0oGgAA7zlyxLogIibGnk+ZIt16q1dHCQmRJkyQnnzSnsfFSW3aSPPne3UcAAg4FA0AgHfExlo/we/fb8/79bPKhwEhIdL771v7AiYVFye1bWvd/AoAcGMoGgAA73jpJWn9entWo4b02mtGxkkQEiKNH29dm55UXJzUrp00Z46ZuQDA31E0AADpb9EiadQoe3bTTdZP8WFhZmZKwuGQxo2Teva05/Hx1jYfs2aZmQsA/BlFAwCQvn77TerY0Z6Fh1tXXOfPb2YmNxwO6b33pGeesefx8VL79tLMmWbmAgB/RdEAAKSfs2elli2lc+fs+bvvSvfcY2ama3A4pHfekXr3tufx8VKHDtKMGUbGAgC/RNEAAKQPp1N6/HHp11/tefv20lNPmZkpBRwO6e23pT597HlC2Zg+3cxcAOBvKBoAgPQxZozrhhSVKkkffJDum/KllcMhvfWW1LevPXc6pU6dXPcaBAC4omgAADxvwwZpwAB7liOHdVF4ZKSJiVLN4ZBGj7buvptUwoGaKVPMzAUA/oKiAQDwrH//tbbXjou7kjkc1tXUJUuam+sGOBzWzbKef96eO51Sly7S5Mlm5gIAf0DRAIAbMH78eBUvXlwZM2ZU1apV9c0335geyTdcvmxtvnfkiD0fMkRq1MjMTGnkcEivv+56gCahbEycaGYuAPB1FA0ASKW5c+eqb9++GjJkiL7//ntVqlRJ9evX15HkP1wHoz59pC1b7FmjRtLLL5uZx0McDmtfwYEDXR/r1k2aONG3rzkBABMoGgCQSmPGjFG3bt3UuXNn3Xbbbfrggw8UGRmpycF+Hs306dL779uzkiWte8KG+P8/Nw6HNHKk9OKLro917x6mVauKeX8oAPBh/v+dHwC86PLly9q2bZvq1KmTmIWEhKhOnTravHmzwckM275devJJe5Yxo7RwoZQzp5GR0oPDIY0YIQ0a5PrYhAmV9dFH/LMKAAnCUvIkp9OpEydOpPcsSKOYmBhduHBBx48fV3h4uOlx4AGsqe85ePCg4uLilDFjRh0/fjwxz5o1q37++WdbliA6OlqXL19OfPvkyZOSFDjfV0+dUliLFnJcumSLY0ePlrNIEcnN34m/691bunQpRKNHh9rynj2l8+fj1KVLvKHJ4Cl8/w1MrKvnhIeHK2vWrHJc43blDqfT6bzeC505c0bZs2f36HAAAAAA/Nfp06eVLVu2qz6eoqLBEQ3/cPLkSVWoUEE7duxQzgA6VSGYsaa+5/LlyypcuLCmTJmihx56KDHv3r27Tp8+rZkzZ7q8T/IjGvv27VP16tX1/fffq2jRol6ZO72EjBql0FGjbFl8lSqKW7pUiogwNJV3jRoVolGjQl3y116LU7duHNnwV3z/DUysq+ek5IhGik6dcjgcyp07t8cGQ/q5dOmScubMyXoFENbU99x555369ttv1aFDB0lSfHy8vvrqK/Xs2TNV6+T367p8ufTmm/YsXz5p8WKpYEEjI5nwxhtSSMgFvf66fSPCgQOlTJms06zgn/j+G5hYV+/hqjUASKW+ffvq448/1rRp0/Trr7/q6aef1vnz59W5c2fTo3nPn39Kjz5qbSaRIDRUmjtXKlzY3FyG9Ot3UZLrFeLPPiu98463pwEA30DRAIBUat26tUaPHq3BgwercuXK2r59u1auXKn8+fObHs07LlyQoqKkU6fs+RtvSDVqmJjIR4zUSy9dcEn79JHeftvAOABgWIpOnYJ/yJAhg1q3bq0MGTKYHgUewpr6rp49e6pnz5439L4R/127EOGP1zA4ndLTT1u3s02qVSupb18jI/mChK/VF16IV+bMrntt9O0rxcdLzz1nZj6kHt9/AxPr6l0c0QggGTJkUNu2bfniCSCsaWBKWE+/XNcPPrA25kvq1lulSZOsTSaCVNKv1YEDpddfd31Ov36ul7TAd/H9NzCxrt5F0QAApMyWLa5XNmfNKi1aZP0XiQYMkJLdjEuS9Pzz7nMACEQUDQDA9R0+LD38sBQTY8+nTpXKljUykq/r39/9EYwBA9wf8QCAQEPRAABcW2ys1KaN9O+/9vz556WWLc3M5Cf69ZPeess1HzhQevVV788DAN5E0QAAXNvAgdKGDfasZk1p5Egj4/ibvn2lMWNc85de4q8QQGCjaASIkSNHqnr16nrkkUeUN29et8/Zu3evHnroIUVGRipfvnzq37+/YmNjvTwpblTx4sXlcDhsf17n/Au/M378eN1+++2SpHr16umbb74xPNF1LFggjR5tzwoXlubMkcK4ceHQoUPlcDgUERGh5s2bKyIiQmXdnErWp4/7/TQGDZJeeSX958TVbdq0SU2aNFGhQoXkcDi0ePFi2+NOp1ODBw9WwYIFlSlTJtWpU0e7d+82MyxS7Hrr2qVLF5d/Uxs0aGBm2ABG0QgQly9fVlRU1FW/SOLi4vTQQw/p8uXL+vrrrzVt2jRNnTpVgwcP9vKkSIvhw4fr4MGDiX969epleiSkwty5c9W3b1/1799fklSuXDnVr19fR44cMTzZVfz6q5R8E8KICKt85MtnZiYfVK5cOe3du1dTpkzR3r179b///c/t83r3lt591zUfPFgaNiydh8RVnT9/XpUqVdL48ePdPj569Gi99957+uCDD7R161ZlzpxZ9evX16VLl7w8KVLjeusqSQ0aNLD9mzp79mwvThgc+HVUgBg2bJhiYmK0d+9et4+vXr1av/zyi9auXav8+fOrcuXKeuWVVzRgwAANHTrUP+/nH4SyZs2qAgUKmB4DN2jMmDHq1q2b2rVrp2eeeUZvvfWW1q1bp8mTJ+uFF14wPZ7d2bPW9Rfnztnz996TqlY1M5OPCgsLU4ECBZQzZ04VKFBA4eHhV33uM89IISFS8t8RDB1qbVEydGi6jgo3GjZsqIYNG7p9zOl0auzYsRo0aJCaNWsmSZo+fbry58+vxYsXq02bNt4cFalwrXVNkCFDBv5NTWcc0QgSmzdvVoUKFWw7F9evX19nzpzRzp07DU6G1Hj99deVO3du3X777XrzzTc59c2PXL58Wdu2bVOdOnUSs5CQENWpU0ebN282OJkbTqd1JOO33+x5p07SE08YGcmX7d69W8WKFdOTTz6pDh06XPUXPgl69pTGjXPNhw2Thgyx/vrhGw4fPqxDhw7Zvm6zZ8+uqlWr+t7XLVJtw4YNypcvn8qUKaOnn35ax48fNz1SwOGIRpA4dOiQrWRISnz70KFDJkZCKj3zzDO64447lCtXLn399dcaOHCgDh48qDHurjKFzzl27Jji4uLcfh3+lvwHetPeektauNCeVa4svf9+UG/K507VqlU1depUlSxZUkuXLtWqVav0wAMP6Oeff1bWa+wt0qOHdWSje3d7Pny4tYP48OH8VfuCU6dOSZLbr1v+7fRv9erV08MPP6wSJUrojz/+0IsvvqiGDRtq8+bNCg0NNT1ewOCIhg974YUXXC5USv7H535AQapcb40jIiK0f/9+SVLfvn1Vo0YNVaxYUU899ZTeeustjR07VtHR0YY/CwSU9eutjR6SypnT2pQvUyYzM/mwhg0bqlWrVqpYsaJuv/12ffbZZzp16pTmzZt33fd9+mlpwgTXfMQI6eWXObIBpKfWrVuradOmqlChgpo3b65ly5bp22+/1Ybkd9hDmnBEw4c999xz6tSp0zWfU7JkyRS9VoECBVzubnP48OHEx2DG9dY4JiZGu3btcvtY1apVFRsbq7///ltlypRJpwnhKXny5FFoaKgOHz6s0qVLJ+aHDx/2na/B/ful1q2tX6kncDikmTOlEiXMzeVHcuTIodKlS2vPnj0pev5TT1lHNp580p6PHGktw8iRHNkwKUeOHJKsr9OCBQsm5ocPH1blypXNDIV0UbJkSeXJk0d79uxR7dq1TY8TMCgaPixv3rxXvVVtalWrVk0jR47UkSNHlO+/u8WsWbNG2bJl02233eaRj4HUu94ax8TE6M8//3T72Pbt2xUSEpK4nvBtERERqlKlitatW6cHHnhAkhQfH69169apZ8+ehqeTFB1t7fx99Kg9HzpUus4Flbji3Llz+uOPP9S+ffsUv88TT1hlo1s3e/7aa1bZeO01yoYp+fPnV4ECBbRu3brEYnHmzBlt3bpVTz/9tNnh4FH79+/X8ePHbYUSaUfRCBB79+7V4cOHE88D3759uySpVKlSypIli+rVq6fbbrtN7du316hRo3To0CENGjRIPXr0UIYMGcwOj+vasmWLtm3bppo1aypr1qzavHmz+vTpo8cee0w5c+Y0PR5SqG/fvurYsWPiEah+/frp/Pnz6pz8FrIm9Okjbd1qzx56yNroAVfVr1+/xHv1//bbbxo7dqxCQ0PVtm3bVL1O165WmejWzX7K1BtvWGXjjTcoG+nl3LlztiNQf/31l7Zv366sWbPK4XCoV69eGjFihG655RaVKFFCL7/8sgoVKqTmzZubGxrXda11vXjxol544QW1atVKBQoU0B9//KHnn39epUqVUv369Q1OHYCcCAgdO3Z0SnL5s379+sTn/P33386GDRs6M2XK5MyTJ4/zueeec8bExJgbGtd1+fJl5+LFi51bt251Vq1a1Zk9e3ZnxowZnbfeeqvz1VdfdV66dMn0iEilsWPHOgsXLuyU5LzjjjucW7ZsMT2S0zl1qtNp/Xx75U/Jkk7niROmJ/N5rVu3dhYsWNAZERHhzJ07t7NVq1bOPXv23PDrTZrkdDocrsvRr5/TGR/vwcGRaP369W7//Wzfvr1z8eLFzujoaOfLL7/szJ8/vzNDhgzO2rVrO3ft2mV6bFzHtdZ17ty5zrp16zrz5s3rDA8PdxYrVszZrVs356FDh0yPHXAcTieXmwWKmJgYLV++XI0aNbrmfdzhP1jTwHT8+HHlyZNHx44dU+7cuc0O88MP0r33Skk3H8uUSdq8WapUydxcfsaTX6tTp0qPP+56MXjfvtYm7RzZ8A6+/wYm1tW7uOsUAASrEyekqCh7yZCkjz6iZBjUqZM0ZYproRgzxiob/HoQgL+gaABAMIqPlx59VPrrL3ves6f02GNmZkKijh2ladNcy8Y771iX01A2APgDigYABKPhw6WVK+1ZtWrWZn3wCe3bS9OnW3ekSurdd6XevSkbAHwfRQMAgs3nn0vDhtmzfPmk+fOliAgzM8Gtxx6TPvnEtWyMHSs98wxlA4Bvo2gAQDD54w/XU6NCQ6V586SbbjIzE66pXTtpxgzXsjFunHWmG2UDgK+iaABAsLhwwbr4+9Qpez5qlPTgg0ZGQsq0bSvNmmV1wqTef1/q0cO+mTsA+AqKBgAEA6dTevJJ6ccf7fkjj1hXF8PntW7tvmxMmCB1707ZAOB7KBoAEAwmTLDOv0nq1lulSZPYmMGPPPKINHu2a9n48EPp6acpGwB8C0UDAALd5s3Ss8/as6xZpU8/lbJkMTISblyrVtLcuVJYmD3/6CProBVlA4CvoGgAQCA7fFh6+GEpJsaeT5smlSljZiakWVSU+7IxcaL0xBOUDQC+gaIBAIEqNtY6sf/AAXs+YIDUooWZmeAxLVtaNwtLXjYmTZK6dqVsADCPogEAgeqFF6SNG+1ZrVrSiBFm5oHHtWghLVgghYfb8ylTpC5dpLg4M3MBgETRAIDANH++6y7fhQtLc+a4/gocfq1ZM/dlY+pU6fHHKRsAzKFoAECg+eUXqXNnexYRIS1cKOXNa2YmpKumTa3lTV42pk+3/q9A2QBgAkUDAALJmTPWyfvnz9vzsWOlu+82MxO8okkTadEiq1Mm9cknUseOlA0A3kfRAIBA4XRav77etcued+4sdetmZiZ4VePG1l2Lk5eNmTOlDh2s+wMAgLdQNAAgULz5pvUr7aTuuEMaP55N+YJIo0bS4sVShgz2fNYsygYA76JoAEAg+OILaeBAe5Yrl3XifqZMZmaCMQ0bui8bs2dL7dtTNgB4B0UDAPzdvn3WfhlJN05wOKxfYRcvbmwsmNWggfTZZ1LGjPZ8zhzp0UcpGwDSH0UDAPxZdLS18/exY/Z8+HCpfn0zM8Fn1KvnvmzMmye1a+e6YTwAeBJFAwD8We/e0jff2LMmTaQXXzQzD3xO3brS0qWuZWP+fKltW8oGgPRD0QAAfzV1qvThh/bs5putzRNC+PaOK+rUkZYtc71cZ+FCqU0bygaA9MG/RADgj77/XnrqKXuWKZN116kcOYyMBN9Wu7b7srFokXWJz+XLZuYCELgoGgDgb44fl6KirOszkvr4Y6liRTMzwS/UqiUtXy5FRtrzTz+VHnmEsgHAsygaAOBP4uKsWwb9/bc979nTyoHrqFHDfdlYskRq1YqyAcBzKBoA4E+GDZNWrbJn994rvfWWmXnglx58UFqxQsqc2Z5/9pl1E7PkB8sA4EZQNADAXyxbJr3yij3Ln9+6fVBEhJmZ4LeqV3dfNpYupWwA8AyKBgD4gz17pMces2ehodaGCIUKmZkJfu+BB6SVK6UsWez5smVSy5bSpUtm5gIQGCgaAODrLlywfuo7fdqejx5t/VoaSIP773dfNpYvp2wASBuKBgD4MqdTevJJaccOe966tbVZH+AB991nXfqTNas9X7FCatGCsgHgxlA0AMCXjR8vzZhhz8qVkyZOlBwOMzMhIN17r7R6tZQtmz1fuVJq3pyyASD1KBoA4Ku+/lrq08eeZc1q7bCW/DwXwAPuucd92Vi1SmrWTLp40cxcAPwTRQMAfNGhQ9amBrGx9nz6dKl0aTMzIShUrSqtWSNlz27PV6+Wmja1LhkCgJSgaACAr4mJsa7BOHDAng8caJ3DAqSzu+92XzbWrqVsAEg5igYA+JoXXpA2bbJndeq47qEBpKO77rKKRY4c9nzdOqlJE8oGgOujaACAL5k7Vxozxp4VLSrNnm3tmwF40Z13WmUjZ057/sUXUuPG0vnzZuYC4B8oGgDgK3bulLp0sWcREdKCBVKePGZmQtCrUsV92Vi/nrIB4NooGgDgC06ftnZHS/5T2/jx1jksgEF33GGdMpUrlz3fsEFq1Eg6d87IWAB8HEUDAExzOqVOnaTff7fnXbpIXbsaGQlI7vbb3ZeNTZsoGwDco2gAgGmjRkmLF9uzKlWkceOMjANcTeXK1vUZuXPb8y+/lBo2lM6eNTIWAB9F0QAAk9atk1580Z7lyiUtXChlzGhmJuAaKlWyykbyy4b+9z/KBgA7igYAmLJvn9SmjRQffyVzOKw7TBUrZm4u4DoqVnRfNr76SmrQQDpzxsxcAHwLRQMADAl9/HHp2DF7+MorUr16ZgYCUqFCBevOU3nz2vOvv6ZsALBQNADAkJAffrAHTZtau38DfqJ8eats5MtnzzdvlurXt26mBiB4UTQAwMscM2e6hqVKSdOmSSF8W4Z/KVfOKhv589vzLVsoG0Cw4180APCm779XaP/+9iwyUlq0SMqRw8hIQFrddpv7srF1q3Um4KlTRsYCYBhFAwC85fhxqWVLOS5ftucTJ1onvAN+7NZbrQ38ChSw5998I9WtK508aWQsAAZRNADAG+LipEcflf75x54/84zUtq2ZmQAPK1vWKhsFC9rz776jbADBiKIBAN4wbJi0apUtir/7bmn0aEMDAemjTBmrbBQqZM+3bZPq1JFOnDAyFgADKBoAkN6WLrVuW5tM3OTJUni4gYGA9FW6tPuy8f33lA0gmFA0ACA97dkjtW9vi5yhodb/SH4yOxBAbrnFKhs33WTPf/hBql3bumQJQGCjaABAerlwQWrZ0uX+nvHDhxsaCPCuhLJRuLA9377dKhvJ96sEEFgoGgCQHpxO6YknpB077Hnbtop/4gkzMwEGlCpllY0iRez5jz9SNoBAR9EAgPQwfryUfGO+8uWljz+WHA4zMwGG3HyzVTaKFrXnP/0k1aolHT1qZCwA6YyiAQCe9vXXUp8+9ixbNmtTvsyZzcwEGFaypPuysWOHVTaOHDEyFoB0RNEAAE86dEh6+GEpNtaeT59unbAOBLESJayyUayYPf/5Z8oGEIgoGgDgKTExUuvW0sGD9vzFF6VmzczMBPiYhLJRvLg937lTqllTOnzYxFQA0gNFAwA8ZcAAadMme1a3rsRdpgCb4sWtslGihD3/5RerbBw6ZGIqAJ5G0QAAT5g7V3r7bXtWtKg0a5aUsG8GgETFirkvG7/+apWN5AcGAfgfigYApNXOnVKXLvYsQwZp4UIpTx4zMwF+oGhRaeNG60LxpH77jbIBBAKKBgCkxenT1qZ858/b83HjpDvvNDMT4EeKFLGObNx8sz3ftUuqUUM6cMDEVAA8gaIBADfK6ZQ6dZJ+/92ed+1q/QGQIgllo1Qpe/7771bZ+PdfE1MBSCuKBgDcqFGjpMWL7dmdd0pjxxoZB/BnhQtbZSP5XaB377ZOo6JsAP6HogEAN2LdOuu2tUnlzi0tWCBlzGhmJsDP3XSTtH69VLq0Pd+92zqysX+/kbEA3CCKBgCk1t69Ups2Unz8lczhkGbPdt2JDECqJJSNMmXs+Z49VtnYt8/IWABuAEUDAFLj0iVr5+9jx+z5iBHWnhkA0qxQIatslC1rz//4wyobe/caGQtAKlE0ACA1eveWvv3WnjVtKr3wgpl5gABVsKD7svHnn1bZ+OcfI2MBSAWKBgCk1OTJ0kcf2bNSpaRp06QQvp0CnlaggHWB+G232fO//rLKxt9/GxgKQIrxLyMApMS2bVL37vYsMlL69FMpRw4jIwHBIH9+6YsvpHLl7Pnff1M2AF9H0QCA6zl+XIqKkqKj7fnEiVL58mZmAoJIQtlI/uX2zz9W2fjrLyNjAbgOigYAXEtcnNSunesJ4b17S23bmpkJCEL58lllo0IFe55QNv7808hYAK6BogEA1zJ0qLR6tT27/37pzTeNjAMEs7x5rS1sKla053v3WmXjjz+MjAXgKigaAHA1n31m3bY2qQIFpHnzpPBwMzMBQS6hbFSqZM/37bPKxp49RsYC4AZFAwD+M3LkSN17772KjIzUHVmzSu3b258QFqbD48bpoa5dFRkZqXz58ql///6KjY01MzAQpPLkscpG5cr2fP9+ygbgSygaAPCfy5cvq1WrVurdtas+uXBBOnPG9nj8m2+qztChunz5sr7++mtNmzZNU6dO1eDBgw1NDASv3LmltWul22+35//+Kz34oLR7t5m5AFxB0QCA/wwbNkx9nn1WXb/9VuXi4+0PtmunVaVL65dfftGMGTNUuXJlNWzYUK+88orGjx+vy5cvmxkaCGJXKxsHDlhl4/ffzcwFwELRAICkxo7VzVu22LPy5aWPPtLmLVtUoUIF5c+fP/Gh+vXr68yZM9q5c6eXBwUgSblyWWWjShV7fvCgdRrVrl1GxgIgKSylT4yJiUnPOeABCWvEWgUO1tS7HF99pdDnnpMjSebMlk2xc+dKERE6cOCA8uXLZ1uPXLlySZL279+v8lfZUyM6OlrRSfbgOHHihCRrXVnbwMDXqllZs0rLl0uNGoVq27Yrv0O1yoZTq1fHqmzZ1L0maxqYWFfPCU/BTVEcTqfTmZIXW7JkSZoHAgBvmz59uhYtWnTN54wbN06FCxdW+YkTdfOyZbbHtr74og7dfbckafz48Tp69KiGDh2a+Hh0dLRat26tl19+WVWS/0r1P7Nnz9bcuXNd8lmzZikyMjKVnxGAqzl3LkzDht2r3btz2vIcOS7plVe+UpEi5wxNBgSeZs2aXfc5KS4aND/fFxMTozVr1qhu3bopapnwfaxp2h09elTHjx+/5nNKliypiIgIyelUyNixcjz/vELi4xX3wguKHz488XlDhw7VsmXL9N133yVmf/31l8qUKaOtW7fq9uQniv/H3RGN0qVL6+DBg8qdO3caP0P4Ar5WfcepU9JDD4Xq22/tZ4fnz+/UqlWxuu22lL0OaxqYWFfPScnfX4pPnWIx/Ed4eDjrFWBY0xtXqFAhFSpUKOXv8NxzWn78uM6MHq02I0YoNDQ08aH7779fr7/+uk6ePKl8+fJJkjZs2KBs2bKpUqVKV12j8PBwZcmSxW3OugYW1tS8vHmlNWuk+vWlrVuv5IcPO1SvXri++EIqVy7lr8eaBibW1Tu4GBwA/rN3715t375d32XMqG4ZMmj7jh3avn27zp2zTreoV6+ebrvtNrVv314//vijVq1apUGDBqlHjx7KkCGD4ekBJMieXVq1SrrnHnt+5IhUs6b0889m5gKCDUUDAP4zePBg3X777RoyZIjOnTun22+/XbfffnviqVKhoaFatmyZQkNDVa1aNT322GPq0KGDhic5vQqAb0goG9Wq2fOjR6VataQdO8zMBQSTFJ86BQCBburUqZo6deo1n1OsWDEtX77cOwMBSJNs2aSVK6WGDaWvv76SJ5SNdeukihXNzQcEOo5oAACAgJVQNu67z54fO2aVjR9/NDMXEAwoGgAAIKBlzSqtWCHdf789P37cKhvbtxsZCwh4FA0AABDwEsrGAw/Y8xMnpNq1pR9+MDMXEMgoGgAAIChkyWLtIF69uj1PKBvff29mLiBQUTQAAEDQSCgbNWrY85MnpTp1pG3bjIwFBCSKBgAACCqZM0vLlll7aiSVUDb+u6M1gDSiaAAAgKCTUDZq1bLnp04llA2HkbmAQELRAAAAQSkyUlq61Lo+I6nTp6WGDUP1++85jMwFBAqKBgAACFoJZaNuXXt++rRDQ4feq2++4cgGcKMoGgAAIKhlyiQtWSLVq2fPL1wIV8OGodqyxcxcgL+jaAAAgKCXKZO0eLFUv749P3vWoXr1pM2bjYwF+DWKBgAAgK6UjQYN7PnZs9bRjq++MjIW4LcoGgAAAP/JmFH69FOpYcN4W37unFVA/vc/Q4MBfoiiAQAAkETGjNK8eXG6885DtjyhbHz5paHBAD9D0QAAAEgmQwZpwIBv1aiR/cjG+fNSw4bSpk2GBgP8CEUDAADAjfDweM2dG6emTe15QtnYuNHMXIC/oGgAAABcRYYM0vz5UrNm9vzCBalRI2nDBiNjAX6BogEAAHANERHSvHlS8+b2PKFsfPGFkbEAn0fRAAAAuI6EstGypT2/eFFq3Fhat87MXIAvo2gAAACkQHi4NGeOFBVlzxPKxtq1ZuYCfBVFAwAAIIXCw6XZs6WHH7bnly5JTZpIa9aYmQvwRRQNAACAVAgPl2bNkh55xJ4nlI1Vq8zMBfgaigYAAEAqhYdLM2dKrVvb8+ho6w5VK1eamQvwJRQNAACAGxAWJs2YIbVpY8+jo607VK1YYWQswGdQNAAAAG5QWJj0ySdSu3b2PKFsLF9uZCzAJ1A0AAAA0iAsTJo+XXr0UXt++bLUooW0bJmZuQDTKBoAAABpFBoqTZsmtW9vzy9ftvbeWLrUzFyASRQNAAAADwgNlaZMkTp0sOcxMdbeG599ZmYuwBSKBgAAgIeEhkqTJ0udOtnzmBhr740lS4yMBRhB0QAAAPCg0FBp4kSpc2d7nlA2Pv3UzFyAt1E0AAAAPCyhbHTpYs9jY62N/hYtMjMX4E0UDQAAgHQQEiJ99JHUtas9TygbCxeamQvwFooGAABAOgkJkT78UHriCXseF2ftKj5/vpm5AG+gaAAAAKSjkBBpwgTpySfteVyc1LatNG+embmA9EbRAAAASGchIdL770tPP23P4+KsXcXnzjUzF5CeKBoAAABeEBIijR8vde9uzxPKxuzZZuYC0gtFAwAAwEscDmncOKlnT3seHy899pg0a5aZuYD0QNEAAADwIodDeu896Zln7Hl8vNS+vTRjhpm5AE+jaAAAAHiZwyG9847Uu7c9j4+XOnSQPvnEyFiAR1E0AAAADHA4pLfflp591p47nVLHjtK0aUbGAjyGogEAAGCIwyGNGSP17WvPnU6pc2dp6lQjYwEeQdEAAAAwyOGQRo+W+vWz506n9Pjj0uTJZuYC0oqiAQAAYJjDIY0aJfXvb8+dTqlrV2nSJDNzAWlB0QAAAPABDof0xhvSgAH2PKFsfPyxmbmAG0XRAAAA8BEOh/Taa9LAga6PPfGE9NFH3p8JuFEUDQAAAB/icEgjR0ovvuj62JNPSh9+6P2ZgBtB0QAAAPAxDoc0YoQ0aJDrY089JU2Y4P2ZgNSiaAAAAPggh0MaPlwaPNj1se7dpfff9/5MQGpQNAAAAHyUwyENGyYNGeL6WI8e0rhx3p8JSCmKBgAAgI8bOtT6k1yvXtLYsd6eBkgZigYAAIAfGDLEOpUquWeekd591/vzANdD0QAAAPATL78svfKKa/7ss9I773h7GuDaKBoAAAB+ZNAg6/a3yfXpI739tvfnAa6GogEAAOBnXnzR2tgvub59pbfe8v48gDsUDQAAAD/0wgvS66+75v36SW++6f15gOQoGgAAAH5qwABp1CjX/Pnn3eeAN1E0AAAA/Fj//tLo0a75gAHuj3gA3kLRAAAA8HPPPef+2oyBA6VXX/X+PIBE0QAAAAgIffu6v+vUSy+5v0sVkN4oGgAAAAHiavtpDBrkfv8NID1RNAAAAAJI797Se++55oMHu99ZHEgvFA0AAIAA06uXNG6caz5kiDR0qNfHQZCiaAAAAASgHj2k8eNd82HDrMLhdHp/JgQXigYAAECA6t5dmjDBNR8+nLKB9EfRAAAACGBPPSV98IFr/sor0ssvUzaQfigaAAAAAe7JJ6WPPnLNR4607khF2UB6oGgAAAAEgW7dpI8/ds1ffVV68UXKBjyPogEAABAkunaVJk2SHA57/vrr0gsvUDbgWRQNAACAIPL44+7LxqhR0oABlA14DkUDAAAgyHTuLE2Z4lo23nxT6t+fsgHPoGgAAAAEoY4dpalTXcvGW29J/fpRNpB2FA0AAIAg1aGDNH26FJLsJ8IxY6S+fSkbSBuKBgAAQBB77DH3ZeOdd6Rnn6Vs4MZRNAAAAILco49Kn3ziWjbee0/q3ZuygRtD0QAAAIDatZNmznQtG2PHSr16UTaQehQNAAAASJLatJFmzZJCQ+35+PFSz56UDaQORQMAAACJWrd2Xzbef1/q0UOKjzczF/wPRQMAAAA2jzwizZnjWjYmTJC6d6dsIGUoGgAAAHDx8MPS3LlSWJg9//BD6amnKBu4PooGAAAA3IqKcl82Pv5YevJJygaujaIBAACAq2rZUpo/37VsTJwodetG2cDVUTQAAABwTc2bSwsWSOHh9nzyZKlrV8oG3KNoAAAA4LqaNXNfNqZMkbp0keLizMwF30XRAAAAQIo0bSotWiRFRNjzqVOlxx+nbMCOogEAAIAUa9zYfdmYPl3q3JmygSsoGgAAAEiVhx6SPv3UtWx88onUsSNlAxaKBgAAAFKtUSNpyRIpQwZ7PnOm1KGDFBtrZi74DooGAAAAbkiDBu7LxqxZUvv2lI1gR9EAAADADatfX/rsMyljRns+Z4702GOUjWBG0QAASX///be6dOmiEiVKKFOmTLr55ps1ZMgQXb582fa8n376SQ888IAyZsyoIkWKaNSoUYYmBgDfUa+e+7Ixd67Urp0UE2NmLpgVdv2nAEDg++233xQfH68PP/xQpUqV0s8//6xu3brp/PnzGj16tCTpzJkzqlevnurUqaMPPvhAO3bs0OOPP64cOXLoiSeeMPwZAIBZdetKS5dKTZpIly5dyefPl5xO63Sq5HtwILBRNABAUoMGDdSgQYPEt0uWLKldu3ZpwoQJiUVj5syZunz5siZPnqyIiAiVK1dO27dv15gxYygaACCpTh1p2TKrbFy8eCVfsMAqG7NnUzaCCadOAcBVnD59Wrly5Up8e/PmzapevboiktzPsX79+tq1a5dOnjxpYkQA8Dm1a1tlI1Mme75wodS6tZTsjFQEsBQf0Yjh5Dqfl7BGrFXgYE3N2bNnj8aOHas33ngj8e//4MGDKl68uG09EorIvn37lCVLFrevFR0drejo6MS3T5w4IclaV9Y2MPC1GnhY07R54AHps88catYsVBcuOBLzTz+VWrWK16xZcS57cHgD6+o54Sk4NOVwOp3OlLzYkiVL0jwQAHjb9OnTtWjRoms+Z9y4cSpcuHDi28ePH9dLL72k8uXLq2fPnon5kCFDlD9/fnXv3j0x27dvn3r16qWxY8eqSJEibl9/9uzZmjt3rks+a9YsRUZGpvZTAgC/8fPPufXKK/coOtr+u+277z6o/v2/VXh4in4MhQ9q1qzZdZ+T4qJB8/N9MTExWrNmjerWrZuilgnfx5qm3dGjR3X8+PFrPqdkyZKJp0MdOHBAderUUdWqVTVp0iSFhFw5w7Rz5846c+aMFi5cmJht2LBB9erV0+HDh5UzZ063r+/uiEbp0qV18OBB5c6dOy2fHnwEX6uBhzX1nC+/dKhp01CdP++w5Q89FK85c+Jc9uBIT6yr56Tk7y/Fp06xGP4jPDyc9QowrOmNK1SokAoVKpSi5/7777+qW7eu7rzzTk2bNk2hoaG2x++77z699NJLkq58T1y/fr3KlCmjfPnyXfV1w8PD3Z5WxboGHtY08LCmaVerlrRihdSwoXT+/JX8889D1LZtiBYscN3wL72xrt7BxeAAIKtk1KhRQ0WLFtXo0aN19OhRHTp0SIcOHUp8Trt27RQREaEuXbpo586dmjt3rt5991317dvX4OQA4PseeEBauVJK/juXZcukqCgpyUFfBBBubwsAktasWaM9e/Zoz549tus1JCnhDNPs2bNr9erV6tGjh6pUqaI8efJo8ODB3NoWAFLg/vutstGggXTu3JX888+lli2tu1Il3/AP/o0jGgAgqVOnTnI6nW7/JFWxYkV9+eWXunTpkvbv368BAwYYmhgA/M9990mrVklZs9rz5culFi3sG/3B/1E0AAAA4DX33uu+bKxcKTVvTtkIJBQNAAAAeFW1atLq1VK2bPZ81SqpaVP7ruLwXxQNAAAAeN0997gvG2vWWGXjwgUzc8FzKBoAAAAwompVq1hkz27P166lbAQCigYAAACMuftu92Vj3TqpSRPKhj+jaAAAAMCou+6yjmLkyGHPv/hCatzYvtEf/AdFAwAAAMbdeadVNnLmtOfr11M2/BVFAwAAAD6hShX3ZWPDBqlRI/tGf/B9FA0AAAD4jDvusK7PyJXLnm/aRNnwNxQNAAAA+JTbb3dfNr78UmrYUDp71sxcSB2KBgAAAHxO5crWxeC5c9vz//2PsuEvKBoAAADwSZUqWWUjTx57/tVXUoMG0pkzZuZCylA0AAAA4LMqVrTuPJU3rz3/+mupfn3p9Gkzc+H6KBoAAADwaeXLW0c2kpeNLVsoG76MogEAAACfV768dWQjXz57vnWrVK+edOqUkbFwDRQNAAAA+IVy5ayykT+/Pf/mG8qGL6JoAAAAwG/cdpv7svHtt1LdutLJk2bmgiuKBgAAAPzKrbdau4UXKGDPv/uOsuFLKBoAAADwO2XLWmWjYEF7vm2bVKeOdOKEkbGQBEUDAAAAfqlMGatsFCpkz7//nrLhCygaAAAA8FulS1tl46ab7PkPP0i1a0vHjxsZC6JoAAAAwM/dcotVNgoXtufbt1tl49gxE1OBogEAAAC/V6qU+7Lx44+UDVMoGgAAAAgIN99slY0iRez5Tz9JtWpJR48aGStoUTQAAAAQMBLKRtGi9nzHDqlevTCdOhVhZK5gRNEAAABAQClZ0iobxYrZ8507HRo8+D4dOWJkrKBD0QAAAEDAKVHCfdnYuzeb6tYN0+HDRsYKKhQNAAAABKTixaWNG63/JvXrrw7VrCkdOmRiquBB0QAAAEDAKlbMKhslStjzX3+VataUDh40M1cwoGgAAAAgoBUtap1GVbKk05b/9htlIz1RNAAAABDwihaV1qyJVYEC52z5rl1SjRrSgQNm5gpkFA0AAAAEhSJFpBEjvlKpUvYjG7//bpWNf/81M1egomgAAAAgaOTJc0lr1sTqllvs+e7dVtnYv9/IWAGJogEAAICgctNN0vr1UunS9nzPHqts7NtnZKyAQ9EAAABA0Lla2fjjD8qGp1A0AAAAEJQKFbLuRlWmjD3/80+rbOzda2KqwEHRAAAAQNAqWNAqG2XL2vOEsvHPPyamCgwUDQAAAAS1AgWssnHbbfb8r7+ssvH33waGCgAUDQAAAAS9/PmlL75wLRt//03ZuFEUDQAAAEBW2Vi/XipXzp7/84/04IPWEQ6kHEUDAAAA+E++fFbZqFDBnu/da5WNP/80M5c/omgAAAAASeTNK61b51o29u2zysYff5iZy99QNAAAAIBk8ua1rtmoWNGe799vXbOxZ4+RsfwKRQMAAABwI08eq2xUrmzPE8rG7t0mpvIfFA0AAADgKnLnltaulW6/3Z7/+69VNn7/3chYfoGiAQAAAFzD1crGgQNW2di1y8hYPo+iAQAAAFxHrlxW2ahSxZ4fPCjVrEnZcIeiAQAAAKRArlzSmjXSnXfa84MHrSMbv/1mZCyfRdEAAAAAUihnTqts3HWXPT90yCobv/5qZCyfRNEAAAAAUiFHDmn1aunuu+354cNW2fjlFxNT+R6KBgAAAJBKCWWjalV7fuSIdc3Gzp1GxvIpFA0AAADgBmTPLq1aJd1zjz1PKBs//2xmLl9B0QAAAABuUELZqFbNnh89KtWqJe3YYWYuX0DRAAAAANIgWzarbNx7rz1PKBs//WRmLtMoGgAAAEAaZc0qrVwp3XefPT92zCobP/5oZi6TKBoAAACAB2TNKq1YIT3wgD0/flyqXVvavt3IWMZQNAAAAAAPyZpVWr5cql7dnieUjR9+MDOXCRQNAAAAwIOyZJE+/1x68EF7fuKEVTa+/97MXN5G0QAAAAA8LKFs1Khhz0+elOrUkbZtMzKWV1E0AAAAgHSQObNVNmrWtOcJZeO778zM5S0UDQAAACCdREZKy5ZZd55K6tQpqW5d6dtvjYzlFRQNAAAAIB1FRkpLl1pHMZJKKBvffGNkrHRH0QAAAADSWWSk9NlnVrFI6vRpK9u61cxc6YmiAQAAAHhBpkzSkiVSvXr2/MwZK9uyxcxc6YWiAQAAAHhJQtlo0MCeJ5SNzZvNzJUeKBoAAACAF2XMKH36qdSwoT0/e9YqG19/bWYuT6NoAAAAAF6WMaO0aJHUqJE9P3dOql9f+uorM3N5EkUDAAAAMCChbDz0kD1PKBtffmlmLk+haAAAAACGZMggLVwoNWliz8+ft06t2rTJzFyeQNEAAAAADMqQQZo/X2ra1J6fP2+dWrVxo5m50oqiAQAAABiWUDaaNbPnCWVjwwYjY6UJRQMAAADwARER0rx5UosW9vzCBatsrF9vZq4bRdEAAAAAfEREhDR3rtSypT2/eNG6aPyLL8zMdSMoGgAAAIAPCQ+X5syRoqLseULZWLvWzFypRdEAAAAAfEx4uDR7ttSqlT13OKTQUDMzpRZFAwAAAPBB4eHSzJnSI49Yb2fKJC1bJtWsaXaulAozPQAAAAAA9xLKRmSk9NhjUq1apidKOYoGAAAA4MPCwqQpU0xPkXqcOgUAAADA4ygaAAAAADyOogEAAADA4ygaAAAAADyOogEAAADA4ygaAAAAADyOogEAAADA4ygaAAAAADyOogEAAADA4ygaAAAAADyOogEAAADA4ygaAPCfpk2bqmjRosqYMaMKFiyo9u3b68CBA7bn/PTTT3rggQeUMWNGFSlSRKNGjTI0LQAAvo2iAQD/qVmzpubNm6ddu3Zp4cKF+uOPP/Twww8nPn7mzBnVq1dPxYoV07Zt2/Tmm29q6NCh+uijjwxODQCAbwozPQAA+Io+ffok/u9ixYrphRdeUPPmzRUTE6Pw8HDNnDlTly9f1uTJkxUREaFy5cpp+/btGjNmjJ544gmDkwMA4Hs4ogEAbpw4cUIzZ87Uvffeq/DwcEnS5s2bVb16dUVERCQ+r379+tq1a5dOnjxpalQAAHxSio9oxMTEpOcc8ICENWKtAgdr6n0DBw7UhAkTdOHCBVWtWlWLFy9O/Ps/ePCgihcvbluPXLlySZL27dunLFmyuH3N6OhoRUdHJ7594sQJSda6sraBga/VwMOaBibW1XMSfgl3LQ6n0+lMyYstWbIkzQMBgLdNnz5dixYtuuZzxo0bp8KFC0uyrsM4e/asjh49qrlz5yoyMlKDBg2Sw+HQkCFDlD9/fnXv3j3xffft26devXpp7NixKlKkiNvXnz17tubOneuSz5o1S5GRkWn47AAAMKNZs2bXfU6KiwbNz/fFxMRozZo1qlu3bopaJnwfa5p2R48e1fHjx6/5nJIlS9pOh0qwf/9+lSxZUps2bdI999yjzp0768yZM1q4cGHiczZs2KB69erp8OHDypkzp9vXd3dEo3Tp0jp48KBy5859g58ZfAlfq4GHNQ1MrKvnpOTvL8WnTrEY/iM8PJz1CjCs6Y0rVKiQChUqdEPvGxoaKkmKi4tTeHi47rvvPr300kuSrnxPXL9+vcqUKaN8+fJd9XXCw8PdnlbFugYe1jTwsKaBiXX1Di4GBwBJW7du1bhx47R9+3b9888/+uKLL9T2/+3doa0iURiG4Q8DCQlMEQgUY1BoqrjY6QA8PVAGhgIQJIQa0NQAFDDbwCZr/nvZzT6PHvHZN5NzztdXZrNZVqtVkmSz2WQ4HKbrutzv9xyPxxwOh2y32w+vB4C/j9AASDIej3M6nbJerzOfz9N1Xdq2zfV6zWg0SpI0TZP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AgCYhBQDQJKQAAJqEFABAk5ACAGgSUgAATUIKAKBJSAEANAkpAIAmIQUA0CSkAACahBQAQNPe1AOch81mk5OTk6xWq6lHOTfr9TpJFruj/eZv6Tvab/6WvuPS90tOd9zf3590BidSAABNizyROjw8TJIcHR1NO8g5uv4KY6k72m/+lr6j/eZv6Tsufb9kN07btnIiVVXvr6pRVbdu43oAAHNw5pCqqtuTvCHJj84+DgDAfGzjROqjSR5KMrZwLQCA2ThTSFXV/Ul+MsZ4YkvzAADMxvO+2byqvpbk5Te46eEkH0ryxv/PA1XVA0keSJI77rjjBYwIALCbnjekxhivv9H3q+pVSV6R5ImqSpILSR6vqrvHGD+/wXUuJ7mcJJcuXfJrQABg9toffzDG+M8kf3X966r6QZJLY4xfbmEuAICd5wM5AQCatvaBnGOMi9u6FgDAHDiRAgBoElIAAE1CCgCgSUgBADQJKQCAJiEFANAkpAAAmoQUAECTkAIAaBJSAABNQgoAoElIAQA0CSkAgCYhBQDQJKQAAJqEFABAk5ACAGgSUgAATUIKAKBJSAEANAkpAIAmIQUA0CSkAACahBQAQJOQAgBoElIAAE1CCgCgSUgBADQJKQCAJiEFANAkpAAAmoQUAECTkAIAaBJSAABNQgoAoElIAQA0CSkAgCYhBQDQJKQAAJqEFABAk5ACAGgSUgAATUIKAKBpb+oBzsNms8nJyUlWq9XUo5yb9XqdJIvd0X7zt/Qd7Td/S99x6fslpzvu7+9POsMiQ+rg4GDqEc7d1P/inDf7zd/Sd7Tf/C19x6Xvl5zuOPXP/EWG1NWrV6ceAQC4CXiPFABAk5ACAGgSUgAATUIKAKBJSAEANAkpAIAmIQUA0CSkAACahBQAQJOQAgBoElIAAE1CCgCgSUgBADQJKQCAJiEFANAkpAAAmoQUAECTkAIAaBJSAABNQgoAoElIAQA0CSkAgCYhBQDQVGOMF/9Bq46T/PBFf+D5ujXJL6cegt/jOdlNnpfd4znZTZ6XF+avxxgHN7phkpDihamqK2OMS1PPwe94TnaT52X3eE52k+dle/xqDwCgSUgBADQJqXm4PPUA/BHPyW7yvOwez8lu8rxsifdIAQA0OZECAGgSUjNTVe+vqlFVt049y82uqj5cVd+pqm9X1eer6mVTz3Szqqp7q+q7VbWpqg9MPQ9JVd1eVV+vqqeq6smqenDqmThVVbdU1dWq+uLUsyyBkJqRqro9yRuS/GjqWUiSPJrklWOMVyf5XpIPTjzPTamqbknyiSRvSnJnkrdX1Z3TTkWSZ5K8b4zxt0n+Lsk/eF52xoNJnpp6iKUQUvPy0SQPJfHGth0wxvjqGOOZa19+I8mFKee5id2dZDPG+P4Y4zdJPpPkrRPPdNMbY/xsjPH4tT//Oqc/uG+bdiqq6kKStyT51NSzLIWQmomquj/JT8YYT0w9Czf07iRfnnqIm9RtSX78rK+fjh/YO6WqLia5K8k3p52EJB/L6Qvy3049yFLsTT0Av1NVX0vy8hvc9HCSDyV544s7Ec/1nIwxvnDtPg/n9NcYj7yYs/F/6gbfc2q7I6pqP8lnk7x3jPGrqee5mVXVfUl+McZ4rKpWU8+zFEJqh4wxXn+j71fVq5K8IskTVZWc/grp8aq6e4zx8xdxxJvOn3pOrquqdyW5L8nrhs8SmcrTSW5/1tcXkvx0oll4lqp6SU4j6pExxuemnofck+T+qnpzkr9I8pdV9ekxxjsmnmvWfI7UDFXVD5JcGmP4CycnVFX3JvlIkteMMY6nnudmVVV7OX2z/+uS/CTJt5L8/RjjyUkHu8nV6au+f0ny32OM9049D7/v2onU+8cY9009y9x5jxT0fTzJS5M8WlXrqvrk1APdjK694f89Sb6S0zc0/6uI2gn3JHlnktde++9jfe0kBBbFiRQAQJMTKQCAJiEFANAkpAAAmoQUAECTkAIAaBJSAABNQgoAoElIAQA0/S/cXFR8xp/1KgAAAABJRU5ErkJggg==", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -251,8 +276,8 @@ "Let $A$ and $B$ be two bases in $\\mathbb{R}^3$\n", " \n", "$$\n", - "A=\\left\\{\\left[\\matrix{2\\cr 1}\\right],\\ \\left[\\matrix{1\\cr 1}\\right]\\right\\}\\\\\n", - "B=\\left\\{\\left[\\matrix{3\\cr 2}\\right],\\ \\left[\\matrix{0\\cr -1}\\right]\\right\\}\\\\\n", + "A = \\left\\{ \\begin{bmatrix} 2 \\\\ 1 \\end{bmatrix}, \\ \\begin{bmatrix} 1 \\\\ 1 \\end{bmatrix} \\right\\} \\\\\n", + "B = \\left\\{ \\begin{bmatrix} 3 \\\\ 2 \\end{bmatrix}, \\ \\begin{bmatrix} 0 \\\\ -1 \\end{bmatrix} \\right\\}\n", "$$\n", "\n", "If we want to use basis $A$ to represent $B$, we can construct an augmented matrix like we did before.\n", @@ -270,12 +295,11 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/latex": [ "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 1 & 1\\\\0 & 1 & 1 & -2\\end{matrix}\\right], \\ \\left( 0, \\ 1\\right)\\right)$" ], @@ -285,7 +309,7 @@ "⎝⎣0 1 1 -2⎦ ⎠" ] }, - "execution_count": 35, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -351,19 +375,17 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -416,7 +438,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.12.4" }, "toc": { "base_numbering": 1, diff --git a/notebooks/Chapter 12 - Eigenvalues and Eigenvectors.ipynb b/notebooks/Chapter 12 - Eigenvalues and Eigenvectors.ipynb index 580f3f2..2fd37f3 100644 --- a/notebooks/Chapter 12 - Eigenvalues and Eigenvectors.ipynb +++ b/notebooks/Chapter 12 - Eigenvalues and Eigenvectors.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 39, "metadata": {}, "outputs": [], "source": [ @@ -16,7 +16,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 40, "metadata": {}, "outputs": [], "source": [ @@ -35,7 +35,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "An eigenvector of an $n \\times n$ matrix $A$ is a nonzero vector $x$ such that $Ax = \\lambda x$ for some scalar $\\lambda$. A scalar $\\lambda$ is called an eigenvalue of $A$ if there is a nontrivial solution $x$ of $Ax = \\lambda x$, such an $x$ is called an eigenvector corresponding to $\\lambda$. " + "An _eigenvector_ of an $n \\times n$ matrix $A$ is a nonzero vector $x$ such that $Ax = \\lambda x$ for some scalar $\\lambda$. A scalar $\\lambda$ is called an _eigenvalue_ of $A$ if there is a nontrivial solution $x$ of $Ax = \\lambda x$, such an $x$ is called an eigenvector corresponding to $\\lambda$. " ] }, { @@ -53,7 +53,7 @@ "1. The column or rows of $(A-\\lambda I)$ are linearly dependent\n", "2. $(A-\\lambda I)$ is not full rank, $Rank(A)characteristic equation." + "4. $\\text{det}(A-\\lambda I)=0$, which is called _characteristic equation_." ] }, { @@ -63,7 +63,11 @@ "Consider a matrix $A$\n", "\n", "$$\n", - "A=\\left[\\matrix{1 & 0 & 0\\cr 1 & 0 & 1\\cr 2 & -2 & 3}\\right]\n", + "A = \\begin{bmatrix} \n", + "1 & 0 & 0 \\\\ \n", + "1 & 0 & 1 \\\\ \n", + "2 & -2 & 3 \n", + "\\end{bmatrix}\n", "$$\n", "\n", "Set up the characteristic equation," @@ -75,10 +79,19 @@ "source": [ "$$\n", "\\text{det}\\left(\n", - "\\left[\\matrix{1 & 0 & 0\\cr 1 & 0 & 1\\cr 2 & -2 & 3}\\right]-\n", + "\\begin{bmatrix}\n", + "1 & 0 & 0 \\\\\n", + "1 & 0 & 1 \\\\\n", + "2 & -2 & 3\n", + "\\end{bmatrix}\n", + "-\n", "\\lambda\n", - "\\left[\\matrix{1 & 0 & 0\\cr 0 & 1 & 0\\cr 0 & 0 & 1}\\right]\n", - "\\right)=0\n", + "\\begin{bmatrix}\n", + "1 & 0 & 0 \\\\\n", + "0 & 1 & 0 \\\\\n", + "0 & 0 & 1\n", + "\\end{bmatrix}\n", + "\\right) = 0\n", "$$" ] }, @@ -91,7 +104,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 41, "metadata": {}, "outputs": [], "source": [ @@ -107,12 +120,12 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 42, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+ "image/png": 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", "text/latex": [ "$\\displaystyle \\operatorname{PurePoly}{\\left( \\lambda^{3} - 4 \\lambda^{2} + 5 \\lambda - 2, \\lambda, domain=\\mathbb{Z} \\right)}$" ], @@ -120,7 +133,7 @@ "PurePoly(lamda**3 - 4*lamda**2 + 5*lamda - 2, lamda, domain='ZZ')" ] }, - "execution_count": 4, + "execution_count": 42, "metadata": {}, "output_type": "execute_result" } @@ -139,12 +152,12 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 43, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+ "image/png": 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", "text/latex": [ "$\\displaystyle \\operatorname{PurePoly}{\\left( \\lambda^{3} - 4 \\lambda^{2} + 5 \\lambda - 2, \\lambda, domain=\\mathbb{Z} \\right)}$" ], @@ -152,7 +165,7 @@ "PurePoly(lamda**3 - 4*lamda**2 + 5*lamda - 2, lamda, domain='ZZ')" ] }, - "execution_count": 5, + "execution_count": 43, "metadata": {}, "output_type": "execute_result" } @@ -170,12 +183,12 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 44, "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAADoAAAAUCAYAAADcHS5uAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAABJ0AAASdAHeZh94AAACG0lEQVR4nOXXTYhPYRTH8Y+XhY1SFGUhVhbethbCRklpvO28rpWIUqIzRykbpBQLNbOxtBKxMSM7pRQJWSBFTCxoFt7G4t6/uab/jHv9p9E/v7o9z33uc87zfO95uvecaSMjI/4HTf/XG5gqzWx1MnMdBirPnkbE0qneUCfKzHl4Xx2LiGlUQCu6g0EMjXGyHWuxCisxG1ciYuek73h0zbnYgk1YjoX4gofoQ19E/KiYDCPL/l4saj1oBzoYEb1txo8rAD/jNaYi2jtwEW8Up+0V5mMrLmNjZu6IiBGIiGH08uuETgg6ng4pAJ8rIjsw8fRJ0TNsxvVq5DLzGO5hmwL66p8c1QaNiF9gmTnR1ElTRNweZ/xtZl7CKaxTA7Sbv7pfy/ZbncldCZqZM7G7vL1Zx6YrQXEay3AjIm7VMeg60Mw8gMN4gl117boKNDP34zweY31EfKhr2zWgmXkQF/BIAfm2iX1XgGbmUZzDAwXku6Y+miQMjZWZ/diDfRHR/5c+TuAk7mNDk+NaVW3QzOxBT3m7oGxXlzAwFBFHxpi1Tkytf12bNfcoIL/jLg60SVZe1HmJTSK6ShGdqpaUF7zEWNDl+ITrDdapanHZzsDBcebcQf+fHDVJAXuVCXMdZeYcrMCZiPhY166TNSdSO9DIzNB5PbpGkaad7cBHI7WrR1uqgr4wWssxph5tqoi4hlmd+PgLVevR3/QTQgmhuincrR4AAAAASUVORK5CYII=\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAADoAAAAUCAYAAADcHS5uAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/TGe4hAAAACXBIWXMAABJ0AAASdAHeZh94AAACG0lEQVR4nOXXTYhPYRTH8Y+XhY1SFGUhVhbethbCRklpvO287iWilOjMUcoGyYKFmtlYWonYmJGdUoqELJAiJhY0C29jce/fXNN/xr3+0+ifX92e5z73Oed5vvc83XvOtJGREf+Dpv/rDUyVZrY6mbkOA5VnTyNi6VRvqBNl5jy8r45FxDQqoBXdwSCGxjjZjrVYhZWYjSsRsXPSdzy65lxswSYsx0J8wUP0oS8iflRMhpFlfy8WtR60Ax2MiN4248cVgJ/xGlMR7R24iDeK0/YK87EVl7ExM3dExAhExDB6+XVCJwQdT4cUgM8VkR2YePqk6Bk243o1cpl5DPewTQF99U+OaoNGxC+wzJxo6qQpIm6PM/42My/hFNapAdrNX92vZfutzuSuBM3Mmdhd3t6sY9OVoDiNZbgREbfqGHQdaGYewGE8wa66dl0Fmpn7cR6PsT4iPtS17RrQzDyIC3ikgHzbxL4rQDPzKM7hgQLyXVMfTRKGxsrMfuzBvojo/0sfJ3AS97GhyXGtqjZoZvagp7xdULarSxgYiogjY8xaJ6bWv67NmnsUkN9xFwfaJCsv6rzEJhFdpYhOVUvKC15iLOhyfML1ButUtbhsZ+DgOHPuoP9PjpqkgL3KhLmOMnMOVuBMRHysa9fJmhOpHWhkZui8Hl2jSNPOduCjkdrVoy1VQV8YreUYU482VURcw6xOfPyFqvXob/oJQvKhugENZXUAAAAASUVORK5CYII=", "text/latex": [ "$\\displaystyle \\left[ 1, \\ 2\\right]$" ], @@ -183,7 +196,7 @@ "[1, 2]" ] }, - "execution_count": 6, + "execution_count": 44, "metadata": {}, "output_type": "execute_result" } @@ -201,12 +214,12 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 45, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+ "image/png": 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"text/latex": [ "$\\displaystyle \\left\\{ 1 : 2, \\ 2 : 1\\right\\}$" ], @@ -214,13 +227,13 @@ "{1: 2, 2: 1}" ] }, - "execution_count": 9, + "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "sy.matrices.matrices.MatrixEigen.eigenvals(A)" + "A.eigenvals()" ] }, { @@ -232,7 +245,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 46, "metadata": {}, "outputs": [ { @@ -248,7 +261,7 @@ "⎝⎣0 0 0 0⎦ ⎠" ] }, - "execution_count": 10, + "execution_count": 46, "metadata": {}, "output_type": "execute_result" } @@ -291,14 +304,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "This is called eigenspace for $\\lambda = 1$, which is a subspace in $\\mathbb{R}^3$. All eigenvectors are inside the eigenspace.\n", + "This is called _eigenspace_ for $\\lambda = 1$, which is a subspace in $\\mathbb{R}^3$. All eigenvectors are inside the eigenspace.\n", "\n", "We can proceed with $\\lambda = 2$ as well." ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 47, "metadata": {}, "outputs": [ { @@ -314,7 +327,7 @@ "⎝⎣0 0 0 0⎦ ⎠" ] }, - "execution_count": 11, + "execution_count": 47, "metadata": {}, "output_type": "execute_result" } @@ -357,7 +370,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 48, "metadata": {}, "outputs": [ { @@ -373,14 +386,13 @@ "⎣⎝ ⎣⎣0⎦ ⎣1 ⎦⎦⎠ ⎝ ⎣⎣ 1 ⎦⎦⎠⎦" ] }, - "execution_count": 13, + "execution_count": 48, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "eig = sy.matrices.matrices.MatrixEigen.eigenvects(A)\n", - "eig" + "eig = A.eigenvects(); eig" ] }, { @@ -392,7 +404,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 49, "metadata": {}, "outputs": [ { @@ -415,7 +427,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 50, "metadata": {}, "outputs": [ { @@ -449,7 +461,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 51, "metadata": {}, "outputs": [ { @@ -460,7 +472,7 @@ " [ 2., -2., 3.]])" ] }, - "execution_count": 16, + "execution_count": 51, "metadata": {}, "output_type": "execute_result" } @@ -478,7 +490,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 52, "metadata": {}, "outputs": [ { @@ -487,7 +499,7 @@ "array([2., 1., 1.])" ] }, - "execution_count": 17, + "execution_count": 52, "metadata": {}, "output_type": "execute_result" } @@ -498,19 +510,18 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 53, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(array([2., 1., 1.]),\n", - " array([[ 0. , 0. , 0.408],\n", - " [ 0.447, 0.707, -0.408],\n", - " [ 0.894, 0.707, -0.816]]))" + "EigResult(eigenvalues=array([2., 1., 1.]), eigenvectors=array([[ 0. , 0. , 0.408],\n", + " [ 0.447, 0.707, -0.408],\n", + " [ 0.894, 0.707, -0.816]]))" ] }, - "execution_count": 18, + "execution_count": 53, "metadata": {}, "output_type": "execute_result" } @@ -535,7 +546,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 54, "metadata": {}, "outputs": [ { @@ -555,7 +566,7 @@ "⎣18 12 -60 24 5 ⎦" ] }, - "execution_count": 19, + "execution_count": 54, "metadata": {}, "output_type": "execute_result" } @@ -578,12 +589,12 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 55, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/latex": [ "$\\displaystyle \\left\\{ 2 : 2, \\ 3 : 1, \\ \\frac{5}{2} - \\frac{\\sqrt{1473}}{2} : 1, \\ \\frac{5}{2} + \\frac{\\sqrt{1473}}{2} : 1\\right\\}$" ], @@ -593,13 +604,13 @@ "⎩ 2 2 2 2 ⎭" ] }, - "execution_count": 21, + "execution_count": 55, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "eig = sy.matrices.matrices.MatrixEigen.eigenvals(A)\n", + "eig = A.eigenvals()\n", "eig" ] }, @@ -612,7 +623,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 56, "metadata": {}, "outputs": [ { @@ -621,7 +632,7 @@ "array([ 21.69, -16.69, 3. , 2. , 2. ])" ] }, - "execution_count": 22, + "execution_count": 56, "metadata": {}, "output_type": "execute_result" } @@ -642,20 +653,20 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 57, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([[ 0.124, 0.224, -0. , 0.395, -0.524],\n", - " [-0.886, 0.543, -0.894, 0.009, 0.443],\n", - " [-0.124, -0.224, 0. , -0. , 0. ],\n", - " [-0.216, -0.392, 0.447, -0.404, 0.081],\n", - " [-0.371, -0.672, -0. , 0.825, 0.723]])" + "array([[-0.124, -0.224, 0. , -0.039, 0.611],\n", + " [ 0.886, -0.543, -0.894, -0.216, -0.149],\n", + " [ 0.124, 0.224, 0. , 0. , -0. ],\n", + " [ 0.216, 0.392, 0.447, 0.255, -0.462],\n", + " [ 0.371, 0.672, -0. , -0.942, 0.625]])" ] }, - "execution_count": 23, + "execution_count": 57, "metadata": {}, "output_type": "execute_result" } @@ -716,7 +727,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 58, "metadata": {}, "outputs": [], "source": [ @@ -727,7 +738,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 59, "metadata": {}, "outputs": [ { @@ -741,7 +752,7 @@ "⎣ 5 2 - λ⎦" ] }, - "execution_count": 25, + "execution_count": 59, "metadata": {}, "output_type": "execute_result" } @@ -752,12 +763,12 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 60, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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0y0+Rs6gmNzdzYgEueXTDVdw2+O+3HLeZ3hKTgpvreA8N6a646p2GR/HfHQAz+0DSabiUfT5uX/8YHr0wDx/37xJtdAQ249fJ01Du/BRrN6L59hB9MhS//LYJF27+Hb/zsdFiYc/m4ci98T0fSfarA53jbMfw5KPxvZVm2z4E9zk9mpLXkhCCaY2fzzgfv+V6Kh42/TxwaUj/lcZmlqjvpAR+NM7zsh4R60p66GQ1MQU//O/D985mYGaKQBFhhZkNin+Q1Bo3+8y12LtN9Sd/K4S2P8Nwh5mlhsll1BuBh851MbOk06eOjzCCnXgjLkxUEh65U9qto3lD0ndxU3h3M2uIMKr/zzoqR7SJJpZYbwIeNjayWME6PnLojj9lML5YwWbSbh3NFMF8NwKYFWfsUJfcy4KkjrgttStuO59rZv0L10ptpwdufhpnRZ4iqKOOOupIItx5+Ap+C3pNPK/O3MuApIH4RaU3cSfTxVHcdh111FFHc0CduddRRx11fATxf5OanZIfYtbeAAAAAElFTkSuQmCC", "text/latex": [ "$\\displaystyle \\operatorname{PurePoly}{\\left( \\lambda^{2} - 3 \\lambda - 28, \\lambda, domain=\\mathbb{Z} \\right)}$" ], @@ -765,7 +776,7 @@ "PurePoly(lamda**2 - 3*lamda - 28, lamda, domain='ZZ')" ] }, - "execution_count": 26, + "execution_count": 60, "metadata": {}, "output_type": "execute_result" } @@ -776,12 +787,12 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 61, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/latex": [ "$\\displaystyle \\operatorname{PurePoly}{\\left( \\lambda^{2} - 3 \\lambda - 28, \\lambda, domain=\\mathbb{Z} \\right)}$" ], @@ -789,7 +800,7 @@ "PurePoly(lamda**2 - 3*lamda - 28, lamda, domain='ZZ')" ] }, - "execution_count": 27, + "execution_count": 61, "metadata": {}, "output_type": "execute_result" } @@ -807,7 +818,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 62, "metadata": {}, "outputs": [ { @@ -821,7 +832,7 @@ "⎝⎣0 0 0⎦ ⎠" ] }, - "execution_count": 28, + "execution_count": 62, "metadata": {}, "output_type": "execute_result" } @@ -861,7 +872,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 63, "metadata": {}, "outputs": [ { @@ -875,7 +886,7 @@ "⎝⎣0 0 0⎦ ⎠" ] }, - "execution_count": 29, + "execution_count": 63, "metadata": {}, "output_type": "execute_result" } @@ -915,14 +926,14 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 70, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ - "
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" ] }, "metadata": {}, @@ -930,46 +941,48 @@ } ], "source": [ - "fig, ax = plt.subplots(figsize = (12, 12))\n", - "arrows = np.array([ [[0,0,1,1]],\n", - " [[0,0,-6/5,1]],\n", - " [[0,0,7,7]],\n", - " [[0,0,24/5,-4]] ])\n", - "colors = ['darkorange','skyblue','r','b']\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib as mpl\n", + "\n", + "fig, ax = plt.subplots(figsize=(12, 12))\n", + "arrows = np.array([ [[0, 0, 1, 1]],\n", + " [[0, 0, -6/5, 1]],\n", + " [[0, 0, 7, 7]],\n", + " [[0, 0, 24/5, -4]] ])\n", + "colors = ['darkorange', 'skyblue', 'r', 'b']\n", + "\n", "for i in range(arrows.shape[0]):\n", - " X,Y,U,V = zip(*arrows[i,:,:])\n", - " ax.arrow(X[0], Y[0], U[0],V[0], color = colors[i], width = .08, \n", - " length_includes_head = True,\n", - " head_width = .3, # default: 3*width\n", - " head_length = .6,\n", - " overhang = .4, zorder = -i)\n", + " X, Y, U, V = zip(*arrows[i, :, :])\n", + " ax.arrow(X[0], Y[0], U[0], V[0], color=colors[i], width=0.08, \n", + " length_includes_head=True, head_width=0.3, head_length=0.6, \n", + " overhang=0.4, zorder=-i)\n", "\n", - "################################### Eigenspace #################################\n", - "x = np.arange(-10, 10.6, .5)\n", + "# Eigenspace for λ = 7\n", + "x = np.arange(-10, 10.6, 0.5)\n", "y = x\n", - "ax.plot(x, y, lw = 2, color = 'red', alpha = .3, label = 'Eigenspace for $\\lambda = 7$')\n", - "\n", - "x = np.arange(-10, 10.6, .5)\n", - "y = -5/6*x\n", - "ax.plot(x, y, lw = 2, color = 'blue', alpha = .3, label = 'Eigenspace for $\\lambda = -4$')\n", + "ax.plot(x, y, lw=2, color='red', alpha=0.3, label=r'Eigenspace for $\\lambda = 7$')\n", "\n", - "######################## Annotation Arrows ################################\n", + "# Eigenspace for λ = -4\n", + "x = np.arange(-10, 10.6, 0.5)\n", + "y = -5/6 * x\n", + "ax.plot(x, y, lw=2, color='blue', alpha=0.3, label=r'Eigenspace for $\\lambda = -4$')\n", "\n", - "style=\"Simple, tail_width=0.5, head_width=5, head_length=10\"\n", + "# Annotation Arrows\n", + "style = \"Simple, tail_width=0.5, head_width=5, head_length=10\"\n", "kw = dict(arrowstyle=style, color=\"k\")\n", "\n", - "a = mpl.patches.FancyArrowPatch((1,1), (7,7),connectionstyle=\"arc3,rad=.4\", **kw, alpha = .3)\n", + "a = mpl.patches.FancyArrowPatch((1, 1), (7, 7), connectionstyle=\"arc3,rad=.4\", **kw, alpha=0.3)\n", "plt.gca().add_patch(a)\n", "\n", - "a = mpl.patches.FancyArrowPatch((-6/5,1), (24/5,-4),connectionstyle=\"arc3,rad=.4\", **kw, alpha = .3)\n", + "a = mpl.patches.FancyArrowPatch((-6/5, 1), (24/5, -4), connectionstyle=\"arc3,rad=.4\", **kw, alpha=0.3)\n", "plt.gca().add_patch(a)\n", "\n", - "############################ Legend ###############################\n", - "\n", - "leg = ax.legend(fontsize = 15, loc = 'lower right')\n", + "# Legend\n", + "leg = ax.legend(fontsize=15, loc='lower right')\n", "leg.get_frame().set_alpha(0.5)\n", "\n", - "###################### Axis, Spines, Ticks ##########################\n", + "# Axis, Spines, Ticks\n", "ax.axis([-10, 10.1, -10.1, 10.1])\n", "ax.spines['left'].set_position('center')\n", "ax.spines['right'].set_color('none')\n", @@ -979,9 +992,9 @@ "ax.yaxis.set_ticks_position('left')\n", "\n", "ax.minorticks_on()\n", - "ax.tick_params(axis = 'both', direction = 'inout', length=12, width=2, which='major')\n", - "ax.tick_params(axis = 'both', direction = 'inout', length=10, width=1, which='minor')\n", - "plt.show()" + "ax.tick_params(axis='both', direction='inout', length=12, width=2, which='major')\n", + "ax.tick_params(axis='both', direction='inout', length=10, width=1, which='minor')\n", + "plt.show()\n" ] }, { @@ -1002,14 +1015,14 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 65, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" + "
" ] }, "metadata": {}, @@ -1042,14 +1055,14 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 66, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" + "
" ] }, "metadata": {}, @@ -1127,7 +1140,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 67, "metadata": {}, "outputs": [], "source": [ @@ -1149,14 +1162,14 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 68, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" + "
" ] }, "metadata": {}, @@ -1186,14 +1199,14 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 69, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", "text/plain": [ - "
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" ] }, "metadata": {}, @@ -1237,13 +1250,6 @@ "ax.axis([-2*n, 2*n, -n, n])\n", "plt.show()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -1262,7 +1268,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.12.0" }, "toc": { "base_numbering": 1, diff --git a/notebooks/Chapter 13 - Diagonalization.ipynb b/notebooks/Chapter 13 - Diagonalization.ipynb deleted file mode 100644 index 2838102..0000000 --- a/notebooks/Chapter 13 - Diagonalization.ipynb +++ /dev/null @@ -1,590 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import sympy as sy\n", - "sy.init_printing() \n", - "import matplotlib.pyplot as plt\n", - "plt.style.use('ggplot')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Similarity " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If $A = PBP^{-1}$, we say $A$ is _similar_ to $B$, decomposing $A$ into $PBP^{-1}$ is also called a _similarity transformation_.\n", - "\n", - "If $n\\times n$ matrices $A$ and $B$ are similar, they have the _same eigenvalues_.\n", - "\n", - "The _diagnoalization_, which we will explain below, is a process of finding similar matrices." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Diagonalizable Matrix" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let $A$ be an $n\\times n$ matrix. If there exists an $n\\times n$ invertible matrix $P$ and a diagonal matrix $D$, such that\n", - "\n", - "$$\n", - "A=PDP^{-1}\n", - "$$\n", - "\n", - "then matrix $A$ is called a _diagonalizable matrix_." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "And further, the columns of $P$ are linearly independent eigenvectors of $A$, and its corresponding eigenvalues are on the diagonal of $D$. In other words, $A$ is diagonalizable if and only if the dimension of eigenspace basis is $n$." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's show why this equation holds." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let\n", - "\n", - "$$\n", - "P = \\left[\\begin{array}{llll}\n", - "{v}_{1} & {v}_{2} & \\cdots & {v}_{n}\n", - "\\end{array}\\right]\\\\\n", - "$$\n", - "\n", - "$$\n", - "D = \\left[\\begin{array}{cccc}\n", - "\\lambda_{1} & 0 & \\cdots & 0 \\\\\n", - "0 & \\lambda_{2} & \\cdots & 0 \\\\\n", - "\\vdots & \\vdots & & \\vdots \\\\\n", - "0 & 0 & \\cdots & \\lambda_{n}\n", - "\\end{array}\\right]\n", - "$$\n", - "\n", - "where $v_i, i \\in (1, 2, ...n)$ is an eigenvector of $A$, $\\lambda_i, i \\in (1, 2, ...n)$ is an eigenvalue of $A$." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "$$\n", - "AP = A\\left[\\begin{array}{llll}\n", - "{v}_{1} & {v}_{2} & \\cdots & {v}_{n}\n", - "\\end{array}\\right]=\\left[\\begin{array}{llll}\n", - "A {v}_{1} & A {v}_{2} & \\cdots & A {v}_{n}\n", - "\\end{array}\\right]\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "$$P D=P\\left[\\begin{array}{cccc}\n", - "\\lambda_{1} & 0 & \\cdots & 0 \\\\\n", - "0 & \\lambda_{2} & \\cdots & 0 \\\\\n", - "\\vdots & \\vdots & & \\vdots \\\\\n", - "0 & 0 & \\cdots & \\lambda_{n}\n", - "\\end{array}\\right]=\\left[\\begin{array}{lllll}\n", - "\\lambda_{1} {v}_{1} & \\lambda_{2} {v}_{2} & \\cdots & \\lambda_{n} {v}_{n}\n", - "\\end{array}\\right]$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We know that $A{v}_i = \\lambda_i{v}_i$, i.e.\n", - "\n", - "$$\n", - "AP = PD\n", - "$$\n", - "\n", - "Since $P$ has all independent eigenvectors, then\n", - "\n", - "$$\n", - "A = PDP^{-1}\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Strictly speaking, if $A$ is symmetric, i.e. $A=A^T$, what we have just shown is called **Spectral decomposition**, the similar matrix $D$ holds all the eigenvalues on its diagonal. And $P$ is orthogonal matrix, which means any of of its two columns are perpendicular. Therefore it could be rewritten as \n", - "$$\n", - "A = PDP^{T}\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Spectral Decomposition Visualization" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "What these plots tells are actually the functions of each decomposed matrix, $P$ and $P^T$ are for rotation because they orthogonal, and $D$ are for scaling because it's diagonal." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "# Define matrix A\n", - "A = np.array([[1, 3], [3, -5]])\n", - "\n", - "# Calculate eigenvalues and eigenvectors\n", - "eigenvalues, eigenvectors = np.linalg.eig(A)\n", - "\n", - "# Plot eigenvectors\n", - "fig, ax = plt.subplots(figsize=(15, 4), nrows=1, ncols=4)\n", - "for i in range(2):\n", - " ax[0].quiver(0, 0, eigenvectors[:,i][0], eigenvectors[:,i][1], angles='xy', \n", - " scale_units='xy', scale=1, color=['r','b'][i])\n", - "ax[0].set_xlim(-2, 2)\n", - "ax[0].set_ylim(-2, 2)\n", - "\n", - "for i in range(4):\n", - " ax[i].set_xlabel('x')\n", - " ax[i].set_ylabel('y')\n", - " ax[i].set_aspect('equal')\n", - "\n", - "ax[1].quiver(0, 0, 1, 0, angles='xy', \n", - " scale_units='xy', scale=1, color=['r'])\n", - "ax[1].quiver(0, 0, 0, 1, angles='xy', \n", - " scale_units='xy', scale=1, color=['b'])\n", - "ax[1].set_xlim(-2, 2)\n", - "ax[1].set_ylim(-2, 2)\n", - "ax[1].set_title('$P^T$')\n", - "\n", - "\n", - "ax[2].quiver(0, 0, eigenvalues[0], 0, angles='xy', \n", - " scale_units='xy', scale=1, color=['r'])\n", - "ax[2].quiver(0, 0, 0, eigenvalues[1], angles='xy', \n", - " scale_units='xy', scale=1, color=['b'])\n", - "ax[2].set_xlim(-7, 7)\n", - "ax[2].set_ylim(-7, 7)\n", - "ax[2].set_title('$DP^T$')\n", - "\n", - "temp = np.array([[eigenvalues[0], 0],\n", - " [0, eigenvalues[1]]])\n", - "temp1 = temp@eigenvectors\n", - "\n", - "ax[3].quiver(0, 0, temp1[:,0][0], temp1[:,0][1], angles='xy', \n", - " scale_units='xy', scale=1, color=['r'])\n", - "ax[3].quiver(0, 0, temp1[:,1][0], temp1[:,1][1], angles='xy', \n", - " scale_units='xy', scale=1, color=['b'])\n", - "ax[3].set_xlim(-7, 7)\n", - "ax[3].set_ylim(-7, 7)\n", - "ax[3].set_title('$PDP^T$')\n", - "\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "However, in reality we don't have many chances of working on symmetric matrices, so spectral decomposition is mostly for theoretical demonstration, not so much application in reality." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Diagonalizing a Matrix" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Consider a matrix\n", - "\n", - "$$A=\\left[\\begin{array}{rrr}\n", - "1 & 3 & 3 \\\\\n", - "-3 & -5 & -3 \\\\\n", - "3 & 3 & 1\n", - "\\end{array}\\right]$$\n", - "\n", - "We seek to diagonalize the matrix $A$." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Following these steps:\n", - "\n", - "1. Compute the eigenvalues of $A$\n", - "2. Compute the eigenvectors of $A$\n", - "3. Construct $P$.\n", - "4. Construct $D$ from the corresponding columns of $P$." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$\\displaystyle \\left[ \\left( -2, \\ 2, \\ \\left[ \\left[\\begin{matrix}-1\\\\1\\\\0\\end{matrix}\\right], \\ \\left[\\begin{matrix}-1\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 1, \\ 1, \\ \\left[ \\left[\\begin{matrix}1\\\\-1\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$" - ], - "text/plain": [ - "⎡⎛ ⎡⎡-1⎤ ⎡-1⎤⎤⎞ ⎛ ⎡⎡1 ⎤⎤⎞⎤\n", - "⎢⎜ ⎢⎢ ⎥ ⎢ ⎥⎥⎟ ⎜ ⎢⎢ ⎥⎥⎟⎥\n", - "⎢⎜-2, 2, ⎢⎢1 ⎥, ⎢0 ⎥⎥⎟, ⎜1, 1, ⎢⎢-1⎥⎥⎟⎥\n", - "⎢⎜ ⎢⎢ ⎥ ⎢ ⎥⎥⎟ ⎜ ⎢⎢ ⎥⎥⎟⎥\n", - "⎣⎝ ⎣⎣0 ⎦ ⎣1 ⎦⎦⎠ ⎝ ⎣⎣1 ⎦⎦⎠⎦" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "A = sy.Matrix([[1,3,3], [-3, -5, -3], [3,3,1]])\n", - "eig = sy.matrices.matrices.MatrixEigen.eigenvects(A)\n", - "eig" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Reminder the return value takes the form ```[(eigenval, multiplicity, eigenspace), ...]```." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Construct $P$" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}-1 & -1 & 1\\\\1 & 0 & -1\\\\0 & 1 & 1\\end{matrix}\\right]$" - ], - "text/plain": [ - "⎡-1 -1 1 ⎤\n", - "⎢ ⎥\n", - "⎢1 0 -1⎥\n", - "⎢ ⎥\n", - "⎣0 1 1 ⎦" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "P = sy.zeros(3, 3)\n", - "P[:, 0] = eig[0][2][0]\n", - "P[:, 1] = eig[0][2][1]\n", - "P[:, 2] = eig[1][2][0]\n", - "P" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Construct $D$" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}-2 & 0 & 0\\\\0 & -2 & 0\\\\0 & 0 & 1\\end{matrix}\\right]$" - ], - "text/plain": [ - "⎡-2 0 0⎤\n", - "⎢ ⎥\n", - "⎢0 -2 0⎥\n", - "⎢ ⎥\n", - "⎣0 0 1⎦" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "D = sy.diag(eig[0][0], eig[0][0], eig[1][0])\n", - "D" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can verify if $PDP^{-1}=A$ holds:" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "True" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "P * D * P.inv() == A " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Of course we don't need to go through this process seperately. There is ```diagonalize``` method in SymPy." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "P, D = A.diagonalize()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}-1 & -1 & 1\\\\1 & 0 & -1\\\\0 & 1 & 1\\end{matrix}\\right]$" - ], - "text/plain": [ - "⎡-1 -1 1 ⎤\n", - "⎢ ⎥\n", - "⎢1 0 -1⎥\n", - "⎢ ⎥\n", - "⎣0 1 1 ⎦" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "P" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}-2 & 0 & 0\\\\0 & -2 & 0\\\\0 & 0 & 1\\end{matrix}\\right]$" - ], - "text/plain": [ - "⎡-2 0 0⎤\n", - "⎢ ⎥\n", - "⎢0 -2 0⎥\n", - "⎢ ⎥\n", - "⎣0 0 1⎦" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "D" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We obtain the same results as previous separate steps." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Sometimes we just want to test if a matrix is diagonalizable, then use ```is_diagonalizable``` in SymPy." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "True" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "A.is_diagonalizable()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If $A$ is symmetric, all of its eigenvectors are orthogonal. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "$$\n", - "Av_1 = \\lambda_1v_1 \\quad \\text{and} \\quad Av_2 = \\lambda_2v_2\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "$$\n", - "v_2 \\cdot Av_1 = \\lambda_1v_1 \\cdot v_2\\\\\n", - "v_1 \\cdot Av_2 = \\lambda_2v_2 \\cdot v_1\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "$$\n", - "v_1 \\cdot Av_2 = v_1 \\cdot A^Tv_2 = v_1 \\cdot \\lambda_2v_2 = \\lambda_2v_1 \\cdot v_2\\\\\n", - "v_2 \\cdot Av_1 = v_2 \\cdot A^Tv_1 = v_2 \\cdot \\lambda_1v_1 = \\lambda_1v_2 \\cdot v_1\n", - "$$" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - }, - "toc": { - "base_numbering": 1, - "nav_menu": {}, - "number_sections": true, - "sideBar": true, - "skip_h1_title": false, - "title_cell": "Table of Contents", - "title_sidebar": "Contents", - "toc_cell": false, - "toc_position": {}, - "toc_section_display": true, - "toc_window_display": false - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/notebooks/Chapter 13a - Diagonalization.ipynb b/notebooks/Chapter 13a - Diagonalization.ipynb new file mode 100644 index 0000000..d10cb39 --- /dev/null +++ b/notebooks/Chapter 13a - Diagonalization.ipynb @@ -0,0 +1,690 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "import sympy as sy\n", + "sy.init_printing() \n", + "import matplotlib.pyplot as plt\n", + "plt.style.use('ggplot')\n", + "import numpy as np" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Similarity " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If $A = PBP^{-1}$, we say $A$ is _similar_ to $B$, decomposing $A$ into $PBP^{-1}$ is also called a _similarity transformation_, $P$ is an invertable matrix.\n", + "\n", + "If $n\\times n$ matrices $A$ and $B$ are similar, they have the _same eigenvalues_.\n", + "\n", + "Here are some reasons that we need similarity transformation:\n", + "1. Invariant Properties: Similar matrices share many important properties, such as eigenvalues, determinant, trace, and rank. This invariance makes similarity transformations useful for simplifying problems without changing their fundamental characteristics.\n", + "\n", + "2. Changing Basis: Similarity transformations can be interpreted as changing the basis in which the linear transformation represented by the matrix is expressed. This change of basis can make the problem easier to understand or solve.\n", + "\n", + "3. Applications: Similarity transformations are widely used in various applications, including diagonalization, canonical forms, and simplifying differential equations.\n", + "\n", + "The _diagnoalization_, which we will explain below, is a special case of similarity transformation." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Diagonalizable Matrix and Special Decompositon" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let $A$ be an $n\\times n$ matrix. If there exists an $n\\times n$ invertible matrix $P$ and a diagonal matrix $D$, such that\n", + "\n", + "$$\n", + "A=PDP^{-1}\n", + "$$\n", + "\n", + "then matrix $A$ is called a _diagonalizable matrix_." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And further, the columns of $P$ are linearly independent eigenvectors of $A$, and its corresponding eigenvalues are on the principal diagonal of $D$. In other words, $A$ is diagonalizable if and only if the dimension of eigenspace basis is $n$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's show why this equation holds. Define $P$ and $D$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "\n", + "$$\n", + "P = \\left[\\begin{array}{llll}\n", + "{v}_{1} & {v}_{2} & \\cdots & {v}_{n}\n", + "\\end{array}\\right]\\\\\n", + "$$\n", + "\n", + "$$\n", + "D = \\left[\\begin{array}{cccc}\n", + "\\lambda_{1} & 0 & \\cdots & 0 \\\\\n", + "0 & \\lambda_{2} & \\cdots & 0 \\\\\n", + "\\vdots & \\vdots & & \\vdots \\\\\n", + "0 & 0 & \\cdots & \\lambda_{n}\n", + "\\end{array}\\right]\n", + "$$\n", + "\n", + "where $v_i, i \\in (1, 2, ...n)$ is an eigenvector of $A$, $\\lambda_i, i \\in (1, 2, ...n)$ is an eigenvalue of $A$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "$$\n", + "AP = A\\left[\\begin{array}{llll}\n", + "{v}_{1} & {v}_{2} & \\cdots & {v}_{n}\n", + "\\end{array}\\right]=\\left[\\begin{array}{llll}\n", + "A {v}_{1} & A {v}_{2} & \\cdots & A {v}_{n}\n", + "\\end{array}\\right]\n", + "$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "$$P D=\\left[\\begin{array}{llll}\n", + "{v}_{1} & {v}_{2} & \\cdots & {v}_{n}\n", + "\\end{array}\\right]\\left[\\begin{array}{cccc}\n", + "\\lambda_{1} & 0 & \\cdots & 0 \\\\\n", + "0 & \\lambda_{2} & \\cdots & 0 \\\\\n", + "\\vdots & \\vdots & & \\vdots \\\\\n", + "0 & 0 & \\cdots & \\lambda_{n}\n", + "\\end{array}\\right]=\\left[\\begin{array}{lllll}\n", + "\\lambda_{1} {v}_{1} & \\lambda_{2} {v}_{2} & \\cdots & \\lambda_{n} {v}_{n}\n", + "\\end{array}\\right]$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We know that $A{v}_i = \\lambda_i{v}_i$, i.e.\n", + "\n", + "$$\n", + "AP = PD\n", + "$$\n", + "\n", + "Since $P$ has all independent eigenvectors, then\n", + "\n", + "$$\n", + "A = PDP^{-1}\n", + "$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Strictly speaking, if $A$ is symmetric, i.e. $A=A^T$, the procedure above called _Spectral decomposition_, the similar matrix $D$ holds all the eigenvalues on its diagonal. And $P$ is orthogonal matrix, which means any of of its two columns are perpendicular. Therefore it could be rewritten as \n", + "$$\n", + "A = PDP^{T}\n", + "$$\n", + "\n", + "We can show why all eigenvectors are orthogonal to each other:\n", + "Set up two equations\n", + "$$\n", + "A \\mathbf{v}_1=\\lambda_1 \\mathbf{v}_1\\\\\n", + "A \\mathbf{v}_2=\\lambda_2 \\mathbf{v}_2\n", + "$$\n", + "Take the transpose of the first equation and multiply by $\\mathbf{v}_2$ :\n", + "$$\n", + "\\mathbf{v}_1^T A^T \\mathbf{v}_2=\\lambda_1 \\mathbf{v}_1^T \\mathbf{v}_2\n", + "$$\n", + "Since $A$ is symmetric $\\left(A=A^T\\right)$ :\n", + "$$\n", + "\\mathbf{v}_1^T A \\mathbf{v}_2=\\lambda_1 \\mathbf{v}_1^T \\mathbf{v}_2\n", + "$$\n", + "\n", + "Substitute $A \\mathbf{v}_2=\\lambda_2 \\mathbf{v}_2$ into the equation:\n", + "$$\n", + "\\mathbf{v}_1^T\\left(\\lambda_2 \\mathbf{v}_2\\right)=\\lambda_1 \\mathbf{v}_1^T \\mathbf{v}_2\n", + "$$\n", + "Simplify to get:\n", + "$$\n", + "\\lambda_2 \\mathbf{v}_1^T \\mathbf{v}_2=\\lambda_1 \\mathbf{v}_1^T \\mathbf{v}_2\n", + "$$\n", + "\n", + "Since $\\lambda_1 \\neq \\lambda_2$ :\n", + "$$\n", + "\\left(\\lambda_2-\\lambda_1\\right) \\mathbf{v}_1^T \\mathbf{v}_2=0\n", + "$$\n", + "This implies that $\\mathbf{v}_1^T \\mathbf{v}_2=0$, meaning $\\mathbf{v}_1$ and $\\mathbf{v}_2$ are orthogonal." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "Correlation/covariance matrix is a good example, which is symmetric and square, its all eigenvalues are real." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Spectral Decomposition Visualization" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's visualize spectral decomposition, $P$ and $P^T$ are for rotation because they orthogonal, and $D$ are for scaling because it's diagonal." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Define matrix A\n", + "A = np.array([[1, 3], [3, -5]])\n", + "\n", + "# Calculate eigenvalues and eigenvectors\n", + "eigenvalues, eigenvectors = np.linalg.eig(A)\n", + "\n", + "# Plot eigenvectors\n", + "fig, ax = plt.subplots(figsize=(15, 4), nrows=1, ncols=4)\n", + "for i in range(2):\n", + " ax[0].quiver(0, 0, eigenvectors[:,i][0], eigenvectors[:,i][1], angles='xy', \n", + " scale_units='xy', scale=1, color=['r','b'][i])\n", + "ax[0].set_xlim(-2, 2)\n", + "ax[0].set_ylim(-2, 2)\n", + "ax[0].set_title('Eigenvectors of $A$')\n", + "\n", + "for i in range(4):\n", + " ax[i].set_xlabel('x')\n", + " ax[i].set_ylabel('y')\n", + " ax[i].set_aspect('equal')\n", + "\n", + "ax[1].quiver(0, 0, 1, 0, angles='xy', \n", + " scale_units='xy', scale=1, color=['r'])\n", + "ax[1].quiver(0, 0, 0, 1, angles='xy', \n", + " scale_units='xy', scale=1, color=['b'])\n", + "ax[1].set_xlim(-2, 2)\n", + "ax[1].set_ylim(-2, 2)\n", + "ax[1].set_title('$P^T$')\n", + "\n", + "\n", + "ax[2].quiver(0, 0, eigenvalues[0], 0, angles='xy', \n", + " scale_units='xy', scale=1, color=['r'])\n", + "ax[2].quiver(0, 0, 0, eigenvalues[1], angles='xy', \n", + " scale_units='xy', scale=1, color=['b'])\n", + "ax[2].set_xlim(-7, 7)\n", + "ax[2].set_ylim(-7, 7)\n", + "ax[2].set_title('$DP^T$')\n", + "\n", + "temp = np.array([[eigenvalues[0], 0],\n", + " [0, eigenvalues[1]]])\n", + "temp1 = temp@eigenvectors\n", + "\n", + "ax[3].quiver(0, 0, temp1[:,0][0], temp1[:,0][1], angles='xy', \n", + " scale_units='xy', scale=1, color=['r'])\n", + "ax[3].quiver(0, 0, temp1[:,1][0], temp1[:,1][1], angles='xy', \n", + " scale_units='xy', scale=1, color=['b'])\n", + "ax[3].set_xlim(-7, 7)\n", + "ax[3].set_ylim(-7, 7)\n", + "ax[3].set_title('$PDP^T$')\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Diagonalizing a Matrix" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Consider a matrix\n", + "\n", + "$$A=\\left[\\begin{array}{rrr}\n", + "1 & 3 & 3 \\\\\n", + "-3 & -5 & -3 \\\\\n", + "3 & 3 & 1\n", + "\\end{array}\\right]$$\n", + "\n", + "We seek to diagonalize the matrix $A$." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Following these steps:\n", + "\n", + "1. Compute the eigenvalues of $A$\n", + "2. Compute the eigenvectors of $A$\n", + "3. Construct $P$.\n", + "4. Construct $D$ from the corresponding columns of $P$." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$\\displaystyle \\left[ \\left( -2, \\ 2, \\ \\left[ \\left[\\begin{matrix}-1\\\\1\\\\0\\end{matrix}\\right], \\ \\left[\\begin{matrix}-1\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 1, \\ 1, \\ \\left[ \\left[\\begin{matrix}1\\\\-1\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$" + ], + "text/plain": [ + "⎡⎛ ⎡⎡-1⎤ ⎡-1⎤⎤⎞ ⎛ ⎡⎡1 ⎤⎤⎞⎤\n", + "⎢⎜ ⎢⎢ ⎥ ⎢ ⎥⎥⎟ ⎜ ⎢⎢ ⎥⎥⎟⎥\n", + "⎢⎜-2, 2, ⎢⎢1 ⎥, ⎢0 ⎥⎥⎟, ⎜1, 1, ⎢⎢-1⎥⎥⎟⎥\n", + "⎢⎜ ⎢⎢ ⎥ ⎢ ⎥⎥⎟ ⎜ ⎢⎢ ⎥⎥⎟⎥\n", + "⎣⎝ ⎣⎣0 ⎦ ⎣1 ⎦⎦⎠ ⎝ ⎣⎣1 ⎦⎦⎠⎦" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "A = sy.Matrix([[1,3,3], [-3, -5, -3], [3,3,1]])\n", + "eig = A.eigenvects()\n", + "eig" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Reminder the return value takes the form ```[(eigenval, multiplicity, eigenspace), ...]```." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Construct $P$" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$\\displaystyle \\left[\\begin{matrix}-1 & -1 & 1\\\\1 & 0 & -1\\\\0 & 1 & 1\\end{matrix}\\right]$" + ], + "text/plain": [ + "⎡-1 -1 1 ⎤\n", + "⎢ ⎥\n", + "⎢1 0 -1⎥\n", + "⎢ ⎥\n", + "⎣0 1 1 ⎦" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "P = sy.zeros(3, 3)\n", + "P[:, 0] = eig[0][2][0]\n", + "P[:, 1] = eig[0][2][1]\n", + "P[:, 2] = eig[1][2][0]\n", + "P" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Construct $D$" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$\\displaystyle \\left[\\begin{matrix}-2 & 0 & 0\\\\0 & -2 & 0\\\\0 & 0 & 1\\end{matrix}\\right]$" + ], + "text/plain": [ + "⎡-2 0 0⎤\n", + "⎢ ⎥\n", + "⎢0 -2 0⎥\n", + "⎢ ⎥\n", + "⎣0 0 1⎦" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "D = sy.diag(eig[0][0], eig[0][0], eig[1][0])\n", + "D" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can verify if $PDP^{-1}=A$ holds:" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "P * D * P.inv() == A " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Of course we don't need to go through this process seperately. There is ```diagonalize``` method in SymPy." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "P, D = A.diagonalize()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$\\displaystyle \\left[\\begin{matrix}-1 & -1 & 1\\\\1 & 0 & -1\\\\0 & 1 & 1\\end{matrix}\\right]$" + ], + "text/plain": [ + "⎡-1 -1 1 ⎤\n", + "⎢ ⎥\n", + "⎢1 0 -1⎥\n", + "⎢ ⎥\n", + "⎣0 1 1 ⎦" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "P" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$\\displaystyle \\left[\\begin{matrix}-2 & 0 & 0\\\\0 & -2 & 0\\\\0 & 0 & 1\\end{matrix}\\right]$" + ], + "text/plain": [ + "⎡-2 0 0⎤\n", + "⎢ ⎥\n", + "⎢0 -2 0⎥\n", + "⎢ ⎥\n", + "⎣0 0 1⎦" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "D" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We obtain the same results as previous separate steps." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Sometimes we just want to test if a matrix is diagonalizable, then use ```is_diagonalizable``` in SymPy." + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "A.is_diagonalizable()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If $A$ is symmetric, all of its eigenvectors are orthogonal. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "$$\n", + "Av_1 = \\lambda_1v_1 \\quad \\text{and} \\quad Av_2 = \\lambda_2v_2\n", + "$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "$$\n", + "v_2 \\cdot Av_1 = \\lambda_1v_1 \\cdot v_2\\\\\n", + "v_1 \\cdot Av_2 = \\lambda_2v_2 \\cdot v_1\n", + "$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "$$\n", + "v_1 \\cdot Av_2 = v_1 \\cdot A^Tv_2 = v_1 \\cdot \\lambda_2v_2 = \\lambda_2v_1 \\cdot v_2\\\\\n", + "v_2 \\cdot Av_1 = v_2 \\cdot A^Tv_1 = v_2 \\cdot \\lambda_1v_1 = \\lambda_1v_2 \\cdot v_1\n", + "$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# How Diagonalization Simplifies the Solution Process \n", + "Original System:\n", + "The original system of differential equations is coupled, meaning that each ed involves multiple variables. For example:\n", + "$$\n", + "\\frac{d \\mathbf{x}}{d t}=A \\mathbf{x}\n", + "$$\n", + "where $A$ is a matrix, and $\\mathbf{x}$ is a vector of variables.\n", + "\n", + "By finding the eigenvalues and eigenvectors of the matrix $A$, we can decomp into $P D P^{-1}$, where $D$ is a diagonal matrix of eigenvalues and $P$ is the matri eigenvectors:\n", + "$$\n", + "A=P D P^{-1}\n", + "$$\n", + " We introduce a change of variables using the eigenvector matrix $P$ :\n", + "$$\n", + "\\mathbf{x}=P \\mathbf{y}\n", + "$$\n", + "\n", + "Substituting this into the original differential equation gives:\n", + "\n", + "$$\n", + "\\frac{d(P \\mathbf{y})}{d t}=A(P \\mathbf{y})\n", + "$$\n", + "\n", + "Simplifying, we get:\n", + "$$\n", + "P \\frac{d \\mathbf{y}}{d t}=P D P^{-1}(P \\mathbf{y})\n", + "$$\n", + "\n", + "Since $P^{-1} P=I$ :\n", + "$$\n", + "P \\frac{d \\mathbf{y}}{d t}=P D \\mathbf{y}\n", + "$$\n", + "\n", + "Multiplying both sides by $P^{-1}$ :\n", + "$$\n", + "\\frac{d \\mathbf{y}}{d t}=D \\mathbf{y}\n", + "$$\n", + "The transformed system $\\frac{d \\mathbf{y}}{d t}=D \\mathbf{y}$ is now decoupled because $D$ is a diagonal matrix. This means that each differential equation in the system involves only a single variable $y_i$ and can be solved independently:\n", + "\n", + "$$\n", + "\\frac{d y_i}{d t}=\\lambda_i y_i\n", + "$$\n", + "where $\\lambda_i$ are the eigenvalues of $A$.\n", + " Solving the Decoupled System:\n", + " The decoupled differential equations are simple first-order linear differential equations, which have straightforward solutions:\n", + "$$\n", + "y_i(t)=c_i e^{\\lambda_i t}\n", + "$$\n", + "where $c_i$ are constants determined by the initial conditions.\n", + " Finally, we transform the solution back to the original variables using the eigenvector matrix $P$ :\n", + "$$\n", + "\\mathbf{x}=P \\mathbf{y}\n", + "$$\n", + "\n", + "This gives us the solution to the original system." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.4" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/notebooks/Chapter 13b - Principal Component Analysis.ipynb b/notebooks/Chapter 13b - Principal Component Analysis.ipynb new file mode 100644 index 0000000..61cedfb --- /dev/null +++ b/notebooks/Chapter 13b - Principal Component Analysis.ipynb @@ -0,0 +1,968 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*********************100%%**********************] 4 of 4 completed\n" + ] + }, + { + "data": { + "text/html": [ + "
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Ticker^FVX^IRX^TNX^TYX
Date
2010-01-042.6520.0553.8414.660
2010-01-052.5580.0603.7554.593
2010-01-062.5730.0453.8084.671
2010-01-072.6000.0453.8224.689
2010-01-082.5660.0403.8084.695
\n", + "
" + ], + "text/plain": [ + "Ticker ^FVX ^IRX ^TNX ^TYX\n", + "Date \n", + "2010-01-04 2.652 0.055 3.841 4.660\n", + "2010-01-05 2.558 0.060 3.755 4.593\n", + "2010-01-06 2.573 0.045 3.808 4.671\n", + "2010-01-07 2.600 0.045 3.822 4.689\n", + "2010-01-08 2.566 0.040 3.808 4.695" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import yfinance as yf\n", + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from sklearn.decomposition import PCA\n", + "import datetime as dt\n", + "\n", + "# Fetch bond yield data from Yahoo Finance\n", + "tickers = ['^IRX', '^FVX', '^TNX', '^TYX'] # 13-week, 5-year, 10-year, 30-year treasury yield indices\n", + "data = yf.download(tickers, start='2010-01-01', end=dt.datetime.today())['Adj Close']\n", + "\n", + "# Display the first few rows of the dataset\n", + "data.head()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "```data``` $A$ is the feature data set, the columns are features with various terms of bonds. The matrices $A A^T$ and $A^T A$ share the same nonzero eigenvalues. This proposition is very powerful in the case that $m$ and $n$ are drastically different in size. For instance, if $A$ is $1000 × 4$, then there’s a quick way to find the eigenvalues\n", + "of the $1000 × 1000$ matrix $AA^T$, first find the eigenvalues of $A^TA$ (which is only 4 × 4). The other $996$ eigenvalues of $AA^T$ are all zero!" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Missiong data counts Ticker\n", + "5Y 0\n", + "3M 0\n", + "10Y 0\n", + "30Y 0\n", + "dtype: int64\n" + ] + }, + { + "data": { + "image/png": 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" + ], + "text/plain": [ + "Ticker 5Y 3M 10Y 30Y\n", + "Ticker \n", + "5Y 1.198537 1.591021 0.898815 0.607558\n", + "3M 1.591021 2.707019 1.034040 0.583980\n", + "10Y 0.898815 1.034040 0.821260 0.691062\n", + "30Y 0.607558 0.583980 0.691062 0.693814" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.cov()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We need to normalize the data, this makes sure that data with different unit or scale do not dominate.Eigenvalues and eigenvectors of the covariance matrix are used to determine the principal components in PCA.The eigenvectors provide the directions of the new feature space, and the eigenvalues indicate the importance of each direction.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# Standardize the data (mean = 0, variance = 1)\n", + "data_standardized = (data - data.mean()) / data.std()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "Covariance matrix is diagonalized (specifically spectral decomposition as we discuss in chapter of Diagonalization)\n", + "$$\n", + "C = V \\Lambda V^T\n", + "$$\n", + "\n", + " Apply the theorem, and let $ \\lambda_1 \\geq \\lambda_2 \\geq \\ldots \\geq \\lambda_m \\geq 0 $ be the eigenvalues of $C$ with corresponding eigenvectors $v_1, v_2, ..., v_m$. \n", + "\n", + " These eigenvectors are the _principal component_ of the data.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + "Ticker 5Y 3M 10Y 30Y\n", + "Ticker \n", + "5Y 1.000000 0.883292 0.905950 0.666255\n", + "3M 0.883292 1.000000 0.693508 0.426119\n", + "10Y 0.905950 0.693508 1.000000 0.915494\n", + "30Y 0.666255 0.426119 0.915494 1.000000" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_cov = data_standardized.cov(); data_cov\n" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + "Ticker 5Y 3M 10Y 30Y\n", + "Ticker \n", + "5Y 1.000000 0.883292 0.905950 0.666255\n", + "3M 0.883292 1.000000 0.693508 0.426119\n", + "10Y 0.905950 0.693508 1.000000 0.915494\n", + "30Y 0.666255 0.426119 0.915494 1.000000" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_corr = data_standardized.corr(); data_corr" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "eig = np.linalg.eig(data_cov)\n", + "eigenvalues = eig[0]\n", + "eigenvectors = eig[1] # eigenvectors are not principal components, they are the directions of the principal components" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A fact we will need now: _the sum of the eigenvalues is the trace of a symmetric matrix_. It can be simply proved \n", + "$$\n", + "\\operatorname{tr}(C)=\\operatorname{tr}\\left(P \\Lambda P^{-1}\\right)=\\operatorname{tr}\\left(P^{-1} P \\Lambda\\right)=\\operatorname{tr}(\\Lambda) \n", + "$$\n", + "which used _cyclic property_ of trace.\n", + "\n", + "The trace of covariance matrix is the sum of variances, let's compute it." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.0" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.trace(data_cov)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It wouldn't surprise you, the trace equal $m$, the number of features, because we have already normalized every feature, so the variance is $1$ for each feature, and the sum of variances will be the number of features, i.e. \n", + "$$\n", + "\\text{Tr}(C) = m\n", + "$$\n", + "But also we have proved, the sum of eigenvalues should equal to the trace of a symmetric matrix, in our case a covariance matrix. Let's see if this is true." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3.999999999999998" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.sum(eigenvalues)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Though a bit rounding errors in computation, the sum of eigenvalues should be equal to $m$ or sum of variances.\n", + "\n", + "So the each principle accounts a percentage of total variance\n", + "$$\n", + "\\frac{\\lambda_i}{Tr(C)}\n", + "$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can show the cumulative sum of ratio, the first two principal account for $98\\%$ of variances, we can reduce the data's dimensionality to two dimensions (using only the first two principal components) while preserving most of the information (variance)." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.81588776, 0.9806866 , 0.99957208, 1. ])" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(eigenvalues / np.trace(data_cov)).cumsum()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Therefore we can reduce the orginal data's dimension by projecting original data onto principal components. This transformation creates a new dataset.\n", + "\n", + "The transformation process is done by multiplying original data $A$ by matrix of eigenvectors $V$ \n", + "\n", + "$$\n", + " Y = A V\n", + "$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's use sklearn library to perform the computation." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "# Perform PCA\n", + "pca = PCA(n_components=2) # We only first two dominating principal components\n", + "principal_components = pca.fit_transform(data_standardized)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pd.DataFrame(principal_components).plot(\n", + " figsize=(12, 6),\n", + " title='Principal Components of Bond Yields'\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "# Explained variance by each principal component\n", + "explained_variance = pca.explained_variance_ratio_\n", + "\n", + "# Print explained variance\n", + "print(\"Explained Variance by Each Principal Component:\")\n", + "for i, variance in enumerate(explained_variance):\n", + " print(f\"Principal Component {i+1}: {variance:.2%}\")\n", + "\n", + "# Create a DataFrame with principal components\n", + "pc_df = pd.DataFrame(data=principal_components, columns=[f'PC{i+1}' for i in range(len(data.columns))])\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " PC1 PC2 PC3 PC4\n", + "0 1.777713 1.849189 0.407561 0.023876\n", + "1 1.645002 1.792781 0.362196 0.026184\n", + "2 1.722953 1.871848 0.350726 0.025388\n", + "3 1.754399 1.883545 0.361040 0.016343\n", + "4 1.731460 1.894638 0.336241 0.016513\n", + "... ... ... ... ...\n", + "3663 3.964671 -0.605022 -0.403449 0.018068\n", + "3664 3.907084 -0.628706 -0.409680 0.017944\n", + "3665 3.851641 -0.653854 -0.424510 0.020909\n", + "3666 3.635627 -0.722546 -0.494864 0.026111\n", + "3667 3.302013 -0.813797 -0.562927 0.047438\n", + "\n", + "[3668 rows x 4 columns]" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pc_df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## PCA Loadings" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We need to define PCA factor loadings before further analysis. \n", + "$$\n", + "L = \\sqrt{\\Lambda}V\n", + "$$\n", + "where $\\Lambda$ and $V$ are diagonal matrix with eigenvalue and matrix of eigenvector accordingly. The factoring are scaled version of matrix of eigenvectors. It represents the contribution of each original variable to the principal components. They are scaled versions of the eigenvectors, making them more interpretable in terms of the variance explained by each component." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Principal Factor Loadings:\n", + "[[ 0.96075306 0.21370466 0.17571138 0.02023343]\n", + " [ 0.83116313 0.53139968 -0.16362388 -0.00307664]\n", + " [ 0.97658592 -0.2023254 0.06585959 -0.03173145]\n", + " [ 0.83423762 -0.53870632 -0.11643524 0.01690927]]\n" + ] + } + ], + "source": [ + "\n", + "\n", + "\n", + "# Print the factor loadings\n", + "print(\"Principal Factor Loadings:\")\n", + "factor_loadings_df = eigenvectors * np.sqrt(eigenvalues)\n", + "print(factor_loadings_df)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the factor loadings\n", + "plt.figure(figsize=(12, 6))\n", + "for i in range(len(data.columns)):\n", + " plt.bar(range(1, len(data.columns) + 1), factor_loadings_df[:, i], alpha=0.5, align='center', label=f'{data.columns[i]}')\n", + "\n", + "plt.xlabel('Principal Components')\n", + "plt.ylabel('Factor Loadings')\n", + "plt.title('Principal Factor Loadings')\n", + "plt.xticks(range(1, len(data.columns) + 1), [f'PC{i+1}' for i in range(len(data.columns))])\n", + "plt.legend(loc='best')\n", + "plt.grid(True)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot explained variance\n", + "plt.figure(figsize=(8, 4))\n", + "plt.bar(range(1, len(explained_variance) + 1), explained_variance * 100)\n", + "plt.xlabel('Principal Component')\n", + "plt.ylabel('Explained Variance (%)')\n", + "plt.title('Explained Variance by Principal Components')\n", + "plt.show()\n", + "\n", + "# Plot the first two principal components\n", + "plt.figure(figsize=(12, 6))\n", + "plt.scatter(pc_df['PC1'], pc_df['PC2'], c='blue', edgecolor='k', alpha=0.5)\n", + "plt.xlabel('Principal Component 1')\n", + "plt.ylabel('Principal Component 2')\n", + "plt.title('PCA of Bond Yields')\n", + "plt.grid(True)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "weijie-chen-Vyy5-xRM-py3.12", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/Chapter 14 - Applications to Dynamic System.ipynb b/notebooks/Chapter 14 - Applications to Dynamic System.ipynb index a26e76a..cf26b75 100644 --- a/notebooks/Chapter 14 - Applications to Dynamic System.ipynb +++ b/notebooks/Chapter 14 - Applications to Dynamic System.ipynb @@ -7,7 +7,6 @@ "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", - "import matplotlib as mpl\n", "import numpy as np\n", "import sympy as sy\n", "sy.init_printing() " @@ -27,7 +26,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Systems of First-Order Equations" + "# Systems of First-Order Difference Equations" ] }, { @@ -71,7 +70,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Rerrange the difference equation for better visual shape,\n", + "Rerrange the difference equation for better visual representation,\n", "\n", "$$\n", "y_{t+3} = \\frac{2}{3}y_{t+2} - \\frac{4}{3}y_{t+1} + \\frac{1}{3}y_{t}\n", @@ -187,7 +186,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Markov chain is also described by the first-order difference equation $\\mathbf{x}_{t+1} = P\\mathbf{x}_t$, where $\\mathbf{x}_t$ is called state vector, $A$ is called stochastic matrix." + "Markov chain is also described by the first-order difference equation $\\mathbf{x}_{t+1} = P\\mathbf{x}_t$, where $\\mathbf{x}_t$ is called _state vector_, $A$ is called _stochastic matrix_." ] }, { @@ -352,7 +351,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can construct a loop till $\\mathbf{x}_{100} = M\\mathbf{x}_{99}$, then plot the dynamic path. Notice that the curve is flattening after 20 periods, and we call it convergence to steady-state." + "We can construct a loop till $\\mathbf{x}_{100} = M\\mathbf{x}_{99}$, then plot the dynamic path. Notice that the curve is flattening after 20 periods, and we call it _convergence to steady-state_." ] }, { @@ -378,14 +377,12 @@ "outputs": [ { "data": { - "image/png": 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qta1TiBcRERGRo3b99dezZs0aFi9eDMDWrVtZuHBhXY/94Tz99NPs2bOHq6++um7eNddcw5YtW1i0aNExqzmdaTiNiIiISDM1ZwjLkSgvLycvLy/p2+3WrRu5ubmsX78+6dseNWoUZ555Jg899BATJkxg7ty5ZGRkcM011zS57vz58+nQoQNnn302e/bsAWDixIlkZmYyf/58zj///KTXm+4U4kVERETaiYyMDIqKinj55ZepqqoiOzs7qdufNm0aU6dOZfPmzcydO5dJkyZRUFBw2HW2bdvGSy+9RG1tLX379j1k+VNPPXXMTmrSmYbTiIiIiLQjt956K7t27eLmm2+Ou3zt2rUsX7680fWzsrKoqKiIu2zy5Mnk5eVx1VVXsWHDBq677rom63nssceora3lN7/5DX//+98bvO677z4qKir405/+lNiXa0fUEy8iIiLSjowfP5577rmHGTNmsHLlSoqLixkwYAC7d+9m8eLFzJ07lwULFtTdZjLWsGHDeO6557jgggvo2rUrhYWFFBYWApCbm0txcTH33nsvI0aMYOzYsU3W8+ijj3L88cczderUultYRnz5y1/mrrvuYv78+Xzzm988+i/fhqgnXkRERKSdufHGG3njjTfo0qULN910E+eccw7FxcWsXLmS2bNnc/HFFze67oMPPkjHjh25+OKLGTlyJHPmzGmwfNKkSQAJXdC6bNkyli9fzje+8Y1DAjxAMBikuLiY119/nbVr1zbzW7Zt6okXERERaYfGjh3bZE95cXExxcXFDeaNGzeOpUuXNrrOs88+S8eOHZkyZUqTNZx++ukNbkkZz6xZs5g1a1aT22pvFOJFRERE5KgtW7aMVatWcf/993PttdeSn5+f6pLaNIV4ERERETlql19+Odu2bWPixIncfvvtqS6nzVOIFxEREZGjtm7dulSX0K7owlYRERERkTSjEC8iIiIikmYU4kVERERE0oxCvIiIiIhImlGIFxERERFJMwrxIiIiIiJpRiFeRERERCTNKMSLiIiItEOlpaVcccUVFBYWkpWVRbdu3TjvvPOYP38+oVAIgEceeQQza3AP+JkzZ/LKK68ktZbjjjsOM6t7derUiVNPPZVf/epXOOeSuq+2QiFeREREpJ257777GDduHGVlZdx5550sWrSIefPmMWTIEKZNm8azzz4LwEUXXURpaSl9+vSpW/f2229PeogHmDhxIqWlpZSWlvLXv/6VoqIibrjhBu65556k76st0BNbRURERNqR1157jRkzZjB9+nQeeOCBBssuvfRSZsyYwYEDBwDo0aMHPXr0aJG6unfvzujRo+umzz//fN577z2efPJJfvCDH7RIDelEPfEiIiIi7cgdd9xBQUEBd911V9zlJ5xwAqeeeipw6HAaMwNg1qxZdUNfZs6cyd133012djY7duxosC3nHIMGDWLy5MlHVGt+fj41NTVHtG5bp554ERERkeaa2fmYbj6vOY1n7k24aSgUoqSkhMsuu4ycnJxm11VaWsqYMWMoLi5m6tSpAPTr148OHTpw22238fDDD3PLLbfUtX/ppZdYu3Yt8+bNa3Lbzjlqa2sBKC8vZ+HChbz88sv87Gc/a3ad7YFCvIiIiEg7sXPnTioqKhg4cOARrR8Z7tK3b98GQ18ArrzySubMmcPNN99c12M/e/Zshg4dSlFRUZPbXrBgAQsWLGgw7zvf+U6DkwKpp+E0IiIiInLUrr/+etasWcPixYsB2Lp1KwsXLqzrsW/KhRdeyLvvvsu7777Lq6++yv/+7//yxBNPMH369GNZdtpST7yIiIhIczVjCMuRKC8vJy+vWYNqEtKtWzdyc3NZv3590rc9atQozjzzTB566CEmTJjA3LlzycjI4Jprrklo/YKCAs4888y66fHjx+Oc45ZbbuG73/0uw4YNS3rN6Uw98SIiIiLtREZGBkVFRbz88stUVVUlffvTpk3j6aefZvPmzcydO5dJkyZRUFBwxNsbPnw4AB9++GGySmwzFOJFRERE2pFbb72VXbt2cfPNN8ddvnbtWpYvX97o+llZWVRUVMRdNnnyZPLy8rjqqqvYsGED11133VHVGqmjpW5zmU40nEZERESkHRk/fjz33HMPM2bMYOXKlRQXFzNgwAB2797N4sWLmTt3LgsWLKi7zWSsYcOG8dxzz3HBBRfQtWtXCgsLKSwsBCA3N5fi4mLuvfdeRowYwdixYxOua+fOnSxZsgSAiooK3n77bWbNmsVpp53G+PHjj/6LtzHqiRcRERFpZ2688UbeeOMNunTpwk033cQ555xDcXExK1euZPbs2Vx88cWNrvvggw/SsWNHLr74YkaOHMmcOXMaLJ80aRJAwhe0Rrz44ouMGTOGMWPGcOGFF/Lwww8zbdo0XnnlFTIy1O8cS0dEREREpB0aO3Zskz3lxcXFFBcXN5g3btw4li5d2ug6zz77LB07dmTKlCkJ1xJ5mJQkTiFeRERERI7asmXLWLVqFffffz/XXnst+fn5qS6pTVOIFxEREZGjdvnll7Nt2zYmTpzI7bffnupy2jyFeBERERE5ahoS07J0YauIiIiISJpRiBcRERERSTMK8SIiIiIiaUYhXkREREQkzSjEi4iIiIikGYV4EREREZE0oxAvIiIiIpJmFOJFRERE2qHS0lKuuOIKCgsLycrKolu3bpx33nnMnz+fUCgEwCOPPIKZNbgH/MyZM3nllVeSXs+BAwf4xS9+wRe/+EXy8vLIyclh6NChTJ8+ndWrVyd9f+lOIV5ERESknbnvvvsYN24cZWVl3HnnnSxatIh58+YxZMgQpk2bxrPPPgvARRddRGlpKX369Klb9/bbb096iN+6dSujRo3irrvu4qKLLuLPf/4zL7zwAjfccAOlpaVMmjQpqftrC/TEVhEREZF25LXXXmPGjBlMnz6dBx54oMGySy+9lBkzZnDgwAEAevToQY8ePY55TVOmTGHr1q288847DB48uG7+2WefzfXXX8/TTz99zGtIN+qJFxEREWlH7rjjDgoKCrjrrrviLj/hhBM49dRTgUOH05gZALNmzcLMMDNmzpzJ3XffTXZ2Njt27GiwLeccgwYNYvLkyY3W884777B48WJ+9KMfNQjwEWbGZZdddiRftU1TT7yIiIhIM42YPyLVJdT58JoPE24bCoUoKSnhsssuIycnp9n7Ki0tZcyYMRQXFzN16lQA+vXrR4cOHbjtttt4+OGHueWWW+rav/TSS6xdu5Z58+Y1us1FixYBcMkllzS7nvZMPfEiIiIi7cTOnTupqKhg4MCBR7T+6NGjAejbty+jR49m9OjR9OvXj4KCAq688krmzJmDc66u/ezZsxk6dChFRUWNbnPjxo0AR1xTe6UQLyIiIiJH7frrr2fNmjUsXrwY8C5WXbhwYV2PvSSXhtOIiIiINFNzhrAcifLycvLy8pK+3W7dupGbm8v69euTvu1Ro0Zx5pln8tBDDzFhwgTmzp1LRkYG11xzzWHX69+/PwDr169nyJAhSa+rrVJPvIiIiEg7kZGRQVFRES+//DJVVVVJ3/60adN4+umn2bx5M3PnzmXSpEkUFBQcdp0JEyYAsHDhwqTX05YpxIuIiIi0I7feeiu7du3i5ptvjrt87dq1LF++vNH1s7KyqKioiLts8uTJ5OXlcdVVV7Fhwwauu+66JusZNWoU5557Lj//+c8bfaiTbjF5KA2nEREREWlHxo8fzz333MOMGTNYuXIlxcXFDBgwgN27d7N48WLmzp3LggUL6m4zGWvYsGE899xzXHDBBXTt2pXCwkIKCwsByM3Npbi4mHvvvZcRI0YwduzYhGr6/e9/z4QJExg5ciTf+973OOuss8jKyuLjjz9m3rx51NTUcOmllybtGLQF6okXERERaWduvPFG3njjDbp06cJNN93EOeecQ3FxMStXrmT27NlcfPHFja774IMP0rFjRy6++GJGjhzJnDlzGiyPPF21ORe09unTh7fffpubb76ZhQsXcvnllzNx4kTuvfdexowZw1/+8pcj+6JtmHriRURERNqhsWPHNtlTXlxcTHFxcYN548aNY+nSpY2u8+yzz9KxY0emTJnSrHo6derEj370I370ox81a732SiFeRERERI7asmXLWLVqFffffz/XXnst+fn5qS6pTVOIFxEREZGjdvnll7Nt2zYmTpzI7bffnupy2jyFeBERERE5auvWrUt1Ce2KLmwVEREREUkzCvEiIiIih+GcS3UJchjt9e+jEC8iIiLSiMM92Ehah4qKCrKzs1NdRotTiBcRERFpRPfu3dm0aRNlZWXU1NS0217f1sY5R01NDWVlZWzatIlu3bqluqQWpwtbRURERBrRuXNnsrOz2bFjB7t27aK2trZF9ltZWUlOTk6L7CtdZWRkkJOTw4ABA9rlsVKIFxERETmMnJwc+vfv36L7LCkp4fTTT2/RfUp60XAaEREREZE0oxAvIiIiIpJmFOJFRERERNKMQryIiIiISJpRiBcRERERSTMK8SIiIiIiaUYhXkREREQkzSjEi4iIiIikGYV4EREREZE0oxAvIiIiIpJmFOJFRERERNKMQryIiIiISJpRiBcRERERSTMK8SIiIiIiaUYhXkREREQkzSjEi4iIiIikGYV4EREREZE0oxAvIiIiIpJmFOJFRERERNKMQryIiIiISJpRiBcRERERSTMK8SIiIiIiaSahEG9mF5jZKjNbbWa3xllebGY7zOx9//Xt5JcqIiIiIiIAGU01MLMg8GvgPGAT8K6ZPeOc+yim6R+dc9OPQY0iIiIiIhIlkZ74UcBq59xnzrlq4Ang0mNbloiIiIiINMacc4dvYPbvwAXOuW/701OAL0X3uptZMfALYAfwCfB959zGONu6FrgWoEePHmc8+eSTSfoasn//fjp16pTqMtoEHcvk0vFMLh3P5NLxTB4dy+TS8Uyus88+e6lz7sxU15FMTQ6nASzOvNjkvxB43DlXZWbXAfOBcw5Zybk5wByAoUOHuqKiouZVK40qKSlBxzM5dCyTS8czuXQ8k0vHM3l0LJNLx1Oakshwmk1A/6jpfsCW6AbOuV3OuSp/8rfAGckpT0REREREYiUS4t8FBpvZ8WaWBXwNeCa6gZn1iZq8BFiZvBJFRERERCRak8NpnHO1ZjYdeBEIAvOccyvM7KfAP5xzzwA3mNklQC1QBhQfw5pFRERERNq1RMbE45x7Hng+Zt5/R33+IfDD5JYmIiIiIiLx6ImtIiIiIiJpRiFeRERERCTNKMSLiIiIiKQZhXgRERERkTSjEC8iIiIikmYU4kVERERE0oxCvIiIiIhImlGIFxERERFJMwrxIiIiIiJpRiFeRERERCTNKMSLiIiIiKQZhXgRERERkTSjEC8iIiIikmYU4kVERERE0oxCvIiIiIhImlGIFxERERFJMwrxIiIiIiJpRiFeRERERCTNKMSLiIiIiKQZhXgRERERkTSjEC8iIiIikmYU4kVERERE0oxCvIiIiIhImlGIFxERERFJMwrxIiIiIiJpRiFeRERERCTNKMSLiIiIiKQZhXgRERERkTSjEC8iIiIikmYU4kVERERE0oxCvIiIiIhImlGIFxERERFJMwrxIiIiIiJpRiFeRERERCTNKMSLiIiIiKQZhXgRERERkTSjEC8iIiIikmYU4kVERERE0oxCvIiIiIhImlGIFxERERFJMwrxIiIiIiJpRiFeRERERCTNKMSLiIiISLthZv3N7M9mttfM9pnZX81swBFs529m5szsZ0fSzsyK/Pmxrz2J7D+juQWLiIiIiKQjM+sAvAJUAdcADvgZ8HczO9U5dyDB7UwGTktSuxuAd6OmaxOpQSFeRERERNqL7wCDgKHOudUAZrYc+BSYCtzT1AbMrAtwL/B9YMHRtgNWOueWJPoFIjScRkRERETai0uAJZEAD+CcWwu8CVya4DbuAlY45x5PUrsjohAvIiIiIu3FcOCfceavAIY1tbKZnQVcDVyfjHa+P5hZyMx2mdmCRMfnaziNiIiIiLQXBcDuOPPLgK6HW9HMMoHZwN3OuVVH2w7YC/wSeBXYB5wO/AgoNbPTnXPbD1ePQryIiIiItCcuzsfcu0cAACAASURBVDxLYL3/AnKBWclo55xbBiyLmvWqmb0GvIN3setPDre+QryIiIiItBe78XrjY3Ulfg89AP4Qlx8D3wayzSw7anG2fxFrOdA3kXbOuVC8/Tjn3jOzT4CRTX0RjYkXERERkfZiBd64+FjDgI8Os94gIAd4DC/sR14AN/mfRzSj3eEY8X8taEA98SIiIiLSXjwD3G1mg5xznwGY2XHAOODWw6z3PnB2nPl/xwvsvwNW42XrRNrFZWZnAkOAJ5v4HgrxIiIiItJu/BaYDjxtZj/B6/H+H2Aj3sWoAJjZV4DFwDedc4865/YAJbEbMzOA9c656GUJtTOzPwBrgfeAPXgXtv4Q2Az8qqkvouE0IiIiItIu+E9kPQf4BPg9EAnS5zjn9kc1NSDIsc3K/8S7b/3DwIvAjcBfgS8553Y2tbJ64kVERESk3XDObQC+2kSbEhK4Y41zLpG72sRt55z7BfCLRNaPRyFeRERERJIrHIZQNYSqIFQL4Rp/ugbCtd57qDr+53CNP68mar3aOPNjPh9ueRukEC8iIiKSrpzzgmptBdRWQW1l1HskRFfH+Rz1qq3yA29Vw8+hGn86TrvY7US3iwRyOaYU4kVERESOVqgGag5CTYX3qgvSlTHB2n+viZ3f8PPwrZtg86+bWMd/b/puhNIGKcSLiIhI2+WcF3brAvbBmM8VMZ+j3qvjzDukvf85yUM2egA0eWljKxfM8l+ZEMj03hv7HMiIapsRs54/He9zINNvG/05sg1/OpABt5+T6qORdArxIiIi0jqEQ1C9H6oPQNV+qC6P+nwgZtp/1S2LzIsTvNt6T3UgEzJyICM76t1/BbO9MJuRXR+qM/x5QX9eRiRsZ0d9jtM2ul3cbUavmwmW0DWfcoQU4kVEROTIhMNecK7cS8f962DjO1BVXh+qo8N2o+E7KpjXVqT6Gx05C0BmR8jMhcwcyMj1gm1mbky4jn6PfjVctmLVaoafdoa/rcbW9T8Hgqn+9pICCvEiIiLtVagGKvdB5R6o2geVe/2X/znevMq9UBU1z+/lHgnwj1R+mcMI+mE6s0PMey5kdaz/fMjyqHZ1Ab1D/PZJ7nnesbsEhhYlbXvS9ijEi4iIpKvaaqgoiwraMa+6EL4vzry9/lCTViark/fK7uQF7Kw87z27U5xl0dORV4eY0J2rnmppkxTiRUREWoOaSi+QH9wFB/33ijL/c/T0rvp51eWprtoLyzmdORAK0LFrbz9w50WF7Mh0p0bCeKf6ZZkdIKCHyYskQiFeREQk2aoPRgXuqNB9uJBec6Dl67QAZOdDTmfIyYecLt7nunmR+Z1j5vtts/O8YSTAuyUlFBUVtfx3EGmnFOJFRESaUlsNB3bA/s9h/3Yo998PbI8fyFvqAk0LQm5X7xU3bHduZJ7/OauT7iAikqYU4kVEpH1yjoya/bBjFezfFhXOt0W9/HkVZce+nkAGdOgGuQXee4euMdMFUdP+K7uzhp+ItFMK8SIi0rY01mseHc7LvfezQlXw5jGoIZjlB+9uXi/5ISG8W30Qj0xn56lXXEQSphAvIiLpIRzyAviejbB3Y8v2mlsAOvaATj2hU2/o1Mv/3BM6dK/vNY+E9KyOCuQickwpxIuISOtQUwF7N8GeDd773o3+tB/a922GcG1SdxkK5BDsUuiH8l714Tyvd8N5HbvrNoUi0qooxIuIyLHnnHfB594NUcF8U8PpgzuTtDPzes3zIiG8t99r3itqnvd6vfQfuqOKiKQlhXgRETl6oRrYtyWqB31jVFD335PxYKEO3aBzf+jcD/L7RoXz3vVDXTp0g6D+701E2jb9r5yIiDQtHPaGs+z6FMrWHjrUpXwruPDR7SOQAfmFfkj3g3oX/73zAO89q0Nyvo+ISJpTiBcRkXoHy2DX6oavnauhbA3UVh7dtrPyokJ5JKQPqJ/O661x5yIiCVKIFxFpb2oqvN70XZ/6QX0N7PQ/H82dXTr1jt973sXvWc/prDu2iIgkiUK8iEhbFA55w112feqF9F2r/aC+xhv+gmv+Njt0h24nQrcT/B70qCEv+X0hIzvpX0NEROJTiJd2xTlHKOyoDoWpqfXevc9hakJhqmrDfLYnROcNu732Ddat+xRnXmNtvX0edjmNbMQgaEZG0AiYEQzUvzICh84Lxk77bTL8z6Ye0LYncseXuh71qKBe9hmEqpq/zYzc+qDefbD/2Z/O7Zr87yAiIkdEIV5aXDjs2F9dS3llLfsqaurfq2qoqA5TXRuiJuQHbD9c1/ifq0Ou7nPd/JCrW6e+XTiqnaOmNkyVP88l0gG55K1jfhxamhl14T8jYAQOd0IQdVKQGQyQGTQyggGyggEygt686M+Zde/evKxggIxAgMwMY/3aGtZlriUzI0CmPy8j4LXNivoc2UZk/djPWRn17drdCUk4DHvWwecfMmD9i/DUE/XDXyr3NH97FoAuA71w3n2wF9AjYT2vEAKBpH8FERFJLoV4abaq2hD7Kmopr6xhX6X/Xjdd0zCc+22ip/dX1SYWpCWpnIOakAMcR9A/e3RWfZTUzWVleCcRkffMDPOng2QFzZsfWRZpd8g6DacjbTKj5mVnxF8/O3Z7GQEykvVrR00l7FgJn38Y9fonVJcDMKg52+rY0w/qJ0b1qJ8IXY+HjKyjr1VEJA2ZWX/gXuA8wIBFwI3OuQ3N3M7fgInALOfcT6Lm9wP+CzgTOA3IBY53zq2LWX+i324Y0BXYAbwFzHTONfl/nArx7VhlTYjP91ayZW8F2/dVsbeixu8RPzSEl1f4Ybyyhurao7yNXIp5vcter292Xe9ufYCrPLCf/M75de2jY1kkozWcZ4dt680/dMWm2oadI+wP/wmFHSHnqA0dOi8chtpwmFAYQuEwobAj7Lx54TCE/PZtSXWt9ytLy5+NNM4ML9z7JxPxgn7sSUAXyhlY+xn9q9bQt/JTeh/8lG4V6wgQSni/4YwO1HYdRKjrCdBtMNb9RDJ6DibY/UQst8sx/MYiIunHzDoAr+D9P8g1eANZfwb83cxOdc4dSHA7k/ECejwnAlcAS4HXgfMbaVfgt/k/vAA/ALgVWGJmI5xz6w9Xg0J8G1UbCrOtvIqteyrYsreSrXsq2Lq3ki17Ktiyt4KteyrZdaA6ZfV1yAqSn5NJXk4G+bn+e04muZnBhj2ifq9qdMjOihlaEduzGhmmkRUMkplhDXpWM4MBgoHD95aWlJRQVDSuhY5Ey3AuTrAPubqAHzkhiJ1XGw5TG/Leq2u94UqRz7XhyJAmb35NbZha/3qD2sjQplCYdes20Kuwb307f7nXLtxgfoM2YW8YVOwQqtpWekLiHFTWhKmsCQO1sUvpb9sZZusZFlhf997XdiW8/Z0un4/CA/nE9eMzV8ha15s14UK20wX2G2yMbr0Ns20NTxqiTyYaTAfrfnU45KQj5leH7AbrB+v/+4tzspIZ0z4zmMRfK0REjtx38H7UHOqcWw1gZsuBT4GpwD1NbcDMuuD15H8fWBCnyWvOuV5+22/TSIh3zj0OPB6z7XeAj4F/B355uDoU4tNQOOzYdaCarXsrvFC+p5J3Pq7iT1veqwvr2/ZVcqyyTkbADgnf9e+Z5OdmeO85GXXT+TmZde065WSQGdSY25ZkZgQNgim4B3dJyTaKik5J2vZC4foThEiPfHXUhcmRC5Wjr6moqq2/PqK6NlS/bsg1WD9yPUX0thvM9+dVHTIdqvvvLYsaBttmhgXW1YX1k209+VaR8Hf8LNybj9xAPgoP9N+P88I6iQdg56DKr7W8mcf4WDHDC/sxJwrRJ+eHnAw0GPZkDU8i6oZR1f+ilhm0Br+wxT2pj/r1raLWUVkTIisYINDECb6ItAmXAEsiAR7AObfWzN4ELiWBEA/cBaxwzj1uZoeEeOeO6sl3kd6dmqYaKsS3Ms459lXUer3le72AHnnf4gf0z/dWUh2K9+9ja7P2FQwYvfKy6dMll96dc+jawQ/hcXrI86OmczOD6k2TlPEuvA2Sk9kKHgpUsdsbr/75csJbl8PnH2I7V2Hh2J74+EKBLPbkDWZnpyHs6DCErR2GsDVnEAdcbt2JQvfaMKP9E4Xq2jDbdu6iY17nuCcT0Z9b4y8W0ScWrWkoFIv+BngdFNG/8GXGnCBkBe3Qef6JQUag4efICUbDz+Zd4B1zMXjdRd2BRrYXqSnqc2ZAJx0iR2g48HSc+SuASU2tbGZnAVfT+FCaZjOzIBAEBgJ3AJ8DTzS1nkJ8iuwor2LFlr18tHUf63ce9EO7F9QPVic+HvZwunfKok/nXAq75MR975mXTYZ6xEWa5hzs2RBzsemHsLf+Gqgm/0vKLYA+p0LvEdDbew92G0y3YAbdgKEJluIN9xrbZLtQuP5XhqpQKG7Qr/bv2tRgujbc8NeKOG3injhE30Wqbln9Lx81odZ/bUZt2FEbDlHRZP9X61B3fU/Au5NT9B2kIick3mf/DlOB+jtKxV3e4HOAzID/HrlDVd10/G2t2Bkie82uuv1H2kTWi9zuNiMYsywQqLtjlkgLKAB2x5lfhndxaaPMLBOYDdztnFuVxJreBs7wP68GznHObW9qJYX4Y8w5x8ayClZs2cuKLfvq3reXH103VH5OBoVdcunTOYc+XXKpKtvKuNOH1YX0Xvk5raOnUiQdhWph24ewvhQ2lMKGJXCgyf89rdf1+AZhnd4jIL+wRZ9WGgwYuVlBcrOCQGaL7fdwok8s4g1bqor6HHuC0Niwp5rahtdMRE4maiJDpUINb1MbmR+ZV1FVQ5hAI79utm6Ra1cqaUW1/2PJEa8aMOrCfeT2tsGAkRkwgv7JSjDqhCDeyULQPyEIBuufkdFgfoN5UcuCDW+tG5mOXTdyslE/HTikfcB/vke8Z3dEzwtEt9fzPFpavB6FRA7+f+HdaWZWcsthCpCPN1b/JuBlMzsr9m42sRTik6g2FGbNjgMNAvtHW/axrzKxn9YjcjOD9OmSQ2Hn+pBe2DmHwi71vegdsxv+6UpKdlH0xX7J/Doi7Uf1Qdj8Dy+sr38LNr0L1fubXi+YBT1Pjgrsp0Kv4ZCT3/S67VDDE4vWwftlowjnnHcxdYNfFlyDB8FFX3wdfXLhXeTt6i7ajpxMxPscewF3vM+JrtfWhB3+yVmqK0md6Od54MJklbx4RA/4C0Qt9z5TtzwYu9yMYAAC1sj8Q+bFWe+Q7dKgrXddlhGw+u0FYtY1/wGHAX/bgaiaA377oPnbCvjbiqo5su2Avy/z20fWjbIbrzc+Vlfi99D7fxsbAPwY+DaQbWbRj6jO9i92LXfONftfsHNupf/xbTN7AViHd5ea6w63nkL8EaqoDvHx5/v8sL6Pj7bs5ePPy72xngnIyQxwcp98hhfmM6RXnhfYu+TQt0sunXMzdTYuciwdLPN72Eu93vat70NT49izO0PhaQ1717sPgWDr6OWWo2NWf+vZDmlwC/3ok46aWkdNuD7w14Zd3Z2fIicYtZE7PoXq7zjVcHnDO0NFr+8ta3pbO3btIi+/iz8syWsXuRDde4+661XY1a3rvbe9k5IjEf08D4CqUPM6ASUhK/DGxccaBhzu3uyDgBzgsTjLbvJfpwPvH01xzrk9ZrYa7zaVh6UQn4C9B2sOGQ6zZsf+hO/+0qVDJsML8xle2Nl/z+f47p2avNWhiCRBZDz7hiWw4S3vfcfHTa+X3xcGjIGBY7z3HifrSabSakSfdNBKTjq8XzXGHNG6zkUCvvcKhaLCfrj+xCE2+NedKIQdoXD9tRf1t8n15tdGpkNRt9Stm45aHnV73cizNxosC9VvM+T85aHYdV3dMzviPc8j7Ly62/rzPFqxZ4C7zWyQc+4zADM7DhiH1/vdmPeBs+PM/ztesP8d3nj2o2JmvYCTgD801VYhPopzjm37vAtO/7m5PrBv3pP4reH6dM5pENaH9+1MYecc9ayLtJRwGLZ/VN/TvmEJ7Nvc9Ho9TvLCeiS4dxlw7GsVEcA7KfEuzk11JakTeZ5HJPyXvPYaY8eedcjzPMJRJwyRV9jVzwvHPhjQXyeyLOSfNIRjthny99+wbfT6NGxb1464+6pv6z+8MGr/zjXcX2R95/x91LWnrpZwbHv/5Kj+wYhR242pK9zwMfG/BaYDT5vZT/B+9vgfvKdtzI40MrOvAIuBbzrnHnXO7QFKYv9ufr5b75wriZn/7/7HyAWrF5rZDmCHc+5Vv81TwHvAcmAfMATv3vO1NHGPeGjHId45x7pdB/nn5obj1xN9AJIZHN+9Y8PAXtiZgo6tpEtEpL2orYIty7yx7BuWwMYlULn38OsEMqDw9PrQPmA0dIg3RFJEpGXUP8/D6/TLzTA6d9BwvWSxn3vvzrkDZnYO3sOafo93Qeti4EbnXPTFUIZ328cj/Qn2TzHT/+e/vwoU+Z+X4D3Z9Qd4v6ltxDtR+EVTF7VCOwvx1bVh3l67i0UfbWPRyu0J97BnBQMM6d2J4X06M7yvF9hP6p1/yMWlItICKvfCxnfqQ/vmpRBq4m5PWZ2g/6j60N73DMjq0DL1iohIq+Kc2wB8tYk2JSRwxxrnXNw2jc2PaXMncGdT7RrT5lPo7gPV/H3Vdhav3M6rn+xgf9XhLxLplJ3BsD75DIvqXT+xZyeyMjQWViQlyj+H9W/6d44phW3/JP7dwaJ07Fk/ln3AGOh1CgTb/P/ciYhIO9Im/1/tsx37WbTS623/x7qyRi9AzcvJ4IsDuja46HRAQQc9cEIklcJh2LoMPnkRPvkbbP2g6XUKTmh4EWrBoBa9J7uIiEhLaxMhvjYUZun63Sz+eDuLPtrGZzsPNNp2QEEHJpzciwnDejLyuALvyn4RSa3qA/BZCax6AT59CfZva7ytBbzbPEZCe//RkNerxUoVERFpDdI2xJdX1vDaJztZvHIbr6zazp6D8Z+TbQZfHNCVc0/uyXkn9+LEnp10pxiR1mDPhvre9rWvNz6uPZAJ/b8EA8d6F6D2HwXZeS1bq4iISCuTViF+0+6DLF65nUUrt7Hks12NPrEuNzPI+CHdOffkXpxzUk+6d8qO205EWlA45F2E+snfYNXfYPuKxtt26AaDz4chF8AJ5+gJqCIiIjFadYgPhx0fbt7LopXbePmjbXz8eXmjbXvlZ3vDZE7uxZgTupGT2Y5vNivSWlTuo8f2N+GpP3rDZA7ubLxtz+EwZCIMvdC7e0xA/w2LiIg0ptWF+IrqEG+u3snij70LU3eUN37ruOGF+XXB/ZS++RomI9IalK31h8m8AOveZHg4/lA3gllw/Hivt33IRD1cSUREpBlaRYjfXl7JK/4wmTdW76SyJhy3XVYwwJgTujFhWC/OPaknhV1yW7hSETlEqBY2vVM/TGbnqsbbduzpBfYhF8CgIsju1FJVioiItCkpC/HVYXjwlU95eeV2Pti4p9F2BR2zOHtoT84b1pOzBvegkx6wJJJ6FXtg9SKvx331y1Cxu9Gm5Z0GkXfGJC+89zkdArojlIiIyNFKKBGb2QXA/XiPn53rnLujkXb/jveY2ZHOuX8cbptb9oe5+6VP4i47sWenurvJnD6ga90jiEUkhXau9obIfPKi97RUF4rfLiPH62UfMhEGT2Tpsk8pKipqwUJFRETaviZDvJkFgV8D5wGbgHfN7Bnn3Ecx7fKAG4C3m1tEMGCMPK5r3fj247p3bO4mRCTZQrWw4S1viMwnf4OyNY23zSusHyZz/HjI6hC18NNjXqqIiEh7k0hP/ChgtXPuMwAzewK4FPgopt3/AHcBNyWy4wDwr6f24bxhvfjKkB506ZCVeNUicuxsXwnLHoPlT8KB7Y2363tG/UWpvU/VE1JFRERakDkX/17rdQ28ITIXOOe+7U9PAb7knJse1eZ04CfOua+aWQlwU7zhNGZ2LXAtQI8ePc948sk/Ju2LtHf79++nUyddJJgM7fFYZtTsp+f21+j9+Svkl8fvOQ8FcigrOI1d3UZRVnAG1dldE9p2ezyex5KOZ3LpeCaPjmVy6Xgm19lnn73UOXdmqutIpkR64uN1r9UlfzMLAPcCxU1tyDk3B5gDMHToUKdxsslTUlKiccdJ0m6OZTgEa/4O7z8GHz8HoepD23TqDSdfDEMvIDjwLHpk5tCjmbtpN8ezheh4JpeOZ/LoWCaXjqc0JZEQvwnoHzXdD9gSNZ0HnAKU+Pdp7w08Y2aXNHVxq4ikwM5P4f0/wAdPQPnWQ5cHs+Cki+ALX4dBZ0NQd4QSERFpbRL5f+d3gcFmdjywGfgacFVkoXNuL9A9Mn244TQikiKVe+Gff4X3F3j3dI+n8HQvuJ/yVehQ0LL1iYiISLM0GeKdc7VmNh14Ee8Wk/OccyvM7KfAP5xzzxzrIkXkCITDsPZVr9d95UKorTy0TccecOqVXnjvNazlaxQREZEjktDv5M6554HnY+b9dyNti46+LBE5YrvWwAePw/uPw75Nhy4PZHh3lTn9P+DECRDMbPkaRURE5KhosKtIW1BVDiv+nzdcZsNb8dv0HuH1uI+YBB27x28jIiIiaUEhXiRdhcOw/k1vuMxHT0PNwUPb5Bb4w2Wugj6ntnyNIiIickwoxIukm93r/eEyC2DP+kOXWxAGn+8F9yEXQIYepCYiItLWKMSLpIPqA/DRM16v+7rX47fpcTKc/nUYcQXk9WrZ+kRERKRFKcSLtFbOwYYlXnBf8f+guvzQNjmdvTHuX/i6d4tIi/dsNhEREWlrFOJFWpuDZbD0YVj2GJR9duhyC8AJ53rDZYb+C2TmtHyNIiIiklIK8SKtRfk2KH0Q/jEPqvcfurzbYG+4zKlXQn5hy9cnIiIirUbKQnyVq0rVrkVal93r4a0H4L3fQyjmv4vsfDjl3+AL/wH9ztRwGREREQFSGOK31Wxjxc4VDO8+PFUliKTWjlXwxr2w/ElwoYbLepwM4/4Thl8GmbmpqU9ERERarZQOp7n/vfuZc/6cVJYg0vK2LIPXfwkrnwVcw2WFX4TxN8GQCyEQSEl5IiIi0vqlNMSXbi3lna3vMKrPqFSWIXLsOQfr3/LC+5rFhy4/7steeD/+KxoyIyIiIk1K+YWt9y+7n8d6P4YpuEhb5Bx8+rIX3jcuOXT5kAvhyzOgv05kRUREJHEpC/GGF9qX71hOycYSzh5wdqpKEUm+cAhWPuOF988/bLjMAjD83+Cs70PvU1JTn4iIiKS1lIX4TsFOdZ8fWPYA4/uNJxgIpqockeSorYYPn/QuWN21uuGyQCZ8YTKMuxG6nZCa+kRERKRNSFmI7xzsTG5GLhW1Fazes5oX1r3Avw7611SVI3J0airgvUfhzQdg36aGyzJy4cxvwJjp0LlvauoTERGRNiVlIT5AgKuHXc3s5bMB+PWyXzNx4EQyg5mpKkmk+Sr3wru/gyX/Bwd2NFyW3RlGfQdGT4OO3VNTn4iIiLRJKb2w9Zrh1/DEqifYW7WXTfs38ddP/8qVJ12ZypJEEnNgJyz5DbzzW6ja23BZh+4w5rsw8luQ0zk19YmIiEibltIbUedl5fGtU75VNz17+WwqaitSWJFIE/Zuhr/9EO4bAa/f3TDA5/eDC++CGz/07jijAC8iIiLHSMqfJjP5pMn0zO0JwI6KHTz+8eMprkgkjl1r4Jnvwf2neUNnag7WL+t2Ilz6a7hhGXxpKmR1SF2dIiIi0i6kPMTnZOQw9bSpddO/+/B37Kvel8KKRKJ8/k/48zfhwTO9C1fDNfXLeo+ASY/Ad9+B0/8DMrJSVqaIiIi0LykP8QCXD76c/nn9AdhXvY/5K+anuCJp9za+Cwu+Bg+Ng3/+BVy4fln/L8FVf4Kpr8Pwy0G3RhUREZEW1ipCfGYgk+9+4bt107//6PfsrNiZwoqk3dqwhNPe/wn8bgJ88kLDZSecC8XPwzdfhCHng54yLCIiIinSKkI8wIXHX8jgroMBqKitYO6Hc1NckbQr+3fAU9Ng3kS67ol5wurJF8O1JTDlr3DcOIV3ERERSblWE+IDFuCG02+om35y1ZNs2b8lhRVJuxAOebeJfPAM+GBB/XwLwmmT4fq34crHoPD01NUoIiIiEqPVhHiAr/T7Cqf1OA2AmnANv/ngNymuSNq0TUvht+fA8zd5D23y7eg+Bm54Dy5/CHqelMICRUREROJrVSHezPjPL/5n3fQza57hsz2fpbAiaZMOlsHC/4S558LW9+vnFwyCr/+FFafcCl2PS1l5IiIiIk1pVSEeYGTvkYwtHAtA2IV58P0HU1yRtBnhMCydD786A5Y+AjhvfkYOnP1jmFYKgyekskIRERGRhLS6EA9wwxfrx8a/vP5lVuxckcJqpE3Y+gHMOx8W3gAVZfXzh1wA1y+Br9wCmTmpq09ERESkGVpliB/ebTjnDTyvbvqBZQ+ksBpJa5V74flbYE4RbHq3fn7nAfC1x+GqP0LB8SkrT0RERORItMoQDzD9C9MJmFfeW1ve4t3P321iDZEozsEHf4RfnQnvzK5/WFMwC758E3z3bTjpX1Jbo4iIiMgRarUhflCXQVxywiV10/e/dz/OuRRWJGlj+0p45F/hqWvhwPb6+YPO9sa9n3sbZHVIXX0iIiIiR6nVhniAaadNIzOQCcAHOz7g1U2vprgiadWqyuHFH8NDZ8H6N+rn5xXCpEdgylPQ/cSUlSciIiKSLK06xBd2KuSKoVfUTT+w7AHCkWERIhHOwT//Cg+OgtIHIVzrzQ9kwNjvwfR3YPjletKqiIiItBmtOsQDfGfEd8jNyAXg092f8sLaF1JckbQqOz+F318Of/4GlEc94XfgOLjuDTj/Z5Cdl7r6RERERI6BVh/iu+V2Y8qwKXXTv37/19SEa1JYkbQK1Qdh8U/h/8bAZ3+vn9+xJ1w+B4qfg54np64+ERERkWOo1Yd4gGuGX0N+Vj4AG8s38tSnT6W4Ikmpj5+HX38JUI2a5QAAIABJREFUXv8lRE7oLACjpsL0d+G0KzV0RkRERNq0tAjx+Vn5fGvEt+qmH/rgISprK1NYkaRE2VpYcCU8MRn2bqif328kXFsC/3IX5HZJVXUiIiIiLSYtQjzA5JMm0yO3BwA7Knb8/+zdd3xUVf7/8feZkkZIKCHShQCLNEVQVBQFsaBSdG2LdXVFLCyW3XVta0Vhd227ij9x9WtXsCGiqICCUkQFRAEp0jtIC0lIm5nz+2OSSQKBBJjk5k5ez8djHjPn3DNzP3NFfc/lnHv1ztJ3HK4I1aYwT5r+T+n5k6Xln5f0JzaQBj4rXT9ZanKcc/UBAABUM9eE+ERfooYeOzTSfnnRy8oqyHKwIlSLX6dK/+8UafrjUuRvX4zU/Y/Sn+dJ3a6RPK75YwwAABAVrko/v2/3ezVPbi5JyszP1KuLX3W2IFSdzA3SuKukty6Wdq4q6W9ynHTDl9KA/0hJDZyrDwAAwEGuCvF+r1+3Hn9rpP3GL29oR+4OBytC1AUKpJlPS8+dKC2ZWNKfkCqd/4Q0ZJrUvLtz9QEAANQArgrxknReq/PUtl74rpu5gVy9tPAlhytC1Kz+Jny31akPSYV7S/qPu0IaNk/qMUTyeB0rDwAAoKZwXYj3erwafvzwSHvcsnHalL3pIO9AjRcMSJP/Ib02QNq+rKQ/vZN03efSRf9PSm7kXH0AAAA1jOtCvCT1btFbxzUKX42kMFSoF356weGKcNiytoTD++z/lvTFJUvnPi4N/Vo6+hTnagMAAKihXBnijTG6rdttkfaElRO0KnPVQd6BGmnNTOmFXtK62SV97c6Rhs2VTrlV8vqdqw0AAKAGc2WIl6QTG5+oU5qEz9KGbEjP/ficwxWh0qwNL159bYCUsy3cZzzSmf+QBo+TUpo4Wx8AAEAN59oQL6nM2fgpa6do8Y7FDlaDSsndLY29Irx41YbCfUlp0tXjpdP/yjXfAQAAKsHVialTWiedffTZkfaz8591sBpUaPNP0otnSMsmlfS1OEm6aYaU0dupqgAAAFzH1SFekoZ1HSaPCX+NWZtm6YctPzhcEco1/3XppbOlXWtK+k6+Vfrjp1JKU8fKAgAAcCPXh/iMehkakDEg0v7v/P/KWutgRSijMFf66Fbp4z9LwfxwX1xd6dLXpH6Ps3gVAADgMLg+xEvSLV1vkc/jkyQt+G2BvtnwjcMVQZK0Y2X47PuCN0v60jtKN06XOl3oVFUAAACuFxMhvmlyU132u8si7f/++F+FihdNwhlLPpFe7C1tXVjSd+wfpBumSmltHSsLAAAgFsREiJekIccOUaIvUZK0fNdyfb76c4crqqWK77467kopf0+4zxsn9X9auugFKa6Os/UBAADEgJgJ8WmJabqqw1WR9nMLnlNhqNDBimqhrC3S6wPL3n01taV0/RfSCddLxjhXGwAAQAyJmRAvSX/s/EelxKVIktZnrdf4X8c7XFEtUnz31bWzSvranSMN/Vpq1s25ugAAAGJQTIX4lLgUXd/5+kh7zE9jlBfIc7CiWsBaaeYz0msD97n76v3hu68mNXC2PgAAgBgUUyFekq7ocIXSEtMkSdtyt2ns0rEOVxTDcndLY6+Upj4o2WC4L3L31b9x91UAAIAqEnMpK9GXqKHHDo20X1r0krIKshysKEZt/jl89Zlln5b0cfdVAACAahFzIV6SLm53sZolN5MkZeZn6rXFrzlcUYyZ/4b08tnSrtUlfSffwt1XAQAAqklMhni/169bu94aab/+y+vakbvDwYpiRGGuNOFW6eNhUvFag7hk6dJXpX4jufsqAABANYnJEC9J57c+X23rhW8qlBvI1UsLX3K4IpfbuSp89v3HUndfbdSh6O6rFzlVFQAAQK0UsyHe6/Hqz8f/OdIet2ycNmdvdrAiF1v6qTSmt7Sl9N1XL5eGfCmltXOsLAAAgNoqZkO8JPVp0UfHNjpWklQYKtQLP7/gcEUuEwxIUx6Qxl4h5WeG+7xx0gVPSReN4e6rAAAADonpEG+M0W3H3xZpf7TiI63OXH2QdyAia6v0+iBp1n9K+orvvnrin7j7KgAAgINiOsRLUo8mPXRyk5MlSSEb0nM/PudwRS6wZpY0ppe0dmZJX9uzufsqAABADRHzIV6SbutWcjZ+8trJ+mXHLw5WU4NZGz7z/toAKXtrUaeR+twvXfEud18FAACoIWpFiO+c1llntTwr0v7vj/91sJoaKne3NO6q8Bz4fe++egZ3XwUAAKhJak0yG3b8MHlM+OvO2jhLc7fMdbiiGmTLovDdV5d+UtLXvIc09BupTR/HygIAAED5ak2Ib1Ovjfpn9I+0/zP/P7LWOlhRDbH+B+mV88reffWkm8N3X01t5lxdAAAAOKBaE+Il6Zaut8jn8UmSFvy2QDM2znC4Ioet/VZ64yIpf0+4XXz31fNGSb44R0sDAADAgdWqEN8suZku/d2lkfZ/5/9XIRtysCIHrZkpvXmxVJAVbic1DF8+kruvAgAA1Hi1KsRL0o3H3qhEX6IkadmuZfp89ecOV+SAVdOlNy+RCnPC7Trp4ekzjTs7WhYAAAAqp9aF+LTENF3V4apI+9kfn1VuINfBiqrZiqnS25dLxd85uXE4wKd3cLYuAAAAVFqtC/GS9MfOf1RKXIokaUP2Bj0972mHK6omy7+Q3hksBfLC7ZRm0nWTpEa/c7YuAAAAHJJaGeJT4lL01xP+Gmm/s/Qdzdo4y8GKqsHST6WxV0rBgnA7tUX4DHzDNs7WBQAAgENWK0O8JF3Y9kL1aVFyDfR/zPqHMvMzHayoCv0yQXr3GilUGG7XOzp8Br5Ba2frAgAAwGGptSHeGKMHT3lQDRIaSJJ+y/1Nj855NPauHb/oA+m966RQINxukBEO8PVaOlsXAAAADlutDfGS1DCxoR7u+XCk/cWaLzRp9SQHK4qyn8ZJH9wg2WC43bBd0U2cmjtbFwAAAI5IrQ7xktS7RW9d3O7iSPux7x7TlpwtDlYUJT++JY0fKhVfB7/RMeEAn9LU2boAAABwxGp9iJekv534NzVLbiZJyirI0v2z7nf3TaDmvSpNuFVS0dSg9E7StZ9IdY9ysioAAABECSFeUh1/HY3sNVIeEz4c323+Tm8vedvhqg7T9/+TJt6mSIBv3EW6dqKU3MjRsgAAABA9hPgix6cfr+s7Xx9pPzP/Ga3cvdLBig7DnBekSSWXzlSTrtI1H0t1GjpXEwAAAKKOEF/KLcfdomMaHCNJyg/m654Z96gwWOhwVZXTfP1H0ud/L+lodoJ0zQQpqYFzRQEAAKBKEOJL8Xv9evy0xxXniZMkLdm5RC/8/ILDVVXCjCfVduUrJe0WJ0lXj5cS6zlXEwAAAKoMIX4f7eq30/BuwyPtlxa+pAXbFjhYUQWm/1P68pGS9tGnSld9KCWkOFcTAAAAqhQhvhxXd7xaPRr3kCSFbEj3zrxXewv3OlzVPqyVvhohTX+8pK/16dKV70nxyc7VBQAAgCpHiC+Hx3g04tQRSvaHw/D6rPV6Yu4TDldVirXS1Iekb/4d6dpZv6s0eJwUV8e5ugAAAFAtCPEH0CS5ie496d5I+73l7+mbDd84WFERa6XJ90uzninpa3eOFnW+T4pLcq4uAAAAVBtC/EH0z+ivs48+O9J+YNYD2pW3y7mCrJU+v1v69rmSvvbnS5e/qZA3zrm6AAAAUK0I8QdhjNEDJz+gtMQ0SdKOvB16+NuHZa2t/mJCIenTv0jflbpaTocB0qWvSb746q8HAAAAjiHEV6BeQj090rPk6i9frvtSH6/8uHqLCIWkT26T5r5c0tfpIumSVyQfZ+ABAABqG0J8JfRq3kuX/e6ySHvk9yO1MXtj9ew8FJQm3CrNf72kr8ul0u9fkrz+6qkBAAAANQohvpL+csJf1LJuS0lSTmGO7p95v0I2VLU7DQak8UOln94u6TvuCumiMZLXV7X7BgAAQI1FiK+kJH+SHu/1uDwmfMjmbp2rN355o+p2GCyUPrxBWvheSV+3a6RBoyWPt+r2CwAAgBqPEH8Ijmt0nIZ0GRJp/2f+f7R81/Lo7yhQIL1/nbR4fEnfCX+S+v9H8vCPDAAAoLYjER6ioccNVceGHSVJhaFC3TPjHhUEC6K3g0C+9N610pKJJX09hkoXPEmABwAAgCRC/CHze/wa2Wuk4r3hyzou37VcoxeMjs6HF+ZJ466Slk0q6TtlmHTePyVjorMPAAAAuB4h/jBkpGboju53RNqvLHpF87bOO7IPLcyVxg6Wfp1c0nfaHdI5IwjwAAAAKIMQf5gGHzNYJzc5WZJkZXXfzPuUXZB9eB9WkCO9fZm08quSvtPvkvo+SIAHAADAfioV4o0x/Ywxy4wxK4wxd5ez/SZjzEJjzAJjzExjTMfol1qzeIxHj576qOrG1ZUkbczeqH/98K9D/6D8LOmtS6XV35T09blPOvM+AjwAAADKVWGIN8Z4JY2WdJ6kjpIGlxPS37bWdrHWdpX0L0lPRb3SGqhxnca6/6T7I+3xK8brq3VfHeQd+8jPlt68RFo7q6Sv74PSGXdFsUoAAADEmsqcie8haYW1dpW1tkDSWEmDSg+w1u4p1awjyUavxJrt/IzzdV6r8yLth799WNtzt1f8Rmulj26W1s8p6TtnhNTrziqoEgAAALGkMiG+maT1pdobivrKMMbcaoxZqfCZ+OHRKc8d7jv5PqUnpUuSdubt1MOzH5a1FfyOmfGktOTjkna/UVLPP1dhlQAAAIgVpqKwaYy5VNK51tobitpXS+phrS03cRpjrigaf205226UdKMkNWrUqPu77757hOXXHEtzl2r0tpJLTQ5uMFg96/Ysd2yDHfPUZeGjMkV/YbGhWX+taDek3LGVlZ2dreTk5CP6DIRxLKOL4xldHM/o4nhGD8cyujie0dWnT5951toTnK4jmioT4k+R9JC19tyi9j2SZK0deYDxHkm7rLWpB/vc9u3b22XLlh1W0TXVyO9G6u2lb0uSEn2J+mDAB2qR0qLsoB0rpf/1kfIyw+2jT5Ou+Ujy+o9o39OnT1fv3r2P6DMQxrGMLo5ndHE8o4vjGT0cy+jieEaXMSbmQnxlptP8IKmdMaa1MSZO0h8kfVx6gDGmXanmBZJ+jV6J7nF799vVKqWVJCk3kKv7Zt2nYChYMiA/Sxp7ZUmAT2kuXfrqEQd4AAAA1C4VhnhrbUDSMElfSFoi6V1r7WJjzCPGmIFFw4YZYxYbYxZIulPSflNpaoNEX6JG9Roln/FJkn7c9qNeWfxKeKO10ke3SL8tCbe98dLlb0jJjRyqFgAAAG7lq8wga+0kSZP26Xug1OvbolyXa3VK66Shxw3V6AXh+fGjF4zWqU1PVYfFn5ZdyDrgP1Kzbg5VCQAAADfjjq1V4IYuN+jYtGMlSYFQQPd8+WflTxtRMuCkm6Sugx2qDgAAAG5HiK8CPo9Pj532mBJ9iZKklblb9d/6Ret8jz4tfD14AAAA4DAR4qtIq9RW+stxt0bar6em6PsGLGQFAADAkSPEVxVrddmiKTp1b26k6770NGXFJThYFAAAAGIBIb6qzHhSZulEPbp9h1KD4ctMbsnfqZHflXt5fQAAAKDSCPFVYflk6avwvPdGwZAeqF9yb4GJqyZq8prJTlUGAACAGECIj7YdK6UPbpBUdCfco0/TOQNf1oCMAZEhj8x5RL/t/c2Z+gAAAOB6hPhoys+Sxl4h5e9/R9Z7TrpHjes0liRl5mfqgdkPyFrrXK0AAABwLUJ8tETuyLo03N7njqx14+rqsVMfiwyfuXGm3lv+nhOVAgAAwOUI8dEy48kK78jao0kPXd3x6kj7iblPaE3mmmoqEAAAALGCEB8NpRaySjroHVlv63ab2qS2kSTlBnJ178x7FQgFqqNKAAAAxAhC/JEqZyHrwe7IGu+N18heI+Xz+CRJC7cv1EsLX6qGQgEAABArCPFH4iALWQ+mQ8MOurVryd1cX/jpBS3YtqAKCwUAAEAsIcQfLmulj24+4ELWilzX6Tp1bdRVkhS0QQ37aphW7l5ZVdUCAAAghhDiD9eMJ6UlE0va5SxkPRivx6uRvUaqQUIDSeHLTg6dMlSbszdHu1IAAADEGEL84TiEhawH07xucz3f93kl+ZIkSVv3btWNU27Urrxd0aoUAAAAMYgQf6gOcSFrRTqlddJ/zvyP/J7wPPo1e9bolqm3aG/h3igUCwAAgFhEiD8Uh7mQtSInNzlZI3uNlJGRJC3asUi3T7tdhcHCIywYAAAAsYgQX1nlLWT9w5uVXshakXNbnav7T74/0v5287e6d+a9CtlQVD4fAAAAsYMQX1nlLWRtenxUd3FZ+8vKXHry8zWfa9T3o2Stjep+AAAA4G6E+MqI0kLWyhh67FANPqbks99Z+o7G/DymSvYFAAAAdyLEVyTKC1krYozR3T3u1nmtzov0jV4wWu8ue7fK9gkAAAB3IcQfTBUtZK2Ix3j02GmPqWfTnpG+EXNGaPKayVW6XwAAALgDIf5Aqngha0X8Xr+e7v20uqR1CZcjq7tn3K05m+dUy/4BAABQcxHiD2TGE1W+kLUiSf4kje47Wq1SWkmSCkOFuu2r27R4x+JqrQMAAAA1CyG+PMsnS189VtKuwoWsFamfUF8vnv2i0pPSJUl7A3t1y9RbtCZzjSP1AAAAwHmE+H1V80LWymiS3EQvnv2iUuJSJEk783Zq6JSh2pqz1dG6AAAA4AxCfGkOLWStjDb12mh039FK9CVKkjblbNJNU29SZnGtAAAAqDUI8cUcXshaGV3Tu+rJM56Uz/gkSSt2r9CwL4cpN5DrcGUAAACoToT4YjVgIWtl9GreS4+e9mikveC3Bfrr139V0AYdrAoAAADVyed0ATXC8i9qzELWyuif0V+783brnz/8U5L0zYZvlFsnV31sH3kMv8sAAABiHYlvx0rpgyGqSQtZK+OqjldpSJchkfYPOT/oyblPylrrYFUAAACoDrU7xNfghayV8efj/6yL210cab/+y+t6ZfErDlYEAACA6lB7Q7wLFrJWxBijf5z8D53V8qxI39Pzntb4X8c7WBUAAACqWu0N8TOfcsVC1op4PV6NOn2U2sW3i/Q99O1DmrZumoNVAQAAoCrVzhC/bYk07fGSdg1fyFqReG+8hqQPUYcGHSRJIRvS3775m+ZumetwZQAAAKgKtS/Eh0LSxNulUCDcbt7DFQtZK5LoSdTzZz2vFnVbSJLyg/ka/tVwLdu5zOHKAAAAEG21L8TPf01aPyf82uOXBj7rmoWsFUlLTNOYs8coLTFNkpRVmKWbpt6k9VnrHa4MAAAA0VS7QnzWVmnqgyXtU2+T0o9xrp4q0KJuC71w1guq668rSdqeu11DpwzV9tztDlcGAACAaKldIf6Le6W8ostJNsiQTv+rs/VUkfYN2uvZvs8q3hsvSVqftV43T71ZWQVZDlcGAACAaKg9If7XqdKi90vaFzwl+ROdq6eKdT+qu/59+r/lNV5J0tKdSzX8q+HKD+Y7XBkAAACOVO0I8QV7pU/vLGkfe7nUpo9z9VSTPi376MFTSqYPzd06V3d9fZcCxYt6AQAA4Eq1I8R/8y9p99rw64R60jmPOVtPNbqo3UW6o/sdkfZX67/SiDkjZK11sCoAAAAcidgP8VsXS7OfLWmf86ir7soaDdd1uk7Xdrw20v7g1w/07I/PHuQdAAAAqMliO8Tve034lj2lrlc5W5MDjDG684Q7NbDNwEjf/xb+T2/88oaDVQEAAOBwxXaIn/eKtOH78GuPXxrwjOSJ7a98IB7j0UM9H9LpzU+P9P3rh3/pk1WfOFgVAAAADkfsJtqsLdLUh0vap90hNWrvXD01gN/j1xNnPKGujbpG+v4x8x+asWGGg1UBAADgUMVuiP/8Him/1DXhe/3F2XpqiERfop7r+5za1msrSQrYgO6cfqcWbFvgcGUAAACorNgM8b9OkRZ/WNLu/7TkT3CunhomNT5VY84eo6Z1mkqS8oJ5uvXLW7Vi1wqHKwMAAEBlxF6IL8iRPil1TfjjBksZvZ2qpsZKT0rXmLPHqEFCA0nSnoI9uv6L6zVv6zyHKwMAAEBFYi/Ef/1PKXNd+HVifemcEc7WU4O1Sm2l5896Xkm+JEnSrvxdumHyDRr/63iHKwMAAMDBxFaI37JImv1cSfucEVKdNOfqcYFODTuVOSMfCAX0wOwH9O8f/q1gKOhwdQAAAChP7IT4UFCaeJtki4Ln0adJXa90tiaX6JreVWMvGKv29Uuu3vP6L6/r1q9uVVZBloOVAQAAoDyxE+Ln/p+0cW74tTcuvJjVGGdrcpEmyU30+nmvq2/LvpG+WRtn6apJV2ndnnUOVgYAAIB9xUaI37NZ+vKRkvZpd0qNfudcPS6V5E/SU72f0pAuQyJ9qzJX6YpJV+j7zd87WBkAAABKi40Q//nfpfw94dcN24Zv7ITD4jEeDe82XKN6jVKcJ06SlJmfqaFThurdZe86XB0AAACkWAjxyz6XfplQ0uaa8FFxQcYFerXfq0pLDC8MDtiAHp3zqB7/7nEFQgGHqwMAAKjd3B3iC3KkSX8taXe9Ump9unP1xJgujbronQveUceGHSN97yx9RzdPvVmZxXfDBQAAQLVzd4ifPlLKXB9+ndhAOvtRZ+uJQY3rNNar/V7VOUefE+mbs3mOrpx0pVZnrnawMgAAgNrLvSF+88/St8+XtM99TKrT0Ll6YliiL1FPnPGEbjnulkjf2j1rdeWkKzV702wHKwMAAKid3Bni970mfKte0nGDna0pxhljdHPXm/XEGU8owRtec5BVkKVbpt6it5a8JWutwxUCAADUHu4M8T+8LG2aH37tjZP6P8M14avJua3O1avnvar0pHRJUtAGNer7UXp0zqMqDBU6XB0AAEDt4L4Qv2dT2WvC9/qrlNbWuXpqoU4NO2nsBWPVJa1LpO+95e9p6JSh2p2328HKAAAAagf3hfjP7pIKssKvG7aTTrvd2XpqqUZJjfR/5/6fzm99fqTvhy0/aPCng7Vy90oHKwMAAIh97grxSydJSyaWtAc8I/ninaunlkvwJWhUr1EafvzwSN+G7A26atJVmrFhhoOVAQAAxDb3hPj8bGnS30rax18ltTrNuXogKbzgdcixQ/RM72eU6EuUJGUXZmvYV8P02uLXWPAKAABQBdwT4qePlPZsCL9Oasg14WuYvkf31RvnvaHGdRpLkkI2pCfmPqEHZz+ogmCBw9UBAADEFneE+E0LpDmlrwn/uJTUwLl6UK72DdrrnQveUddGXSN941eM15DJQ7Qzb6eDlQEAAMSWmh/iI9eED4Xbrc+Qjr3c2ZpwQGmJaXr53Jc1sM3ASN/8bfM1+JPBWr5ruYOVAQAAxI6aH+K//5+0eUH4tTde6v8014Sv4eK8cRpx6gjd2f1OGYX/WW3K2aSrJ12taeumOVwdAACA+9XsEJ+5Qfqq1Nz30/8mNWzjXD2oNGOMrut8nZ4981kl+ZIkSXsDe3XbtNv08sKXWfAKAABwBGp2iP/s71JBdvh1Wnvp1OEHH48a54wWZ+jN899Us+RmkiQrq2fmP6P7Zt6n/GC+w9UBAAC4U80N8Us+kZZ+UtLmmvCu1a5+O719wdvqlt4t0jdx1URd/8X12p673cHKAAAA3Klmhvj8rPCdWYt1u0Y6uqdz9eCINUhooJfOeUm/b/f7SN/Pv/2swZ8O1pIdSxysDAAAwH1qZoj/6jFpz8bw66Q06ayHna0HUeH3+vXQKQ/prhPvkseE/+htydmiaz+/VlPXTnW4OgAAAPeoeSF+43zp+zEl7X4juSZ8DDHG6OqOV2t039FK9idLknIDubpj+h0a89MYFrwCAABUQs0K8cGA9MntJdeEz+gjdbnU2ZpQJU5rdpreOv8ttajbItL33ILndNc3dymrIMvBygAAAGq+mhXiv39R2vxT+LUvQer/FNeEj2EZ9TL09vlvq0fjHpG+z9d8rgs/ulBT107lrDwAAMAB1JwQv3u99NWIkvbpf5MaZDhXD6pFvYR6euHsF3TZ7y6L9G3L3aY7pt+h4dOGa0vOFgerAwAAqJlqRoi3Vpr0N6kwJ9xudIzUk2vC1xZ+j1//OOUf+vcZ/1bDhIaR/unrp2vQR4P01pK3FAwFHawQAACgZqkZIX7pJ9Lyz0ra/Z+RfHHO1QNH9GvVTxMunKBLfndJpG9vYK9GfT9KV026Sst2LnOwOgAAgJrD+RCft0eaVOqa8N3/KB19imPlwFmp8al68JQH9Vq/15SRWjKdatGORbr8k8v11NynlBvIdbBCAAAA5zkf4r8aIWVtCr+u00g66yEnq0EN0e2obnpvwHu6teut8nv8kqSgDeqVxa/oogkXadbGWQ5XCAAA4BxnQ/zGeeEr0hTrN0pKrO9cPahR4rxxuum4m/ThwA91YuMTI/0bszfqpqk36a5v7tL23O0OVggAAOAMZ0P8xNskFV1GsM2ZUueLHS0HNVOr1FZ6+ZyX9UjPR5Qanxrp/2z1Zxr00SB9+OuHXI4SAADUKo6F+LiC3dKWheGGL0G6gGvC48CMMbqo3UWaMGiCLsi4INK/p2CPHpz9oK774jqtylzlYIUAAADVx7EQH1+ws6Rxxt+lBq2dKgUu0jCxoUb1GqUxZ41Rs+Rmkf55W+fpko8v0f9b8P9UECxwsEIAAICq59x0GhsKP6d3lHr+2bEy4E49m/XU+EHjdX3n6+U1XklSYahQz//0vC6ZeInmbpnrcIUAAABVx/mr0/R/RvL6na4CLpToS9Qd3e/QuP7j1CWtS6R/deZqXffFdXpo9kPKzM90sEIAAICq4WyIP+F6qeVJjpYA92vfoL3eOO8N3dPjHtXx14n0f/DrBxr40UB9tvozFr4CAICY4liItx6/1PdBp3aPGOP1eHVFhyv00aCP1LffV/zmAAAgAElEQVRl30j/zryduuubu3TzlzdrQ9YGBysEAACIHsdCfE6dllJiPad2jxjVuE5jPdPnGT3T5xmlJ6VH+mdtnKWLJlykVxe9qkAo4GCFAAAAR865M/HicpKoOn1b9tWEQRM0+JjBMkV/1vKCeXpy3pMa/OlgLdq+yOEKAQAADp/zC1uBKpIcl6x7T7pXb57/ptrVbxfpX7pzqa6cdKVGfT9KOYU5DlYIAABweAjxiHnHNjpW4/qP0+3dbleCN0GSFLIhvbXkLQ36aJCmrZvmcIUAAACHhhCPWsHv8etPXf6kDwd9qJ5Ne0b6t+7dquHThuvO6Xdq295tDlYIAABQeYR41Cot6rbQC2e9oJG9RqpBQoNI/5S1UzToo0Eat3ScQsU3IgMAAKihCPGodYwx6p/RXxMGTdBFbS+K9GcXZmvEdyP09JantXj7YgcrBAAAODhCPGqtegn19Mipj+j/zv0/tUppFelfU7BGf/j0D7ppyk2au2WucwUCAAAcACEetd6JjU/U+wPf19Bjh8rn8UX6Z22apeu+uE7XfnatZmyYwV1fAQBAjVGpEG+M6WeMWWaMWWGMubuc7XcaY34xxvxsjPnSGHN09EsFqk68N17Djh+mDwZ+oO5J3eUxJf9qzN82X7d8eYsu/+RyTV4zmTnzAADAcRWGeGOMV9JoSedJ6ihpsDGm4z7DfpR0grX2WEnvS/pXtAsFqkNGaob+2OiP+vjCj3Vxu4vLnJlfsnOJ/vL1X3ThhAv18cqPVRgqdLBSAABQm1XmTHwPSSustaustQWSxkoaVHqAtXaatXZvUXOOpObRLROoXkenHK2Hej6kz37/ma7scGXk+vKStDpzte6beZ8GjB+gcUvHKT+Y72ClAACgNjIVzfM1xlwiqZ+19oai9tWSTrLWDjvA+OckbbHWjihn242SbpSkRo0adX/33XePsHwUy87OVnJystNlxITyjmVWMEvT9kzTjKwZyrN5ZbaleFN0Zt0zdWrdU5XgSRDK4s9mdHE8o4vjGT0cy+jieEZXnz595llrT3C6jmiqTIi/VNK5+4T4HtbaP5cz9ipJwySdYa096OnJ9u3b22XLlh124Shr+vTp6t27t9NlxISDHcs9BXs0dulYvfnLm9qVv6vMtpS4FF3V4Spd0eEKpcanVkOl7sCfzejieEYXxzN6OJbRxfGMLmNMzIX4ykyn2SCpRal2c0mb9h1kjDlL0n2SBlYU4AG3SolL0Y3H3qjPL/5cd514l9KT0iPb9hTs0fM/Pa9z3j9HT819SttztztYKQAAiGWVCfE/SGpnjGltjImT9AdJH5ceYIw5XtIYhQM8965HzEvyJ+nqjlfrs99/pgdPeVDNk0uWgewN7NUri1/Rue+fqxFzRmhj9kYHKwUAALGowhBvrQ0oPEXmC0lLJL1rrV1sjHnEGDOwaNi/JSVLes8Ys8AY8/EBPg6IKXHeOF3yu0s08aKJGtVrlNrWaxvZVhAq0Lhl49T/w/66b+Z9WpW5ysFKAQBALPFVPESy1k6SNGmfvgdKvT4rynUBruLz+HRBxgU6r/V5mr5+uv738/+0aMciSVLABvTxyo81ceVEnXX0WRrSZYg6NOzgcMUAAMDNuGMrEEUe49GZLc/U2xe8rRfPflEnNj4xss3KasraKbrsk8t089Sb9eO2Hx2sFAAAuFmlzsQDODTGGJ3S9BSd0vQULdi2QP9b+D99s+GbyPaZG2dq5saZ6n5Ud93Y5Uad0vQUGWMcrBgAALgJZ+KBKtY1vatG9x2t9wa8p3NbnSujkrA+b+s8DZ06VIM/Hawv136pkA05WCkAAHALQjxQTY5pcIyeOOMJTbhwgi5se6F8puQvwhbvWKzbp9+u30/4vSaunKhAKOBgpQAAoKYjxAPVrHVqaz166qP69PefavAxgxXvjY9sW5m5UvfOvFf9x/fX2KVjlZmf6WClAACgpiLEAw5pmtxU9550rz6/+HNd3/l61fHXiWzbmL1Rj333mPq820d3Tr9T09ZNU2Gw0MFqAQBATcLCVsBhaYlpuqP7Hbq+8/V6Z+k7enPJm5Ez8IWhQk1ZO0VT1k5Rvfh66teqnwa0GaAuaV1YCAsAQC3GmXighkiNT9VNx92kyRdP1t097laHBmWvJb87f7fGLhurKyddqYEfDdQLP72gDVkbHKoWAAA4iTPxQA2T5E/SlR2u1JUdrtTK3Ss1ceVEfbr6U23J2RIZs2bPGo1eMFqjF4xWt/RuGtBmgM5pdY5S4lIcrBwAAFQXQjxQg7Wp10a3d79dw7sN19wtczVx1URNXjNZewN7I2Pmb5uv+dvma+R3I3VGizM0IGOATmt2mvxev4OVAwCAqkSIB1zAYzzq0aSHejTpoXtPulfT1k3TxFUT9e2mbxW0QUlSQahgv/nzA9sMVOe0zsyfBwAgxhDiAZdJ9CXq/IzzdX7G+dqeu12frf5ME1dO1JKdSyJjiufPj102Vq1SWql/Rn/1b9NfzZKbOVg5AACIFha2Ai6WlpimqzterXcHvKuPBn2kP3X+k45KOqrMmDV71ui5Bc+p3wf9dO1n1+r95e9rT8EehyoGAADRQIgHYkTx/PnJl0zWy+e8rEFtBinJl1RmzPxt8/Xwtw+rz7g++sv0v2j6+ukqDHH9eQAA3IbpNECMKT1//r6T7zvg/PnJaydr8trJqh9fX/1a99OAjAHMnwcAwCUI8UAMq8z8+V35u/TO0nf0ztJ3mD8PAIBLEOKBWqJ4/vzVHa/Wil0rNHHVRH266lNt3bs1MqZ4/vxzC55T96O6a0DGAPVu0VsNExs6WDkAANgXIR6ohdrWb6s7ut+h4ccP19ytczVx5URNWTulzPXn522dp3lb50nfSh0adFDPpj11arNT1bVRV65BDwCAwwjxQC3m9Xh1UpOTdFKTkyLz5z9e9bG+3fStQjYUGbdk5xIt2blELy96WYm+RPVo3CMS6lvWbck8egAAqhkhHoCk/efPT1o1SV+u+1I///azAjYQGZcbyNXXG77W1xu+liQ1S24WDvRNT1WPJj1UN66uU18BAIBagxAPYD9piWm6ptM1uqbTNcouyNZ3W77T7I2zNWvTLG3M3lhm7MbsjXpv+Xt6b/l78hqvjmt0nHo27ameTXuqY8OODn0DAABiGyEewEElxyWrb8u+6tuyryRp3Z51mrVplmZvnK3vtnyn3EBuZGzQBjV/23zN3zZfzy14TvXi6ynDm6Fdv+5Sz6Y9dVSdow60GwAAcAgI8QAOScuUlmqZ0lKDjxmswmChFvy2QLM3zdasjbPKXLpSknbn79Z8zdf82fMlSW3rtY1Mvel2VDcl+BKc+AoAALgeIR7AYfN7/Tqx8Yk6sfGJuq3bbdqRu0Pfbv5WszfO1uxNs7Ujb0eZ8St2r9CK3Sv0+i+vK94brxOOOkGnND1FpzY9VW3qtWGBLAAAlUSIBxA1DRMbhm8WldFf1lot37Vcb8x4Q1sStmj+tvkqDBVGxuYH8zVr0yzN2jRLT+gJHZV0VHgufbOeOrnxyaqXUM/BbwIAQM1GiAdQJYwxat+gvc5KPUu9e/fW3sK9mrt1bmTqzZo9a8qM37p3q8avGK/xK8bLyKhzWufIZSy7pHWRz8N/rgAAKMb/FQFUiyR/kk5vfrpOb366JGlT9ibN2jRL3276VnM2zVFWYVZkrJXVwu0LtXD7Qo35eYwSfYnq0KCDuqR1UedGndW5YWc1S27G9BsAQK1FiAfgiKbJTXXp7y7Vpb+7VIFQQIu2L4pc9WbRjkVlbjaVG8iNXPWmWP34+uqc1jkc7NM6q3NaZ9VPqO/EVwEAoNoR4gE4zufxqWt6V3VN76pbu96qzPxMzdk8R7M3zda3m77V5pzN+71nV/4uzdg4QzM2zoj0NU9uHgn1XRp10TENjlGiL7E6vwoAANWCEA+gxkmNT9W5rc7Vua3OlSRt27tNi7Yv0qLti7Rw+0It3r64zPSbYhuyN2hD9gZ9tuYzSZLXeNW2XtsyZ+zb1GvD/HoAgOvxfzIANV56UrrObHmmzmx5piQpZENau2dtmVC/ZOeSMle/kcI3n1q2a5mW7VqmD379QJKYXw8AiAmEeACu4zEetU5trdaprTWgzQBJUmGwUMt3LY8siF20fZFWZ66WlS3zXubXAwBiASEeQEzwe/3qlNZJndI66Q/6gyQpuyBbv+z4JRLqF25fqK17t+73XubXAwDchhAPIGYlxyWrR5Me6tGkR6TvcOfXe4xHzZObKyM1Q63rtVZGakbkkRyXXG3fCQAAiRAPoJYpb379uj3rImfrF21fVO78+pANaV3WOq3LWqfpG6aX/czE9P2CfUa9DDVMaMhcewBAlSDEA6jVPMajVqmt1Cq11X7z64vP1i/avkirMlftN7++2LbcbdqWu03fbf6uTH/duLr7BfvWqa3VLLmZPMZT5d8NABC7CPEAsI/S8+sv1+WSpLxAntbsWaNVu1dpVWb4sTpztdbsWaNAKFDu52QVZOmn337ST7/9VKY/3huvVimt9puac3TK0YrzxlX59wMAuB8hHgAqIcGXoGMaHKNjGhxTpj8QCmhD1oYywb446O8N7C33s/KD+ZFLX5bmNV41r9tcrVPLTs1pndqaefcAgDII8QBwBHweX2Q6zpk6M9JvrdXWvVv3C/arMldpZ97Ocj8raINau2et1u5Zq+nrp5fZlp6UrozUDPmyfFq5cKWaJTdTk+QmalqnqRomNmR6DgDUMoR4AKgCxhg1rtNYjes0Vs+mPctsy8zPDAf6fabmbMzeeMDP27Z3m7bt3SZJmjl/ZpltcZ44NUluoiZ1mqhpctPIc9M6TdU0uanSk9K5Sy0AxBj+qw4A1Sw1PlXHpx+v49OPL9OfG8jVmsw1+03NWZu19oDz7iWpIFQQOYNfHq/xKj0pPRLsi8/gN01uGgn9zMUHAHchxANADZHoS1SHhh3UoWGHMv2FocLIvPuvF3ytOo3raFP2Jm3K2aRN2Zu0p2DPQT83aIPanLNZm3M2a57mlTsmLTEtEuzLhPyi5yR/UtS+JwDgyBHiAaCG83v8ap3aWq1TW8u7yqvePXqX2Z5TmBMO9UXBfnP25kjA35S9STvydlS4j+2527U9d7t+3v5zudtT41PDZ/GLpuqkJaZFHg0TGyotMU314+vL6/FG4ysDACpAiAcAl6vjr6N29dupXf125W7PD+bvF+w352yOhP5te7cpZEMH3UdmfqYy8zO1ZOeSA47xGI/qx9cvE+4bJjZUWkLafqE/JS6FG2EBwBEgxANAjIv3xkeuoFOewlChtu3dFgn3G7M3RkL/5uzwNJx972BbnpANaUfeDu3I27Hf5TP35ff4ywT8SOAvFfbTEsL9TOUBgP0R4gGglvN7/GqW3EzNkpuVuz1kQ9qeuz0S8rfkbNH23O3akbcj/Jwbft6dv7vS+ywMFWpLzhZtydlS4dhEX2LZM/kJ4cDfIKGBUuJTVC++nlLjUpUaH34k+ZI4yw8g5hHiAQAH5TEepSelKz0pXV3V9YDjCoOFkTPxxcG++FHcLg7+OYU5ld5/biBX67PWa33W+kqN9xmfUuJTlBqfGgn4xe3SYT81PlXr8tdpQ9YGpcanKtmfTPgHagFjTAtJT0s6W5KRNFXS7dbadRW8r7mkv0s6QdJxkhIltbbWrqngfZ9LOlfSY9ba+0v1XyJpcNHnpUtaJ+lDSY9ba7Mq+h6EeABAVPi9/si18SuSG8gtCfbFgT+vJPCX/hFQECo4pDoCNqCdeTsPeFOtff37w39LCl+KMyUupUzILw79KfEpkdf14utFtqXEp6iOvw7X4QdcwhiTJOkrSfmSrpVkJY2QNM0Yc6y19mBnGNpKukzSPEkzJJ1Tif0NVjjwl+evCgf3eyVtkHS8pIck9THG9LT24IuV+K8OAKDaJfoS1bxuczWv2/yg46y1yirM2j/wF03f2VOwJ7LotridG8g9rJqCNqhd+bu0K3/XIb83wZugOv46So5LDj/7yz4fcFtcHdXxlWxL8CbwtwFA1RoiKUNSe2vtCkkyxvws6VdJQyU9dZD3fmOtParoPTeoghBvjKmn8Bn/OyS9Xc6QAdba30q1vzbG7JT0mqTeCv/YOCBCPACgxjLGKCUuRSlxKWqd2rpS78kP5mtPflG4LygK96XakcCfv0cbd2xUMC6ozPxM7Q3sPew684J5ygvmVepyngfjNd4yAT/Zn6wkf5KS/cn7/TBIjivZluRLUqIvUQm+BCX6EiMPv8fPjwKgrIGS5hQHeEmy1q42xsySNEgHCfEVnRkvx78kLbbWvmOM2S/E7xPgi/1Q9Fz+IqVSCPEAgJgS741Xo6RGapTUqMKx06dPV+/evSWF5/QXh/zI4yDt4r8FyCnMkZWNSu1BG9Segj3hG3hVftnAAXmNNxLsE7wJSvQXBXxv4n6hf98fAAfcXvTeRH+i4jxx/EiA23SSNKGc/sWSLo3WTowxp0m6RgeeSnMgZxQ9H/h6vkUI8QAAKDynv/gKOIciZEPKC+QpuzBb2YXZyinIUXZhtvYW7i3pK8wpd1ukvzBH2QXZhzz/vyJBG1ROYc4hLSQ+FB7jUYI3QQm+BJmAUepHqYr3xivOG1fmufhRun2gMZUZF+eNYx0CDlcDSeXNmdspqX40dmCM8UsaI+kJa+3Br7db9n3NJD0iaaq1dm5F4/k3AACAI+AxHiX5k5TkT1K60o/oswqDhWWDfamAnxPIifwI2HdbbiBXuYFc5QXzlFuYq9xguB0IBaL0LcsXsiHtDeyNTEXakXlk04kOhc/49gv4cd44xXnj5Pf4I48yba+/3Nf7vieyrfT4csZF2vt8rs/4+BuKmq28vzqL5j+wvyt85ZrHKvsGY0yywn9DEJB0XWXeQ4gHAKCG8Hv9quetp3oJ9aLyeYWhQuUF8sIBv+i59KN0X14wT3sL94Z/COyz/UDvjfbfHByKgA0oEAgc0VqGquQzPvk8Pnk9Xvk8vkg78ihnu9/jj7R379itidMnyuvxyu/xR8ZExh/gM0uP9xqvvB5v+Pkgr30enzzGU/H2g7x20Y+WXQqfjd9XfZV/hv6QGGNaSrpP0g2S4o0x8aU2xxctds2y1gZLvSdB0scKL7g9w1q7oTL7IsQDABCj/B6//HF+1Y2rWyWfHwgFlBcIL+qdNnOaup3YTfnBfBUEC5QfzC/zKO4rva0gWBD5MVDetvxgvvIDpdqhkvdEax1CVQnYgALBgBSseOyB/Lz25+gVVMW8xiuP8ZQb8ovb5b0u3T5Qv8fjkUelxnmK+hXeVtH7vcZbutTFCs+L31dHSb9E4VBkSEqQ9GY52/5a9Dhe0gIpMvXmA0k9JJ1lrV1Y2R0R4gEAwGHxeXxKjktWspLVyN9Ibeq1qZb9WmsVsIH9gn5+MF+BUEAFoQIVBgtVGCp5FAQLStqlt+0zrjBYGH7/Abbt+7q8fVX1NKaaKGiDCtqgCkOFTpdSkY8lPWGMybDWrpIkY0wrSadKujsKn79AUp9y+qcpHOxfllR8aUuPpLck9ZV0gbV2zqHsiBAPAABcxRgjvwnPQa/jr+N0Ofsp/pERCIUfwVAw0i4O+aX7Io9S7QULF+iYjseU2V7u59hg2c8o9TnBUDASrsu8Lt3e9/kgr0M2FNnnvq9d5H+ShkmaYIy5X+H58Y9KWq/wYlRJkjHmDElfSrreWvt6qf5Lil52L3o+zxjzm6TfrLVfW2t3S5q+706LphuttdaW3jZa4SviPCYpxxhzcqltGyqaVkOIBwAAiKLSPzIO20qpd6veUaupKllrD/zjoCjkh2wo8jpogwqFQgopVKZdeuy+44v3Ubq/wnGhkv4bdENxrTnGmDMVvgnTGwovaP1S0u3W2uxSX8tI8kry7PN139un/XzR89cK36DpUJxX9Hxf0aO0hxW+e+sBEeIBAABw2Iwx4UW28oVjbw1UHOIlyVq7TtLFBxtfdMZ8v9W61trDWsFb3vusta0O57OK7fvrAgAAAEANR4gHAAAAXIYQDwAAALgMIR4AAABwGUI8AAAA4DKEeAAAAMBlCPEAAACAyxDiAQAAAJchxAMAAAAuQ4gHAAAAXIYQDwAAALgMIR4AAABwGUI8AAAA4DKEeAAAAMBlCPEAAACAyxDiAQAAAJchxAMAAAAuQ4gHAAAAXIYQDwAAALgMIR4AAABwGUI8AAAA4DKEeAAAAMBlCPEAAACAyxDiAQAAAJchxAMAAAAuQ4gHAAAAXIYQDwAAALgMIR4AAABwGUI8AAAA4DKEeAAAAMBlCPEAAACAyxDiAQAAAJchxAMAAAAuQ4gHAAAAXIYQDwAAALgMIR4AAABwGUI8AAAA4DKEeAAAAMBlCPEAAACAyxDiAQAAAJchxAMAAAAuU6kQb4zpZ4xZZoxZYYy5u5ztpxtj5htjAsaYS6JfJgAAAIBiFYZ4Y4xX0mhJ50nqKGmwMabjPsPWSfqjpLejXSAAAACAsnyVGNND0gpr7SpJMsaMlTRI0i/FA6y1a4q2haqgRgAAAAClGGvtwQeEp8f0s9beUNS+WtJJ1tph5Yx9VdIn1tr3D/BZN0q6UZIaNWrU/d133z2y6hGRnZ2t5ORkp8uICRzL6OJ4RhfHM7o4ntHDsYwujmd09enTZ5619gSn64imypyJN+X0HTz5H4C19kVJL0pS+/btbe/evQ/nY1CO6dOni+MZHRzL6OJ4RhfHM7o4ntHDsYwujicqUpmFrRsktSjVbi5pU9WUAwAAAKAilQnxP0hqZ4xpbYyJk/QHSR9XbVkAAAAADqTCEG+tDUgaJukLSUskvWutXWyMecQYM1CSjDEnGmM2SLpU0hhjzOKqLBoAAACozSozJ17W2kmSJu3T90Cp1z8oPM0GAAAAQBXjjq0AAACAyxDiAQAAAJchxAMAAAAuQ4gHAAAAXIYQDwAAALgMIR4AAABwGUI8AAAA4DKEeAAAAMBlCPEAAACAyxDiAQAAAJchxAMAAAAuQ4gHAAAAXIYQDwAAALgMIR4AAABwGUI8AAAA4DKEeAAAAMBlCPEAAACAyxDiAQAAAJchxAMAAAAuQ4gHAAAAXIYQDwAAALgMIR4AAABwGUI8AAAA4DKEeAAAAMBlCPEAAACAyxDiAQAAAJchxAMAAAAuQ4gHAAAAXIYQDwAAALgMIR4AAABwGUI8AAAA4DKEeAAAAMBlCPEAAACAyxDiAQAAAJchxAMAAAAuQ4gHAAAAXIYQDwAAALgMIR4AAABwGUI8AAAA4DKEeAAAAMBlCPEAAACAyxDiAQAAAJchxAMAAAAuQ4gHAAAAXIYQDwAAALgMIR4AAABwGUI8AAAA4DKEeAAAAMBlCPEAAACAyxDiAQAAAJchxAMAAAAuQ4gHAAAAXIYQDwAAALgMIR4AAABwGUI8AAAA4DKEeAAAAMBlCPEAAACAyxDiAQAAAJchxAMAAAAuQ4gHAAAAXIYQDwAAALgMIR4AAABwGUI8AAAA4DKEeAAAAMBlCPEAAACAyxDiAQAAAJchxAMAAAAuQ4gHAAAAXIYQDwAAALgMIR4AAABwGUI8AAAA4DKEeAAAAMBlCPEAAACAyxDiAQAAAJchxAMAAAAuQ4gHAAAAXIYQDwAAALgMIR4AAABwGUI8AAAA4DKEeAAAAMBlCPEAAACAyxDiAQAAAJchxAMAAAAuQ4gHAAAAXIYQDwAAALgMIR4AAABwGUI8AAAA4DKEeAAAAMBlCPEAAACAyxDiAQAAAJchxAMAAAAuQ4gHAAAAXIYQDwAAALgMIR4AAABwGUI8AAAA4DKEeAAAAMBlCPEAAACAyxDiAQAAAJchxAMAAAAuQ4gHAAAAXKZSId4Y088Ys8wYs8IYc3c52+ONMeOKtn9njGkV7UIBAAAAhFUY4o0xXkmjJZ0nqaOkwcaYjvsM+5OkXdbatpKelvTPaBcKAAAAIKwyZ+J7SFphrV1lrS2QNFbSoH3GDJL0WtHr9yX1NcaY6JUJAAAAoJivEmOaSVpfqr1B0kkHGmOtDRhjMiU1lLS99CBjzI2Sbixq5htjFh1O0ShXmvY53jhsHMvo4nhGF8czujie0cOxjC6OZ3S1d7qAaKtMiC/vjLo9jDGy1r4o6UVJMsbMtdaeUIn9oxI4ntHDsYwujmd0cTyji+MZPRzL6OJ4RpcxZq7TNURbZabTbJDUolS7uaRNBxrz/9u7t1ArqjiO498faUUlXorKSspCgnqoJKKrCIaZhFZEnAiSCiJKyIcgIYjwzaIeiigqpQtR0sU6hFJSQU+aJV4SK49iZJlChhY9dPv3MOvUOHtmn3307LOd5veBxZ49aw2u8/d/1vkze2aPpDHAeGD/SEzQzMzMzMwO1UkRvx6YJmmqpGOBPqC/MKYfWJC2bwE+joiWM/FmZmZmZnbkhrycJl3jvhD4ADgGWB4RWyUtAT6PiH5gGfCqpAGyM/B9Hfzbzx/BvK2V4zlyHMuR5XiOLMdzZDmeI8exHFmO58j638VTPmFuZmZmZlYvfmKrmZmZmVnNuIg3MzMzM6uZrhfxkuZI+lrSgKTFJf3HSVqR+tdJOqfbc6orSVMkfSJpm6Stkh4oGTNT0gFJG1N7pBdzrQNJuyRtSXFq+eopZZ5KublZ0vRezLMOJJ2fy7mNkg5KWlQY49xsQ9JySfvyz8+QNEnSGknb0+vEimMXpDHbJS0oG9M0FfF8XNJX6fd5paQJFce2XRuapiKWj0r6Pvf7PLfi2LY1QBNVxHNFLpa7JG2sONa5mVNVFzVm7YyIrjWyG2F3AOcCxwKbgAsKY+4DnkvbfcCKbs6pzg2YDExP2+OAb0riORN4v9dzrUMDdgGntOmfC6wmew7C5cC6Xs+5Di393v8InF3Y79xsH7cZwHTgy9y+x4DFaXsxsLTkuEnAzvQ6MW1P7PXP0+tWEc/ZwJi0vbQsnqmv7a0I2HEAAAPZSURBVNrQtFYRy0eBB4c4bsgaoImtLJ6F/ieARyr6nJuHxqO0LmrK2tntM/GXAQMRsTMifgfeAOYXxswHXk7bbwGzJJU9PKrxImJPRGxI278A28ielmvdMR94JTJrgQmSJvd6UjUwC9gREd/2eiJ1EhGf0vp8jfz6+DJwY8mh1wFrImJ/RPwMrAHmdG2iNVEWz4j4MCL+TG/Xkj33xIZQkZud6KQGaJx28Uz1z63A66M6qZpqUxc1Yu3sdhF/JvBd7v1uWovOf8ekxfUAcHKX51V76bKjS4B1Jd1XSNokabWkC0d1YvUSwIeSvpB0T0l/J/lrrfqo/gPk3Bye0yJiD2R/rIBTS8Y4Tw/PXWSftJUZam2wzMJ0adLyissVnJvDdw2wNyK2V/Q7NysU6qJGrJ3dLuLLzqgXv9OykzGWI+kk4G1gUUQcLHRvILuM4SLgaeDd0Z5fjVwVEdOB64H7Jc0o9Ds3h0nZA+HmAW+WdDs3u8N5OkySHgb+BF6rGDLU2mDwLHAecDGwh+wSkCLn5vDdRvuz8M7NEkPURZWHleyrVX52u4jfDUzJvT8L+KFqjKQxwHgO72O7RpA0lixRX4uId4r9EXEwIn5N26uAsZJOGeVp1kJE/JBe9wEryT76zeskf+1Q1wMbImJvscO5eVj2Dl7ClV73lYxxng5DunntBuD2SBfGFnWwNjReROyNiL8i4m/gBcpj5NwchlQD3QysqBrj3GxVURc1Yu3sdhG/HpgmaWo6Q9cH9BfG9AODdwTfAnxctbA2XbpWbhmwLSKerBhz+uA9BZIuI/s//mn0ZlkPkk6UNG5wm+yGty8Lw/qBO5S5HDgw+PGcVao8i+TcPCz59XEB8F7JmA+A2ZImpksaZqd9ViBpDvAQMC8ifqsY08na0HiF+4NuojxGndQA9p9rga8iYndZp3OzVZu6qBlrZ7fvnCX7ho9vyO5QfzjtW0K2iAIcT/bR+wDwGXBur+/2PVobcDXZRz2bgY2pzQXuBe5NYxYCW8m+BWAtcGWv5300NrJvS9iU2tZcbuZjKeCZlLtbgEt7Pe+juQEnkBXl43P7nJudx+91sssS/iA7Q3Q32f1BHwHb0+ukNPZS4MXcsXelNXQAuLPXP8vR0CriOUB2Dezg+jn4zWhnAKvSduna0ORWEctX07q4maxgmlyMZXrfUgM0vZXFM+1/aXC9zI11braPZVVd1Ii1U+mHMDMzMzOzmvATW83MzMzMasZFvJmZmZlZzbiINzMzMzOrGRfxZmZmZmY14yLezMzMzKxmXMSbmZmZmdWMi3gzMzMzs5r5BwkI/02882cNAAAAAElFTkSuQmCC\n", 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"text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -429,7 +426,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "This is called eigenvector decomposition of $\\mathbf{x}_0$. Multiply by $A$\n", + "This is called _eigenvector decomposition_ of $\\mathbf{x}_0$. Multiply by $A$\n", "\n", "$$\n", "\\begin{aligned}\n", @@ -459,7 +456,6 @@ "outputs": [ { "data": { - "image/png": "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\n", "text/latex": [ "$\\displaystyle \\left[\\begin{matrix}0.89 & 0.07 & 0.1\\\\0.07 & 0.9 & 0.11\\\\0.04 & 0.03 & 0.79\\end{matrix}\\right]$" ], @@ -477,7 +473,7 @@ } ], "source": [ - "M = sy.Matrix([[.89, .07, .1], [.07, .9, .11], [.04, .03, .79]]);M" + "M = sy.Matrix([[.89, .07, .1], [.07, .9, .11], [.04, .03, .79]]); M" ] }, { @@ -514,16 +510,15 @@ "outputs": [ { "data": { - "image/png": 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p9tXjPtnhg0NP3Wx/UB2s/Ct+dR+dGBi6IMExWxDMClFbxn3S33KGjZz+nozvfxBh8DEI8dDzMf23kTr1EYuxzf8Zzbf80QmDrPjomBVDtSjj1467f4hi0ebiwhyB9SGgTsw/RLG+anGNHIH9IzD5Hn7/qnkJjoAjsDQC7vBLI+ryHIEVI+AOv+LKcdUcgaURcIdfGlGX5wisGIH4b7l3Ws3rq/pSf73xUr8HR8AR2AAC8uF3UvMipyoOzyOwbD+VCks9HpuS7TRHwBFYHoH+hrKdEv4P1zjkTmO/azsAAAAASUVORK5CYII=\n", "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}177.0 & -0.4641 & 6.4641\\\\191.0 & -0.5359 & -7.4641\\\\61.0 & 1.0 & 1.0\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}-0.6618 & -0.6536 & -0.413\\\\-0.7141 & 0.7547 & -0.4769\\\\-0.2281 & -0.1011 & 0.89\\end{matrix}\\right]$" ], "text/plain": [ - "⎡177.0 -0.4641 6.4641 ⎤\n", - "⎢ ⎥\n", - "⎢191.0 -0.5359 -7.4641⎥\n", - "⎢ ⎥\n", - "⎣61.0 1.0 1.0 ⎦" + "⎡-0.6618 -0.6536 -0.413 ⎤\n", + "⎢ ⎥\n", + "⎢-0.7141 0.7547 -0.4769⎥\n", + "⎢ ⎥\n", + "⎣-0.2281 -0.1011 0.89 ⎦" ] }, "execution_count": 12, @@ -543,16 +538,15 @@ "outputs": [ { "data": { - "image/png": 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"text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}1.0 & 0.0 & 0.0\\\\0.0 & 0.7554 & 0.0\\\\0.0 & 0.0 & 0.8246\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}1.0 & 0 & 0\\\\0 & 0.8246 & 0\\\\0 & 0 & 0.7554\\end{matrix}\\right]$" ], "text/plain": [ - "⎡1.0 0.0 0.0 ⎤\n", + "⎡1.0 0 0 ⎤\n", "⎢ ⎥\n", - "⎢0.0 0.7554 0.0 ⎥\n", + "⎢ 0 0.8246 0 ⎥\n", "⎢ ⎥\n", - "⎣0.0 0.0 0.8246⎦" + "⎣ 0 0 0.7554⎦" ] }, "execution_count": 13, @@ -578,7 +572,6 @@ "outputs": [ { "data": { - "image/png": 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"text/latex": [ "$\\displaystyle \\left[\\begin{matrix}0.387\\\\0.1501\\\\0.4627\\end{matrix}\\right]$" ], @@ -608,16 +601,15 @@ "outputs": [ { "data": { - "image/png": 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"text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}1.0 & 0.0 & 0.0 & 0.0023\\\\0.0 & 1.0 & 0.0 & 0.3027\\\\0.0 & 0.0 & 1.0 & 0.0178\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}1 & 0 & 0 & -0.6233\\\\0 & 1 & 0 & -0.1759\\\\0 & 0 & 1 & 0.3402\\end{matrix}\\right]$" ], "text/plain": [ - "⎡1.0 0.0 0.0 0.0023⎤\n", - "⎢ ⎥\n", - "⎢0.0 1.0 0.0 0.3027⎥\n", - "⎢ ⎥\n", - "⎣0.0 0.0 1.0 0.0178⎦" + "⎡1 0 0 -0.6233⎤\n", + "⎢ ⎥\n", + "⎢0 1 0 -0.1759⎥\n", + "⎢ ⎥\n", + "⎣0 0 1 0.3402 ⎦" ] }, "execution_count": 15, @@ -639,16 +631,15 @@ "outputs": [ { "data": { - "image/png": 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"text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}0.0023\\\\0.3027\\\\0.0178\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}-0.6233\\\\-0.1759\\\\0.3402\\end{matrix}\\right]$" ], "text/plain": [ - "⎡0.0023⎤\n", - "⎢ ⎥\n", - "⎢0.3027⎥\n", - "⎢ ⎥\n", - "⎣0.0178⎦" + "⎡-0.6233⎤\n", + "⎢ ⎥\n", + "⎢-0.1759⎥\n", + "⎢ ⎥\n", + "⎣0.3402 ⎦" ] }, "execution_count": 16, @@ -677,16 +668,15 @@ "outputs": [ { "data": { - "image/png": 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"text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}0.4071\\\\0.4393\\\\0.1403\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}0.4125\\\\0.4451\\\\0.1422\\end{matrix}\\right]$" ], "text/plain": [ - "⎡0.4071⎤\n", + "⎡0.4125⎤\n", "⎢ ⎥\n", - "⎢0.4393⎥\n", + "⎢0.4451⎥\n", "⎢ ⎥\n", - "⎣0.1403⎦" + "⎣0.1422⎦" ] }, "execution_count": 17, @@ -800,14 +790,12 @@ "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -865,7 +853,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.12.4" }, "toc": { "base_numbering": 1, diff --git a/notebooks/Chapter 15 - Innear Product and Orthogonality.ipynb b/notebooks/Chapter 15 - Innear Product and Orthogonality.ipynb index 9358649..b670d11 100644 --- a/notebooks/Chapter 15 - Innear Product and Orthogonality.ipynb +++ b/notebooks/Chapter 15 - Innear Product and Orthogonality.ipynb @@ -2,18 +2,16 @@ "cells": [ { "cell_type": "code", - "execution_count": 7, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", - "import matplotlib as mpl\n", "import numpy as np\n", - "from mpl_toolkits.mplot3d import Axes3D\n", "import scipy as sp\n", - "import scipy.linalg\n", - "import scipy.spatial\n", "import sympy as sy\n", + "import plotly.graph_objects as go\n", + "\n", "sy.init_printing() " ] }, @@ -49,7 +47,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The dot product of $\\mathbf{u}$ and $\\mathbf{v}$,i.e. $\\mathbf{u}\\cdot\\mathbf{v}$ is defined as\n", + "The dot product of $\\mathbf{u}$ and $\\mathbf{v}$, i.e. $\\mathbf{u}\\cdot\\mathbf{v}$ is defined as\n", "\n", "$$\n", "\\left[\\begin{array}{llll}\n", @@ -72,7 +70,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -82,17 +80,17 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([ -846., -1700., -6486., -1886., -1100., 6776., -6210., 1586.,\n", - " -245., 2394.])" + "array([ 1050., -215., 11900., -1276., 13838., 5535., 23409., -1456.,\n", + " -4828., 35032.])" ] }, - "execution_count": 5, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -103,44 +101,44 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/latex": [ - "$\\displaystyle -7717.0$" + "$\\displaystyle 82989.0$" ], "text/plain": [ - "-7717.0" + "82989.0" ] }, - "execution_count": 6, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "u@v # matrix multiplication" + "u@v # matrix multiplication, which is a dot product in this case" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/latex": [ - "$\\displaystyle -7717.0$" + "$\\displaystyle 82989.0$" ], "text/plain": [ - "-7717.0" + "82989.0" ] }, - "execution_count": 7, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -149,47 +147,6 @@ "np.inner(u,v) # inner product here is the same as matrix multiplication" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "SymPy operation is the same like in linear algebra." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "u = sy.randMatrix(1, 10)\n", - "v = sy.randMatrix(1, 10)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}15991\\end{matrix}\\right]$" - ], - "text/plain": [ - "[15991]" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "u*v.T" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -201,36 +158,31 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The norm is the length of a vector, definted by\n", + "The _norm_ is the length of a vector, defined by\n", "\n", "$$\n", - "\\|\\mathbf{v}\\|=\\sqrt{\\mathbf{v} \\cdot \\mathbf{v}}=\\sqrt{v_{1}^{2}+v_{2}^{2}+\\cdots+v_{n}^{2}}, \\quad \\text { and } \\quad\\|\\mathbf{v}\\|^{2}=\\mathbf{v} \\cdot \\mathbf{v}\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "A NumPy built-in ```np.linalg.norm()``` is for computing norms.The default setting is to compute the length of vectors from origins." + "\\|\\mathbf{v}\\| = \\sqrt{\\mathbf{v} \\cdot \\mathbf{v}} = \\sqrt{v_{1}^{2} + v_{2}^{2} + \\cdots + v_{n}^{2}}, \\quad \\text{and} \\quad \\|\\mathbf{v}\\|^{2} = \\mathbf{v} \\cdot \\mathbf{v}\n", + "$$\n", + "\n", + "The NumPy built-in function `np.linalg.norm()` is used for computing norms. By default, it computes the length of vectors from the origin." ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAKoAAAAPCAYAAAB0p1TfAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAGrElEQVRoBeWaj1EdNxDG32MoAOMKgjvAuAO7AzyuIHYHeFyBx+7A6SAhHeAOEtMBdIB5HZDvp7erSDrdaY9kJslEM0LS6tu/Wul099g+PDxs/stlu92eyofr0gfRjjQ+Fv22oYewa2SW8v8vfcXnRL6+VP1FMd4t+f13xXLbJqoEf2oU/9wmQjOfhmb8O5sjUXDmk3i/Gi01hntvtDO131Xfj3TgsHDvhHMdSYTo9+qgz5OVPuW5sFUQo9gVOHx0e2Z9xhjJBBvyW1hfgzvxPFMljtWmE81lDvWb7iEOmZRC/56w2VQ5oPlzTVz6ZKfdyd4n0IVdsz5fClnH6v+Y11CdDVWFQN6ovixoGHPj47lWGBbpSzmv8VtVBJ87XX10XPqYVoVFoZP1lvPe1zy2VbzGD52KDFrkHTlf2dr8EBvBoUN16LPZGPZbMr+pljFDDzafNL6E9IsvhCvsRFdeC/UnOSAaMcZO5kiussJf2s+YOrs+mnMfL9xH0TiYSPLkd0pSMxLFbeCvRLty5rlWmAtVDCkNRDm0b86nPo5Nkkg0DLp3XNtqDvk420vUCa3l93GP3+fKNoITJuQzcpGnOvRbGDb35GAQjcSo1kHjkP4ozuwM5YBkVnnisROdDVnNaTxcHzCqk/UXjfxL8g7U4XjmKCeD/dEEmSR+RU2D5T88dndWE1J8jNvCveZe+kjisnA9OBIdR6siGnZVsivAPzeI+oyFUb9fC+tXmNKz35DRxC2qP4ST7DU5QAL1ClcUv2L05udo6J5cbUTDdjbvJiWq2g+q3Ct6yQVusYjvq+oTWgea4wzLewfztwt62gSG/43wP9H5NxV8VY34jNlRv0no7x0/fV2YTyWqP4qT0HAOSOavZkZutN6c+h8zIdgpNl/P7zvECHN6aPI4ta4hqH2jCoBLPMd2Tj6NQ0VyCCiG8/KTk0x9ToxeQS8nODsoF8nh8VYmep4rO8Kx6zzJsZvHRSXL8VFsFFfI7frMfMRv6XP7XWSvPe4RoYl/Vn/Js4B7dA5IJk9CvqhUT2TXq/nZ9RHPTvNAe749NRnHhwKVATorlWmOxzRvXpMd5EaUrbA4S8BeqJIov6suFuPB0cpJ0aFxyvceCaVM7M+fSYzvRi3XlnaTRbFRXNrt0r/KZ4zv+O0LtWO+KX7aYFdVTM5Q/xJOc6Xcx+QAhxK1VyKxJL/woS3kE4VcSCcRN36t6/4LgLeicZqlzwtOi7bi495RvWD1eIXhJam6gINT4b6DUalqzEV/eDE3Xu5Qk5cSl1W2woWwEZwwIZ/Nxspv8bIYOF75bVgWrDvX+BLSL1kVTmOSCfkS92fMTfdiDogn2d3yLY3FU8VcY/STZ+XXBnzmJQu7zg8kcKcOpXdykRwIOQOwpkguuwTZl82OzWJEJwjc9aoLuOg8KoaP/Cxo2sGXE8lJO3E6XVGi2CEu4jOaZ/z2U7MyzgZ+2qY7Ww8ALaq/xWn8V3KAtetes+bsFL2Kpen/QfTXis2FKqcza8dLJOX2YN8mRjfWSFWzuOASfEqtOPYDf/RPjnXh09ucjGyTFF18ysGZxSIZV6psprnCJkslil2BW+0zhkh+1+8iWbLNe8vTX6flmEhOSH8UJy3IfkwOcDp3N1k0lniI/+SC6mdVfgDioON9g3J7uG/3GW79XpMD1E7KGIKYkkV93oKXnE3swuHcM2Fzkormm4H2hcYc+2VhI3BKQufLAXdaTvpekNIJJEy506PYIU42rPZZdpKks37LVmLMndrjAIsXP1HTnTuqP4ozJejv6XYbJjlg8uEp4+x42mEsS3CnDz9P3J3f/zjxNO7fT1p6OxYv94vJ/dHo3DE4IV0XCde7h/GGn3GO99ZkVTp6csAbtv1APtHZw0Zlmo7KnkJe5bPRh35LJqdt78M316D8w0mhZ6g/aqdwq3PAedRO3jHMxmjM2cDVu5DGbADiyNeElJ2eQFxws2D1OTVgXvy1yQwiwG/pe4VPFUWZrj7K00uEWoLvlVNy8eVH88hqkw95VZA0JuErp83GEFa8UVzI50J3yG/pB9fGHH/SghXxDekXXwhndg5zwPUb3tc4500zH40la4bf+aBSH1ty7lT/lKKjnEssCUrhcfNRiqtjXRgE9l6A2JHld1KMxIH8iUi8XBE4WXrlWtjn7YR4SGYeAc6HPBL2M1jNo8c/bWEzVwHuOJMrSBS7Ajf0WbZgY9hvYYn/B9U7eFX41DdZByaEjeoP4UzmMAfAUSxO+Db7CdMww/URrvy8RQx4WuTc+QP1n2fWYZ5kxQAAAABJRU5ErkJggg==\n", + "image/png": 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"text/latex": [ - "$\\displaystyle 6.324555320336759$" + "$\\displaystyle 6.32455532033676$" ], "text/plain": [ "6.324555320336759" ] }, - "execution_count": 8, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -249,20 +201,20 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/latex": [ - "$\\displaystyle 6.324555320336759$" + "$\\displaystyle 6.32455532033676$" ], "text/plain": [ "6.324555320336759" ] }, - "execution_count": 9, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -275,12 +227,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can also compute a group of vectors' length, for instance $(2, 6)^T$, $(8, 2)^T$, $(9, 1)^T$" + "This function can also compute a group of vectors' length, for instance $(2, 6)^T$, $(8, 2)^T$, $(9, 1)^T$" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -289,7 +241,7 @@ "array([6.32455532, 8.24621125, 9.05538514])" ] }, - "execution_count": 10, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -327,20 +279,20 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": 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"text/latex": [ - "$\\displaystyle 7.0710678118654755$" + "$\\displaystyle 7.07106781186548$" ], "text/plain": [ "7.0710678118654755" ] }, - "execution_count": 11, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -353,53 +305,61 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "fig, ax = plt.subplots(figsize = (12, 12))\n", "\n", + "fig, ax = plt.subplots(figsize=(12, 12))\n", + "\n", + "# Define the vectors\n", "vects = np.array([[2, 9], [-3, 4], [3, -4], [5, 5]])\n", "col = ['red', 'blue', 'blue', 'green']\n", "cordt = ['$(2, 9)$', '$(-3, 4)$', '$(3, -4)$', '$(5, 5)$']\n", "\n", + "# Plot the vectors\n", "for i in range(4):\n", - " ax.arrow(0, 0, vects[i, 0], vects[i, 1], color = col[i], width = .08, \n", - " length_includes_head = True,\n", - " head_width = .3, # default: 3*width\n", - " head_length = .6,\n", - " overhang = .4)\n", - " ax.text(x = vects[i][0], y = vects[i][1], s = cordt[i], size = 15)\n", + " ax.arrow(0, 0, vects[i, 0], vects[i, 1], color=col[i], width=0.08, \n", + " length_includes_head=True,\n", + " head_width=0.3, # default: 3*width\n", + " head_length=0.6,\n", + " overhang=0.4)\n", + " ax.text(x=vects[i][0], y=vects[i][1], s=cordt[i], size=15)\n", "ax.grid()\n", "\n", + "# Define the points for the arrows and lines\n", "points = np.array([[2, 9], [5, 5], [3, -4], [-3, 4]])\n", "\n", - "ax.arrow(points[3][0], points[3][1], points[1][0], points[1][1], color = 'green', width = .08, \n", - " length_includes_head = True,\n", - " head_width = .3, # default: 3*width\n", - " head_length = .6,\n", - " overhang = .4)\n", - "\n", + "# Plot the green vector from (-3, 4) to (2, 9)\n", + "start_point = points[3]\n", + "end_point = points[0]\n", + "direction = end_point - start_point\n", + "ax.arrow(start_point[0], start_point[1], direction[0], direction[1], color='green', width=0.08, \n", + " length_includes_head=True,\n", + " head_width=0.3, # default: 3*width\n", + " head_length=0.6,\n", + " overhang=0.4)\n", + "\n", + "# Plot the blue dashed lines\n", "line1 = np.array([points[0], points[1]])\n", - "ax.plot(line1[:,0], line1[:,1], c = 'b', lw = 3.5,alpha =0.5, ls = '--')\n", + "ax.plot(line1[:, 0], line1[:, 1], c='b', lw=3.5, alpha=0.5, ls='--')\n", "\n", "line2 = np.array([points[2], points[1]])\n", - "ax.plot(line2[:,0], line2[:,1], c = 'b', lw = 3.5,alpha =0.5, ls = '--')\n", + "ax.plot(line2[:, 0], line2[:, 1], c='b', lw=3.5, alpha=0.5, ls='--')\n", "\n", - "ax.text(-2, 6, '$\\|\\|\\mathbf{u}-\\mathbf{v}\\|\\|$', size = 16)\n", + "# Add the text for the distance using raw string\n", + "ax.text(-2, 6, r'$\\|\\|\\mathbf{u}-\\mathbf{v}\\|\\|$', size=16)\n", "\n", "###################### Axis, Spines, Ticks ##########################\n", "ax.axis([-10, 10.1, -10.1, 10.1])\n", @@ -411,8 +371,10 @@ "ax.yaxis.set_ticks_position('left')\n", "\n", "ax.minorticks_on()\n", - "ax.tick_params(axis = 'both', direction = 'inout', length=12, width=2, which='major')\n", - "ax.tick_params(axis = 'both', direction = 'inout', length=10, width=1, which='minor')" + "ax.tick_params(axis='both', direction='inout', length=12, width=2, which='major')\n", + "ax.tick_params(axis='both', direction='inout', length=10, width=1, which='minor')\n", + "\n", + "plt.show()\n" ] }, { @@ -424,20 +386,20 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+ "image/png": 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"text/latex": [ - "$\\displaystyle 7.0710678118654755$" + "$\\displaystyle 7.07106781186548$" ], "text/plain": [ "7.0710678118654755" ] }, - "execution_count": 13, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -494,50 +456,47 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "fig, ax = plt.subplots(figsize = (12, 12))\n", + "\n", + "fig, ax = plt.subplots(figsize=(12, 12))\n", "\n", "vects = np.array([[1, 4], [-2, 2], [2, -2]])\n", "colr = ['red', 'blue', 'blue'] \n", "cordt = ['$(1, 4)$', '$(-2, 2)$', '$(2, -2)$']\n", - "vec_name = ['$\\mathbf{u}$', '$\\mathbf{v}$','$\\mathbf{-v}$']\n", + "vec_name = [r'$\\mathbf{u}$', r'$\\mathbf{v}$', r'$\\mathbf{-v}$']\n", "\n", "for i in range(3):\n", - " ax.arrow(0, 0, vects[i][0], vects[i][1], color = colr[i], width = .08, \n", - " length_includes_head = True,\n", - " head_width = .3, # default: 3*width\n", - " head_length = .6,\n", - " overhang = .4)\n", - " ax.text(x = vects[i][0], y = vects[i][1], s = cordt[i], size = 15)\n", - " ax.text(x = vects[i][0]/2, y = vects[i][1]/2, s = vec_name[i], size = 22)\n", - "\n", - "ax.text(x = -1, y = 3, s = '$\\|\\|\\mathbf{u}-\\mathbf{v}\\|\\|$', size = 15) \n", - "ax.text(x = 1.5, y = 1, s = '$\\|\\|\\mathbf{u}+\\mathbf{v}\\|\\|$', size = 15) \n", - "\n", + " ax.arrow(0, 0, vects[i][0], vects[i][1], color=colr[i], width=0.08, \n", + " length_includes_head=True,\n", + " head_width=0.3, # default: 3*width\n", + " head_length=0.6,\n", + " overhang=0.4)\n", + " ax.text(x=vects[i][0], y=vects[i][1], s=cordt[i], size=15)\n", + " ax.text(x=vects[i][0]/2, y=vects[i][1]/2, s=vec_name[i], size=22)\n", "\n", + "ax.text(x=-1, y=3, s=r'$\\|\\|\\mathbf{u}-\\mathbf{v}\\|\\|$', size=15) \n", + "ax.text(x=1.5, y=1, s=r'$\\|\\|\\mathbf{u}+\\mathbf{v}\\|\\|$', size=15) \n", "\n", "############################### Dashed Line #######################\n", "line1 = np.array([vects[0], vects[1]])\n", - "ax.plot(line1[:,0], line1[:,1], c = 'b', lw = 3.5,alpha =0.5, ls = '--')\n", + "ax.plot(line1[:, 0], line1[:, 1], c='b', lw=3.5, alpha=0.5, ls='--')\n", "\n", "line2 = np.array([vects[0], vects[2]])\n", - "ax.plot(line2[:,0], line2[:,1], c = 'b', lw = 3.5,alpha =0.5, ls = '--')\n", + "ax.plot(line2[:, 0], line2[:, 1], c='b', lw=3.5, alpha=0.5, ls='--')\n", "\n", "###################### Axis, Spines, Ticks ##########################\n", "ax.spines['left'].set_position('center')\n", @@ -548,11 +507,13 @@ "ax.yaxis.set_ticks_position('left')\n", "\n", "ax.minorticks_on()\n", - "ax.tick_params(axis = 'both', direction = 'inout', length=12, width=2, which='major')\n", - "ax.tick_params(axis = 'both', direction = 'inout', length=10, width=1, which='minor')\n", + "ax.tick_params(axis='both', direction='inout', length=12, width=2, which='major')\n", + "ax.tick_params(axis='both', direction='inout', length=10, width=1, which='minor')\n", "\n", "ax.axis([-5, 5, -5, 5])\n", - "ax.grid()" + "ax.grid()\n", + "\n", + "plt.show()\n" ] }, { @@ -575,55 +536,54 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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"text/plain": [ - "
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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "fig, ax = plt.subplots(figsize = (12, 12))\n", + "\n", + "fig, ax = plt.subplots(figsize=(12, 12))\n", "\n", "vects = np.array([[1, 4], [-2, 2], [2, -2], [2.5, 2.5]])\n", "colr = ['red', 'blue', 'blue', 'green'] \n", "cordt = ['$(1, 4)$', '$(-2, 2)$', '$(2, -2)$', '$(2.5, 2.5)$']\n", - "vec_name = ['$\\mathbf{u}$', '$\\mathbf{v}$','$\\mathbf{-v}$', '$\\mathbf{w}$']\n", + "vec_name = [r'$\\mathbf{u}$', r'$\\mathbf{v}$', r'$\\mathbf{-v}$', r'$\\mathbf{w}$']\n", "\n", "for i in range(4):\n", - " ax.arrow(0, 0, vects[i][0], vects[i][1], color = colr[i], width = .08, \n", - " length_includes_head = True,\n", - " head_width = .3, # default: 3*width\n", - " head_length = .6,\n", - " overhang = .4)\n", - " ax.text(x = vects[i][0], y = vects[i][1], s = cordt[i], size = 15)\n", - " ax.text(x = vects[i][0]/2, y = vects[i][1]/2, s = vec_name[i], size = 22)\n", + " ax.arrow(0, 0, vects[i][0], vects[i][1], color=colr[i], width=0.08, \n", + " length_includes_head=True,\n", + " head_width=0.3, # default: 3*width\n", + " head_length=0.6,\n", + " overhang=0.4)\n", + " ax.text(x=vects[i][0], y=vects[i][1], s=cordt[i], size=15)\n", + " ax.text(x=vects[i][0]/2, y=vects[i][1]/2, s=vec_name[i], size=22)\n", "\n", - "ax.text(x = -1, y = 3, s = '$\\|\\|\\mathbf{u}-\\mathbf{v}\\|\\|$', size = 15) \n", - "ax.text(x = 1.5, y = 1, s = '$\\|\\|\\mathbf{u}+\\mathbf{v}\\|\\|$', size = 15) \n", + "ax.text(x=-1, y=3, s=r'$\\|\\|\\mathbf{u}-\\mathbf{v}\\|\\|$', size=15) \n", + "ax.text(x=1.5, y=1, s=r'$\\|\\|\\mathbf{u}+\\mathbf{v}\\|\\|$', size=15) \n", "\n", "############################### Dashed Line #######################\n", "\n", "line1 = np.array([vects[0], vects[1]])\n", - "ax.plot(line1[:,0], line1[:,1], c = 'b', lw = 3.5,alpha =0.5, ls = '--')\n", + "ax.plot(line1[:, 0], line1[:, 1], c='b', lw=3.5, alpha=0.5, ls='--')\n", "\n", "line2 = np.array([vects[0], vects[2]])\n", - "ax.plot(line2[:,0], line2[:,1], c = 'b', lw = 3.5,alpha =0.5, ls = '--')\n", + "ax.plot(line2[:, 0], line2[:, 1], c='b', lw=3.5, alpha=0.5, ls='--')\n", "\n", - "line1 = np.array([vects[1], vects[3]])\n", - "ax.plot(line1[:,0], line1[:,1], c = 'k', lw = 3.5,alpha =0.5, ls = '--')\n", + "line3 = np.array([vects[1], vects[3]])\n", + "ax.plot(line3[:, 0], line3[:, 1], c='k', lw=3.5, alpha=0.5, ls='--')\n", "\n", - "line2 = np.array([vects[2], vects[3]])\n", - "ax.plot(line2[:,0], line2[:,1], c = 'k', lw = 3.5,alpha =0.5, ls = '--')\n", + "line4 = np.array([vects[2], vects[3]])\n", + "ax.plot(line4[:, 0], line4[:, 1], c='k', lw=3.5, alpha=0.5, ls='--')\n", "\n", "###################### Axis, Spines, Ticks ##########################\n", "ax.spines['left'].set_position('center')\n", @@ -634,11 +594,13 @@ "ax.yaxis.set_ticks_position('left')\n", "\n", "ax.minorticks_on()\n", - "ax.tick_params(axis = 'both', direction = 'inout', length=12, width=2, which='major')\n", - "ax.tick_params(axis = 'both', direction = 'inout', length=10, width=1, which='minor')\n", + "ax.tick_params(axis='both', direction='inout', length=12, width=2, which='major')\n", + "ax.tick_params(axis='both', direction='inout', length=10, width=1, which='minor')\n", "\n", "ax.axis([-5, 5, -5, 5])\n", - "ax.grid()" + "ax.grid()\n", + "\n", + "plt.show()\n" ] }, { @@ -650,7 +612,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -660,7 +622,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -669,7 +631,7 @@ "array([3.60555128])" ] }, - "execution_count": 10, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -680,7 +642,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -689,7 +651,7 @@ "array([6.08276253])" ] }, - "execution_count": 11, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -707,7 +669,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -718,20 +680,20 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+ "image/png": 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"text/latex": [ - "$\\displaystyle 3.605551275463989$" + "$\\displaystyle 3.60555127546399$" ], "text/plain": [ "3.605551275463989" ] }, - "execution_count": 13, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -744,20 +706,20 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 19, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+ "image/png": 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"text/latex": [ - "$\\displaystyle 6.082762530298219$" + "$\\displaystyle 6.08276253029822$" ], "text/plain": [ "6.082762530298219" ] }, - "execution_count": 14, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -777,7 +739,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -789,7 +751,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -822,7 +784,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "In general, the set of all vectors $\\mathbf{z}$ that are orthogonal to subspace $W$ is called orthogonal complement, or denoted as $W^\\perp$." + "In general, the set of all vectors $\\mathbf{z}$ that are orthogonal to subspace $W$ is called _orthogonal complement_, or denoted as $W^\\perp$." ] }, { @@ -847,7 +809,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "There is one formula of calculating angles in vector space, to derive it we need the law of cosine:\n", + "Here is the formula of calculating angles in vector space, to derive it we need the law of cosine:\n", "\n", "$$\\|\\mathbf{u}-\\mathbf{v}\\|^{2}=\\|\\mathbf{u}\\|^{2}+\\|\\mathbf{v}\\|^{2}-2\\|\\mathbf{u}\\|\\|\\mathbf{v}\\| \\cos \\vartheta$$" ] @@ -870,7 +832,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "In statistics, $\\cos{\\vartheta}$ is called correlation coefficient .\n", + "In statistics, $\\cos{\\vartheta}$ is called _correlation coefficient_.\n", "\n", "$$\n", "\\cos{\\vartheta}=\\frac{\\mathbf{u} \\cdot \\mathbf{v}}{\\|\\mathbf{u}\\|\\|\\mathbf{v}\\|}\n", @@ -888,31 +850,19 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "You probably have notices that sometimes dot product and inner product are used interchangeably. Despite that, they do have different meanings. \n", + "You may have noticed that the terms *dot product* and *inner product* are sometimes used interchangeably. However, they have distinct meanings.\n", "\n", - "Functions and polynomials can have inner product as well, but we usually use dot product to refer to inner product among vector space.\n", + "Functions and polynomials can also have an inner product, but we typically use the term dot product to refer to the inner product within vector spaces.\n", "\n", - "We will show that dot product has an interesting geometric interpretation." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Consider two vectors $\\mathbf{a}$ and $\\mathbf{u}$, pointing different direction, the angle form by them is $\\vartheta$, also $\\mathbf{u}$ is a unit vector. We would like to know how much $\\mathbf{a}$ is pointing to $\\mathbf{u}$'s direction.\n", + "The dot product has an interesting geometric interpretation. Consider two vectors, $\\mathbf{a}$ and $\\mathbf{u}$, pointing in different directions, with an angle $\\vartheta$ between them. Suppose $\\mathbf{u}$ is a unit vector. We want to determine how much $\\mathbf{a}$ is aligned with the direction of $\\mathbf{u}$.\n", "\n", - "And this value can be calculated by projecting $\\mathbf{a}$ onto $\\mathbf{u}$,\n", + "This value can be calculated by projecting $\\mathbf{a}$ onto $\\mathbf{u}$:\n", "\n", "$$\n", - " \\|\\mathbf{a}\\|\\cos{\\vartheta}=\\|\\mathbf{a}\\| \\|\\mathbf{u}\\|\\cos{\\vartheta} = \\mathbf{a} \\cdot\\mathbf{u} \n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Any vector $\\mathbf{b}$ can be normalized as a unit vector $\\mathbf{u}$, then perform the calculation above, we can tell how much $\\mathbf{b}$ is pointing the direction of $\\mathbf{u}$." + " \\|\\mathbf{a}\\|\\cos{\\vartheta} = \\|\\mathbf{a}\\| \\|\\mathbf{u}\\|\\cos{\\vartheta} = \\mathbf{a} \\cdot \\mathbf{u}\n", + "$$\n", + "\n", + "Any vector $\\mathbf{b}$ can be normalized to a unit vector $\\mathbf{u}$. By performing the calculation above, we can determine how much $\\mathbf{b}$ is aligned with the direction of $\\mathbf{u}$." ] }, { @@ -926,14 +876,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "If a set of vectors $S = \\left\\{\\mathbf{u}_{1}, \\ldots, \\mathbf{u}_{p}\\right\\}$ in $\\mathbb{R}^{n}$ has any arbitrary pair to be orthogonal, i.e. $\\mathbf{u}_{i} \\cdot \\mathbf{u}_{j}=0$ whenever $i \\neq j$, $S =\\left\\{\\mathbf{u}_{1}, \\ldots, \\mathbf{u}_{p}\\right\\}$ is called an orthogonal set. " + "If a set of vectors $S = \\left\\{\\mathbf{u}_{1}, \\ldots, \\mathbf{u}_{p}\\right\\}$ in $\\mathbb{R}^{n}$ has any arbitrary pair to be orthogonal, i.e. $\\mathbf{u}_{i} \\cdot \\mathbf{u}_{j}=0$ whenever $i \\neq j$, $S =\\left\\{\\mathbf{u}_{1}, \\ldots, \\mathbf{u}_{p}\\right\\}$ is called an _orthogonal set_. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Naturally, orthogonal set $S$ is linearly independent, they are also an orthogonal basis for space spanned by $\\left\\{\\mathbf{u}_{1}, \\ldots, \\mathbf{u}_{p}\\right\\}$. Orthogonal basis has an advantage is that coordinates of the basis can be quickly computed." + "Naturally, orthogonal set $S$ is linearly independent, they are also an _orthogonal basis_ for space spanned by $\\left\\{\\mathbf{u}_{1}, \\ldots, \\mathbf{u}_{p}\\right\\}$. Orthogonal basis has an advantage is that coordinates of the basis can be quickly computed." ] }, { @@ -1019,47 +969,49 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 22, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "fig, ax = plt.subplots(figsize = (12, 12))\n", + "\n", + "\n", + "fig, ax = plt.subplots(figsize=(12, 12))\n", "\n", "vects = np.array([[4, 5], [2, 1]])\n", "colr = ['red', 'blue'] \n", "cordt = ['$(4, 5)$', '$(2, 1)$']\n", - "vec_name = ['$\\mathbf{y}$', '$\\mathbf{u}$']\n", + "vec_name = [r'$\\mathbf{y}$', r'$\\mathbf{u}$']\n", "\n", "for i in range(2):\n", - " ax.arrow(0, 0, vects[i][0], vects[i][1], color = colr[i], width = .03, \n", - " length_includes_head = True,\n", - " head_width = .1, # default: 3*width\n", - " head_length = .2,\n", - " overhang = .4)\n", - " ax.text(x = vects[i][0], y = vects[i][1], s = cordt[i], size = 15)\n", - " ax.text(x = vects[i][0]/2, y = vects[i][1]/2, s = vec_name[i], size = 22)\n", + " ax.arrow(0, 0, vects[i][0], vects[i][1], color=colr[i], width=0.03, \n", + " length_includes_head=True,\n", + " head_width=0.1, # default: 3*width\n", + " head_length=0.2,\n", + " overhang=0.4)\n", + " ax.text(x=vects[i][0], y=vects[i][1], s=cordt[i], size=15, color=colr[i], verticalalignment='bottom')\n", + " ax.text(x=vects[i][0]/2, y=vects[i][1]/2, s=vec_name[i], size=22, color=colr[i], verticalalignment='bottom')\n", "\n", "################################### Subspace L ############################\n", - "x = np.linspace(0, 8.1)\n", - "y = 1/2*x\n", - "ax.plot(x, y, lw = 3, color = 'red', alpha = .5)\n", - "ax.text(x = 6.5, y = 3, s = '$L = \\operatorname{Span(\\mathbf{u})}$', size = 19)\n", + "x = np.linspace(0, 8.1, 100)\n", + "y = 1/2 * x\n", + "ax.plot(x, y, lw=3, color='red', alpha=0.5)\n", + "ax.text(x=6.5, y=3, s=r'$L = \\operatorname{Span}(\\mathbf{u})$', size=19, color='red')\n", "\n", "ax.axis([0, 8, 0, 8])\n", - "ax.grid()" + "ax.grid()\n", + "\n", + "plt.show()\n" ] }, { @@ -1071,12 +1023,12 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 23, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/latex": [ "$\\displaystyle 2.6$" ], @@ -1084,7 +1036,7 @@ "2.6" ] }, - "execution_count": 20, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } @@ -1097,7 +1049,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 24, "metadata": {}, "outputs": [ { @@ -1106,7 +1058,7 @@ "array([5.2, 2.6])" ] }, - "execution_count": 21, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -1124,66 +1076,68 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 29, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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umGWn7rpLevpps970+PHmsc6dpf/v/zO3U1OlQYOkiROlNWv8X7N6dROwAjlyRNq82ds8K9DMbW4sXmxCc1ycdPXV+XuN/AjH51aY3Hmn1KePub1li7kE4cknTVO4t94y3y//+pd5vFw50yAPAAAA4ZWn0Fy5cmVVq1Yt82POnDlq0KCBevbsGar6UAQ1bChdfrm5/fnn1t2Ps+vXT7rsssCPjR4dnNrCzeWSPv3Uu5zQ2bNm1vSpp6TFi81Yhw5maa3Bg72dwTdskP7xD2nfvsCv+9prOZ827XRKY8dKkyfnvebz512aP9+E5muvNct8hVMoP7fCJipK+vJLaeBAc//gQenZZ02X+PvuM529JXOa/9y55owMAAAAhFe+u2enpKTok08+0dixY+VwOCy3S05OVnKWLj6n/9cNKTU1Vam5TVMotDzHMPuxvPtuh375JUpHjkjffpumQYPcgZ7u5957nbr/ft/zc+vXd6tbt7Rch+/CpkMHafVq6dVXnfr5Z6f27zfXLVevLvXvn6EXX8xQqVJmJnH2bIf+/neXfv1VyshwqGnT1ICfd8mS0k8/SVOmOPX55w5t3epQcrJUo4bUq5db99yTrjZtpIULHQr0Y25+/vxfNzU1VUuXXqILF8zP9D33pCk1NXfHLlhC9bkVVnFx0qxZ5th/8olTa9Y4dPiwaahXv75b113n1p13Zqhs2dy/AeVh9fOJootjGlk4npGF4xlZOJ6RpyDH0uF2u/P1F/GMGTM0bNgw7dmzRzVq1LDc7qmnntLTTz/tNz5t2jSVLFkyP7tGEZCe7tA991ypI0dKqnPn/Ro3blWunvf554312We+083Dh2/VjTduD0WZCOCRR3ooMbG8Gjc+rn/+c7Hd5QAAAAAFdu7cOQ0bNkynTp1SmZzWgg0g36G5X79+iomJ0bfffpvjdoFmmmvVqqUDBw6oYsWK+dk1CpHU1FTNnz9fffr0UXR0tM9jH37o0F13RcnpdGv16jQ1b57za61e7dCAAS6dOOE9cyEmxq3ExDRVrx6K6pHdTz+lq3//OEnSvHlpuuKK8M4yI7hy+vlE0cQxjSwcz8jC8YwsHM/Ic+zYMVWvXj1foTlfp2f/8ccf+umnnzRr1qyLbhsbG6vYAIu8RkdH8w0YQQIdz9tvN9edbtrk0LPPRivQt0v79mapnuPHpd27/R8fMcKh2rX5PgmXf/7TnBrfp0+Grroq31dvoJDh/9vIwzGNLBzPyMLxjCwcz8hRkOOYr3WaP/jgA1WpUkUDBgzI944R+Vwu6c03ze2vvgq8Du2aNWY8UGCuUME0RUJ4fPedlJDgVFRUul57Ld3ucgAAAIBCIc9TSRkZGfrggw80cuRIRUUxE4Wcde9uZpLzqlQpaeZMcVp2GPXvL6WkpOq7775T48b97S4HAAAAKBTyPNP8008/ac+ePbr99ttDUQ+KsZgYqX596e67pU2bpN697a4IAAAAQHGX56nivn37Kp+9wwA/fCsBAAAAKMzydU0zAAAAAADFAaEZAAAAAAALhGYAAAAAACwQmgEAAAAAsEBoBgAAAADAAqEZAAAAAAALhGYAAAAAACwQmgEAAAAAsEBoBgAAAADAAqEZAAAAAAALhGYAAAAAACwQmgEAAAAAsEBoBgAAAADAAqEZAAAAAAALhGYAAAAAACwQmgEAAAAAsEBoBgAAAADAAqEZAAAAAAALhGYAAAAAACwQmgEAAAAAsEBoBgAAAADAAqEZyINx4ySHw/uxYYP/Nh9+6LvNjBkF32/21/zww7w9DgAAACB/CM1AHowZI0VFee+/847/Np995r1dqZJ03XUhLwsAAABAiBCagTyoWVMaPNh7/9NPpaQk7/0jR6T//td7f8QIKSYmfPUBAAAACC5CM5BHDz3kvX3mjDRtmvf+zJlSWpr3/h135PxakyebbWbPDmqJAAAAAIKE0AzkUefOUqdO3vvvvuu9PX2693aXLlLTpjm/1g8/SFOnSmvXBrdGAAAAAMFBaAby4e9/995eu1ZatUrav19assQ7frFZZgAAAACFX9TFNwGQ3eDBUq1a0t695v6770rNmkkZGeZ+fLz0179e/HXmzMnf/tPTfe8fOpS/1wEAAACQM2aagXyIipLuu897f/p06YMPvPdvukkqVSp4+8veTOzECd/7y5YFb18AAAAAvAjNQD7ddZdUsqS5ffastGmT97Fgn5pdrZrv/enTzT4l6fPPaSQGAAAAhAqhGcin8uWlW2/1H2/RQurYMbj76tjRd+Z6zRqpalUTpm+6SXK7g7s/AAAAAAahGSiABx+UHA7fsVA0ACtdWnr0Ud+xs2fNtcwlSwYO7wAAAAAKjtCMkEpJMU2yrrxSqlLFXJtbu7Z0993SgQPe7U6dksqWNQH0jTfsqzevLr1U6tfPez82VrrlltDsa8IEs65z06bm61ipkmk2tm6d1Lt3aPYJAAAAFHd0z0bILF0qjRgh7drlO753rzRlivT99ybwVaggvfOOdPq0OeX4zjvtqTc/3G7p+HHv/SFDzOcTKmPGmI/sGjeWbrstdPsFAAAAiitCM0Jixgwz45qaamaPr7pK6tRJOnxYmjZNOnlS2rNHev116bHHpEmTzPPGjpVKlLCz8tx57z3p6FFp8WJp5Uoz5nCY+gEAAABEDkIzgm71anONbWqqOV151iypf3/v43/7m9S6tVlreP58qWZN6eBBM0N77722lZ0nzz8v/fGH79j990tt29pTDwAAAIDQIDQjqNxuc/pwcrK5//rrvoFZkpo3l/r2lebNM6dqT5xoxh980DS8yq0lS8xsbzC0bWuutc6ruDipQQNzjXbWdZsBAAAARAZCM4Jq/nxpxQpzu0MHs5ZxII0amdD855/mfpky0gMP5G1fTzwhLVyY/1qz+uCDvF0TvHt3cPYLAAAAoHCjezaC6v33vbfHjfNfjsmjfHnf+/fdJ5UrF7KyAAAAACBfmGlG0GRkmNljyQTggQNz3tajZMn8NdBKSMj7cwAAAAAgL5hpRtBs2GCWjZKk7t3NWsJW3G7v7bvvNmsOAwAAAEBhQ2hG0Kxb573dpk3O26anm39jY6VHHgldTQAAAABQEJyejaDZudN7u2FD6+1SUqTp083tOnWk6tXzt7/C0D0bAAAAQGQjNCNojh/33i5Txnq7t9+Wdu0yt12u/O8v3N2zrZqaFRVZT4kHAAAAkDuEZgRN1lDmubY5u+PHpeee896PKkLfgYROAAAAoPgpQpEFhV3Nmt7bv/wijRjhv83DD/ueUp2Wlv/90T0bAAAAQKjRCAxB06GD9/aHH/o2BpOkl14y45L39O0dO6S9e8NRXXB8+KE5Tdvz4fl8cvt4UdsvAAAAUNwx04ygufJKqW5dafdu6cIFs+zUsGHSJZdIP/8sLV5stuvcWbrxRjPrnJoqDRokDR8u/eUvUrt2dn4GAAAAAOCL0IygcbmkTz+V+vWTkpKks2el997z3aZDB2n2bOncOdPI6/x5s77zhg3SN98QmgEAAAAULpyejaC6/HITgO+5R2rQQCpRQoqONss53XuvtGCBVLmyWWrqu++kFi0k5/++C1u1srd2O0yeLN1xh3kjAQAAAEDhw0wzgq5+fbOs1MX06iVt3Bjycgq1H36Q5s41TdSuucbuagAAAABkx0wzAAAAAAAWmGkGCiA93ff+oUN5e/6cOfbsFwAAAEDuMNMM5EFMjO/9Eyd87y9bFln7BQAAAIo7QjOQB9Wq+d6fPt10CZekzz8PXUMvu/YLAAAAFHecng3kQceOUqlS3sC6Zo1UtapUunRoT5G2a78AAABAccdMM5AHpUtLjz7qO3b2rAmuJUtKt94aWfsFAAAAijtCM5BHEyaY9ZWbNjXXGleqJP31r9K6dVLv3pG3XwAAAKA44/RsIB/GjDEf2TVuLN12W+TtFwAAACiumGkGAAAAAMACoRkAAAAAAAuEZgAAAAAALBCaAQAAAACwQGgGAAAAAMACoRkAAAAAAAuEZgAAAAAALBCaAQAAAACwQGgGAAAAAMACoRkAAAAAAAuEZgAAAAAALBCaAQAAAACwQGgGAAAAAMACoRkAAAAAAAuEZgAAAAAALBCaAQAAAACwQGgGAAAAAMACoRkAAAAAAAuEZgAAAAAALBCaAQAAAACwQGgGEFLjxkkOh/djwwb/bT780HebGTMKvt/sr/nhh3l7HAAAAJAIzQBCbMwYKSrKe/+dd/y3+ewz7+1KlaTrrgt5WQAAAECuEJoBhFTNmtLgwd77n34qJSV57x85Iv33v977I0ZIMTHhqw8AAADICaEZQMg99JD39pkz0rRp3vszZ0ppad77d9yR82tNnmy2mT07qCUCAAAAARGaAYRc585Sp07e++++6709fbr3dpcuUtOmOb/WDz9IU6dKa9cGt0YAAAAgEEIzgLD4+9+9t9eulVatkvbvl5Ys8Y5fbJYZAAAACLeoi28CFD+7d0v16pnbI0fSWTkYBg+WatWS9u419999V2rWTMrIMPfj46W//vXirzNnTv72n57ue//Qofy9DgAAAIoXZpoBhEVUlHTffd7706dLH3zgvX/TTVKpUsHbX/ZmYidO+N5ftix4+wIAAEDkIjQDCJu77pJKljS3z56VNm3yPhbsU7OrVfO9P3262ackff45jcQAAACQO5yeDQRQt67kdttdReQpX1669Vb/tZpbtJA6dgzuvjp2NDPXnqC8Zo1UtapUujSnZgMAACD3mGkGEFYPPig5HL5joWgAVrq09OijvmNnz5rAXLKkCe8AAADAxRCaAYTVpZdK/fp578fGSrfcEpp9TZhg1nVu2tRc41ypkmk2tm6d1Lt3aPYJAACAyEJoRlAlJJhZRIdDeuopM/bbb9L990tNmpjTZcuXN+v2vvaalJyct9dKTJQefth0XS5XzvexrBITpbFjpVatzP7i4qSaNaVBg0wn7OydlLPbvdu779tuy9OXINf+9S/vPjwfjRvnfFr48uX+z4mKMks3FRVut3T8uPf+kCFShQqh29+YMdKWLeZ77cgRc21z48bmuLrd3o+LHefbbvP/2vfqFXjbrN+7WT927w7mZwYAAIBw4JpmhNTnn0u33y6dO+cdO3dOWrHCfEyZIn3/vVSnzsVf65NPTCOp8+dz3u6556Snn5bS0nzH9+0zH3PmmMD6zTdSgwZ5/5yC5c47TZ1JSd6xxETp55+lK68M/JzPPvMf699fqlEjNDUG03vvSUePSosXSytXmjGHw7y5AQAAABRWhGaEzJo10ksvSamp0rBh0hVXSCVKmFm/99+XDhyQtm0zp8muWyeVLWv9Wr/8Ij3/vAlZI0dK3bubWesdO6Tatb3bTZhgQrNkth08WOrb16wB/NtvZomjP/4wNXTtKq1da1/gLFtWGjXKnD6c1TvvBA7NGRnSjBn+46NHh6a+YHv+efO1z+r++6W2be2pBwAAAMgNQjNCZs4c03Dp++/9T2P9f//PzJAuWybt2mUaNmXvqJzV/PlSlSrm35YtA2+zYoX0wgvmdlyc9NVX0lVX+e93yBBT06FDpgHVd9/l+1MssAcflN580wRij2++MW8oVK/uu+2CBdLBg75j1apJAwbkbl9LlpiZ3pykpTm0Zk01paY6FJXD/w5t2/q+WZEXcXFmhv/uu33XbQYAAAAKI0IzQuqllwJf91munPTFF6YpVFKSuc742WelypWtX+vdd60DsyT985/e8PnMM/6BWTKz09Onm/0ePCjNmydt2GCufbZDgwbmOutvvvGOpaVJ//mPmTXPavp0/+ePHKkcw21WTzwhLVx4sa2iJHW66Gt98EHer/Xmel4AAAAURTQCQ8iUK2eu27VyySXS8OHmdnKy9O231tvWqSNde63148nJ0ty55nbp0tK991pvW7as7+OzZllvGw4PPeQ/9t57vs3KUlKkL7/0366onJoNAAAAFFWEZoRMt27mVNycZL1219McKpCuXf3X9s1qwwZvJ+6uXc2Mck6yLnm0fHnO2+bkqadMXQVZZ7hXL6l1a9+xvXu9bwJI0g8/SCdO+G7To4fUqFHu95OQ4NstOtBHSkqqvv76G6WkpOa4Xag6igMAAACFDaEZIZObQJd1m5yWTapZM+fXOXDAe7tx44vvN+s2WZ+bV+vWmX+zh968+vvf/ceyXuMdqGt2QYI6AAAAgNwhNCNkLjbbm32bM2estytRIufXyfrc3Oy3dOnc7fdi1q83/xY0NN90k2nqldUPP5jrgM+dk2bP9n2sbFnT0AyFU0qK3RUAAAAgWGgEhpA5ezZv28TH539fWZ+bm/1mXRs5v/s9cULas8ecnl3QRmIxMaaTdNbmXxkZpvlZ69b+n9PNN1/8jYTsCkv37EiSmhp4fO/e8NYBAACA0CE0I2R27MjbNgVZLznr8kyJiRfffvv2gu/XM8tcv37BAr/HPfeYtYwvXPCOvf++1K6d/7b5OTXbju7ZOV2HXti53b73Y2L8t8n65ktWmzYFvx4AAADYg9OzETKLF3ubc1n56Sfv7U4Xz2qWWreWYmPN7SVLzCnNOfnhh4LvN1jXM3tUqiTdcovv2OHDZlmsrFq1ChykC6OLNR4rzB/ZlS/vP7Zjh//3+OnTZgk1AAAARAZCM0Lm5Emz3rCVAwekTz81t2NjpYED87+vmBjv85OSpLfest729Gnp7be99wcPzt8+g3U9c1aBlp/KLr8NwOieXTBNm/qPnTsn3X+/d3mwI0ekoUOlU6fCWxsAAABCJ8+hed++fbrllltUsWJFlShRQi1atNDq1atDURsiwKOPSosW+Y+fPm3ChacJ16hRUuXKBdvXI49Izv99R0+Y4Dub7HHunDRsmLdjdv/+UsuW+dtfKEJzs2ZS377Wj8fFede2Lio+/NCcpu35yD4Le7HHC8t++/aVXC7/8ffeM5cHtGhh1h4P9H0HAACAoitP1zSfOHFCXbt2Ve/evTVv3jxVrlxZiYmJKh/ovEUUewMHSvPnS3/5i+kOfcUVpnnVr79KU6d6l5iqV096+eWC769TJ+mxx6TnnjPXBV99tekw3bevueZ4+3ZzjfDu3Wb7qlVN4MmP5GRp61ZzO5ihWTLLT/34Y+DHbrgh8GnCCL3q1aVbbzXXc2d35Ij58Gja1HyfAwAAoOjLU2h++eWXVatWLX2Q5a/GevXqBb0oRIZ27aQRI8ws8qefek/FzqpJE+n776UyZYKzz2efNadqP/OMlJYmffGF+ciuaVOzjFN+m4Bt3mxev1Kli68hnVf9+kmXXeYN5VmNHh3cfSFvXnvNHJflywM/7nSaU+wHDDBvEgEAAKDoy1Nonj17tvr166cbb7xRCxcu1CWXXKJ7771Xd955p+VzkpOTlZylU87p06clSampqUq1Wq8FRYbnGHr+TUtzyPNtlZ6eruuvz1DTptJbbzk1f75T+/dL0dFS48Zu3XijW3/7W4ZiYwMv3ZP9tVJTM3JV07hxZkb2vfec+vlnp/bulc6fNwG3dWu3brghQ8OGuRUVZb1kkBmPliS53RlKTU33eXzNGlNby5b+jwXDvfc6df/9vucC16/vVrduaZY1B0P24xkM6ene42jupyk11Z3rx7N7802nNm50aODADA0aZL1dsPcrSSVLmuZ1U6Y49fnnDm3d6lBysnnzpVcvt+65J11t2kgLF/q+tof5fy/HXQRVKI4n7MUxjSwcz8jC8YwsHM/IU5BjmafQ/Pvvv+vtt9/W2LFj9dhjj2nVqlV64IEHFBMTo5EjRwZ8zosvvqinn37ab3zBggUqWbJk/qpGoTN//nxJ0qZNFSV1kyQlJibqu+9+k2RmT/v183/ezz/n/Lpff+29/d13eaupd2/zEYjV6c8e+/eXknSlJOnQoT/03XcbfR7/5psWkuorPv53fffdlrwVlgu//NJY0mU+Y126bNO8edsDPyHIPMczGDZsqCWpbZb7G/Xdd3tz/Xh2n37aSatXV9O5c9vlcv0Wtv1mVb++NH68//iBA97r5bN+73r8+qs9p20H83iicOCYRhaOZ2TheEYWjmfkOHex5XVykKfQnJGRofbt2+uFF16QJLVp00abN2/WO++8Yxmax48fr7Fjx2beP336tGrVqqXevXurYsWK+S4chUNqaqrmz5+vPn36KDo6WqVKeRfmbdSokfr3b2Bjdfm3bJn382jVqrb69/c9B3viRDMLfN11ddW/f52g7nv1aoe+/953ljkmxq0XXmio6tUbBnVf2WU/nsFw9KjvYs2tWrVU//4tcv14dlOmmK/Nxb6/gr3foigUxxP24phGFo5nZOF4RhaOZ+Q5duxYvp+bp9BcvXp1Nc227spll12mL7/80vI5sbGxivUsoJtFdHQ034ARxHM8o7J8R7lcLkVHB2g3XAQsXuy93bq17+fhdksb/zfx3L59lILxbdy+vXnd48e9jcqyGjHCodq1w/fzEsyfT/+O075fs6NHs2+f89d07tzMLf/3EZ79FmX8fxt5OKaRheMZWTiekYXjGTkKchzzFJq7du2q337zPR1y+/btqlMnuDNtgB02bZI2bJBWr/au81yypFmWKqudO71LZf3tb4GXIZKkv/7VPJ4ba9ZYP1ahgmlwVlTFxPjeP3HC9/6yZZG1XwAAAESWPIXmv//977r88sv1wgsvaOjQoVq5cqWmTJmiKVOmhKo+IGymTpVef913bOJEqWxZ3zHP+syStGSJ9etZXLGQJ6VKSTNnmuWOiqpq1XzvT59u3kwoVUr6/HPTxTyS9gsAAIDIkqfQ3KFDB3311VcaP368nnnmGdWrV0+TJk3S8OHDQ1UfEFZOp1kHuX176YEH/GeZJbP2szvnJssFEhNjlrHq00d69FGzjnVR1rGjCapnz5r7a9aYNbJLl5YOHYq8/QIAACCy5Ck0S9LAgQM1cODAUNSCCNCrV2gDZShNmmQ+7FBUv2a5Ubq0Cf9PPukdO3vWfJQsad6E+L//i5z9AgAAILI47S4AQOSbMEGaPFlq2tTMpFeqZK75XrfOelmworxfAAAARI48zzQDQH6MGWM+smvcWLrttsjbLwAAACIDM80AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAAAAAAWCM0AAAAAAFggNAMAAAAAYIHQDAAAAACABUIzAAARYP369XK5XKpTp45SUlJy9ZwjR46oUqVKcjgccjgcuu2224Ja0+7duzNf+2IfR48eDfgaN910kxwOhyZPnhzU2gAAyC1CMwAAEeCRRx5RRkaGHnvsMcXExOTqOX//+9917NixEFdWMBMmTJDD4dCzzz6r06dP210OAKAYIjQDAFDEff/99/rpp59Uu3Zt3X777bl6zo8//qhPP/1U9evXD3F1xnfffaczZ85YflSqVCng85o1a6YhQ4boyJEjevnll8NSKwAAWRGaAQAo4p577jlJ0t/+9jdFR0dfdPtz587pb3/7myTp3//+d0hr8yhRooRKly5t+ZGTBx54QJL0xhtv6MyZM+EoFwCATIRmAACKsC1btmjp0qVyOBwaNmxYrp7z1FNP6ffff9eQIUN09dVXh7jCguvatavq1KmjpKQkTZs2ze5yAADFDKEZAIAibMqUKZKk7t27q3bt2hfdfv369XrttdcUHx+v119/PdTlBUXWNwQ8ny8AAOFCaAYAoAibOXOmJOmqq6666LYZGRm66667lJaWpmeffVY1atQIdXl+ctvZOzvPjPjatWu1a9euYJYEAECOCM0AABRRO3bs0P79+yVJHTt2vOj2b7zxhlatWqW2bdtqzJgxoS7Px5gxYxQfH6/Y2FjFxcWpZcuW+sc//qE///wzV89v166dXC6XJGnhwoWhLBUAAB+EZgAAiqhFixZJMqcvt2/fPsdt9+zZowkTJsjpdOqdd97JDKDhsmXLFiUlJUmSkpOTtWnTJk2cOFGXXnqppk+fftHnlyxZUs2bN5dEaAYAhBehGQCAIurXX3+VJFWsWFFly5bNcdv77rtPSUlJuueee9ShQ4dwlCen06m+ffvqgw8+0MaNG3XixAmdP39emzZt0uOPP67Y2FidPXtWt9xyi3788ceLvl6DBg0kSZs3bw516QAAZIqyuwAAAJA/R44ckSSVL18+x+1mzJihOXPmqFq1anrhhRfCUZokqXbt2vrhhx/8xps3b67nnntO/fv31xVXXKELFy5ozJgx2rp1a44z4BUqVJDk/bwBAAgHZpoBACiiPOHREyYDOXnypB588EFJ0quvvnrRGelwuvzyyzPXYE5MTNTKlStz3J7QDACwA6EZAIAI9vTTT+vgwYPq06ePbr75ZrvL8XPNNddk3l63bp2NlQAAEBihGQCAIqpy5cqSpOPHj1tu41meaf78+XI4HAE/PD766KPMsa+//jqktXtUqVIl8/bJkydz3NbzeWZ9DgAAoUZoBgCgiMpNaC7sDh48mHm7XLlyOW7r+Tw9nzcAAOFAIzAAAIqoZs2aSTJh8sSJEwEbgr322mt66qmncnydNm3aSJIGDRqkZ555RpJUr1694BZr4auvvsq83bZt2xy33blzpyTv5w0AQDjkKTQ/9dRTevrpp33GmjRpom3btgW1KAAAcHHdu3eXJLndbq1atUp9+/b12yYv4bdChQpq3bp1sMrTn3/+qZo1a1o+npCQoLfeekuS1KhRI3Xs2NFy23PnzmUuNdWzZ8+g1QgAwMXk+fTsZs2a6cCBA5kfS5YsCUVdAADgIho2bKgaNWpI0kU7TwdD3bp15XA4VLdu3Vxt36ZNGw0ePFgff/yxtmzZomPHjunYsWNauXKlxo4dq759+yo5OVlRUVF688035XRa/1myZs0apaenSyI0AwDCK8+nZ0dFRalatWqhqAUAAOTCyZMnM6/rHTx4sCZPnqwffvhBTzzxhM2V+UpNTdWsWbM0a9Ysy23Kly+vqVOnqk+fPjm+lme957Zt24bt1HEAAKR8hObExETVqFFDcXFx6tKli1588UXVrl3bcvvk5GQlJydn3j99+rQk84s0NTU1HyWjMPEcQ45lZOB4RhaOZ4T573+196eftETSqlWrdPfdd6tatWoaNWqUJk+erKVLlyoxMTHXs8CBZGRkWH6/JCcnZ66P3Llz51x9X7333ntaunSpVq5cqX379unYsWNKTU1V+fLl1bRpU/Xp00ejRo1SxYoVc3w9t9utadOmSZJGjx4dMd/T/IxGFo5nZOF4Rp6CHEuH2+1253bjefPmKSkpSU2aNNGBAwf09NNPa9++fdq8ebPi4+MDPifQddCSNG3aNJUsWTLfhQMAUFycPn1aGzdu1N69ezPHatasmXlN87hx47Rt2zYNHz5cN954Y0hq2Lhxo5588snMU6mrVq0akv0EsnXrVo0fP15xcXH64IMPVKJEibDtGwAQGc6dO6dhw4bp1KlTKlOmTJ6em6eZ5quvvjrzdsuWLdWpUyfVqVNHM2bM0OjRowM+Z/z48Ro7dmzm/dOnT6tWrVrq3bu3KlasmKdiUfikpqZq/vz56tOnj6Kjo+0uBwXE8YwsHM8IcOiQNGqUfl+8WNvT09WgQwftrF1bDRo0kNPpVJs2bVS9enU5nU5dc801Wrx4sd59913FxMQEvRRPD5P77rtPo0aNCvrr5+STTz6RJD3wwAMaPHhwWPcdSvyMRhaOZ2TheEaeY8eO5fu5BVpyqly5cmrcuLF27NhhuU1sbKxiY2P9xqOjo/kGjCAcz8jC8YwsHM8iasEC6cYbpZMn1Tg9XfUdDv3evr10+LCcTqdcLpeWLl2qm2++WYMGDdIVV1yhn3/+WR9//LHuueeeoJfz3//+V+XKldOTTz4Z1u+nLVu2aNasWapUqZIef/zxiPxe5mc0snA8IwvHM3IU5DjmuXt2VklJSdq5c6eqV69ekJcBAAAeGRnS889LV1whnTghpafLERWlXgMGSGXL+mz622+/6cCBA5KkiRMnyul06sUXX1RKSkrQy1qzZo1OnDihChUqBP21c/Lss88qIyNDEyZMyPPpdAAABEOeQvP/+3//TwsXLtTu3bv1yy+/6Prrr5fL5dLNN98cqvoAACg+jh6V+vWTnnhCcrtNgJaktDTVe+65gE2+EhISJJnlndLT0/XHH3+E5PRsu0yfPl1ut1sPPPCA3aUAAIqpPIXmP//8UzfffLOaNGmioUOHqmLFilq+fHnmshcAACCfli6Vmjc3p2Vn5XJJV14ptWqlHj16+D3tt99+0/79+8NUJAAAxU+ermmePn16qOoAAKB4crulV16RHn3U3PfMLnukp0vjx0uS6tatqypVqvi9REJCgoYNGxbqSgEAKJYKdE0zAAAogOPHpUGDpEceMWE5e2B2OqVWraTevTOHWrRo4fcy27dv1759+0JdLQAAxRKhGQAAO6xcKbVsKX3/vfU2GRnSY49JDkfmUJUqVXK8thkAAAQXoRkAgHByu6XJk6WuXaV9+0wwDtS4y+GQateWbrjB76FevXr5jSUmJurPP/8MQcEAABRvhGYAAMLl1ClpyBDpgQektDQz5nZLVktEPfqoFOXffqR27dqqX7++3zizzQAABB+hGQCAcFi/XmrdWpo1y9yPjzf/uly+23nuly0r3Xab5csFmm3esWOH9u7dW9BKAQBAFoRmAABCye2WpkyROnaUdu+WqlaV/v1v6bLLTEBOT/fdPiPDNAD7+9+lkiUtX7Z27dpq0KCB3zizzQAABBehGQCAULr/funuu6XSpaVXXzXB+ddfpVWrfAOzZ4bZ7TbXON9330VfOtBs886dO5ltBgAgiPK0TjMAAMijbt2katWkBx80p2RPnSq99ZbvNi6XmV32hOg77pAqVrzoS9eqVUsNGzbUjh07fMZXrFihWrVqBeszAACgWCM0AwAQSjfd5L29bJl0zz2+jzscUqlS0sCB0rRpJjw//HCuX75Xr16Zobl06dLq3r272rVrF4zKAQCACM0AAITH/v3Stdea06+zmzlTGj/e3B46VAqwDrOVmjVrqnXr1qpWrZratWun6Ojo4NQLAAAkEZoBAAi95GTpuuuk48f9G39NnCi1by+tXWvuP/ponl/+uuuuK3CJAAAgMBqBAQAQSm63dO+90urVvoHZ6TSnbo8dKy1YYLa74gqzLBUAACg0mGkGACCU3nlHev993zGXS2ra1DQFczikH380455TtAEAQKHBTDMAAKGyeLFZciorp9N00f72W+86zN9/L7VsKf3lL+GvEQAA5IiZZgAAQmHvXnMdc6DGX199JdWpY25nZJg1mVu0MLPOQZaRkaGzZ88qPj4+6K8NAEBxQGgGACDYzp+XBg2STp0yoTirSZOkXr28951O6ZFHgl5CRkaGNm7cqEWLFik+Pl633XabHCEI5QAARDpCMwAAweR2S3fcIW3a5BuYnU5pxAhpzJiQl7BhwwYtXLhQx48flyQdP35cu3fvVr169UK+bwAAIg3XNAMAEEyvvy5Nm+YbmF0u0xX7nXdCcgp2dlu3bs0MzB4LFiyQO9Cp4gAAIEeEZgAAguXnn6WHH/YdczqlcuWk2bOluLiwlNEr6+nf/7Nnzx7t2rUrLPsHACCSEJoBAAiGXbukwYP9x51O6ZtvpEsuCVsp1apV02WXXeY3npCQwGwzAAB5RGgGAKCgzp41jb+Skvwbf735ptS1a9hLsppt/v3338NeCwAARRmhGQCAgnC7pVGjpK1bpfR077jTKd11l/mwQdWqVdW0aVO/cWabAQDIG0IzAAAFMXGi9MUX/o2/OnaUJk+2ry5JPXv29Bvbu3cvs80AAOQBoRkAgPz6/ntp3DjfMZdLqlhR+uorKSbGnrr+p2rVqmrWrJnfOJ20AQDIPUIzAAD5kZgoDR3qP+50St9+K1WrFv6aAujZs6cc2Za5+vPPP7Vz506bKgIAoGghNAMAkFdnzkgDB0rnzplrmrOaMsWcml1IVKlSJeC1zcw2AwCQO4RmAADyIiNDuuUWaedO38ZfDod0//3SbbfZVpqVXr16+c0279u3Tzt27LCpIgAAig5CMwAAefH889Ls2b6B2eWSunWTXnnFvrpyULly5YDXNtNJGwCAiyM0AwCQW7NnS08+6TvmcklVq0pffilFR9tTVy4EurZ53759SkxMtKkiAACKBkIzAAC5sW2bdPPN5jTsrKKipDlzpMqV7akrlypXrqzmzZv7jTPbDABAzgjNAABczKlT0oABUnKyf+Ov99+X2rSxp648CjTbvH//fu3du9emigAAKPwIzQAA5CQ93cww//GHf+Ovhx+Whg2zr7Y8qlSpklq0aJF5v379+rr99ttVu3ZtG6sCAKBwi7K7AAAACrUnn5TmzfMdc7mknj2ll16yp6YC6Nmzp5KSktSzZ0/VqVPH7nIAACj0CM0AAFiZOVN64QXfMZdLuuQS6YsvzPXMRUzFihV166232l0GAABFBqdnAwAQyKZN0ogRvo2/HA7TIXvOHKlCBftqAwAAYUNoBgAgu+PHpYEDpdRU38Zfbrf0ySdSluuCAQBAZCM0AwCQVVqadOON0r59vo2/JOmxx6TBg+2pCwAA2ILQDABAVuPHSwsW+AZml0u6+mrpmWfsqytMzpw5w7rNAABkQWgGAMBj2jTpX//yPSXb5ZLq1DGPuVz21RZiZ86c0bx58/T6669r69atdpcDAEChUfTafgIAEApr10qjRvmOORxSbKxp/FWunC1lhdrZs2e1ePFirV69WmlpaZKkhIQEXXbZZXJkbYIGAEAxxUwzAABHjkiDBvlfw+x2S599Jl12mT11hUFKSopWrlyZGZgl6fDhw/r1119trAoAgMKD0AwAKN5SU01zr0OH/EPz009L11xjT11hUr58ebVu3dpvPCEhgWubAQAQoRkAUNw9/LC0ZIl/469rr5WeeMK+usKoR48ecjp9/yQ4cuSItmzZYlNFAAAUHoRmAEDx9eGH0uTJ/o2/GjSQPv5YchaPX5PlypVTmzZt/MYXLlyojIwMGyoCAKDwKB5/DQAAkN3KldJdd/mOORxSyZLS3LlSfLw9ddmke/fucmXrDs5sMwAAhGYAQHF08KC5VjnQLOqMGVLDhuGvyWbMNgMAEBihGQBQvKSkSNdfLx096t/468UXpauusqeuQiDQbPPRo0eZbQYAFGuEZgBA8XL//ebU7KyB2emUbrxR+sc/7KurEChbtiyzzQAAZENoBgAUH+++K02Z4ntatstl1mH+4ANzTXMxZzXbvHnzZpsqAgDAXoRmAEDxsHSpNGaM75jTKZUuLc2ZI5UqZU9dhUzZsmXVtm1bv3FmmwEAxRWhGQAQ+fbtM+suBwp9X34p1a0b9pIKs0CzzceOHdOmTZtsqggAAPsQmgEAke3CBdMp++RJ/9D8yivSFVfYUlZhVqZMGbVr185vnNlmAEBxRGgGAEQut1u65x5p/Xr/xl/Dh0sPPmhbaYVd9+7dFRUV5TN2/Phxbdy40aaKAACwB6EZABC53nxT+ugj/8ZfLVpI771H468cxMfHB5xtXrZsmdxutw0VAQBgD0IzACAyJST4zyQ7nVKZMtK330olSthSVlHSrVu3zNnm6OhoXX755br11lvl4M0GAEAxEnXxTQAAKGL++EO64Qb/cYdD+uYbqVat8NdUBMXHx6tLly5KS0tT165dVbp0abtLAgAg7AjNAIDIcu6cNGiQdPq0f+OvyZOl7t3tqauIuoJGaQCAYo7QDACIHG63NHq0tGWLb2B2OqVRo0xTMAAAgDwgNAMAIserr0rTp/uOuVxS27amKRjX4gIAgDyiERgAIDLMny898ojvmNMpVaggff21FBtrS1kAAKBoIzQDAIq+33+XhgzxH3c6pdmzpRo1wl9TMeB2u5WUlGR3GQAAhBSnZwMAirakJGngQNMALPv6wW+/LXXubE9dEcztdmvXrl1KSEjQqVOn9MADD8jlctldFgAAIUFoBgAUXW63NHKktH27lJ7uHXc4TNOvO+6wr7YItXv3bi1YsEB//PFH5ti6devUvn17G6sCACB0OD0bAFB0vfiiNGuWb2B2uaQuXaRJk2wrK5IlJib6BGZJWrx4sdLS0myqCACA0CI0AwCKprlzpSee8B1zuaTKlaWvvpJiYuypK8Jdfvnlisn2tT116pTWrVtnU0UAAIQWoRkAUPT89pv017/6j7tc0pw5UpUq4a+pmChVqpQ6duzoN85sMwAgUhGaAQBFy+nTpvHXhQv+jb/+8x+pXTt76ipGAs02nz59WmvXrrWpIgAAQofQDAAoOjIypOHDpV27/Bt/PfSQNGKEbaUVJyVLllSnTp38xpltBgBEIkIzAKDoePppc/p19sZfPXpIEyfaV1cx1KVLF8XGxvqMnTlzhtlmAEDEITQDAIqGr76SnnnGd8zlkqpXl2bOlKJYRTGcmG0GABQXhGYAQOG3ZYs5Ldvh8B2PjjYzz5Uq2VNXMWc127xmzRqbKgIAIPgIzQCAwu3ECdP4KyXFv/HXRx9JrVrZUxdUokQJy9nm1NRUGyoCACD4CM0AgMIrPd0sLbV3r3/jr0cflYYOta82SAo825yUlMRsMwAgYhCaAQCF1+OPSz/95N/468orpeeft68uZCpRooQ6d+7sN75kyRJmmwEAEYHQDAAonGbMkF5+2feUbJdLqlVL+vxzcxuFQpcuXRQXF+czlpSUpNWrV9tUEQAAwUNoBgAUPhs2SCNH+o45HFJMjGn8Vb68PXUhoLi4uICzzUuXLmW2GQBQ5BGaAQCFy7FjpvFX9rDldkuffio1a2ZPXchR586dA842b9y40aaKAAAIDkIzAKDwSEuTBg+WDhzwvY5ZkiZMkK6/3p66cFFxcXHq0qVL5v1KlSppyJAhatOmjY1VAQBQcFF2FwAAQKZHHpEWLfK/jvnqq6WnnrKtLOROp06dlJiYqE6dOqlZs2ZyOnlvHgBQ9BGaAQCFw8cfS5Mm+Y65XFK9eua0bAJYoRcXF6c77rjD7jIAAAgq/gIBANhv9Wpp9GjfMYdDiouT5s6VypSxpy4AAFDsEZoBAPY6dEgaNEjKyPB/7PPPpcaNw18TAADA/xCaAQD2SU2VbrhBOnLEv/HXc89JAwbYUxcAAMD/cE0zAMA+Dz0kLVvm3/jr2mul8eNtKwuhkZKSIofDoejoaLtLAQAg15hpBgDYY+pU6a23/ANzo0bSRx+Za5oREVJSUrR06VJNmjRJy5cvt7scAADyhJlmAED4LV8u3XOP75jDIZUqJc2ZI5UubU9dCKrU1FStWrVKS5cu1dmzZyVJv/zyizp27KjY2FibqwMAIHeYaQYAhNf+/dI11/jOMHvMnCk1aBD+mhASbrdbS5YsyQzMknT+/HmtWLHCxqoAAMgbQjMAIHySk6XrrpOOH/dv/DVxotSnjy1lITRiYmLUtWtXv/Fly5bpwoULNlQEAEDeEZoBAOHhdkv33mvWZM4amJ1O6aabpLFj7asNIdOhQweVKlXKZ4zZZgBAUUJoBgCExzvvSO+/79/4q1kz0xSMxl8RidlmAEBRR2gGAITe4sXS/ff7jjmdUny89O23UsmS9tSFsGjfvr3fbPOFCxfopA0AKBIIzQCA0Nq711zHHKjx11dfSXXqhL0khFdMTIy6devmN758+XJmmwEAhR6hGQAQOufPS4MGSadOSRkZvo9NmiT16mVHVbBB+/btVTrbUmLMNgMAigJCMwAgNNxu6c47pU2b/Bt/jRwpjRljX20Iu+jo6ICzzcuWLdP58+dtqAgAgNwhNAMAQuP116VPP/WdYXa5pNatTVMwGn8VO+3atVN8fLzPWHJyMrPNAIBCjdAMAAi+n3+WHn7Yd8zplMqVk2bPluLibCkL9rKabV6+fDmzzQCAQovQDAAIrl27pMGD/cedTumbb6RLLgl/TSg02rZtG3C2edmyZTZVBABAzgjNAIDgOXvWNP5KSvJv/PXmm1KA9XpRvFjNNq9YsULnzp2zoSIAAHJGaAYABIfbLY0aJW3d6t/46667zAcgc21zmTJlfMaYbQYAFFaEZgBAcEycKH3xhX/jr44dpcmT7asLhU5UVFTA2eZVq1YpJSXFhooAALBGaAYAFNz330vjxvmOuVxSxYrSV19JMTH21IVCq23btpmzzQ6HQ82bN9fo0aMVw/cKAKCQibK7AABAEZeYKA0d6j/udErffitVqxb+mlDoRUVFqUePHtq1a5d69uypKlWq2F0SAAABEZoBAPl35ow0cKB07py5pjmrKVPMqdmAhfbt26t9+/Z2lwEAQI4IzQCA/MnIkG65Rdq507fxl8MhjRkj3XabbaUBAAAES4GuaX7ppZfkcDj00EMPBakcAECR8fzz0uzZvoHZ5ZK6dZNeecW+ugAAAIIo36F51apVevfdd9WyZctg1gMAKApmz5aefNJ3zOWSqlaVvvxSio62py4AAIBALlzI91PzFZqTkpI0fPhwvffeeypfvny+dw4AKIK2bZNuvtmchp1VVJQ0Z45UubI9dSHinDt3zu4SAABF3fnz0oIF0n/+k++XyNc1zffdd58GDBigK6+8Us8991yO2yYnJys5OTnz/unTpyVJqampSk1Nzc/uUYh4jiHHMjJwPCNLSI7n6dPSDTeYzthxcb6P/ec/UvPmEt8/IVNcfkaPHDmiRYsWKTExUWPGjFHp0qXtLikkisvxLC44npGF4xkBzp+XVq2SVq+WkpMLdCwdbnf2dqc5mz59up5//nmtWrVKcXFx6tWrl1q3bq1JkyYF3P6pp57S008/7Tc+bdo0lSxZMl9FAwCAyHP69Glt3rxZe/bskefPk0svvVRt2rSxuTIAQFF37tw5DRs2TKdOnVKZMmXy9Nw8zTTv3btXDz74oObPn6+47DMMFsaPH6+xY8dm3j99+rRq1aql3r17q2LFinkqFoVPamqq5s+frz59+iiaaxiLPI5nZAn68XzmGf8GX57GX7NmmdOzEVKR/jO6bt06bd++XQ0bNswcczgc6t69u+Lj422sLDQi/XgWNxzPyMLxLILOn5dWrJDWrJFSUvwePhZgLLfy9BfOmjVrdPjwYbVt2zZzLD09XYsWLdK///1vJScny+Vy+TwnNjZWsbGxfq8VHR3NN2AE4XhGFo5nZAnK8Zw5U8p+OY7LJV1yifTpp1KJEgV7feRJpP6MtmvXTsuWLdOJEycyx9xut1auXKmrrrrKxspCK1KPZ3HF8YwsHM8i4OxZ6ZdfzKnYVsHY4VB048b53kWeQvMVV1yhTZs2+YyNGjVKl156qR599FG/wAwAiACbNkkjRpjGX54rehwO0yF7zhypQgV760PEcLlc6tGjh7755huf8dWrV6tr164ROdsMAMgnT1heudK6n4rDYfqt9Ohh+rHkU55Cc3x8vJo3b+4zVqpUKVWsWNFvHAAQAY4flwYONL+MsrbAcLulTz6RWrSwrzZEpFatWmnx4sU6fvx45lhaWpqWLFmiq6++2sbKAACFQlKSd2Y5p7DcooUJy5UqmbFjx/K9Sy5AAwAElpYm3XijtG+flJ7u+9hjj0mDB9tTFyKa0+lUjx499PXXX/uMr1mzRl27ds1z8xYAQIRISpKWLjXdsHMKyy1bmrAcxP5ZBQ7NCQkJQSgDAFDojB9v1jXMOsPsckl9+5qmYECItGzZUosWLQo429y/f38bKwMAhN2ZM96wnJYWeBun04Tl7t2DGpYzXz7orwgAKPo++0z617/8A3OdOtK0aeY2ECJOp1M9e/b0G1+zZo1Onz4dtP0kJCTI4XDk64NJAwAIsTNnpHnzpNdfl5YvDxyYnU6pTRtpzBjpuutCEpglTs8GAGS3bp00apTvmMMhxcaaxl/lytlSFoqXFi1aaNGiRTqW5Rq09PR0LV68WAMGDLCxMgBASJ0+LS1ZIq1dm/PMcqtWZmY5DA1JCc0AAK8jR0zjr+y/pNxuafp06bLL7KkLxY5ntnnWrFk+42vXrlW3bt1UtmxZmyoDAISEJyyvWePfS8XD6ZRatzZhuXz5sJVGaAYAGKmpprnXoUP+v6yefloaNMieulBsNW/eXAsXLvSbbV6yZElQZpvj4+PVrl27HLdZt26dMjIy/MZLlSpV4P0DACSdOuWdWbYKyy6XNyzbcMYboRkAYDz8sPmllf065oEDpSeesK8uFFuhnm1u166dVq9ebfn4k08+qTVr1viNP/744+rQoUOB9g0Axd7Jk+bvjnXrcg7LbdpI3brZenkYoRkAIH34oTR5su+YyyU1aCB9/LE5HQqwQfPmzbVo0SIdPXo0c8xzbfPAgQNDtt833nhDzz77rN/4Pffco+eeey5k+wWAiHfypLR4sbR+fc5huW1bE5YLweU4hGYAKO5WrpTuust3zOGQSpaU5s6V4uPtqQuQd7b5yy+/9Blft26dunXrpnIhmHn45JNP9NBDD/mNDx06VG+++WbQ9wcAxcKJE96wHOCyF0mFLix7EJoBoDg7eFC65prAv7xmzJAaNgx/TUA2zZo106JFi3TkyJHMsfT0dC1fvlxXXXVVUPc1d+5cjRo1Su6slylI6tu3rz7++GM5OesCAPImN2E5KsoblsuUCWt5uUFoBoDiKiVFuv566ehR/9OjXnxRCnIYAfLLM9s8c+ZMSaYJV9euXdW+ffug7mfJkiW68cYblZate3ynTp00a9YsxcTEBHV/ABDRjh83YXnDhpzDcrt2UteuhTIsexCaAaC4uv9+c2p21l9kTqfpoP2Pf9hXFxBAs2bNtHr1ajVq1EgdOnQIeoDdsGGDBg4cqPPnz/uMX3bZZZo7dy7dsgEgt44flxYtkjZuzDkst29vwnIRuAyM0AwAxdG770pTpviOuVzSpZdKH3xgrmkGChGHw6GRI0fKEYLvzZ07d6pfv346deqUz3jt2rX1448/qmLFikHfJwBEnGPHvGE52yUumaKjTVi+/PIiEZY9CM0AUNwsXSqNGeM75nRKpUtLc+ZIzKihkApFYD5w4ID69OmjQ4cO+YxXrlxZ8+fPV82aNYO+TwCIKEePmrC8aVPOYblDBxOWS5cOb31BQGgGgOJk3z7p2msDny715ZdS3bphLwmwy4kTJ9SvXz/t2rXLZzw+Pl7z5s1T48aNbaoMAIqAYhCWPQjNAFBcXLhgOmWfPOkfml95RbriClvKAuzyxBNPaNOmTX7jcXFxuvvuu3N87rvvvqt27dqFqjQAKLyOHDFhefNm67AcE+MNyxFwBhuhGQCKA7dbuuce/+UenE7p5pulBx+0rTQgGDIyMpSSkqK4uLhcP+fs2bMBx48cOeKzvFUgZ86cyVN9AFDkHT5swvKWLTmH5Y4dTVguWTK89YUQoRkAioM335Q++sh3zOWSmjeX3nuPxl8osjIyMrRlyxYtXLhQNWvW1HXXXWd3SQAQWQ4flhYulH79Neew3KmT1KVLRIVlD0IzAES6JUv8Z5KdTrMe4rffSiVK2FMXUAButzszLHtmhY8dO6bu3bvT7RoAguHQIW9YthIba8Jy584RGZY9CM0AEOmGD/cfczikb76RatUKfz1AkCxZssTnNGq3261Fixbp+uuvz9XzP/zwQ3344Ychqg4AiqiDB01Y3rrVehtPWO7SpVi8+U5oBoBIdf68+ffMGf/GX5MnS927h78mIEgcDod69eql6dOn+4xv3LhR3bt3V6VKlWyqDACKqAMHTFjets16m7g478xyMQjLHoRmAIhEbrd0333SkCFSerp33OmURo0yTcGAIq5JkyaqXr26Dhw4kDnmmW2+4YYbbKwMAIqQ3Iblzp3NRx4aLkYKp90FAABC4NVXzbrLWblcUrt2pikYjb8QATyzzdlt2rRJR48eDX9BAFCU7N8vffaZ9O671oE5Lk7q3Vt66CGpV69iGZglZpoBIPLMny898ojvLzanU6pQQfr6a3MdEhAhGjdurBo1amj//v2ZY263WwsXLtTgwYNtrAwACql9+8zM8vbt1tuUKGGuV+7YsdgG5awIzQAQSX7/3ZySnZ3TKc2eLdWoEf6agBDyzDZPmzbNZ3zz5s3q0aOHKleubFNlAFDI7NsnJSRIiYnW25QoYdZY7tiRN9mzIDQDQKRISpIGDpTOnfNfR/Htt811SEAEatSokS655BLt27cvc8wz2zwk0JtIAFCc/PmnCcs7dlhvU7KkCcsdOhCWAyA0A0AkcLulkSPNqVZZG39J0ujR0h132FMXEAae2eZPP/3UZ3zLli3q0aOHqlSpYlNlAGCjvXtNWN6503qbkiWlrl1NWI6JCVtpRQ2hGQAiwYsvSrNm+Y65XObfl14Kfz1AmDVs2FA1a9bUn3/+mTnm6aTNbDOAYmXPHhOWf//deptSpbwzy4TliyI0A0BRN3eu9MQTvmMul+RZp5ZfhigGPLPNn3zyic84s80Aio0//jANvi4Wlrt2ldq35++DPCA0A0BR9ttv0l//6j/uckkzZpjlJIBiokGDBgFnmxcuXKgbb7zRxsoAIIR27zZhedcu621Kl/aG5ejosJUWKVinGQCKqtOnTeOvCxf8G3/95z9S69a2lAXYxWrd5i1btujQoUPhLwgAQmn3bunDD82HVWAuXVrq10968EGzhBSBOV+YaQaAoigjQxo+3PySzNr4y+EwvxhHjJBSU+2rD7BJgwYNVKtWLe3du9dnfOHChRo6dKhNVQFAkLjdJiwnJJjTsa3Ex5uZ5XbtCMpBQGgGgKLo6aelOXN8x1wuqVs3aeJEe2oCCgHPbPPHH3/sM/7rr7/q2LFjqlixok2VAUABuN3mjfKEBNPoy0p8vPlboG1bwnIQEZoBoKj5+mvpmWd8x1wuqXp1aeZMKYr/2lG81a9f32e2uXbt2urdu7cqVKhgc2UAkEdut2nstXBhzmG5TBlvWObvgKDjKwoARcmWLdKwYeY07KzXMUdHm5lnT8dsoBhzOBzq3bu3FixYoN69e6tevXpyOBx2lwUAuecJywkJZr1lK2XKSN27S23aEJZDiK8sABQVJ06Yxl8pKf6Nvz76SGrVyp66gEKoXr16hGUARY/bLe3cacJylpUA/JQta8Jy69aE5TDgKwwARUF6ullaau9e/8Zf//iHRIMjwAdhGUCR4nZLO3aY07BzCsvlynnDsssVruqKPUIzABQFjz8u/fST7wyzyyX95S/S88/bVxcAAMg/t1tKTDRhed8+6+3KlZN69DBnlRGWw47QDACF3YwZ0ssv+465XFKtWtLnn/PLEwCAosbtlrZvN2F5/37r7cqXNzPLhGVbEZoBoDDbsEEaOdJ3zOGQYmJM46/y5e2pCyjiLly4oLi4OLvLAFDceMJyQoJ04ID1dhUqmLDcsiVhuRAgNANAYXXsmGn8lZrqO+52S59+KjVrZk9dQBGWlJSkpUuXavXq1brtttt0ySWX2F0SgOLA7ZZ++83MLF8sLPfoYcKy0xm++pAjQjMAFEZpadKQIeYXa9bGX5I0YYJ0/fX21AUUUWfPntXSpUu1atUqpf7vjaiFCxdq2LBhNlcGIKK53dK2bSYsHzxovV3FiiYst2hBWC6ECM0AUBg98oj5BZu98dfVV0tPPWVbWUBRdfToUf3yyy8+Y9u3b9e+ffuYbQYQfG63tHWr+V1+6JD1dhUrSj17Ss2bE5YLMUIzABQ2H38sTZrkO+ZySfXqmdOy+aUK5FmdOnVUr1497dq1y2c8ISFBw4cPt6kqABHH7ZZ+/dWE5cOHrberVMnMLBOWiwRCMwAUJqtXS6NH+445HFJcnDR3rlSmjD11ARGgd+/efqE5MTFRf/75p2rWrGlTVQAiQkaGCcuLFuUclitXNmG5WTPCchFCaAaAwuLQIWnQIPOLN7vPP5caNw5/TUAEqV27turXr6/ff//dZzwhIUG33HKLTVUBKNIyMqQtW0xYPnLEervKlc1p2E2bEpaLIEIzABQGqanSDTeYX7jZG38995w0YIA9dQERpnfv3n6heceOHdq7d69q1aplU1UAihxPWF64UDp61Hq7KlW8YdnhCF99CCpCMwAUBg89JC1b5t/469prpfHjbSsLiDS1atVSgwYNtHPnTp/xhIQEjRgxwqaqABQZGRnS5s1mZvliYblXL+myywjLEYDQDAB2mzpVeust3zGXS2rUSProI37ZAkHWq1cvv9C8c+dOZpsBWMvIkDZtMmH52DHr7apWNTPLhOWIQmgGADstXy7dc4/vmMMhlSolzZkjlS5tT11ABKtVq5YaNmyoHTt2+IwvWLBAt956q01VASiUMjKk9etNWD5+3Hq7atVMWL70UsJyBCI0A4Bd9u+XrrnG95Rsj5kzpQYNwl8TUEz06tXLLzT//vvv2rNnj2rXrm1TVQAKDU9/kSlTcp5Zrl7dhOUmTQjLEYzWbQBgh+Rk6brrzLvW2Rt/TZwo9eljS1lAcVGzZk01atTIb3zBggU2VAOg0EhPl9auNWFZkk6cCLxdjRrSzTdLd93F7HIxwEwzAISb2y3de69ZkznrLLPTKQ0dKo0da19tQDHSq1cvJSYm+ozt2rVLf/zxh+rUqWNTVQBskZ5uTsNevFg6edL8Tg70/0CNGqbBV6NGBOVihNAMAOH2zjvS++/7jrlcZjmKqVP5JQyEySWXXKLGjRtr+/btPuMJCQkaOXKkTVUBCKvsYdnKJZeYsNywIb+niyFCMwCE0+LF0v33+445nVJ8vPTtt1LJkvbUBRRTvXr18gvNu3bt0u7du1W3bl17igIQemlp3rB86pT1dpdcYq5ZbtCAsFyMEZoBIFz27jXXMQdq/PXVV4FPAwMQUjVq1Ag427x48WJCMxCJ0tKkdetMWD592nq7mjXNvyNGSDEx4akNhRahGQDC4fx5adAg8252RobvY5MmmVO+ANgi62xzVFSU2rVrp27dutlcFYCgSkszDb6WLMk5LNeubWaWa9WS5s1jdhmSCM0AEHput3TnndKmTb6B2ek072CPGWNfbQBUo0YNNWvWTKVLl1a3bt0UHx9vd0kAgiUtTVqzxoTlM2est6td27yBXa+eCcqpqWErEYUfoRkAQu3116VPP/Udc7mkVq1MUzDexQZsN2TIEDn4WQQiR2qqCctLl+YcluvUMWG5bl1+H8MSoRkAQunnn6WHH/YdczqlcuWk2bOluDhbygLgi8AMRAhPWF6yREpKst6ubl1vWAYugtAMAKGya5c0eLD/uNMpffON6cgJAAAKLjVVWr3azCznFJbr1TPXLBOWkQeEZgAIhbNnTeOvpCT/xl9vvil17WpPXQAARJKUFG9YPnvWerv69U1YZqUK5AOhGQCCze2WRo2Stm71b/x1xx3SXXfZVxuAfElOTlZsbKzdZQDwSEmRVq2Sfvkl57DcoIEJy7Vrh682RBxCMwAE28SJ0hdf+I65XFKHDtLkyfbUBCBf/vjjDyUkJCg1NVWjR4/m2mfAbikp0sqVJiyfO2e9XYMG5prlWrXCVhoiF6EZAILp+++lceN8x1wuqWJF6auvpJgYe+oCkCd79uzRggULtGvXrsyxnTt3qmHDhjZWBRRjyckmLC9blnNYbtjQhOWaNcNWGiIfoRkAgmXHDmnoUP9xp1P69lupWrXw1wQgX1asWOETmCUpISFBDRo0YLYZCCdPWP7lF+n8eevtGjUyp2ETlhEChGYACIYzZ6QBA8y7326372NTpkgdO9pTF4B86dmzp3799Ve5s/w8//nnn9qxY4caNWpkY2VAMZGcLK1YYWaWcwrLjRubsMyKFAghQjMAFFRGhnTLLdLOnVJ6unfc4ZDGjJFuu8220gDkT5UqVdSsWTNt3rzZZzwhIUENGzZkthkIlQsXTFhevjznsNykiQnLNWqErzYUW4RmACio55+XZs/2HXO5pMsvl155xZ6aABRYz549tWXLFp/Z5n379ikxMVGNGze2sTIgAl24YILy8uXmtpVLLzVhuXr18NWGYo/QDAAFMXu29OSTvmMul1S1qvTll1J0tD11ASiwypUrW842N2rUiNlmIBjOnzdBecUKwjIKLUIzAOTXtm3SzTeb07CzXsccFSXNmSNVrmxfbQCCItBs8/79+5ltBgrKE5aXLzfXL1u57DITlmmmCRsRmgEgP06dMo2/kpP9G3+9/77Upo09dQEIqsqVK6t58+batGmTzzizzUA+nT9vmnutWEFYRpFBaAaAvMrIMDPMf/zh3/hr7Fhp2DD7agMQdD179tTmzZv9Zpu3b9+uJk2a2FgZUIScO2fC8sqVOYflZs2kHj3MZU5AIUFoBoC8mjBBmjfPd8zlMu+Iv/SSPTUBCJlKlSqpRYsW2rhxo894QkKCGjduzGwzkJNz58wayytXSikpgbdxOKSmTc3v0SpVwlsfkAuEZgDIi5kzpRde8B1zucz6kF98Ya5nBhBxevbsqU2bNvnMNh84cEC//fabLr30UhsrAwqps2dNWF61Kuew3KyZCcv0AUEhxl93AJBbmzZJI0b4Nv5yOEyH7DlzpAoV7K0PQMhUrFhRLVu21IYNG3zGExIS1KRJE2abAY+zZ6WlS01YTk0NvI3DITVvbk7DJiyjCCA0A0BuHD8uDRxo/gDI2vjL7ZY++URq0cK+2gCERY8ePbRp0yZlZGRkjh08eFDbtm3TZZddZmNlQCGQlOSdWc4pLLdoYcJypUrhrQ8oAEIzAFxMWpp0443Svn2+jb8k6bHHpMGD7akLQFh5ZpvXr1/vM56QkKBLL72U2WYUT0lJZmZ59eqcw3LLliYsV6wY3vqAICA0A8DFjB8vLVjgO8Psckl9+0rPPGNfXQDCrkePHtq4caPPbPOhQ4fopI3i58wZb1hOSwu8jdNpwnL37oRlFGmEZgDIyWefSf/6l++YyyXVqSNNm2ZuAyg2KlSooFatWmndunWZ93v27KlGjRrZXBkQJmfOSEuWSGvW5ByWW7UyYZl+H4gAhGYAsLJunTRqlO+YwyHFxprGX+XK2VIWAHv16NFDe/fuVbdu3dSyZUs5nU67SwJC7/RpE5bXriUso9ghNANAIEeOmMZf2f8wcLul6dMlmv4AxVb58uV13333cQ0zigdPWF6zxr+vh4fTKbVubcJy+fJhLQ8IB0IzAGSXmmqaex065P8HwjPPSIMG2VMXgEKDwIyId+qUd2Y5p7Dcpo0Jy5x9hQhGaAaA7B5+2PyhkL3x18CB0uOP21cXAAChduqUtHixuUTJKiy7XCYsd+tGWEaxQGgGgKw+/FCaPNl3zOWSGjSQPv7YvKsOAECkOXnShOX163MOy23bmrBctmw4qwNsRWgGAI+VK6W77vIdczikkiWluXOl+Hh76gJQpKSmpsrlctEgDEXDiRPesJxlKTUfhGUUc4RmAJCkgwela64J/AfDjBlSw4bhrwlAkZKamqo1a9ZoyZIl6tevn1q0aGF3SYC13ITlqChvWC5TJqzlAYUJoRkAUlKk66+Xjh71PyXtxRelq66ypy4ARUJaWlpmWD5z5owkaeHChWrWrBmzzSh8jh83YXnDhpzDcrt2UteuhGVAhGYAkO6/35yanfWPB6fTdND+xz/sqwtAkXD27Fn9+OOPSs/yptvRo0e1efNmtWzZ0sbKgCyOH5cWLZI2bsw5LLdvb8IylyQBmQjNAIq3d9+VpkzxHXO5pEsvlT74wFzTDAA5KFu2rNq2batVq1b5jC9cuFDNmzdnthn2OnbMG5azrgqRVXS0NyyXLh3e+oAigNAMoPhaulQaM8Z3zOk0fzDMmSOVKmVPXQCKnO7du2vt2rU+s83Hjh3Tpk2b1KpVKxsrQ7F19KgJy5s25RyWO3SQLr+csAzkgLc+ARRP+/ZJ114b+BS1L7+U6tYNe0kAiq4yZcqoXbt2fuMLFy5UhtWpsEAoHD0qzZolvfmm9exydLQJyg8+KPXtG5TAfNNNN8nhcKhMmTJyW4X0QioxMVEPP/yw2rZtq3LlyikqKkoVKlTQfffdp6FDh+qNN97Qhg0bitznlR/r16+Xy+VSnTp1lJKSErL9eL5fJmdf5rOQYqYZQPFz4YLplH3ypH9ofuUV6YorbCkLQNHWrVs3rVmzxme2+fjx49q4caNat25tX2EoHo4cMTPLmzdbzyzHxHhnloN8NtX69eslSS1btpSjCF3a9Nprr+nRRx9Vamqqz3hSUpKSkpK0b98+ff3115KkI0eOqFKlSjZUGT6PPPKIMjIy9NhjjykmJiZk+5kwYYJmzJihZ599ViNHjlSZQt5wjplmAMWL2y3dc49ZYiNrp2ynUxo+3LzrDgD5YDXbvGjRImabETqHD0szZ0pvvWV9KnZMjFk26qGHpD59gh6Yz507p8TEREkqUpcjfPLJJxo7dqxSU1NVp04dvfbaa1q7dq0OHz6s3bt364UXXtAzzzyjtm3b2l1qWHz//ff66aefVLt2bd1+++0h3VezZs00ZMgQHTlyRC+//HJI9xUMzDQDKF7efFP66CPfMZdLat5ceu89Gn8BKBDPtc1paWmZY8w2IyQOH5YWLpR+/TXnmeVOnaQuXaSSJUNWysaNGzPfGCpK3+ePP/64JKlevXpas2aNypcvn/lYamqqmjZtqv79+2vChAlasWKFSkV4r5PnnntOkvS3v/1N0dHRId/fAw88oC+++EJvvPGGxo0bp/hC3LGdmWYAxUdCgv9MstNp1qD89lupRAlbygIQOeLj4y2vbU7Pvg48kB+HDkkzZpiZ5S1bAgfm2FipRw8zs3zFFSENzJK0YcOGzNtFZaZ5+/bt2rNnjyTpjjvu8AnMgXTq1EklIvjvhC1btmjp0qVyOBwaNmxYWPbZtWtX1alTR0lJSZo2bVpY9plfhGYAxcMff0g33OA/7nBI33wj1aoV/poARKRu3bopKsr3ZL4TJ05o48aNNlWEiHDwoPT559Lbb5vZ5UCyhuW//CXkYdnDcz2zy+VSixYtwrLPgjp69Gjm7fzOcN52221yOBzq1auXJHMpxnXXXadq1aopLi5ODRs21P/7f/9Px48ft3wNt9utFStW6PHHH1fnzp1VoUIFRUdHq0KFCrr88sv18ssv68yZM7muYePGjbrllltUs2ZNxcbG6pJLLtFtt92mnTt35vi5TPnf8pvdu3dX7dq1A27jcDh8Pm677Ta/bXbv3u233VNPPWX5ep6APiX78p+FDKEZQOQ7d04aNEg6fdq/8dfkyVL37vbUBSAixcfHq3379n7jixYtYrYZeXfggDR9uvTOO9LWrYG3iYuTevb0huUwz4h6QnOjRo2KzGxshQoVMm//9NNPBX69d999V71799Y333yjQ4cOKTk5WTt37tQrr7yiFi1a6Lfffgv4vNmzZ6tz58564YUXtGLFCp04cUJpaWk6ceKEli1bpnHjxqlt27batWvXRWv4/PPP1bFjR3366afat2+fUlJStH//fn300Ufq0KGDNm3aZPncmTNnSpKuuuqq/H0B8unqq6+WJK1duzZXn6NdCM0AIpvbLY0ebU5hy974a/Ro0xQMAIKsa9euAWebs57GCuTowAHps8+kd9+Vtm0LvE1cnNSrlwnLvXvbcplRRkZGZhgr6KnZ6enpmV2r8/uR2zemmjRpopo1a0oywfXuu++2DLYXs2PHDt1///1q166dfvzxRx05ckSJiYl65plnFBMTo/3792vQoEG6cOGC33OjoqJ0zTXX6L333tPSpUu1a9cuHT16VBs3btRrr72mmjVraseOHbrpppsuWsPIkSPVqVMn/fjjjzp8+LD27t2rSZMmKTY2VidOnNDdd99t+dz9+/dLkjp27Jivr0F+tWvXTi6XS5K5jKWwohEYgMj26qvmHfqsoqKkNm1MUzAafwEIgfj4eHXo0EHLli3zGV+0aJFatWqV+Uci4Gf/ftPgK6cAFxdnmnt16mRu2ygxMVFnz56VVPAmYIsXL1bv3r0L9BoLFizIPFU5Jw6HQxMnTtTNN98syZwePGXKFNWuXVsdO3ZUmzZt5HK51K9fv4s2xdq3b59atWqlhIQElfzfKfGVKlXShAkTVL9+fd1yyy1KTEzUm2++qYcfftjnuQMGDNCAAQP8XrNixYpq0aKF/vrXv6pZs2ZauXKl/vvf/+ovf/mLZQ1XXXWVvv32W5837B588EGlp6fr4Ycf1rJly7Rt2zZdeumlPs9dtGhR5tck0FkyoVSyZEk1b95cGzZs0MKFCwOe8l0YMNMMIHLNny898ojvmNMplS8vff21ufYLAEKka9eufn9snzx5MvNUVsDHvn3StGnSlCnWgblECXP69UMPmdOxbQ7MUtFsAuZx0003acaMGapRo0bm2J49ezRz5kw9/vjjGjdunBo0aKB//vOfSklJyfG1XnrppczAnNXw4cMzZ28/+OCDPNdYvXp1XXnllZKk+fPn57jt66+/7neGiySfILpq1Sq/x3/93zXyFStWVNmyZfNcY0E1aNBAkrR58+aw7zu3CM0AItPvv0tDhviPO53S7NlSll+QABAKpUuXVocOHfzGFy9ezLrN8PrzT+nTT82yh9u3B96mRAnTBfuhh0yjr0IQlj2yvglU0JnmXr16ye12F+gjN7PMWd144436/fff9fnnn2vEiBGqX7++z+P79+/Xo48+qiuuuELnzp0L+BqlSpVSnz59LPdx/fXXSzLh9OTJk36Pp6amaurUqRowYIBq1qypEiVK+DTS+uKLLySZjt9W6tevr8aNGwd8rEKFCqpcubIk6eDBg36PHzlyRJIu2kE8VDzXl3vqKIw4PRtA5ElKkgYONA3Asi/F8fbbUufO9tQFoNjp2rWrVq1apdTUVEnSZZddpp49e8rpdNIUrLj780+zFOKOHdbblCxpTsPu2LHQnh3lCc1VqlRR9erV7S0mn2JjYzV06FANHTpUkuk/sGDBAk2aNElLly5VRkaGlixZovHjx+v111/3e36jRo1yvOTCczq02+3Wnj17VK5cuczHDh48qL59++bYpMvj1KlTlo/VuMhkgGcWPFDw94TVrM3RwonQDADh5nZLI0ead+uz/kHqcJimX3fcYV9tAIqdUqVKqWPHjjp+/Lh69uypatWq2V0S7LZ3rwnLOS0BVLKkdPnlUocOhTYse3hCczBOzU5PT9f58+cL9BolSpQocM+A8uXLa9CgQXK5XBo7dqxuuOEGud1uvffee/rnP/+p2GzHpHTp0jm+XtbHsy8fNWLECG3atEnR0dEaM2aMBg4cqAYNGqhMmTKZl3fcfffdmjZtmtLS0iz3kdvP2R1oXe98CvRaFzuNvagiNAOILC++KM2a5TvmcpnZ5QDvDgNAqF155ZVy0HQQe/aYBl85heVSpbxhOSYmfLXl0+HDh3XgwAFJwQnN4WwEllsDBgxQ//79NXfuXJ0/f17btm3z+1yTkpJyfI2sj2ddE3rnzp2Zy11NnjzZsru1p9FaqHhO3c5pPelAPGfQZPXnn3/mef+e/VapUiXPzw0XQjOAyDF3rvTEE75jLpdUubIJ0hfpfgkAoUBgLub27DEzy7//br1NqVJS165S+/ZFIix7FOUmYHnRrFkzzZ07V1Lg05sTExOVnp5uOdu77X9LhjkcDtWuXTtzPOvXL6clpXJz6nZB5DY0x8bGKjk5OfN+oOuzly5dmuf9e/brqaMwylMjsLffflstW7ZUmTJlVKZMGXXp0kXz5s0LVW0AkHu//Sb99a/+4y6XNGeOVIjfvQQARKA//pA++kh6/33rwFy6tNSvn2nwdfnlRSowS8FtAibZ0wgsN7LOnga6dvjs2bM5drb++uuvJUlNmzb1uZ45awC16nGwfPly/Z7TGy5B0KxZM0kmvJ44ccJyu+yXl6xatcrndPOjR4/q3//+d573v/N/Z1946iiM8hSaa9asqZdeeklr1qzR6tWr9Ze//EXXXnuttmzZEqr6AODiTp82jb8uXPBv/PWf/0jt2tlTFwCg+NmzR/rwQ+mDD6RduwJvU7q0dNVV0oMPmkZfRfRMKE9ojo2N9Vv7t7DbuXOnnnjiiYvOrq5fv16z/nfZV6NGjVSnTp2A240bNy7gLPS0adO0YsUKSdKoUaN8HqtXr17m7W+//dbvuUlJSbr33ntz/kSCoHv37pLMNcqBlqTy8Cyd5XH06FH16tVLU6dO1auvvqpOnTrp8OHDedr3uXPnMpea6tmzZx4rD588nZ49aNAgn/vPP/+83n77bS1fvrxQvzMAIIJlZEjDh5s/TLI3/nrwQWnECPtqA4BcSE1N9VvPGUWM221mliWzfJTVkmLx8VK3blLbtkU2KGflCc21atXK1frjrVu3DriOsB3Onz+v559/Xq+88oquu+469e/fX+3atVPVqlXldru1Y8cOTZs2TfPmzdOFCxckmewTSI0aNfTrr7+qV69eeuGFF9SmTRudPHlS06ZN03PPPSfJBO777rvP53kdOnRQvXr1tGvXLj3wwAM6e/asrr76apUqVUrLly/XE088oS1btqhJkyb6zWrt7iBo2LChatSoof3792vlypXq27dvwO1uv/32zOWvPNauXas7sjRZzX4K98WsWbMmc5Y9YkJzVunp6friiy909uxZdenSJZg1AUDuPf20Of06K5fL/FEycaI9NQFALhw7dkzLly9XYmKiHnrooUITJpAHbrd503bhQtMV2+q6Xk9YbtdOipDjfOHChcwgt2PHjoBrkmdVokQJv87RdoqNjVVMTIwuXLig6dOna/r06ZbblihRQq+88opuvPHGgI83atRITzzxhMaMGRNwveYaNWro22+/VVy29bVdLpemTp2q/v376/Tp036h2ul06l//+pc2bNgQ0tAsSYMHD9bkyZP1ww8/6Ins/WH+56qrrtLo0aM1derUgI/XqlVLb775pq655ppc7/eHH36QJLVt29Zn5r2wyfNP7aZNm9SlSxdduHBBpUuX1ldffaWmTZtabp+cnOzzbsPp06clmXdVA3VcQ9HiOYYcy8hQ5I7n3LkmGJco4R1zuaRq1aTp080fM0XlcwmBInc8cVEc08hw/PhxLV68WBs2bNCuXbvkdDq1YsUKv1MfUYh5ZpaXLDFhWVKq0+nzryQTlrt0MWE6Kiqifi+tX78+T2uNt2jRQhkZGcqwmoUPs7p162r//v364YcftGjRIq1fv16///67Tp48KafTqbJly6pKlSq6/vrrddttt6lWrVp+//d6Phe326077rhDDRs21KRJk7R69WqdOnVKNWvW1KBBgzRu3DhVqFAh4P/d3bp10+LFi/Xiiy9q0aJFOnXqlCpXrqxOnTppzJgx6t69u0aPHp25n5xqyM3vhvT09IDbjRo1SpMnT9bSpUuVmJiounXrBnz+W2+9pY4dO2rq1KnasmWL3G636tevr8GDB+vBBx/U0aNHc71Pt9utadOmSZJGjx4d8t9tBXl9hzuPi3WlpKRoz549OnXqlGbOnKn//Oc/WrhwoWVwfuqpp/T000/7jU+bNi1zkW0AAIDiYuPGjX79YEqUKKGBAwcy2wwUIa+//roWLFigZs2aWZ66XZSMGzdO27Zt0/Dhwy1n1YNp69atGj9+vOLi4vTBBx+oRNZJkBA4d+6chg0bplOnTqlMmTJ5em6eQ3N2V155pRo0aKB333034OOBZppr1aqlAwcOqGLFigXZNQqB1NRUzZ8/X3369OF6rAhQZI7nyZNS9+7Svn2+1zFLpvnK9dfbUVWhU2SOJ3KNYxoZzp8/rzfeeEPnz5/Xzp071aBBAzmdTvXr10+dOnWyuzwE4jkNe8kS87sngFSnU/NbtFCfqlUV7ZlZRpGVm/9vR48erY8//lg9evTIXG+5KPv+++91zTXXqHbt2vr1118VE+Ju7sOGDdPMmTP1j3/8I/Pa71A6duyYqlevnq/QXOCf5oyMjBwv9o6NjVVsbKzfeHR0NL/wIwjHM7IU6uOZnm4af+3Y4d/46x//kIYOta+2QqpQH0/kC8e0aIuOjlbXrl313//+V5K5btHlcmn58uXq1KkTx7YwcbvN75uFC6Usyw75KVvWXLO8f7+i27XjGEaQnP6/df7vVHyHwxERx3zQoEG64oor9PPPP+vjjz/WPffcE7J9bdmyRbNmzVKlSpX0+OOPh+XrV5B95GnJqfHjx2vRokXavXu3Nm3apPHjxyshIUHDhw/PdwEAkCePPy799JNvYHa5pCuvlCLg1CgAxUPnzp39JhWSkpK0evVqmyqCD7db2r7dLFv46afWgblcOWnQIOmBB6QgrFMM2G3ixIlyOp168cUXlZKSErL9PPvss8rIyNCECRPyPOtrhzzNNB8+fFi33nqrDhw4oLJly6ply5b64YcfAnaJA4CgmzFDevll3zGXS6pVS/r8c3MbAIqAEiVKqFOnTpnrk3osXbpU7du3j4hZqyLJE5YXLpT277fernx5c5lQq1be3z2FpMEVUBBt2rTJU4O3/LpYx/LCJk+h2aq9OACE3IYN0siRvmMOhxQTY5acKl/enroAIJ86d+6sjz/+2GcsKSlJq1at0uWXX25TVcWU2y399psJywcOWG9XvrzUo4fUsiVv1ALFCB0KABR+x45JAwf6L9PhdpvT5po1s6cuACiAuLg4NW7c2K83jGe2OdRNeCDze2TbNhOWDx603q5CBROWW7QgLCPThx9+qA8//NDuMhAGhGYAhVtamjRkiHnnP/vpQhMm0CkbQJHWpEkTbd++3Wf90LNnz2rVqlXq2rWrjZVFOE9YTkiQDh2y3q5iRW9YduapFRCACEJoBlC4PfKImQHIujqeyyVdfbX01FO2lQUAwRATE6POnTtr8eLFPuNLly5Vhw4dmG0ONrdb2rrV/F65WFju2VNq3pywDIDQDKAQ+/hjadIk3zGXS6pXz5yWzR8yACJAx44dtXr1ap0/fz5z7Ny5c8w2B5PbLf36qwnLhw9bb1epkplZJiwDyILQDKBwWr1aGj3ad8zhkOLipLlzpSKwPAEA5EZcXJy6dOmSuW6zB7PNQZCR4Q3LR45Yb1e5sgnLzZoRlgH4ITQDKHwOHTLrXgZavuPzz6XGjcNfEwCEUKdOnbRs2TK/2eaVK1eqW7duNlZWRGVkSFu2SIsWXTws9+wpNW1KWAZgidAMoHBJTZVuuMH8kZO98ddzz0kDBthTFwCEUGxsrC6//HL9/PPPPuOe2ebY2FibKitiMjKkzZtNWD561Hq7KlW8YdnhCF99AIokQjOAwuWhh6Rly/wbf117rTR+vG1lAUCodezYUcuWLdO5c+cyx86fP6/Vq1dzbfPFeMLywoVmmUIrVauasHzZZYRlALlGaAZQeEydKr31lu+YyyU1aiR99BF/4ACIaJ7Z5p9++kmSVKJECXXp0kXt27e3ubJCLCND2rTJzCxfLCz36iVdeim/SwDkGaEZQOGwfLl0zz2+Yw6HVKqUNGeOVLq0PXUBQBh17NhR69atU8uWLdWpUyfFxcXZXVLhlJEhbdxowvLx49bbVatmZpYJywAKgNAMwH7790vXXON7SrbHzJlSgwbhrwkAbBATE6MxY8bIQcALLD3dG5ZPnLDernp1E5abNCEsAygwQjMAeyUnS9ddZ2YKsjf+mjhR6tPHlrIAwC4E5gDS06UNG6TFiy8elnv1Mqss8HUEECSEZgD2cbule+81azJnnWV2OqWhQ6WxY+2rDQBgP09YXrRIOnnSersaNUxYbtSIsAwg6AjNAOzzzjvS++/7jrlcZgmQqVP5wwcAiqv0dGn9ejOznFNYvuQSE5YbNuR3BoCQITQDsMfixdL99/uOOZ1SfLz07bdSyZL21AUAhZjb7VZ6erqioiL0T7i0NG9YPnXKeruaNU1YbtCAsAwg5CL0f1wAhdreveY65kCNv776SqpTJ+wlAUBh5na7tXXrVi1cuFCXXXaZevXqZXdJwZWWJq1bJy1ZknNYrlXLNPgiLAMII0IzgPA6f14aNMj8UZSR4fvYpElm5gAAIMmE5W3btikhIUGHDh2SJJ08eVKdOnVSiRIlbK4uCNLSpLVrTVg+fdp6u9q1TViuX5+wDCDsCM0Awsftlu66S9q0yTcwO53SiBHSmDH21QYAhVBaWprmzp2rpKSkzLHk5GQtX75cvXv3trGyAspLWO7VS6pXj7AMwDaEZgDh8/rr0ief+I65XFKrVqYpGH8QAYCP6OhodevWTd9//73P+PLly9W5c+eiN9ucmuoNy2fOWG9Xp44Jy3Xr8rsBgO0IzQDC4+efpYcf9h1zOqVy5aTZs6W4OFvKAoDCrl27dlq6dKnOZAmZycnJWrZsmf7yl7/YWFkepKZKa9aYsJxl1txP3bresAwAhYTT7gIAFAO7dkmDB/uPO53SN9+YJUMAAAF5ZpuzW7Fihc6fP5/n11u/fr1cLpfq1KmjlJQUn8d2794th8ORq4+jR49efGepqdKyZdLrr+vCnDn6evVq3Tt3rtpPmaLyL7+s6GefVaV//lM9p0/XK6mpOn3DDSEJzBcuXNDXX3+te++9V+3bt1f58uUVHR2tSpUqqWfPnnrllVd0OqfTxPNhwYIFGjlypBo0aKCSJUuqfPnyatq0qUaOHKnPP/884HNuuukmORwOTZ48Oai1ACgYZpoBhNbZs6bxV1KSf+OvN9+Uuna1py4AKELatWunJUuW+M02//LLL7riiivy9FqPPPKIMjIy9NhjjykmJibYpRopKdLq1dLSpeb3gKQqEyfqTLaQLknHzp/Xot9+06IXXtCk//s/ffnll+rYsWNQy6lSpYrP1y5z38eOadGiRVq0aJEmTZoUlH2fP39eI0eO1GeffeY3fvLkycwu6H/961/9njthwgTNmDFDzz77rEaOHKkyZcoUqBYAwcFMM4DQcbulUaOkrVul9HTvuNNpGoLddZd9tQFAERIVFaXu3bv7ja9YsULnzp3L9et8//33+umnn1S7dm3dfvvtOW773Xff6cyZM5YflSpV8n9SSooJyq+/Lv34Y2ZglqQzKSmKcbk0tFkzTbvnHiUuXKjjx49r8+bNGjdunKKiovTnn3/qqquu0r59+3L9OeXGmTNnFBMTo6FDh2ratGlKTEwMyb7T09M1ZMgQffbZZ4qOjtZDDz2k5cuX6/Dhwzp48KAWLlyohx9+WDVq1Aj4/GbNmmnIkCE6cuSIXn755XzXASC4mGkGEDoTJ0pffOE75nJJHTpInHoGAHnStm1bLVmyxOc04pSUFP3yyy+68sorc/Uazz33nCTpb3/7m6Kjo3PctkSJEipdunTuiktJkVatkn75xScoZ3Vv+/aacOutqnbddWa95f8pX768XnzxRbVo0ULDhw/XiRMn9Pzzz+utt97K3b5z4d5779WECRNUrVo1n/Fg7/vrr7/W/PnzFRcXp3nz5vmtp121alX16NEjx9d44IEH9MUXX+iNN97QuHHjFB8fn69aAAQPM80AQuP776Vx43zHXC6pYkXpq6+kUJ0SCAARKioqKuC1zStXrtRZi6Ca1ZYtW7R06VI5HA4NGzYsOEUlJ5vmXpMmSfPnWwZmNWyoN2fNUrX77/cJzFkNGzZMLVq0kCTNmzcvOPX9z5tvvukXmIO97xMnTmReq/z444/7Bebc6tq1q+rUqaOkpCRNmzYtX68BILgIzQCCb8cOaehQ/3GnU/r2WymHP1wAANbatm3rd51rSkqKli1bdtHnTpkyRZLUvXt31a5du2CFJCdLixebsPzTT5LVKeKNGkl33CHdcotlWM6qWbNmkqT9+/cXrL58KOi+p02bppSUFMXExOi+++7Ldx1Z39TwHDMA9iI0AwiuM2ekAQPMH1But+9jU6ZIQW7uAgDFidW1zbmZbZ45c6Yk6aqrrsrTPn06bCcnS4sWmbD888+SVffuxo2lO++Uhg+XatbM9b4OHTokSSpbtmyeagyGgu7bs5Z2u3btVL58+czx9PR0ZWRvhHkRV199tSRp7dq12rVrV77qARA8hGYAwZORYWYTdu70bfzlcEj33y/ddpttpQFApGjTpo1fsPNc22xlx44dmTOoue0OPWbMGMXHxys2NlZxcXFq2aCB/tG3r/78+mvrsNykiWnyOGxYnpcTPHTokJYsWSJJuvzyy/P03IIKxr7XrFkjSbrsssuUkpKil19+WZdddpliY2MVHR2tBg0a6IEHHtCff/550ddq166dXC6XJGnhwoX5qgdA8BCaAQTP889Ls2f7BmaXS+rWTXrlFfvqAoAIkp/Z5kWLFkkyp/62b98+V/vZsmWLkpKSJJnlrTb9/rsmLlqkS//9b03fvNl3Y09YvvlmyaIz9MWMHz9eqampkkyjsnAq6L7Pnz+fuW51TEyMevTooXHjxmnbtm2ZM82///67Jk+erBYtWmjBggU5vl7JkiXVvHlzSYRmoDAgNAMIjtmzpSef9B1zuaSqVaUvv5Qu0qUVAJB7gWabU1NTtXTp0oDb//rrr5KkihUr5nj6sdPpVN++ffXBu+9q49SpOvHkkzr/+OPa9Le/6fHu3RXrculsaqpumTVLP+7cKV16qXT33QUKy5L06aef6oMPPpAkXXPNNerXr1++X8uOfZ86dSrz9vvvv68VK1bo2muv1bp163ThwgXt379f//rXvxQbG6uTJ09q8ODBF51xbtCggSRpc/Y3KACEHaEZQMFt22b+YHI4fMejoqQ5c6TKle2pCwAilMvlCrh00apVqwLONh85ckSSfK61DaR25cr6Ydw43XbsmFrs2aNyDofioqLUvEoVPfeXv+i/I0cqLipK6W63xvzyi9JvvFGqXr1An8vKlSt15513SpJq1aqlqVOnFuj17Nh31muWU1JS1L9/f3311Vdq3bq1YmNjVb16dT388MP6v//7P0mm0/Y///nPHF+zQoUKkrzHDoB9CM0ACubUKdP4KznZv/HX++9LbdrYUxcARLjWrVurXLlymfcvueQSDR06VCVLlvTb1hO8PEHMz7lz0n//axp8LVxo/k8P4PJ+/fTA3XdLkhJ//10rV64s0Ofw22+/acCAATp//rwqVqyo77//XpUqVSrQa9qx7+zrWT/11FNyZH8jWdLQoUMzT7v+5ptvcnxNQjNQeETZXQCAIiwjw8ww//GHf+OvsWNNIxgAQEh4ZptXr16t3r17q2HDhgGDWo7OnZOWLZNWrJCydsnOyuGQmjaVevSQqlbVNZdcon+++aYkad26derSpUu+6t+zZ4/69Omjo0ePKj4+XvPmzVPTpk3z9Vp279vTMC05OVklSpRQu3btLLft0aOHNm/erD179igpKckvcAMofAjNAPJvwgRp3jzfMZdL6tVLevllW0oCgOKkdevWatOmzUXDcuX/XSZz/PhxM3DunPTLL9LKlTmH5WbNTFiuUiVzuEqW2ydPnsxX3YcOHdKVV16pvXv3qkSJEvr222/VoUOHfL1WYdi3w+FQo0aNtHnzZpUtW1ZOp/XJnFlPkT99+rRlaPYcq6xfbwD2IDQDyJ+ZM6UXXvAdc7nMEiMzZpjbAICQyimcZZUZmo8dk+bPl1atunhY7tkzYE+KgwcPZt7Oenp4bp04cUJ9+vRRYmKioqOjNXPmTPXs2TPPr5Mfodx3+/bttXnzZp08eVIZGRmWx+bYsWOZt3NqyuYJzZXpCwLYjmuaAfh59dVX5XA4fD4aN24st+ea5U2bpBEjfBp/LZfkSE+XY88eOSpWlMPhUFRUVOa6oAAA+zRr2FCSdPzECZ346afAgdnhkFq0kO69VxoyxLKJ41dffZV5u23btnmqIykpSVdddZU2bdokp9OpTz75RP3798/Ta+RXqPc9aNAgSdKF/7+9+w6Pony7OP6d3TR67x1EqSK9CdKVZgF+qKDSFFEQEAQpEjoIoYpIUUReFRHpUkREepEiIE0BpYmA9BACaTvvHwsxy6aQkOyknM91cZk8md09YUE9eWbuuXOHX375Jcbj7t1CqmTJkmTIkCHG4/78808AypYtm2gZRSRhVJpFxE2XLl3cThc7fvw469evh6tXoUULCAtzGfz1TTTP06xZM/I/xC1IRETkIQUFwY8/UufYMQBM02T3/T/MNAx4/HHo3p2/q1eP9Y4HGzdu5JNPPgGcpa9atWoPHCUkJIRnn302cnjY7Nmzadu2bTy/oYTxxGs/88wz5M2bF4AhQ4YQEXXWx13z5s3j6NGjALz00ksxPldwcHDkraY8tQsvIjFTaRYRN1myZKFTp05u6zNnzID//Q/OnXMZ/OUAFkbz0/IuXbokZUwREYlJUBCsXUv4pEmwfTuPZM5M/kyZANh17pzzGMOAChWgRw9o1Qpy5qRixYq0bt2aL7/8ksOHD3PlyhWuXLnCrl276NOnD02aNCEkJAQvLy+mT58e7SnIp06dijxLqWPHjgBERETw4osvsmHDBgBGjBjBiy++SFBQUIy/zPvvyHBX0aJFMQyDokWLPtBvRWK9dnTfV1Te3t506dIFwzBYv349TZs2Zdu2bVy9epUTJ04wYsSIyNtbFS1alD59+sSYee/evZGlW6VZxHq6pllEotWrVy+mT5/ucu/J5cuWcd7hwOWOnHY7GypV4sLu3S6Pz5s3L82bN/dMWBERcbp5E7ZtI3j7dnacOsXe8+d5u2pVMvr40Lp0aabt2sXaP//kg549oU4dyJHD5eFhYWEsWbKEJUuWxPgS2bJlY86cOTRu3PiBY509e9blFkv+/v74+/vH+piTJ08+cDFOLq9dtWpVPvroI/r06cO6detYt26d2zHFixdn1apVsV4PvnbtWsB5+nuxYsXinUNEEpd2mkUkWiVKlIi8PuuecIeDz6Iu2O1QpAgLSpd2e3yHDh3w8tLP5UREPOLmTRyrV7Ev4H36fTOCp7bNYf/1C7QuXZoM3t4AdK1SBYBtZ89y6okn3AozwNy5c3n33XepVasWhQsXJkOGDPj4+JAnTx4aNGjAuHHjOH78OC+88IInv7tIISEhkfctrlWrliUZ4vLmm2+yZ88eOnfuTNGiRfH19SVLlixUr16d8ePH89tvv1GqVKkYH2+aJvPnzwega9eunootIrHQ/9GKSIx69+7t8tN5gE+BQYDdMMDXl9AlS1hcv77bY3VqtohI0rp2+xq7jm9gxy+L2fbPTnaafxN0KRSuAWXh3WzVKWFkB5sNnniCcnXqUGv/frZv3878+fMZNGiQ23O+8MILD12IixYt6nZ6c3RrCbFt2zaCg4Px8fFh9OjRCc6TEPF5nscff5w5c+Yk6HW2b9/OyZMnyZAhA+3atUvQc4hI4lJpFpEY1atXjyfKlWP/3WEkAGeBVcCzpgkLFrD2zBmuXbvm8ri6detSsmRJz4YVEUnFIhwRHLl0hJ1/72T739vZemozJ67/BYCXaSMCB6YB5AYjN8w0WtDO9gQ88YTzNOy79wb+4IMPaNasGbNmzeK9997Dx8fHsu8pIX788UcAunfvnmpPW/7oo48A6NmzJ5nuXocuItZSaRaRmIWF8W5oKB3uW54JPDtiBLRsyTfR/BT89ddf90g8EZHU6krwFXb+vZOdf+9k69mt7Dq3i+CwYAC8sBPOf8MYww3n7Am7aZDO8GaJ7SUaV2zjLMv3XTfbtGlTGjZsyPr16/n888/p1q2bx76nxLBu3TqyZs3KBx98YHWUJHH48GEWLVpEzpw5GTBggNVxROQulWYRiVnfvrx07BjvAxeiLK8FTrVvT+7gYFasWOHykCxZstCmTRtPphQRSdHCHeEcvnCYHWd3sPPvnWw+s5lT108B4GXzItwR7no87rcyspsG+YxMrC0zljKN27mV5agCAgKoUqUKY8eOpXPnzilqt3nv3r1WR0hSI0eOxOFwMGTIEDJnzmx1HBG5S6VZRKL3xRcwbRo+QHdgSJQvOYBZn37KE088wa1bt1we9vLLL5MuXTrP5RQRSaG2ndkGQIFJBbgWei3aY8Id4dgwcBDztbQ2DCpnKMn3r6wid75H4nzdihUrRnsPYbHeggULWLBggdUxROQ+Ks0i4m7vXogysbMbMBq4E+WQzz//nMqVK7s9VKdmi4g8mDvhzn+rVspbiXR+6cjsm5lMPplwmA4WHvqWG6GBcRZmgDYln2de2/n4efl5IraISJqjW06JiLuXXoIo92fOCbxy3yH//vsva9ascVmrUKFCtEVaRETcNSzeEIA1r6zh+5e/5+OmH5PXnoVv9n/JzdCbAHEW5g/qfMA3Ly9SYRYRSUIqzSLyn9BQ5z+vXIH7Tt3r/e67cT5cu8wiIvF37c41/Ff3o9CEfIzcFUCQ4060Zdnr7v+22QwbXjYv/u/5/2Nkg5HYDP3vnIhIUtLp2SLyn/ffh8aNXQuzzQatW1N24kSaHD4cebuP+/n5+dG+fXsPBRURSfmu3XFex1xm6mNci7gR466yAZhAOA7shp2MPhn5/uXvqVOkjufCioikYfrRpIg4zZ4Nn3/uuublBaVLw9y5YBi8G8tuc6tWrch29z6gIiISsyvBVxi8sg9lpj4GQLAZ4l6YTWdZtmOL/IrNsFEkaxH2dN2jwiwi4kEqzSIC27ZB9+6uazYbZMgAK1c6/wk8/fTTlC5dOtqn6NKlS1KnFBFJ0S4HX2bg970oNCE/H+6dQrAZ4n7Q3bKc0zszo570p0SO/6Zh1y5Um91v7OaR7HFPyBYRkcSj0iyS1p07B8895zL4K9LixVC0aOSnhmHwzjvvuB1WvHhx6tevn4QhRURSrku3LtF/xTsUmpCf8b9O47YZGuPOci7vLEyuP45T/f5hz+WDHLtyDICOFTry02s/kT1dds9/AyIiaZyuaRZJy+7cgWefhevX3UvzxInQsKHbQy5duuS21rlzZwzDSKKQIiIp07+3/iXgpxF8fGA2YWY4EbFcs5zbJysf1BnMGzV74Oflxwc/f8DS35cCMLbhWN6v/b7+PSsiYhGVZpG0yjShWzfYv9+9MLdtC716uT1k9+7dTJkyxWXNx8eHzp07J11OEZEU5mLQRcb/NIzpv80hPKayfHdnGSDgqdF0rvVW5G2jvv7ta0ZvGY2P3YevW31NmzJtPBdeRETcqDSLpFXTp8O8ea5rdrvzn9Omwd0djSpVqmCaJlevXuXUqVNuT/Pqq6+SL1++JA4rIpL8XQi6wLh1w5hxcA7hZkSMZRkD8vpkx7+OP1yFN2r2wNvLG4AdZ3fQeUVncqTLwer2q6lWoJpnvwkREXGj0iySFm3c6L6TbLNB5szOj/38Ipf37t0b49Nkz56dkSNHJkFAEZGU4/zN84xbN5QZh+YS4YggwnAvy4YJpgH5fLPj/9RQOlV7E5tpY/Xq1a7HYVA5X2W+af0NRbIW8dS3ICIisVBpFklrzpyBVq3c1w0DvvkGrl17oKfJkCEDixYt0i6ziKRZ/9z8hw9/9GfWoXlEmHfL8n2XHf9XlnMwtN4wOlbrio/dB4CwsDC356xRqAbbOm/T9csiIsmISrNIWhIcDC1aQGCg+3XM06ZBzZpw365HVD4+PhQsWJDGjRvz/vvvU6xYsSQOLCKS/JwLPMfYtUOYfeT/cJiOWMtyAd9c+NcfSoeqb0SW5bioMIuIJC8qzSJphWlCly5w+LBrYbbZoFMn51Cw8PBoHhb9tFcRkbTm78C/75blLzHjKMsF/XIxtP5wXqvyOt52b2sCi4hIolBpFkkrJk2CBQtc17y8oGJF51Aw7WyIiETr7I2zjFn7AZ8d/TrOslzILzfDGozklcqdVJZFRFIJlWaRtGDdOujXz3XNZoNs2WDZMvD1tSSWiEhydubGGcb8MJg5v8/HNM1Yy3JhvzwMaziS9pU6qiyLiKQyKs0iqd1ff0GbaO7xabPBihWQP7/nM4mIJGOnr59m9A+DmPvHgjjLctF0+RjWcCTtKnXAy6b/rRIRSY30b3eR1CwoyDn4KzjYeU1zVDNmQI0a1uQSEUmGTl47yegfBvHFsYUQR1kuli4/wxuN4qWKr6osi4ikcvq3vEhqZZrQoQMcOwYREf+tG4Zz6Nfrr1uXTUQkGfnr2l+MXjOIece/i7Es20xwGFA8fQGGNxrNS0+8gt1mtyawiIh4lEqzSGo1diwsWeK6Zrc7d5enTrUmk4hIMvLn1T8ZtWYA/3diMYZJDGXZwGGYlEhfkOGNx9C2QjuVZRGRNEalWSQ1WrUKPvjAdc1uh1y5nEXaW0NqRCTtOnH1BCNXv89Xfy7FMMERS1l+JENBRjQeS5vHX1JZFhFJo1SaRVKbP/6AF190X7fbYeVKyJ3b85lERJKB41eOO8vyX8vunm4dc1kumaEQI5o4y7LNsFkTWEREkgWVZpHUJDDQOfjrzh33wV+ffQaVK1uTS0TEQn9c/oMRq9/nm5MrsJlgGiYRMZTlxzIWYUSTsbQq31ZlWUREAJVmkdTD4YD27eHkSffBX716wauvWpdNRMQCv186yvDV7/PtqZXY4yjLpTIWZeTTH/J8uTYqyyIi4kKlWSS1GD7cefp1VHY7PPkkBARYk0lExAJH/z3CiNXv8+3pldhNG6ZhEh5DWS6TqRgjnv6Q58q2VlkWEZFoqTSLpAbLlsGIEa5rdjvkyweLFoGX/qqLSOp3+OIhhq/uz6Iza7CbBqYB4YbD5Zh7Zbls5hKMfHocz5Z5AcMwYnhGERERlWaRlO/IEWjXznkadtTrmL29nTvPOXNal01ExAMOXTzIsNX9WXLmh7s7yxBuuM51uFeWy2UuwahnAmhR+jmVZREReSAqzSIp2bVr0Lw5hIa6D/6aNw8qVLAml4iIBxy88BvDVvdjydkf8YphZ9luGkQYJo9nKcnIZ8bTvNSzKssiIhIvKs0iKVVEhPPWUmfPug/+6t8f2ra1LpuISBI6cH4/w1b3Y9nfP2E3DYhmZ/leWa6Q5TFGNh1P08daqCyLiEiCqDSLpFSDB8NPP7nuMNvt0KABjB5tXS4RkSSy//w+hq3qx/Jz6yPLckQMZfmJrKUY1SyAp0s2U1kWEZGHotIskhItXAjjxrmu2e1QqBB8+63zYxGRVOLXf/YybFU/vv9nA15xlOVK2cowsul4mpRsqrIsIiKJQqVZJKU5cAA6dHBdMwzw8XEO/sqWzZpcIiKJbO+5PQxd9R6rzm/Cy7TFehp21ezlGNF0PI0eeVplWUREEpVKs0hKcuUKtGgBYWGu66YJX38NZctak0tEJBHtObeboSvfY/WFzVGuWY5+wFe17OUZ2XwCDYo3UlkWEZEkodIsklKEh0ObNnD+vOvgL4AhQ+CFF6zJJSKSSHb9/Qv+K99j7cWtkTvLMZ2GXSNHBUY0C6B+8YYqyyIikqRUmkVSiv79YdMm98FfTZvCsGGWxRIReVg7z+7Af9V7rLu4Pc6d5Vo5KzKiWQD1ijewKK2IiKQ1Ks0iKcGXX8Lkya5rdjsUK+Y8LdtmsyaXiMhD2HFmO/6r+vLTvzvjnIZdO2clRjQP4Kli9S1KKyIiaZVKs0hyt2cPdOniumYY4OcHq1ZB5szW5BIRSaBtp7fgv+o9fr60K86yXCdXZUY0n0Cdok9ZlFZERNI6lWaR5OziRWjZEhwO9699+y08+qjnM4mIJNCWU5vwX/UeGy/vibMs181dlRHNAniyaF2L0oqIiDipNIskV2Fh0KoVXLrkPvhr1Cho3tyaXCIi8bT55Eb8V/dj0wOU5Xp5qjOi+QRqFa5tUVoRERFXKs0iyVXv3rBjh/vgr+eeg4EDLYslIvKgNv71M/6r+7Hlyq9xluUGeWsyvFkANQvXsiitiIhI9FSaRZKjOXPgk09c1+x2KFkS5s1zXtMsIpIMmabJxpM/M2TVe2y7uj/Ostwwby1GNJ9A9UI1LEosIiISO5VmkeRm507o1s11zTAgQwZYuRIyZrQml4hILEzT5Oe/fsJ/VT+2XzsQY1n2Mg3CDZMm+Z5kWPMAqhWsblFiERGRB6PSLJKcnD8Pzz7rekr2PYsWQYkSns8kIhIL0zT56cRa/Nf0Z+e1g3HuLD+dvy7DmgdQpUBVixKLiIjEj0qzSHIREuK8XvnqVffBXwEB0LixNblERKJhmibrjv/AB2v6sfv64Vh2lm2EGw6aFniKYc0CqFygikWJRUREEkalWSQ5ME14+23nPZmj7jLbbNC2LfTpY102EZEoTNNk7fHV+K/uz+4bR+Isy80K1mNYswAq5q9kUWIREZGHo9IskhzMnAmff+66ZrdDmTLOoWAa/CUiFjNNkzXHVuK/5n323jga5zXLLQo1YGiz8TyRr6JFiUVERBKHSrOI1bZsgXfecV2z2SBTJvj+e0if3ppcIiI4y/Lq379nyA/92Rf4B7Y4dpZbFmrEsOYBPJ63gkWJRUREEpdKs4iVzp6F55+PfvDX0qVQpIjHI4mIgLMsrzy6HP+177M/8FjkzrIjmp3lCMPkucKNGdpsPOXzPm5RYhERkaSh0ixildu3oWVLuHEDHA7Xr02ZAvXqWZFKRNI40zRZcWQp/mvf57ebJ2LdWY4wHLxQ5BmGNhtP2TzlLEosIiKStFSaRaxgmtC1Kxw86FqYbTZ49VXo0cO6bCKSJpmmyfIjSxjyQ38OBf0VWZbdd5adZbl10ab4NxtHmdxlLUosIiLiGSrNIlaYOhW++sp1zW6HChWcQ8E0+EtEPMRhOlh2aBH+Pw7kcKxl2SDCgDbFmuPf9ENK5y5jUWIRERHPUmkW8bT166FvX9c1mw2yZoUVK8DPz5JYIpK2OEwHSw4uZOiPgzhy62SMZdluGjgMaFu8Jf7NxvNYzscsSiwiImINlWYRTzp5Elq3dl+32WD5cihQwPOZRCRNcZgOFh/8Fv8fB/L7rdNxnIZt8nKJ5xjSbByP5njUosQiIiLWUmkW8ZRbt5yDv4KC3Ad/TZ8OtWtbk0tE0oQIRwSLflvA0HWD+CP4TKw7y6YB7R55ng+afkjJHCUtSiwiIpI8qDSLeIJpQqdOcPSo++Cv1193DgUTEUkCEY4IvvvtG/x/HMjx23/HWZZfLdmawU3H8kj2RyxKLCIikryoNIt4QkAAfPed65rdDlWrwrRp1mQSkVQtwhHBtwe+Zui6QZy4fQ7DJMayjGHw2qNtGPzMGEpkL2FNYBERkWRKpVkkqf3wAwwY4Lpmt0POnLB0Kfj4WJNLRFKlcEc4C/Z9ybD1H/Dn7X8iy7J531D+e2W542NtGfzMGIplK2ZJXhERkeROpVkkKZ04AW3buq/bbPD995A3r+cziUiqFO4I55t9/8fQnz7g5J3zcZblzqVeYtAzoymatagVcUVERFIMlWaRpHLzJjRvDsHBzmuao5o923lqtojIQwp3hPP1r18wbP0QTt25EGtZNgyDzqVfZtDToymStYgleUVERFIalWaRpOBwwCuvwJ9/QkTEf+uGAT16QMeOlkUTkdQhLCKMr/bOZfjP/pwOuRhHWbbxepn2DHx6JIWzFLYkr4iISEpli8/BY8eOpWrVqmTKlIncuXPz/PPP88cffyRVNpGUa/RoWLHCtTDb7fDkkzBxonW5RCRV+GrvXB4JKEjnNW9y5s5FIPqy7IWdrmVe46/eJ5nRdp4Ks4iISALEqzRv2rSJ7t27s3PnTtatW0dYWBhNmjTh1q1bSZVPJOVZsQL8/V3X7HbIkwcWLwZvb2tyiUiKFhoRyv/t/gyA7ut6c/bOv0D0ZdkbO93KduTku6f4pO0XFMpSyNNxRUREUo14nZ79ww8/uHz+xRdfkDt3bvbu3UvdunUTNZhIivT77/Dyy87TsKNex+zlBStXQq5c1mUTkRQpNCKUL3bNZsTG4VwNv8U3j38DRF+WbYaNbuU7MqDJCPJnym9BWhERkdTnoa5pvnHjBgDZs2eP8ZiQkBBCQkIiPw8MDAQgLCyMsLCwh3l5SQbuvYd6L4HAQGjVyjkZ28/P9WuffQblykEy/33S+5m66P1M2UIjQvl671zGbf2Q86FXMUxIZ08HQDpbusjj7KaB3Wanc+n2vNtgEHkzOqfy631P/vR3NHXR+5m66P1MfR7mvTRM8/6xvg/G4XDw7LPPcv36dbZu3RrjccOGDWP48OFu6/Pnzyd9+vQJeWkRERERERGRBxYcHEy7du24ceMGmTNnjtdjE1ya33rrLdasWcPWrVspWLBgjMdFt9NcqFAhzp8/T44cORLy0pKMhIWFsW7dOho3box3Wr5Wd+RImDDBde3e4K+lS50fpwB6P1MXvZ8pS0h4CP+3+zMCto/nYth1uDsNO6p0tnR8Xu5zuh1+g1fLtKVXvYHkzpDbiriSCPR3NHXR+5m66P1Mfa5cuUK+fPkSVJoTdHp2jx49WLlyJZs3b461MAP4+vri6+vrtu7t7a0/gKlImn4/Fy92luao7HYoUAC+/tr9VO0UIE2/n6mQ3s/k7U74HT7bMZ1RW0bzb9g15ziEe2U5yo+17Rj4Gc73cc/b+yiQtYDHs0rS0N/R1EXvZ+qi9zP1eJj3MV7Ts03TpEePHixdupSff/6ZYsWKJfiFRVKFgwed92M2omwHGYZzQvbKlRDL9f4ikrbdDrvNR1sCKDIuHz1/fo+LodecHfn+AV93y3KfJ7pz6J2jANpdFhER8aB47TR3796d+fPns3z5cjJlysSFCxcAyJIlC+nSpYvj0SKpzNWr0KKFc7hX1KscTBO++grKl7cum4gkW7fDbjNr+0eM3jqGK+GB/+0s31eWbRj4Gt70qtiNvg2HkDN9Tg2kERERsUC8SvOMGTMAqFevnsv63Llz6dixY2JlEkn+wsPhf/+Dc+cgIsL1a4MGQevW1uQSkWQrOCyYWds/YszWsQ9UlntXeps+DQaTM31OK+KKiIjIXfEqzQmcGSaS+gwcCBs2uO4w2+3QpAmMGGFdLhFJdm6F3mLmtqmM3T6Oq+GB/12mHE1Z9jN8eLdyd96tP4gc6TUsU0REJDl4qPs0i6RJ33wT/aTsIkVg/vwUMylbRJLWrdBbfLJ1MmO3j+N6RBAx/djZhkE6mw99Kr9D7/oDyZ5OsxBERESSE5VmkfjYtw86dXJdMwzw9XUO/sqa1ZJYIpJ8BIUG8cmWSXy4IyDOspze5htZlrOly+bRnCIiIvJgVJpFHtSlS87BX+HhruumCQsWQOnS1uQSkWThZshNpm+ZyLidE7gRcSvWspzB5kffqj3pVW8AWf2yejKmiIiIxJNKs8iDCAtzDve6eNF98NeIEdCypTW5RMRygSGBfLx5AuN/mUhgRHCcZblftd70fOp9svhl8WhOERERSRiVZpEH0bcvbN3qPvirRQsYPNi6XCJimcCQQKZtDiBg5yRuOm7jiKEu2zDIaPOjX/U+vFO3n8qyiIhICqPSLBKXL76AadNc1+x2KFECvvwSbDZLYomINW7cucFHm8YzYddkghx3Yi3Lmezp6F+9Lz3qvkdm38weTioiIiKJQaVZJDa7dkHXrq5rhgHp08OqVZApkzW5RMTjrt+5ztSNHzJx90fciqUsG0BmewYG1HiP7nX6kslX/54QERFJyVSaRWJy4QI8+yw4HO5fW7gQHnnE85lExOOu37nOlA1jmbjnI4IdIbGW5Sz2DAyo2Y/udfqS0SejZ4OKiIhIklBpFolOaCi88AJcvuw++GvsWHjmGWtyiYjHXLt9jckbxjBp7zRuO0JjLctZ7RkZWOt93nqyt8qyiIhIKqPSLBKdnj2dp2ZH3WW22ZwTtPv3ty6XiCS5q7evMnnDGCbv/TjOspzNK5OzLNfuTQafDJ4NKiIiIh6h0ixyv9mzYdYs1zUvL3jsMZg713lNs4ikOleCrzDp59FM+fUT7pgxlGXT+a+A7F6ZGVR7AN1q9yK9d3rPhxURERGPUWkWiWrbNuje3XXNZoMMGWDlSuc/RSRVuRx8mYnrRzJ130xCzLBYy3IO78wMfnIQXWu9o7IsIiKSRqg0i9xz7hw891z0g78WL4aiRT0eSUSSzqVbl5iwfiQf7Z9JqBkea1nO6Z2FwXUG0bXmO6TzTuf5sCIiImIZlWYRgDt3nJOyr193L80TJ0LDhpbEEpHE9++tfwn4aQQfH5hNmBlORCxlOZdPVj6oM5g3avbAz8vP82FFRETEcirNIqYJ3brB/v3ug79efhl69bIsmogknotBFxn/0zA++W1OnDvLuX2yMaTuB3Sp8bbKsoiISBqn0iwyfTrMm+e6ZrdDuXLw6aca/CWSwl0IusD4dcP45OAcws2IGHeWMSCvT3aGPDWELtXfwtfL1+NZRUREJPlRaZa0beNG951kmw2yZIHvv4d0unZRJKU6f/M849YNZcahuUQ4Iogw3MuyYYJpQD7f7Pg/NZRO1d5UWRYREREXKs2Sdp05A61aua8bBixbBoUKeTySiDy8f27+w4c/+jPr0DwizLtl+b4TRv4ryzkYWm8YHat1xcfuY01gERERSdZUmiVtCg6GFi3g5k33wV/TpkGdOtbkEpEEOxd4zlmWD8/DYTpiLcsFfHPhX38oHaq+obIsIiIisVJplrTHNKFLFzh82H3wV6dOzqFgIpJi/B34N2PXDmH2kS8x4yjLBf1yMbT+CF6r0gVvu7c1gUVERCRFUWmWtGfSJFiwwHXNywsqVnQOBdPgL5EU4eyNs4xZ+wGfHf06zrJcyC83wxqM5JXKnVSWRUREJF5UmiVtWbcO+vVzXbPbIVs253XMvhoAJJLcnblxhjE/DGbO7/MxTTPWslzYLw/DGo6kfaWOKssiIiKSICrNknb89Re0aeO+bhiwYgXkz+/5TCLywE5fP83oHwYx948FcZblounyMazhSNpV6oCXTf+pExERkYTT/0lI2hAU5Bz8FRzsvKY5qhkzoEYNa3KJSJxOXT/F6DWDmHvsW4ijLBdLl5/hjUbxUsVXVZZFREQkUej/KCT1M03o0AGOHYOIiP/WDcM59Ov1163LJiIx+uvaX4xeM4h5x7+LsSzbTHAYUDx9AWdZfuJV7Da7NYFFREQkVVJpltTvww9hyRLXNbvdubs8dao1mUQkRn9e/ZNRawbwfycWY5jEUJYNHIZJifQFGd54DG0rtFNZFhERkSSh0iyp26pVMHiw65rdDrlyOYu0twYDiSQXJ66eYNTqAXz55xIMExyxlOVHMhRkROOxtHn8JZVlERERSVIqzZJ6/fEHvPii+7rdDitXQu7cns8kIm6OXznOyNXv8/Vfy+IsyyUzFGJEE2dZthk2awKLiIhImqLSLKlTYKBz8NedO+6Dvz77DCpXtiaXiET64/IfjFj9Pt+cXHH32uSYy/JjGYswoslYWpVvq7IsIiIiHqXSLKmPwwHt28PJk+6Dv3r1gldftS6biPD7paOMWD2ABae+x26CaZhExFCWS2UsysinP+T5cm1UlkVERMQSKs2S+gwf7jz9Oiq7HZ58EgICrMkkIhz99wgjVr/Pt6dXYjdtmIZJeAxluUymYox4ehzPlW2lsiwiIiKWUmmW1GXZMhgxwnXNbod8+WDRIvDSH3kRTzt88RDDV/dn0Zk12E0D04Bww+FyzL2yXDZzCUY+PY5ny7yAYRgxPKOIiIiI56hBSOpx5Ai0a+c8DTvqdcze3s6d55w5rcsmkgYduniQ4av7s/jMD3d3liHccJ0xcK8sl8tcglHPBNCi9HMqyyIiIpKsqDRL6nD9OjRvDqGh7oO/5s2DChUsiSWSFh288BvDVvdjydkf8YphZ9luGkQYJo9nKcnIZ8bTvNSzKssiIiKSLKk0S8oXEQFt28LZs+6Dv/r3d35NRJLcgfP7Gba6H8v+/gm7aUA0O8v3ynKFLI8xstl4mj7aQmVZREREkjWVZkn5Bg+Gn35y3WG226FBAxg92rpcImnE/vP7GLaqH8vPrY8syxExlOUnspZiVLMAni7ZTGVZREREUgSVZknZFi6EceNc1+x2KFQIvv3W+bGIJIl9//zK0FXv8f0/G/CKoyxXylaGkU3H06RkU5VlERERSVFUmiXlOnAAOnRwXTMM8PFxDv7Kls2aXCKp3N5zexi66j1Wnd+El2mL9TTsqtnLMaLpeBo98rTKsoiIiKRIKs2SMl25Ai1aQFiY67ppwtdfQ9my1uQSScX2nNvN0FXvsfr85ijXLEc/4Kta9vKMbBZAgxKNVZZFREQkRVNplpQnPBzatIHz510HfwEMGQIvvGBNLpFUatffv+C/8j3WXtwaubMc02nYNXJUYESzAOoXb6iyLCIiIqmCSrOkPP37w6ZN7oO/mjaFYcMsiyWS2uw8uwP/Ve+x7uL2OHeWa+WsyIhmAdQr3sCitCIiIiJJQ6VZUpavvoLJk13X7HYoVsx5WrbNZk0ukVRkx5nt+K/qy0//7oxzGnbtnJUY0TyAp4rVtyitiIiISNJSaZaUY+9e6NLFdc0wwM8PVq2CzJmtySWSSmw7vQX/Ve/x86VdcZblOrkqM6L5BOoUfcqitCIiIiKeodIsKcPFi87BX/dfwwzOW0s9+qjnM4mkEltObcJ/1XtsvLwnzrL8VO6qjGg+gdpF6liUVkRERMSzVJol+QsLg1at4NIl99I8ahQ0b25NLpFYTJo0icDAQCpUqMALyXQ43eaTG/Ff/R6bLu+NsyzXy1OdEc0nUKtwbYvSioiIiFhDpVmSv969YccO98Ffzz0HAwdaFkskJrNnz6Zv374A+Pr6sm/fPkqXLm1xqv9s/Otn/Ff3Y8uVX+Msyw3y1GB48wnULFzLorQiIiIi1tLUJEne5syBTz5xL8wlS8K8ec5rmkWSkbNnz9KvXz8AnnrqKUJCQujUqRMR0V1a4EGmabLhr/XUmVaR+l82ZPvlfUD0ZRmgUd5a7Oy8gx/f2q7CLCIiImmaSrMkXzt3QrdurmuGARkywMqVkDGjNblEYvHGG28QGBhIr169+PHHH6lcuTK//PILEydOtCzTppMbeHJaRRp82YgdVw4A7mXZ625ZbpLvSX7pspMfum2leqEaHs8qIiIiktyoNEvydP48PPus6w7zPYsWQYkSns8kEofPP/+ctWvXUrVqVcaPH4+Pjw8LFy4kc+bMDB06lN9//91jWUzTZOOf6wF49tvn+eXqb0B0Zdn5n4Gn89dl9+u7WP3mZqoVrO6xnCIiIiLJnUqzJD8hIc7rla9edR/8FRAAjRtbk0skFufOnaNPnz5kzZqVhQsX4uPjA0Dx4sWZM2cOd+7coVOnTjgcjiTNYZomPx5bQ42PHue571pFrsdUlpsWeIq9b+xhZdeNVClQNUmziYiIiKREGgQmyYtpwttvw549rrvMNhu0bQt9+liXTSQWBQoU4Pr169F+rU2bNpjRnTWRiEzTZO3x1fiv7s/uG0ewmwY+dj+347xMG+GGg2YF6zGsWQAV81dK0lwiIiIiKZ1KsyQvM2fC55+7rtntUKaMcyiYBn+JuDBNkx+OrWLImv7svXE0xmnYXqZBuGHSomADhjYfzxP5KlqUWERERCRlUWmW5GPLFnjnHdc1mw0yZYLvv4f06a3JJZIMmabJ6j++Z8ia/uwL/CPGsnxPy0KNGNY8gMfzVvBwUhEREZGUTaVZkoezZ+H556Mf/LV0KRQp4vFIIsmRaZqsPLoc/7Xvsz/wWKw7y/fOy9jRaTsVCj7h8awiIiIiqYEGgYn1bt+Gli3hxg24f0jSlClQr54VqUSSFdM0WXFkKU9MfpRnv3uB324cB6If8GUALxRtys7OOwEok6esp+OKiIiIpBoqzWIt04SuXeHgQddJ2TYbdOgAPXpYl00kGTBNk2WHF1NhUkme+64VhwL/BMARQ1luXbQph946xMKOqyiVu3Si5QgNDWXWrFk0atSI3Llz4+PjQ+HChXnzzTc5f/585HE3btwgS5YsGIbBRx99lGivLyIiImIVlWax1kcfwVdfue4w2+3wxBPOoWAa/CXJyIQJEzAMw+XXo48+Gutk7J07d7o9xsvLi3/++SfW13KYDpYcXEj5SY/wwqI2HL75l3M92tOwDdoUa87htw6zoONKyuRO3J3lbdu2UapUKbp168b69eu5dOkSYWFhnD17ltmzZ1OjRg2uXr0KwMyZMwkMDCRPnjy88cYbkc/RsWNHt9+HejGcRbJx40a3Yw3D4NSpU4n6fYmIiIg8CJVmsc769e63kLLZIGtWWLEC/NxvlyNipTfeeIOMGTO6rB0/fpz169fH+JhvvvnGba1Zs2bkz58/2uMdpoPFB7+l/MRHaL3kRY7ePOlcv68s2++W5bbFn+Vo96N802EFpXOXie+3FKeFCxdSv359Tp48iWEYNG3alGHDhvH222+TNWtWAM6cOcPUqVMJCQlhypQpAPTp04d06dIleh4RERERT9MgMLHGyZPQurX7us0Gy5dDgQKezyQShyxZstCpUyemTZvmsj5z5kwaNWrkdrzD4WDhwoVu6126dHE/9m5Z9v9xIL/fOo3t7oCv6E7DjjBMXi7xHEOajePRHI8+5HcVsz179vDaa68RFhaGr68vS5YsoVmzZpFff+utt3jiiSeIiIhg3bp1FCxYkAsXLpA9e3befvvtJMslIiIi4kkqzeJ5t245B38FBbkP/po+HWrXtiaXyAPo1asX06dPxxHlz+7y5cs5f/48+fLlczl2w4YNXLhwwWUtb968NG/ePPLzCEcEi35bwNB1g/gj+IxrWT4NBDuPswEm8GTeavyv8qvkz5SfI1uOcIQjMWYNDw9n7969hIWFUa1aNQoXLvzA36dpmvTo0YOQkBAApk6d6lKYAcqVK0eTJk1Ys2YNZ8+eJSAgIPL36P4deREREZGUSqVZPMs0oVMnOHrUtTDbbPD6686hYCLJWIkSJWjZsiXLly+PXAsPD+ezzz5jyJAhLscuWLDA7fEdOnTAy8uLCEcE3/32Df4/DuT47b+j31n+GWdxBu79bdnITjayM965586dS8eOHR/4+HXr1vHLL78AULVqVbrG8HezZMmSrFmzhr///huAzJkz07Nnz3jnExEREUmudE2zeFZAAHz3nfvgr2rV4L5TXkWSq969e7utffrpp0REmQAfGhrK4sWL3Y7r2Kkj8/f9H6UmFOHl5a9yIthZNqO7ZtlKn3/+eeTHAwYMwIhhKF+2bNlcPu/evXvktc4iIiIiqYFKs3jODz/AgAGua3Y75MwJS5eCj481uUTiqV69ejzxxBMua2fPnmXVqlWRn69du5Zr1665HPNYpUdpsbwh7Vd04M/gcwDc343tpoEdGx0fe5G/9v2FaZoJ/hUaGsqyZcsIDQ2N1y6zw+FgzZo1AGTNmpUWLVrEeuw96dOnp8/9w/1EREREUjiVZvGMEyegbVv3dZsNvv8e8ub1fCaRh/Duu++6rc2cOTPy4+imZv9R5Bh/BTtvNRVTWe5c6mVO9PqTz17+hmLZiiVu6Ad04MABAgMDAahTpw4+sfxAK+rttt58801y5syZ5PlEREREPEmlWZLezZvQogUEBzuvaY5q9myoWtWaXCIP4aWXXiLvfT/sWbt2LadOnSI4OJgVK1a4PsAXKBN9WfbCRpfS7fiz11/MfulrimYtmqTZ47Jv377IjytWrBjrsfdOSff19aVfv36J8vqhoaGJ8jwiIiIiiUGDwCRpORzw6qvOneYo13tiGNCjB8TjlFGR5MTHx4fu3bu7DP9yOBx8MuMTbma+xq1bt1wfUB7w/u9Tu2lgGDZeL9OegU+PpHAW98nWW7du5fLlywnOmNDp2X/++Wfkx4888kiMx4WGhkYOOytSpIjb9PC4hIWFRbt+9uzZeD2PiIiISFJSaZakNXq0877LUdntUKsWTJxoTSaRRNKtWzdGjx7NnTt3ItcmfjIBR17T/eBKzn/cK8tvlH2FgU1GUihLoRif/4MPPmDTpk2JkjU+07OvXr0a+XHmzJljPG7GjBmcPHkSALvdHutzRneKd1BQULTHHjx48EFiioiIiHiETs+WpLNiBfj7u67Z7ZAnDyxeDN7e0T9OJIXImTMn7dq3c1lzBJlw4r4D84A9n4E3drqV7cjJd0/xyf++iLUwWynqdcr3rm2+39WrVxk1alTk515esf8M9v4p2wAnTpyIvA901Nf74osv4pFWREREJGmpNEvS+P13ePll52nYUXl5wcqVkCuXNblEEkloRCizd3zMyoxL4jzWVsng7fKdOdXnDB//73MKZi74QK+xceNGS6ZnFyz4X77t27dHe0zfvn1dTh0PDw+P9TnLlCnjthYcHMw777wTeV30pUuXaNu2LTdu3HjgrCIiIiJJTaVZEt+NG9C8OYSEuA/++vxziGOwkEhyFhoRyqwd0yg2Pj9v/vgOl7JehxIxH2/3sXNw5iE+av0Z+TPl91jOh1E1ynC+L774wmUwGMCHH34YuRt87/TtEydOxHotcpMmTaI9hfvTTz8lX758lC9fngIFCrB27dpE+A5EREREEo9KsyQuh8O5w3z6tPvgr759oV27mB8rkoyFhIcwY9tUio7LR7cfe3I+5Apwdxp2jZgf92KbFylT2H2XNTlr1KgRRYsWBeDOnTvUqVOHrl27Mnz4cOrWrcvAgQMBqFGjBkOHDgWcQ71atmxJQEAAe/fudXvOfPny8dprr0X7epcuXeLQoUORg8Gi25UWERERsYoGgUni8veHNWtc1+x2qFcPxo2zJJLIw7gTfoc5O2cwavNILoRdAxMw7rt11CNATiCaQdddunTxTNBEZLfb+frrr3n66acJCgri1q1bfPrppy7HVK1alRUrVhAcHMwHH3zA7du3OXDgAAcOHGD58uVUrlzZ7XknT57M0aNH2blzZ7Sva7PZ6N27N82bN6dhw4ZJ8r2JiIiIxJd2miXxLF7snJYdld0OBQrAwoXOj0VSiDvhd/h4y0SKjs/PO+v7cCH0mvML999nGQM/mzcNW9d1e47ixYtTv359D6RNfLVq1eLAgQN069aNEiVKkC5dOry9vSlcuDBvv/02GzZsIFeuXBQpUoTVq1dTvnx5bDbnf1IqVKgQ7XNmyZKFTZs2MXXqVGrUqEHmzJnx9fWlWLFidOnShd27dzNx4sTI5xERERFJDrTTLInjyBF45RXnadj3rmM2DOeE7JUrIXt2a/OJPKDbYbf5dOfHjN4yhkth151/nA2iLcvehhfvVHiT9xoNYebEmaxns8sxnTt3xrh/GF4KUrx4cWbMmBHncfXq1eO33357oOf08fGhZ8+e9OzZM9bnM++fhyAiIiJiEZVmSRxt20JYmOvgL9OEr76C8uWtyyXygG6H3WbW9o8Ys3Usl8NvxFiWbRj4Gt70qtiNvg2HkDN9Tnbv3s2UKVNcjvPx8aFz586eii8iIiIiSUSlWR7OvdvM/POP6+AvgEGDoHVrz2cSiYfgsODIsnwlPDDOsty70tv0aTCYZ+o+w4/Dnubq1aucOnXK7XlfffVV8uXL54lvQURERESSkEqzPJzhw6FmTdfCbLdDkyYwYoR1uUTicCv0FjO3TWXs9nFcDQ8k8hyJaMqyn+HDu5W78279QeRInwMg2gnR92TPnp2RI0cmTXARERER8SiVZkm4b76Bjz5yluZ77HYoUgTmz9fgL0mWboXe4pOtk/lw+3iuRdwkpitnbRiks/nQp/I79K4/kOzpHuy6/AwZMrBo0SLtMouIiIikEirNkjD79kGnThB1yq1hgK+vc/BX1qyWRROJTlBoEJ9smcSHOwK4HhEUa1lOb/OlT5V36F1vINnSZYvzuX18fChYsCCNGzfm/fffp1ixYokbXkREREQso9Is8XfpErRo4bye2cfnv3XThAULoHRp67KJ3OdmyE2mb5nIuJ0TuBFxK9aynMHmR9+qPelVbwBZ/bLG+rya7iwiIiKSNqg0S/yEhTmHe1286D74a8QIaNnSmlwi97kZcpOPN09g3C8TCXyAstyv2rv0fKo/WfyyeDSniIiIiCRvKs0SP337wtatrreWAmjeHAYPtiaTSBSBIYFM2zSegF8mc9NxG0cMddmGQUabH/2q9+Gduv1UlkVEREQkWirN8uC++AKmTXNduzfsa/Zs1+ubRTzsxp0bfLRpPBN2TSbIcSfWspzJno7+1fvSo+57ZPbN7OGkIiIiIpKSqDTLg9m1C7p2dV0zDEiXzvlxxoyezyQCXL9znY82jmPC7qnciqUsG0BmewYG1HiP7nX6ksk3k2eDioiIiEiKpNIscbtwAZ59FhwO96/NmwehoZ7PJGne9TvXmbJhLBP3fESwIyTWspzFnoEBNfvRvU5fMvroBzwiIiIi8uBUmiV2oaHwwgtw+bL74K+xY6FRI1i92ppskiZdu32NyRvGMGnvNG47QmMty1ntGRlY633eerK3yrKIiIiIJIhKs8SuZ0/nqdlRd5ltNucE7f79nbedEvGAq7evMnnDGCbv/TjOspzNKxODag2gW+1eZPDJ4NmgIiIiIpKqqDRLzGbPhlmzXNe8vOCxx2DuXOc1zSJJ7ErwFSb9PJopv37CHTOGsmw6/zhm98rMoNrOspzeO73nw4qIiIhIqqPSLNHbtg26d3dds9kgQwZYudL5T5EkdDn4MhPXj2TqvpmEmGGxluUc3pkZ/OQgutZ6R2VZRERERBKV7hEk7s6dg+eei37w1+LFULSoxyOJ9fbv34/dbqdIkSKE3jf87c6dOyxbtoy3336bKlWqkC1bNry9vcmZMydPPfUUEydOJDAw8IFe59KtS7y/oieFJuRn/K/TuB3d7rLpPA07p1dmBhTry5i8Ezi+8AxP1XoKX19fDMPAMAxOnToV5+u99NJLGIbBtPtvpyYiIiIignaa5X537jgnZV+/7l6aJ06Ehg0tiSXW69evHw6Hg0GDBuHj4+Pytdy5c3Pz5k23x1y5coXNmzezefNmpkyZwuLFi6lWrVq0z//vrX8J+GkEHx+YTZgZTkQsO8u5fLLyQZ3BNMnXklIlSz3U9zVkyBAWLlzIyJEj6dChA5kz677NIiIiIvIf7TTLf0wTunWD/ftdJ2XbbNC+PfTqZVk0sdYPP/zATz/9ROHChencubPb12/evImPjw9t27Zl/vz5HD9+nKtXr3Lo0CEGDBiAl5cXf//9N8888wznzp1zeezFoIv0XfYWRSYWZNL+T7hjhrkX5rs7y3l8sjGt4URO9z/PO3Xew9fLN/KQggUL8sILL1CnTp14fW9ly5alTZs2XLp0iXHjxsXrsSIiIiKS+qk0y3+mT3fedznqDrPdDuXLw6efavBXGjZq1CgA3nrrLby9vd2+/vbbb3P69Gm+/fZbXn75ZR555BGyZctG2bJlGTt2LPPmzQPg2rVrjB49GoALQRfos7QbRSYVZOqBWdyJ7rrlu5/m9cnO9EZTON3/PN2f7IOflx8AOXLkYNmyZZw/f56zZ8+yZMkSGjRoEO/vr2fPngB89NFH0e6Yi4iIiEjapdIsThs3uu8k22yQJQt8/z2kS2dJLLHe4cOH2bZtG4Zh0K5du2iPmT59Onnz5o3xOdq1a0f58uUBWLl6Jb2XdKXIpEJ8dGA2IdGcim3c/TSfb3ZmNJ7Kqf7/8FbtXi47ywCZMmXiueeei/W1H0Tt2rUpUqQIQUFBzJ8//6GeS0RERERSF5VmgTNnoFUr93XDgGXLoFAhj0eS5GP27NkA1KlTh8KFCyf4eYo/WhyAs3+f5ePfPiPUDCfCiKks52BWk2mc6n+ebrV6upXlxBb1BwL3vl8REREREVBpluBgaNECbt50H/w1bRrE8/pQSX0WLVoEwDPPPJOgx58LPMc7i7qwYu9y54IvMZblAr65mP30x5zs/w9da/bAx+6DpzRt2hSAX3/9lZMnT3rsdUVEREQkedP07LTMNKFLFzh82LUw22zQqZNzKJikaSdOnOCff/4BiHHqdUz+DvybsWuH8OmRL4m4GYF55u4Xopy4YJhgGlDQLxdD64/gtSpd8La7XzPtCZUrV8ZutxMREcGmTZsoVqyYJTlEREREJHnRTnNaNmkSLFjgWpi9vKByZedQMA3+SvM2b94MOE9frlKlygM95uyNs7y1sAPFJhdl1uF5hBGBYz1w749Z1f92lgv55ebzprP4s985ulTvZllhBkifPj3lypUDYNOmTZblEBEREZHkRTvNadW6ddCvn+ua3Q7ZsjmvY/ZN2mtIJWU4cuQI4JxSnSVLlliPPXPjDGN+GMyc3+djmqbzFGwD+A3Yf/egx4BHoLBvHoY1HEn7Sh0tLcr3K1GiBAcOHODQoUNWRxERERGRZEKlOS366y9o08Z93TBgxQrIn9/zmSRZunTpEgDZsmWL8ZjT108z+odBzP1jgWtZBvgbWHH348xQuG0eRjYfTbtKHfCyJb9//WTPnh347/sWEREREUl+/9cqSSsoyDn4KzjYeU1zVDNmQI0a1uSSZOleebxXJqM6df0Uo9cMYu6xb+H+sgxwGZgPhIMtvY0xnw2nb+sBybIs36PSLCIiIiL3S77/9yqJzzShQwc4dgwiIv5bNwzn0K/XX7cum6QYf137i9FrBjHv+HfRl2XAuA7m/wHB4JfBjw3rN1Cjun4gIyIiIiIpj0pzWvLhh7Bkieua3e7cXZ461ZpMkqzlypULgKtXr/Ln1T8ZtWYA/3diMYZJtGXZZho4bpl4feVFWGA46dKlY82qNSmmMF+9ehWA3LlzW5xERERERJILlea0YvVqGDzYdc1uh1y5nEXaO/kMY5Lk415pPnP+NI9OK4lhgiOmsmyYFDPyE7bcxpnLZ/H29mbRokU89dRTFiRPmHul+d73LSIiIiKiW06lBceOwYsvuq/b7bByJWhXTaJx/Mpxtt/YAEBIUCiO23dPxY7CZjrbc8kMhZjXZA45VhfgzPGz2Gw2vvrqK5o1a+bx3A/jzz//BKBs2bIWJxERERGR5CLepXnz5s20bNmS/PnzYxgGy5YtS4JYkmgCA6F5c7h9233w12efOe/JLHKfNxa057GPH+OXdL/+t3juvw/vleXHMhbhuxe+Yd87v/PF4K/YtWsXALNnz6Zt27aejPzQgoODI281lZJ2x0VEREQkacX79Oxbt25RoUIFOnfuTKtWrZIikyQWhwPat4eTJ90Hf/XqBa++al02SXZ+v3SUMauH0Drrqyw5uQoTEzMHkAm4CZwDWwnnadilMhZl5NMf8ny5NpgOk9atW7Nhg3NXesSIEbz44osEBQXF+FoZMmTAMAy39aJFi3L69GmKFCnCqVOnHij3kSNHCAwMjPz877//jvx43759XLhwIfLzEiVKxHjq9d69e4m4+/dEpVlERERE7ol3aW7atClNmzZNiiyS2IYPd55+HZXdDk8+CQEB1mSSZOfov0cYsfp9vj29koxGBlpnfZVww4R7JyaUBnYBf0KZ5sUY8fQ4nivbCpvhPFHl1NlTLF++PPL5/P398ff3j/U1T548SdGiRRMl/9tvv82mTZui/dr9P9ibO3cuHTt2jPbYtWvXAlCpUiWKFSuWKNlEREREJOVL8kFgISEhhISERH5+b0coLCyMsLCwpH75tGvVKmcxTpfuvzW7HfLmhQULnKdqJ8Lv/733UO9lyvP7pd8Zu3YIy347ju2favidm473pepQ4W/S2Zx/bmymQXjVCEJ2hWCcNVjccg3FihUjIjyCCJy7sgl576P7+x8SEhJ5f+QaNWo88POa9192EIuIiIhon9c0TebPnw9Aly5dUs2fZ/39TH30nqYuej9TF72fqYvez9TnYd5Lw4zP/3He/2DDYOnSpTz//PMxHjNs2DCGDx/utj5//nzSp0+f0JcWEQ8aMGAAv//+O+3bt+d///tfkrzGb7/9hr+/P15eXkyfPp08efIkyetE5+jRowwcOBA/Pz/mzp1Luqg/bBIRERGRFC84OJh27dpx48YNMmfOHK/HJvlO88CBA+nTp0/k54GBgRQqVIj69euTI0eOpH75tOfGDefp1+fOuV7HDPDFF/DCC4n6cmFhYaxbt47GjRvjrdtWJSsOB5w4Abt3O39t2BzCqb+8wbSBEQ6mAdidBxsR4BtIhpdf5bMmbzPx1Cj6NfyApx9timEY2Gw2nn32WbZs2cKsWbPw8fFJ9Lxbt24FoHv37nTq1CnRnz82X331FQA9e/akdevWHn3tpKS/n6mP3tPURe9n6qL3M3XR+5n6XLlyJcGPTfLS7Ovri6+vr9u6t7e3/gAmtogIaNfO2ZTuH/zVvz8k4TRjvZ/Wu3EDdu2CHTtg2zbnP2/eBDAxbBGYjoxRjo7yXhnhkO0MvPIMFYo5f+r201vbXIpxy5YtadiwIevXr+fLL7+kW7duiZ7/559/JmvWrPj7+3v0z9Lhw4dZsmQJOXPmZPDgwanyz7H+fqY+ek9TF72fqYvez9RF72fq8TDvY5KXZvGgwYPhp59cby1lt0ODBjB6tHW5JNE5HHD0KOzcCdu3w9atcPy4+13FnAxMR0x/1R1QZAsVug7gw9bTaFC0MWvWrIl2snVAQABVqlRh7NixdO7cOdF3m/fu3Zuoz/egRo4cicPhYMiQIfE+VUdEREREUr94l+agoCBOnDgR+fnJkyfZv38/2bNnp3DhwokaTuJh4UIYN851zW6HQoXg22+dH0uqsGgRdOoEsdzR6S4Hcd2KPWeNJXzxWQaaldmJYRixDkioWLFi5C2ZUpMFCxawYMECq2OIiIiISDIV79K8Z88e6tevH/n5veuVO3TowBdffJFowSQeDhyADh1c1wwDfHyct5zKls2aXJIkihd3noWfKZPrry17L/DN/2Uk/HZGsIWBI6ZTUByAwRvv/8HMMa2x2dx3lUVERERExCnepblevXrxusWLJLErV6BFC/fbR5kmfP01lC1rTS5JMpUqwaxZ/33+f6sP8977gVw6VBOMu38OYirMRjje3jYWfAOtWpVK+rAiIiIiIimcrmlOycLDoU0bOH/efVL2kCGJPilbkpe53x+i34Agrhyp4dxZBjDvK8tGuHMytsMXu91B9ux21qwxqFzZ83lFRERERFIileaUrH9/2LTJffBX06YwbJhlsSRpzVl+iPcH3uLK0eox7ywb4WB6Rf6y26FUKRs//AAFC3o+s4iIiIhISqXSnFJ99RVMnuy6ZrdDsWLO07JtsQ+AkpRn9tLfGDjoDld/rxb7zrLphVf6IMJvZXUuGdCkiXMeXKZMns0sIiIiIpLSqVmlRHv3QpcurmuGAX5+sGoV6LY5qcqMxQfI/thu3mz1OFf/qOhcjG5nGcj6yD6GfnSEbOmzRn7pnXfg++9VmEVEREREEkI7zSnNxYvOwV/R3frn22/h0Uc9n0mSxPSF+/ngg3CuH6/y32nYMewsZyu5j9FjfHjtmarUrAmXLjl/jjJtGnTv7vnsIiIiIiKphUpzShIWBq1aORvR/aV51Cho3tyaXJKopn27jyEfOLhxonIsZTkMTG+yPfYrH47xo+sLVXE4oHVrOHgQ0qeHxYvhmWc8n19EREREJDVRaU5JeveGHTvcB3899xwMHGhZLEkcU+b/ylB/CPyzUpw7yzlK/crYMel44/lqkV/64ANYtgzy54cffoDy5T2XXUREREQktVJpTinmzIFPPnFds9uhZEmYN895Lq6kOA6HyZRv9jHM3+DmX5Uir02OaWc5R+k9jP8wA51bVnf58nffwdixzns4r1oFefN66BsQEREREUnlVJpTgp07oVs31zXDgAwZYOVKyJjRmlySYA6HycSvf2XkUDs3T0Yty/f9lbxblnOW3UPA2Ex0bFEj2uerWRN69nQW5/Tpkzi8iIiIiEgaotKc3J0/D88+63pK9j2LFkGJEp7PJAnmcJhM+L89jBzmQ9DpynGW5dzldjNhXBZebVoz1uctWBCmTk2i0CIiIiIiaZhKc3IWEuK8XvnqVffBXwEB0LixNbkk3hwOk3Ff7GH0cF9unakaZ1nOU343E8dnpf3TtTwfVkREREREIqk0J1em6bxX0J49rrvMNhu0bQt9+liXTR6Yw2Ey5vPdjB2RjuCzsZRlWxg4vMnz+C6mjM/OS01UlkVEREREkgOV5uRq5kzn8K+o7HYoU8a5rsFfyZrDYTJqzi7GjcxA8Nlqce4s56vwC5PH5+TFRrU9H1ZERERERGKk0pwcbdkC77zjumazQaZM8P33mvSUjDkcJiNm/8L4UZm4fa56nGU5f8VfmBqQizYNnvR8WBERERERiZNKc3Jz9iw8/3z0g7+WLoUiRTweSeLmcJgMm/kLE8Zk5va5GnGUZTsFKu3gowl5aFVPZVlEREREJDlTaU5Obt+Gli3hxg1wOFy/NmUK1KtnRSqJhcNhMuSTnUwak4075+MuywUr7+DjCfl47qm6ng8rIiIiIiLxptKcXJgmdO0KBw+6FmabDV57DXr0sC6buHE4TAZ/vJPJY7MRcqEmGHenm8dQlgtX3c60CQV4to7KsoiIiIhISqLSnFx89BF89ZXrmt0OFSrAjBka/JVMhEc4GDxtJ1M/zEnIxZpRdpbtrgfeK8vVt/HJhII0r/2U58OKiIiIiMhDU2lODn7+2f0WUjYbZM0KK1aAn58lseQ/4REOBk7dwUfjcxN6sVacO8tFamxjxqTCNK1Rz+NZRUREREQk8ag0W+3kSWjVyn3dZoPly6FAAc9nkkjhEQ76T97O9PF5Cb1UO0pZjn5nuVitbcyYWISnq9fzeFYREREREUl8Ks1WunXLOfgrKMh98Nf06VBb9+y1Sli4g36TtvPJhHyEXXoy9rKMjeK1tzJrUjEaVa3n6agiIiIiIpKEVJqtYprQqRMcPeo++Ov1151DwcTjQsMieG/idmZOLEDY5bjLcokntzJrcjEaVq7v8awiIiIiIpL0VJqtEhAA333numa3Q9WqMG2aNZnSsNCwCN4N2M6nkwoSdqUOEFNZdg7+Kll3C7MmlaB+JZVlEREREZHUTKXZCj/8AAMGuK7Z7ZAzJyxdCj4+1uRKg0JCI+g9fhufTS5M+NUoZZnoy/Kj9Tbz6aSS1H2igUdzioiIiIiINVSaPe3ECWjb1n3dZoPvv4e8eT2fKQ26ExpO7w+3MWdKUcKv1SXWsmyYlKq3hU8nP8qTj6ssi4iIiIikJSrNnnTzJrRoAcHBzmuao5o923lqtiSpO6HhvDNmG198VIzwa08B964nj74sl66/mc8mP0at8irLIiIiIiJpkUqzpzgc8Oqrzp3miIj/1g0DevSAjh0ti5YW3A4Jp8fobcybVpyI61HLss31wLtluUyjTcyZVJoaZRt6OqqIiIiIiCQjKs2eMnq0877LUdntUKsWTJxoTaY0IPhOGN1HbePL6Y88UFku23gTn08qQ7UyjTwdVUREREREkiGVZk9YsQL8/V3X7HbIkwcWLwZvb2typWLBd8J4a8RWvv7kUSJu1CP2suygfJPNzJlchqqlVJZFREREROQ/Ks1J7fff4eWXnadhR72O2csLVq6EXLmsy5YKBd0O5a3h25g/4zEcgfWJtSzbIni8yRbmTilHpUdVlkVERERExJ1Kc1K6cQOaN4eQEPfBX59/DhUrWpMrFQq6Hcqbw7ayYEZpHDfrAfd+v6Mvy088s5nPJ5enYkmVZRERERERiZlKc1JxOJw7zKdPuw/+6tMH2rWzLlsqEngrhDeHbmPh7DI4btbHWZaNu7+iMMLBFk7FZluYO+lxKjzS2IK0IiIiIiKS0qg0JxV/f1izxnXNbod69WDcOEsipSY3gkLo6r+NRZ+WxREUd1mu3HwLX0x+gnLFVZZFREREROTBqTQnhcWLndOyo7LboUABWLjQ+bEkyPWgO7zxwTaWzCmPI6je3dUYyrI9nCottjB3UgXKFVNZFhERERGR+LPFfYjEy8GD8MorztOw7zEM54TslSshe3brsnlAx44dMQzD5Ve9evWiPXbjxo1uxxqGwalTp9yOvRp4m9a91pM9byCLptbHEZQL5x/f+69ZjgCv21R7fgOHj99k99LGlCuWO7G/TRERERERSSO005yYrl6FFi0gLMx18JdpwldfQfny1mVLoa4G3qbL4O0sn/s45q36RLurDHd3lkOp8dw2vphUiccKa2dZREREREQenkpzYgkPh//9D86dcx38BTBoELRubU2uFOryjWBeH7yDFXMrYAbHVpYjwB5CrRe2MXdiJR4tpLIsIiIiIiKJR6U5sQwcCBs2uO4w2+3QpAmMGGFdrhSoy+CtbFjW9G5ZjuEKAiMCvO5Qu9V2vphQmUcKqiyLiIiIiEjiU2lODN98AxMmuK7Z7VCkiPNrGvwVLz/PrwXkiP6Ld69ZrtN6B3MnVKFEAZVlERERERFJOhoE9rD27YNOnVzXDAN8fWHVKsiSxZpcKVo0fyyNCPAJou7LP/PXqXA2f9OYEgWyeT6aiIiIiIikKSrND+PSJefgr/Bw13XThAULoFQpa3KlAP9cvkn/gL1xH2hEgM9N6rX/mVOnI9j0dWOK5c+a5PlERERERERApTnhwsKgTRu4eNF98NeIEdCypTW5krl/Lt/k6c4/UaBQBLtXV4z5QCMCfANp8MoGTp9xsOHLxhTJq117ERERERHxLJXmhOrbF7ZscS3Mdjs89xwMHmxdrmTq70uBNO70EwUKOvjxi/pwJysQHv3BPoE0fO1nzpwxWf9/jSicR2VZRERERESsoUFgCfHFFzBtmuua3Q4lSsCXX4JNP4uIav+RSxQqBITWBzPqULSz0R6/fbtBzcoa8CUiIiIiItZTaY6vXbuga1fXNcOA9Omdg78yZbImVzLh4+PjtnbjkheQOZqjD0b7HPlypO3fQxERERERST60JRofFy7As8+Cw+H+tYUL4ZFHPJ8pmbH5pI9m9QQQct/adWBukucRERERERF5GCrNDyo0FF54AS5fdh/8NXYsPPOMNbmSidMXblD35Z+YNbN0NF8NBt4BIgAH+B0jZ8HGQKBHM4qIiIiIiMSXTs9+UD17Ok/NjrrLbLNB69bQv791uSx28vx1AB4v58Xtm/XBLAt0x1mQo/oUWEqm7Bm5c/Mcl/8O82xQERERERGRBNBO84OYPRtmzXItzF5eULo0zJ3rvKY5jTl+9iq1267jifJ3r2EOy3B3yFc+4LUYHnWZm1dPERbmLMxlypTxRFQREREREZEEU2mOy/bt0L2765rNBhkywMqVzn+mIX+cuUKtNj/xaHE/ti9qAGHRXcM8CagR43PYbDb69OnDtPsnkIuIiIiIiCQzOj07NufOOe+7HN3gr8WLoWhRj0eyytFTl+nYdx+7VjwJEVFvHRX198YETIwMYTzXYSjVihxmxdJFHDlyhJCQEPLnz0+DBg14++23qVSpEhs3bvT8NyIiIiIiIhIPKs0xuXPHOSn72jX30jxxIjRsaE0uDzt88hId++xnz8p7ZTmmPzIOjIz/0rrLIT4dVZusGZ8BnmFg/74xPne9evUwTTNJcouIiIiIiCQGnZ4dHdOEbt1g/37XSdk2G7RvD716WRbNUw79dYkqz/1EuUczsWd5fQhPF01hduDcXYbnu2/h6vksfDelIVkz+nk8r4iIiIiISFLQTnN0pk+HefNc1+x2KFcOPv00VQ/++u3Pf+n07gF+XV0HHPVi2Fl2AAa2TP/S+q3DAMwb8xTe3t6ejCoiIiIiIpLktNN8v40b3XeSbTbIkgW+/x7SpbMkVlLbf/wiFVv8RIXHsvDryvoQ4RfjzrIt00Xa9dvAtfPZ+HxUXSviioiIiIiIeIR2mqM6cwZatXJfNwxYtgwKFfJ4pKT267ELdO59iAM/xrWzbMOW+QIvd/uDmcNqkzFdA4DI20eJiIiIiIikRirN9wQHQ4sWcPOm++CvadOgTh1rciWRPb+fp/O7hzn4Y10w68Valu2Zz9O++zGmD6lNxnT5PZxURERERETEOirN4Bz81aULHD7sWphtNujUyTkULJXYffQ8nd89wqF1deIuy1n+4dUex5n+wZOk9yvg4aQiIiIiIiLWU2kGmDQJFixwXfPygooVnUPBUsHgr18O/0OXPkc5/FNdMJ+KvSxnPcdrPf7k48G1Se9X0NNRRUREREREkg2V5nXroF8/1zW7HbJlc17H7OtrSazEsuPQObq8+ztHf64LZu44yvLfdOp5kmmDa+Pnk/qu3xYREREREYmvtF2a//oL2rRxXzcMWLEC8qfc63e3/fY3r/f5g9831AUzTwxlOQKw45XtLJ17n2LqgNr4+RT2dFQREREREZFkK+2W5qAg5+CvW7ec1zRHNXMm1KhhTa6HtPW3v3m99zH+2FQXzLyxl+Xsf/N671NMfr82fj5FPB1VREREREQk2Uubpdk0oUMHOHYMIiL+WzcMeOst51CwFGbjvjN0ffcExzfXBeLYWc5+lq59zzK5Xy18vFWWRUREREREYpI2S/OHH8KSJa5rdrtzd3nKFEsiJdTGfWd4o/cJTmx5CsgffVk2IsC0453zNG/2OcfE92rh413U01FFRERERERSnLRXmlevhsGDXdfsdsiVy1mkvb2tyRVP6/ec5s13/+LPbXWBfGDa3Q+6V5ZznOKt984T0KcmPt7FPZ5VREREREQkpUpbpfnYMXjxRfd1ux1WroTcuT2fKZ7W7TrFm31OcXJ7HTDy3y3L9xXmyJ3lU3Tv9w8BfWrjZS9hSV4REREREZGULO2U5sBAaN4cbt92H/z12WdQubI1uR7Q2l9O0q3PaU5trwtGAWdZvn93+W5Z9sn1Fz36X2Rc71oqyyIiIiIiIg8hbZRmhwPat4eTJ90Hf/XqBa++al22OKze/idv9/2b0zvrgFEQsIFpcz3obln2zf0nPd+/xJieNfGyl7Qkr4iIiIiISGqSNkrz8OHO06+jstvhySchIMCaTHFYufUE3fue48yuOmArTKxlOc8Jeg+4wqgeNfCyP2pJXhERERERkdQo9ZfmZctgxAjXNbsd8uWDRYvAK3n9FqzYcoIe753j7K46YBQBbOC4vyyHg+mFb97j9Bl4jVHda2CzGZbkFRERERERSc2SV2NMbEeOQLt2ztOwo17H7O3t3HnOmdO6bPdZuvEY7/S7wLk9T4Ltbll221l2lmW/fMd4b1Agw9+qrrIsIiIiIiKShFJvab5+3Tn4KzTUffDXvHlQoYIlse63eMMxer53kX9+rQNGMWLbWU6X/xj9PghkaFeVZREREREREU9InaU5IsJ5a6mzZ90Hf/XvD23bWpftrkU//0HP9y5xft+Td8syYN53j+h7ZbnAH7w/JIghr1dTWRYREREREfGg1FmaBw+Gdetcd5jtdmjQAEaPti4X8O263+nd/woX9tcGW3HnYgxlOX3Bowz0v82gzlVVlkVERERERCyQ+krzwoUwbpzrmt0OhQrBt986P7bANz8e5d1+17j4Wy0wwpyLjujLcoZCRxk09DYDOqosi4iIiIiIWCl1leYDB6BDB9c1wwAfH+fgr2zZPB7pqzVH6Pv+df49WAtsd8tyDDvLGQsfZvCwUPq/VkVlWUREREREJBlIPaX5yhVo0QLCwlzXTRO+/hrKlvVonP9bfZj33g/k0qGace4sZyx6CP9h4fR9pbLKsoiIiIiISDKSOkpzeDi0aQPnz7sO/gIYMgReeMFjUeZ+f4h+A4K4cqRGnDvLmYoeZOgIB++2q6SyLCIiIiIikgyljtLcvz9s2uQ++KtpUxg2zCMR5qw4xPsDbnHlaPU4d5YzF/+N4SOgd7tKHskmIiIiIiIiCZPyS/NXX8Hkya5rdjsUK+Y8Ldtmi/5xiWT20t8YOOgOV3+v9l9ZjmFnOUvxAwwfZaPXSyrLIiIiIiIiKUHKLs1790KXLq5rhgF+frBqFWTOnGQvPWPxAQYPCuXasapxl+VH9jNqlBc92lZOsjwiIiIiIiKS+FJuaf73X2jZ0v0aZnDeWurRR5PkZT/5bj+DB4dx/XhsZTkMTG+yldzH6DE+vNW6SpJkERERERERkaSVMktzWJhzuNe//7qX5lGjoHnzRH/Jad/uY8gHDm6cqOzcQYaYy/Kj+xg7xo83W1VN9BwiIiIiIiLiOSmzNPfuDTt2uA/+eu45GDgwUV9qyvxfGeoPgX9WilKW7/ttu1uWs5f6lQ/HpOON56slagYRERERERGxRsorzXPmwCefuK7Z7c7TsefNc17T/JAcDpMp3+xjmL/Bzb/iLss5Su9l3NiMdHm2+kO/toiIiIiIiCQfKas079wJ3bq5rhkGZMgAK1dCxowP9fQOh8nk+b8y3N/OzZNxl+WcZfYyfmxGOrWs8VCvKyIiIiIiIslTyinN58/Ds8+6npJ9z6JFULx4gp/a4TCZ8H97GDncm6BTlWMuy7YwcHiTq+weJozLzGvNVJZFRERERERSs5RRmkNCnNcrX73qPvgrIAAaN07Q0zocJuO+2MPo4b7cOlM1zrKcp9xuJo7PSvunaybo9URERERERCRlSf6l2TShe3fnPZkdjv/WbTZo2xb69In3UzocJmPn7mbM8HQEn32Aslx+F5PHZ+flJrUe4hsRERERERGRlCb5l+aZM53Dv6Ky26FMGed6PAZ/ORwmo+bsYtzIDASfrRbnNcv5KvzC5PE5ebFR7Yf8JkRERERERCQlSt6lecsWeOcd1zWbDTJlgu+/h/TpH+hpHA6TEbN/YfyoTNw+Vz3OneX8FX9hakAu2jR4MhG+CREREREREUmpkm9pPnsWnn8++sFfS5dCkSJxPoXDYTJs1i9MGJ2Z2+dqxLGzbKdAxZ1MDchD6/oqyyIiIiIiIpJcS/Pt29CyJdy44XodM8CUKVCvXqwPdzhMhnyyk0ljs3Lnn7jLcsHKO/h4Qj6ee6pOon0LIiIiIiIikvIlv9JsmtC1Kxw86D7467XXoEePGB/qcJgM/ngnk8dmI+RCTTDuTtqO9jRsO4WrbmfahAI8W6duEnwjIiIiIiIiktIlv9L80Ufw1Veua3Y7VKgAM2ZEO/grPMLB4I93MHVsLkIu1oyys2x3PfDuznLhqtuZPqEALZ58Kom+CREREREREUkNkldp/vln91tI2WyQNSusWAF+fi5fCo9wMHDqDj4an5vQi7Vj3lm+W5aL1NjGjEmFaVpDZVlERERERETilnxK88mT0KqV+7rNBsuXQ4ECkUvhEQ76T97O9IA8hP4btSzft7N89zTsYrW2MWNiEZ6uXi/p8ouIiIiIiEiqkzxK861bzsFfQUHug7+mT4fazvskh0c46DdxO9Mn5CPs0pMxl2UjDLBRvNY2Zk4sSuNq9ZL8WxAREREREZHUx/rSbJrQqRMcPeo++Ov116FrV0LDInhv4nZmTixA2OW4y3KJJ7cya1JxGlap56nvQkRERERERFIh60tzQAB8953rmt0OVasSOmkK747ZwqeTChB2pQ4QW1k2KFl3C7MnP0K9ivU9kVxERERERERSOWtL8w8/wIABrmt2O2aOnAys25+JhS8SfjVKWeb+suyckv3oU1v4dHJJ6j7RIMkji4iIiIiISNphXWk+dQratnVZMoEI06DOndnsHP8ssZZlw6RUvS18OvlRnnxcZVlEREREREQSn3WluUMHCA52XtN8lwG87viUnYEt7q5EX5ZL19/Mp5Meo7bKsoiIiIiIiCQha3eaIyIiP3VgMI0ezKOj+7F3y3KZhpv5bFIpapZr6LGYIiIiIiIiknbZEvKg6dOnU7RoUfz8/KhevTq7du2K/5NEKcxh2NnKk7zHRNdjjHCwhVGuySZ2/naJwz82pGa5AoiIiIiIiIh4QrxL87fffkufPn0YOnQov/76KxUqVODpp5/m33//TVCAcOz8Sx5as5hwvJ2LRjjYQinfZCO7Dl3m4A8NqV42f4KeX0RERERERCSh4l2aJ02axBtvvEGnTp0oU6YMM2fOJH369Hz++efxfnEHEI4XLVjJZXJFluXHn9nI3qNX+e2HRlQtnS/ezysiIiIiIiKSGOJ1TXNoaCh79+5l4MCBkWs2m41GjRqxY8eOaB8TEhJCSEhI5Oc3btwA4KqfHwDdmcbvRn78bOcp+9QvTBj2GOWLVwTgypUr8ftuxOPCwsIIDg7mypUreHt7Wx1HHpLez9RF72fqo/c0ddH7mbro/Uxd9H6mPlevXgXAjDKI+kHFqzRfvnyZiIgI8uTJ47KeJ08efv/992gfM3bsWIYPH+62/uj163c/eiNybe9qqL86PolEREREREREHsyVK1fIkiVLvB6T5NOzBw4cSJ8+fSI/v379OkWKFOHMmTPxDivJT2BgIIUKFeLs2bNkzpzZ6jjykPR+pi56P1Mfvaepi97P1EXvZ+qi9zP1uXHjBoULFyZ79uzxfmy8SnPOnDmx2+1cvHjRZf3ixYvkzZs32sf4+vri6+vrtp4lSxb9AUxFMmfOrPczFdH7mbro/Ux99J6mLno/Uxe9n6mL3s/Ux2aL/w2k4vUIHx8fKleuzPr16yPXHA4H69evp2bNmvF+cREREREREZHkLN6nZ/fp04cOHTpQpUoVqlWrxpQpU7h16xadOnVKinwiIiIiIiIilol3aX7xxRe5dOkS/v7+XLhwgSeeeIIffvjBbThYTHx9fRk6dGi0p2xLyqP3M3XR+5m66P1MffSepi56P1MXvZ+pi97P1Odh3lPDTMjMbREREREREZE0IP5XQYuIiIiIiIikESrNIiIiIiIiIjFQaRYRERERERGJgUqziIiIiIiISAw8WpqnT59O0aJF8fPzo3r16uzatcuTLy+JaPPmzbRs2ZL8+fNjGAbLli2zOpI8hLFjx1K1alUyZcpE7ty5ef755/njjz+sjiUJNGPGDB5//HEyZ85M5syZqVmzJmvWrLE6liSSDz/8EMMw6N27t9VRJIGGDRuGYRguv0qVKmV1LHkI586d45VXXiFHjhykS5eO8uXLs2fPHqtjSQIULVrU7e+nYRh0797d6miSABEREQwZMoRixYqRLl06SpQowciRI4nvLGyPleZvv/2WPn36MHToUH799VcqVKjA008/zb///uupCJKIbt26RYUKFZg+fbrVUSQRbNq0ie7du7Nz507WrVtHWFgYTZo04datW1ZHkwQoWLAgH374IXv37mXPnj00aNCA5557jsOHD1sdTR7S7t27mTVrFo8//rjVUeQhlS1blvPnz0f+2rp1q9WRJIGuXbtG7dq18fb2Zs2aNRw5coSJEyeSLVs2q6NJAuzevdvl7+a6desA+N///mdxMkmIcePGMWPGDD7++GOOHj3KuHHjGD9+PNOmTYvX83jsllPVq1enatWqfPzxxwA4HA4KFSrEO++8w4ABAzwRQZKIYRgsXbqU559/3uookkguXbpE7ty52bRpE3Xr1rU6jiSC7NmzExAQQJcuXayOIgkUFBREpUqV+OSTTxg1ahRPPPEEU6ZMsTqWJMCwYcNYtmwZ+/fvtzqKJIIBAwawbds2tmzZYnUUSQK9e/dm5cqVHD9+HMMwrI4j8dSiRQvy5MnDnDlzItdat25NunTp+Oqrrx74eTyy0xwaGsrevXtp1KjRfy9ss9GoUSN27NjhiQgiEg83btwAnEVLUraIiAgWLFjArVu3qFmzptVx5CF0796d5s2bu/y3VFKu48ePkz9/fooXL0779u05c+aM1ZEkgVasWEGVKlX43//+R+7cualYsSKffvqp1bEkEYSGhvLVV1/RuXNnFeYUqlatWqxfv55jx44BcODAAbZu3UrTpk3j9TxeSRHufpcvXyYiIoI8efK4rOfJk4fff//dExFE5AE5HA569+5N7dq1KVeunNVxJIEOHjxIzZo1uXPnDhkzZmTp0qWUKVPG6liSQAsWLODXX39l9+7dVkeRRFC9enW++OILHnvsMc6fP8/w4cOpU6cOhw4dIlOmTFbHk3j666+/mDFjBn369GHQoEHs3r2bnj174uPjQ4cOHayOJw9h2bJlXL9+nY4dO1odRRJowIABBAYGUqpUKex2OxEREYwePZr27dvH63k8UppFJOXo3r07hw4d0vV1Kdxjjz3G/v37uXHjBosWLaJDhw5s2rRJxTkFOnv2LL169WLdunX4+flZHUcSQdQdjscff5zq1atTpEgRFi5cqEsoUiCHw0GVKlUYM2YMABUrVuTQoUPMnDlTpTmFmzNnDk2bNiV//vxWR5EEWrhwIV9//TXz58+nbNmy7N+/n969e5M/f/54/f30SGnOmTMndrudixcvuqxfvHiRvHnzeiKCiDyAHj16sHLlSjZv3kzBggWtjiMPwcfHh0ceeQSAypUrs3v3bqZOncqsWbMsTibxtXfvXv79918qVaoUuRYREcHmzZv5+OOPCQkJwW63W5hQHlbWrFl59NFHOXHihNVRJAHy5cvn9gPJ0qVLs3jxYosSSWI4ffo0P/30E0uWLLE6ijyEfv36MWDAAF566SUAypcvz+nTpxk7dmy8SrNHrmn28fGhcuXKrF+/PnLN4XCwfv16XWMnkgyYpkmPHj1YunQpP//8M8WKFbM6kiQyh8NBSEiI1TEkARo2bMjBgwfZv39/5K8qVarQvn179u/fr8KcCgQFBfHnn3+SL18+q6NIAtSuXdvtNo3Hjh2jSJEiFiWSxDB37lxy585N8+bNrY4iDyE4OBibzbXy2u12HA5HvJ7HY6dn9+nThw4dOlClShWqVavGlClTuHXrFp06dfJUBElEQUFBLj8RP3nyJPv37yd79uwULlzYwmSSEN27d2f+/PksX76cTJkyceHCBQCyZMlCunTpLE4n8TVw4ECaNm1K4cKFuXnzJvPnz2fjxo2sXbvW6miSAJkyZXKbL5AhQwZy5MihuQMp1HvvvUfLli0pUqQI//zzD0OHDsVut/Pyyy9bHU0S4N1336VWrVqMGTOGtm3bsmvXLmbPns3s2bOtjiYJ5HA4mDt3Lh06dMDLS1ezpmQtW7Zk9OjRFC5cmLJly7Jv3z4mTZpE586d4/dEpgdNmzbNLFy4sOnj42NWq1bN3LlzpydfXhLRhg0bTMDtV4cOHayOJgkQ3XsJmHPnzrU6miRA586dzSJFipg+Pj5mrly5zIYNG5o//vij1bEkET311FNmr169rI4hCfTiiy+a+fLlM318fMwCBQqYL774onnixAmrY8lD+P77781y5cqZvr6+ZqlSpczZs2dbHUkewtq1a03A/OOPP6yOIg8pMDDQ7NWrl1m4cGHTz8/PLF68uDl48GAzJCQkXs/jsfs0i4iIiIiIiKQ0HrmmWURERERERCQlUmkWERERERERiYFKs4iIiIiIiEgMVJpFREREREREYqDSLCIiIiIiIhIDlWYRERERERGRGKg0i4iIiIiIiMRApVlEREREREQkBirNIiIiIiIiIjFQaRYRERERERGJgUqziIiIiIiISAxUmkVERERERERi8P9Q9ivXV2fAfAAAAABJRU5ErkJggg==", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "fig, ax = plt.subplots(figsize = (12, 12))\n", + "\n", + "\n", + "fig, ax = plt.subplots(figsize=(12, 12))\n", "\n", "vects = np.array([[4, 5], [2, 1], [5.2, 2.6]])\n", - "colr = ['red', 'blue', 'green'] \n", - "cordt = ['$(4, 5)$', '$(2, 1)$', '(5.2, 2.6)']\n", - "vec_name = ['$\\mathbf{y}$', '$\\mathbf{u}$', r'$\\hat{\\mathbf{y}} = \\alpha\\mathbf{u}$']\n", + "colr = ['red', 'blue', 'green']\n", + "cordt = ['$(4, 5)$', '$(2, 1)$', r'$(5.2, 2.6)$']\n", + "vec_name = [r'$\\mathbf{y}$', r'$\\mathbf{u}$', r'$\\hat{\\mathbf{y}} = \\alpha\\mathbf{u}$']\n", "\n", "for i in range(3):\n", - " ax.arrow(0, 0, vects[i][0], vects[i][1], color = colr[i], width = .03, \n", - " length_includes_head = True,\n", - " head_width = .1, # default: 3*width\n", - " head_length = .2,\n", - " overhang = .4, zorder = -i)\n", - " ax.text(x = vects[i][0], y = vects[i][1], s = cordt[i], size = 19)\n", - " ax.text(x = vects[i][0]/2, y = vects[i][1]/2, s = vec_name[i], size = 22)\n", + " ax.arrow(0, 0, vects[i][0], vects[i][1], color=colr[i], width=0.03, \n", + " length_includes_head=True,\n", + " head_width=0.1, # default: 3*width\n", + " head_length=0.2,\n", + " overhang=0.4, zorder=-i)\n", + " ax.text(x=vects[i][0], y=vects[i][1], s=cordt[i], size=19)\n", + " ax.text(x=vects[i][0]/2, y=vects[i][1]/2, s=vec_name[i], size=22)\n", "\n", "##################################### Components of y orthogonal to u ##########################\n", "\n", "point1 = [4, 5]\n", "point2 = [5.2, 2.6]\n", "line1 = np.array([point1, point2])\n", - "ax.plot(line1[:,0], line1[:,1], c = 'k', lw = 3.5,alpha =0.5, ls = '--')\n", - "ax.text(4.7, 3.8, '$\\mathbf{z}$', size = 22)\n", + "ax.plot(line1[:, 0], line1[:, 1], c='k', lw=3.5, alpha=0.5, ls='--')\n", + "ax.text(4.7, 3.8, r'$\\mathbf{z}$', size=22)\n", + "\n", "################################### Subspace L ############################\n", - "x = np.linspace(0, 8.1)\n", - "y = 1/2*x\n", - "ax.plot(x, y, lw = 3, color = 'red', alpha = .5, zorder = -3)\n", - "ax.text(x = 6.5, y = 3, s = '$L = \\operatorname{Span(\\mathbf{u})}$', size = 19)\n", + "x = np.linspace(0, 8.1, 100)\n", + "y = 0.5 * x\n", + "ax.plot(x, y, lw=3, color='red', alpha=0.5, zorder=-3)\n", + "ax.text(x=6.5, y=3, s=r'$L = \\operatorname{Span}(\\mathbf{u})$', size=19)\n", "\n", "ax.axis([0, 8, 0, 8])\n", "ax.grid()\n", "\n", "#################################### Formula ################################\n", - "ax.text(x = 1, y = 7, \n", - " s = r'$(\\mathbf{y}- \\alpha \\mathbf{u})\\cdot \\mathbf{u}= 0$',\n", - " size = 22, color = 'b')\n", - "ax.text(x = 1, y = 6.5, \n", - " s = r'$\\alpha = \\frac{\\mathbf{y}\\cdot \\mathbf{u}}{\\mathbf{u}\\cdot \\mathbf{u}}$',\n", - " size = 22, color = 'b')\n", - "ax.text(x = 1, y = 6, \n", - " s = r'$\\operatorname{proj}_{L}\\mathbf{y}=\\frac{\\mathbf{y}\\cdot\\mathbf{u}}{\\mathbf{u}\\cdot\\mathbf{u}}\\mathbf{u}$',\n", - " size = 22, color = 'b')\n", - "plt.show()" + "ax.text(x=1, y=7, \n", + " s=r'$(\\mathbf{y} - \\alpha \\mathbf{u}) \\cdot \\mathbf{u} = 0$',\n", + " size=22, color='b')\n", + "ax.text(x=1, y=6.5, \n", + " s=r'$\\alpha = \\frac{\\mathbf{y} \\cdot \\mathbf{u}}{\\mathbf{u} \\cdot \\mathbf{u}}$',\n", + " size=22, color='b')\n", + "ax.text(x=1, y=6, \n", + " s=r'$\\operatorname{proj}_{L} \\mathbf{y} = \\frac{\\mathbf{y} \\cdot \\mathbf{u}}{\\mathbf{u} \\cdot \\mathbf{u}} \\mathbf{u}$',\n", + " size=22, color='b')\n", + "\n", + "plt.show()\n" ] }, { @@ -1272,788 +1226,9 @@ "outputs": [ { "data": { - "application/javascript": [ - "/* Put everything inside the global mpl namespace */\n", - "window.mpl = {};\n", - "\n", - "\n", - "mpl.get_websocket_type = function() {\n", - " if (typeof(WebSocket) !== 'undefined') {\n", - " return WebSocket;\n", - " } else if (typeof(MozWebSocket) !== 'undefined') {\n", - " return MozWebSocket;\n", - " } else {\n", - " alert('Your browser does not have WebSocket support. ' +\n", - " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n", - " 'Firefox 4 and 5 are also supported but you ' +\n", - " 'have to enable WebSockets in about:config.');\n", - " };\n", - "}\n", - "\n", - "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", - " this.id = figure_id;\n", - "\n", - " this.ws = websocket;\n", - "\n", - " this.supports_binary = (this.ws.binaryType != undefined);\n", - "\n", - " if (!this.supports_binary) {\n", - " var warnings = document.getElementById(\"mpl-warnings\");\n", - " if (warnings) {\n", - " warnings.style.display = 'block';\n", - " warnings.textContent = (\n", - " \"This browser does not support binary websocket messages. \" +\n", - " \"Performance may be slow.\");\n", - " }\n", - " }\n", - "\n", - " this.imageObj = new Image();\n", - "\n", - " this.context = undefined;\n", - " this.message = undefined;\n", - " this.canvas = undefined;\n", - " this.rubberband_canvas = undefined;\n", - " this.rubberband_context = undefined;\n", - " this.format_dropdown = undefined;\n", - "\n", - " this.image_mode = 'full';\n", - "\n", - " this.root = $('
');\n", - " this._root_extra_style(this.root)\n", - " this.root.attr('style', 'display: inline-block');\n", - "\n", - " $(parent_element).append(this.root);\n", - "\n", - " this._init_header(this);\n", - " this._init_canvas(this);\n", - " this._init_toolbar(this);\n", - "\n", - " var fig = this;\n", - "\n", - " this.waiting = false;\n", - "\n", - " this.ws.onopen = function () {\n", - " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", - " fig.send_message(\"send_image_mode\", {});\n", - " if (mpl.ratio != 1) {\n", - " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", - " }\n", - " fig.send_message(\"refresh\", {});\n", - " }\n", - "\n", - " this.imageObj.onload = function() {\n", - " if (fig.image_mode == 'full') {\n", - " // Full images could contain transparency (where diff images\n", - " // almost always do), so we need to clear the canvas so that\n", - " // there is no ghosting.\n", - " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", - " }\n", - " fig.context.drawImage(fig.imageObj, 0, 0);\n", - " };\n", - "\n", - " this.imageObj.onunload = function() {\n", - " fig.ws.close();\n", - " }\n", - "\n", - " this.ws.onmessage = this._make_on_message_function(this);\n", - "\n", - " this.ondownload = ondownload;\n", - "}\n", - "\n", - "mpl.figure.prototype._init_header = function() {\n", - " var titlebar = $(\n", - " '
');\n", - " var titletext = $(\n", - " '
');\n", - " titlebar.append(titletext)\n", - " this.root.append(titlebar);\n", - " this.header = titletext[0];\n", - "}\n", - "\n", - "\n", - "\n", - "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", - "\n", - "}\n", - "\n", - "\n", - "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", - "\n", - "}\n", - "\n", - "mpl.figure.prototype._init_canvas = function() {\n", - " var fig = this;\n", - "\n", - " var canvas_div = $('
');\n", - "\n", - " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", - "\n", - " function canvas_keyboard_event(event) {\n", - " return fig.key_event(event, event['data']);\n", - " }\n", - "\n", - " canvas_div.keydown('key_press', canvas_keyboard_event);\n", - " canvas_div.keyup('key_release', canvas_keyboard_event);\n", - " this.canvas_div = canvas_div\n", - " this._canvas_extra_style(canvas_div)\n", - " this.root.append(canvas_div);\n", - "\n", - " var canvas = $('');\n", - " canvas.addClass('mpl-canvas');\n", - " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", - "\n", - " this.canvas = canvas[0];\n", - " this.context = canvas[0].getContext(\"2d\");\n", - "\n", - " var backingStore = this.context.backingStorePixelRatio ||\n", - "\tthis.context.webkitBackingStorePixelRatio ||\n", - "\tthis.context.mozBackingStorePixelRatio ||\n", - "\tthis.context.msBackingStorePixelRatio ||\n", - "\tthis.context.oBackingStorePixelRatio ||\n", - "\tthis.context.backingStorePixelRatio || 1;\n", - "\n", - " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", - "\n", - " var rubberband = $('');\n", - " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", - "\n", - " var pass_mouse_events = true;\n", - "\n", - " canvas_div.resizable({\n", - " start: function(event, ui) {\n", - " pass_mouse_events = false;\n", - " },\n", - " resize: function(event, ui) {\n", - " fig.request_resize(ui.size.width, ui.size.height);\n", - " },\n", - " stop: function(event, ui) {\n", - " pass_mouse_events = true;\n", - " fig.request_resize(ui.size.width, ui.size.height);\n", - " },\n", - " });\n", - "\n", - " function mouse_event_fn(event) {\n", - " if (pass_mouse_events)\n", - " return fig.mouse_event(event, event['data']);\n", - " }\n", - "\n", - " rubberband.mousedown('button_press', mouse_event_fn);\n", - " rubberband.mouseup('button_release', mouse_event_fn);\n", - " // Throttle sequential mouse events to 1 every 20ms.\n", - " rubberband.mousemove('motion_notify', mouse_event_fn);\n", - "\n", - " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", - " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", - "\n", - " canvas_div.on(\"wheel\", function (event) {\n", - " event = event.originalEvent;\n", - " event['data'] = 'scroll'\n", - " if (event.deltaY < 0) {\n", - " event.step = 1;\n", - " } else {\n", - " event.step = -1;\n", - " }\n", - " mouse_event_fn(event);\n", - " });\n", - "\n", - " canvas_div.append(canvas);\n", - " canvas_div.append(rubberband);\n", - "\n", - " this.rubberband = rubberband;\n", - " this.rubberband_canvas = rubberband[0];\n", - " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", - " this.rubberband_context.strokeStyle = \"#000000\";\n", - "\n", - " this._resize_canvas = function(width, height) {\n", - " // Keep the size of the canvas, canvas container, and rubber band\n", - " // canvas in synch.\n", - " canvas_div.css('width', width)\n", - " canvas_div.css('height', height)\n", - "\n", - " canvas.attr('width', width * mpl.ratio);\n", - " canvas.attr('height', height * mpl.ratio);\n", - " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", - "\n", - " rubberband.attr('width', width);\n", - " rubberband.attr('height', height);\n", - " }\n", - "\n", - " // Set the figure to an initial 600x600px, this will subsequently be updated\n", - " // upon first draw.\n", - " this._resize_canvas(600, 600);\n", - "\n", - " // Disable right mouse context menu.\n", - " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", - " return false;\n", - " });\n", - "\n", - " function set_focus () {\n", - " canvas.focus();\n", - " canvas_div.focus();\n", - " }\n", - "\n", - " window.setTimeout(set_focus, 100);\n", - "}\n", - "\n", - "mpl.figure.prototype._init_toolbar = function() {\n", - " var fig = this;\n", - "\n", - " var nav_element = $('
');\n", - " nav_element.attr('style', 'width: 100%');\n", - " this.root.append(nav_element);\n", - "\n", - " // Define a callback function for later on.\n", - " function toolbar_event(event) {\n", - " return fig.toolbar_button_onclick(event['data']);\n", - " }\n", - " function toolbar_mouse_event(event) {\n", - " return fig.toolbar_button_onmouseover(event['data']);\n", - " }\n", - "\n", - " for(var toolbar_ind in mpl.toolbar_items) {\n", - " var name = mpl.toolbar_items[toolbar_ind][0];\n", - " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", - " var image = mpl.toolbar_items[toolbar_ind][2];\n", - " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", - "\n", - " if (!name) {\n", - " // put a spacer in here.\n", - " continue;\n", - " }\n", - " var button = $('');\n", - " button.click(method_name, toolbar_event);\n", - " button.mouseover(tooltip, toolbar_mouse_event);\n", - " nav_element.append(button);\n", - " }\n", - "\n", - " // Add the status bar.\n", - " var status_bar = $('');\n", - " nav_element.append(status_bar);\n", - " this.message = status_bar[0];\n", - "\n", - " // Add the close button to the window.\n", - " var buttongrp = $('
');\n", - " var button = $('');\n", - " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", - " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", - " buttongrp.append(button);\n", - " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", - " titlebar.prepend(buttongrp);\n", - "}\n", - "\n", - "mpl.figure.prototype._root_extra_style = function(el){\n", - " var fig = this\n", - " el.on(\"remove\", function(){\n", - "\tfig.close_ws(fig, {});\n", - " });\n", - "}\n", - "\n", - "mpl.figure.prototype._canvas_extra_style = function(el){\n", - " // this is important to make the div 'focusable\n", - " el.attr('tabindex', 0)\n", - " // reach out to IPython and tell the keyboard manager to turn it's self\n", - " // off when our div gets focus\n", - "\n", - " // location in version 3\n", - " if (IPython.notebook.keyboard_manager) {\n", - " IPython.notebook.keyboard_manager.register_events(el);\n", - " }\n", - " else {\n", - " // location in version 2\n", - " IPython.keyboard_manager.register_events(el);\n", - " }\n", - "\n", - "}\n", - "\n", - "mpl.figure.prototype._key_event_extra = function(event, name) {\n", - " var manager = IPython.notebook.keyboard_manager;\n", - " if (!manager)\n", - " manager = IPython.keyboard_manager;\n", - "\n", - " // Check for shift+enter\n", - " if (event.shiftKey && event.which == 13) {\n", - " this.canvas_div.blur();\n", - " // select the cell after this one\n", - " var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n", - " IPython.notebook.select(index + 1);\n", - " }\n", - "}\n", - "\n", - "mpl.figure.prototype.handle_save = function(fig, msg) {\n", - " fig.ondownload(fig, null);\n", - "}\n", - "\n", - "\n", - "mpl.find_output_cell = function(html_output) {\n", - " // Return the cell and output element which can be found *uniquely* in the notebook.\n", - " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", - " // IPython event is triggered only after the cells have been serialised, which for\n", - " // our purposes (turning an active figure into a static one), is too late.\n", - " var cells = IPython.notebook.get_cells();\n", - " var ncells = cells.length;\n", - " for (var i=0; i= 3 moved mimebundle to data attribute of output\n", - " data = data.data;\n", - " }\n", - " if (data['text/html'] == html_output) {\n", - " return [cell, data, j];\n", - " }\n", - " }\n", - " }\n", - " }\n", - "}\n", - "\n", - "// Register the function which deals with the matplotlib target/channel.\n", - "// The kernel may be null if the page has been refreshed.\n", - "if (IPython.notebook.kernel != null) {\n", - " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", - "}\n" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "" - ], + "image/png": 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", "text/plain": [ - "" + "
" ] }, "metadata": {}, @@ -1688,7 +914,7 @@ } ], "source": [ - "%matplotlib notebook\n", + "\n", "k = 6\n", "x = np.linspace(-k, k)\n", "y = np.linspace(-k, k)\n", @@ -1795,7 +1021,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now some terms to need to be defined, a quadratic form $Q$ is:\n", + "Som terms to need to be defined, a quadratic form $Q$ is:\n", "1. positive definite if $Q(\\mathbf{x})>0$ for all $\\mathbf{x} \\neq \\mathbf{0}$\n", "2. negative definite if $Q(\\mathbf{x})<0$ for all $\\mathbf{x} \\neq \\mathbf{0}$\n", "3. positive semidefinite if $Q(\\mathbf{x})\\geq0$ for all $\\mathbf{x} \\neq \\mathbf{0}$\n", @@ -1847,7 +1073,7 @@ "source": [ "Try asking the other way around: if all eigenvalues are positive, is $A_{n\\times n}$ positive definite? Yes.\n", "\n", - "Here is the Principal Axes Theorem which employs the orthogonal change of variable $\\mathbf{x}=P\\mathbf{y}$:\n", + "Here is the _Principal Axes Theorem_ which employs the orthogonal change of variable $\\mathbf{x}=P\\mathbf{y}$:\n", "\n", "$$\n", "Q(\\mathbf{x})=\\mathbf{x}^{T} A \\mathbf{x}=\\mathbf{y}^{T} D \\mathbf{y}=\\lambda_{1} y_{1}^{2}+\\lambda_{2} y_{2}^{2}+\\cdots+\\lambda_{n} y_{n}^{2}\n", @@ -1913,7 +1139,7 @@ }, { "cell_type": "code", - "execution_count": 82, + "execution_count": 24, "metadata": {}, "outputs": [ { @@ -1924,7 +1150,7 @@ " [-4, 12, 41]])" ] }, - "execution_count": 82, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -1935,7 +1161,7 @@ }, { "cell_type": "code", - "execution_count": 83, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -1946,7 +1172,7 @@ " [-1., 2., 6.]])" ] }, - "execution_count": 83, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } @@ -1964,7 +1190,7 @@ }, { "cell_type": "code", - "execution_count": 84, + "execution_count": 26, "metadata": {}, "outputs": [ { @@ -1975,7 +1201,7 @@ " [-4., 12., 41.]])" ] }, - "execution_count": 84, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -2035,7 +1261,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.12" + "version": "3.12.4" }, "toc": { "base_numbering": 1, diff --git a/notebooks/Chapter 18 - The Singular Value Decomposition.ipynb b/notebooks/Chapter 18 - The Singular Value Decomposition.ipynb index 08218c3..b0b9346 100644 --- a/notebooks/Chapter 18 - The Singular Value Decomposition.ipynb +++ b/notebooks/Chapter 18 - The Singular Value Decomposition.ipynb @@ -2,13 +2,12 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import scipy as sp\n", - "import scipy.linalg\n", "import sympy as sy\n", "import matplotlib.pyplot as plt\n", "plt.style.use('ggplot')" @@ -16,7 +15,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -42,7 +41,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -54,7 +53,7 @@ " [ 1, 0]])" ] }, - "execution_count": 3, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -72,7 +71,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -82,7 +81,7 @@ " [-20, 14]])" ] }, - "execution_count": 4, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -93,7 +92,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -109,7 +108,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -119,7 +118,7 @@ " [0., 1.]])" ] }, - "execution_count": 6, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -130,7 +129,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -139,7 +138,7 @@ "array([43.541, 0.459])" ] }, - "execution_count": 7, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -152,7 +151,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The square roots of eigenvalues of $A^TA$ are called singular values of $A$, denoted by $\\sigma_1, ..., \\sigma_n$ in decreasing order. \n", + "The square roots of eigenvalues of $A^TA$ are called _singular values_ of $A$, denoted by $\\sigma_1, ..., \\sigma_n$ in decreasing order. \n", "\n", "We can also show that singular values of $A$ are the lengths of vectors $A\\mathbf{v}_1,..., A\\mathbf{v}_n$, where $\\mathbf{v}_i$ is the eigenvalue of $A^TA$." ] @@ -211,13 +210,11 @@ "source": [ "We have implicitly shown the singular value decompositions above, one of the most important concept in linear algebra.\n", "\n", - "\n", "$$\n", "\\Large\n", "SVD:\\quad\n", "A_{m\\times n} = U_{m\\times m}\\Sigma_{m \\times n} V^T_{n \\times n}\n", - "$$\n", - "" + "$$" ] }, { @@ -345,7 +342,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -361,7 +358,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -377,14 +374,14 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 21, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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\n", + "image/png": 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", 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" + "
" ] }, "metadata": {}, @@ -446,14 +443,14 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 22, "metadata": {}, "outputs": [ { "data": { - "image/png": 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KgP07gfb2uJeMTgKmSkqjKgIsQHITPO9124S8qqoKVVVVAICKigr4XLjBqRa8Xq/wbTu7cTXaFGKb3bf9E7mzlsR/wOdDcOlqXHj3dYRaW+DJ8yFnygx4/UWm2htsqENg5fMINZ4CEBY7z4la9FyyMjyJaic+H87cUoLLX34R91JWYR/kdmmjljbr/o4NEmyoU/xdrES1vQnuCxHR+l3xeIZ53+u2CXlpaSlKS0sjf6dqfWM31G4ONSqn1bU11uPS118pew3eTOCxmQAAGUAAAFpaTLVXXr8KrOPGvmLbKbSuX8V9skzJO8JvpwInauM8zEv3TYxqo5Y2J/qO2y26P2K9/nYAbV8ftKy2eScJ26tyX4iGnu+KxzNs1b1O9ciJCKrpdlnZtoYDnJosUwt7SLOWQrIoxm9L/DjFlsNzDbM5/F3xvtctEfJXX30VNTU1OH/+PP74xz9i0qRJuOeee6w4NcEDpdhm9yyg9mvgwvno93K82R2bLEvwUGdMn21NW22IH6dS1gjvOQWnvyve97olQv7nP//ZitMQNhGVXdJUD9R9H86hjs2j7oDbzW7zZFnE4zu4V/F1K9tpRwaPVnEQZkI5EZw9ZsczbDjf6xRaSVMyCvyQJ5QBlQtVBTxCVjY/G2xKV1RcnRqD1Q8193KnGsTBLdkz3D1mhzNseN/rJORpSuQBP60h///kcW5L1W2r7azk8XXFhWlzmsTBJXF03h6zCGsceN7rJOTpSjJh60prs3APvl5UPbvsHEg3jxQz3KCBZOLgdGxYMzZ4zCJuCGEVJORpit4HWbgHXyeqHt/NIx2tC8I7fu14bFgjInjMboaEPE1RTUHM7A5cvqT4foD/5svchE3AVYiK8eujhxHqNxBou2io/W4uK5vKHjNvUkLIXTErLxpqwja1HNiwSvHB5735Ms+JOSE9PqXw1pmW8H/Q3367ysrS8yYerhdyt8zKi0YiYVM9vq6S7+bLnCfm7PL4tAqdpnCVnvbbUFaWnjcxcY2Qqz4cLpmVtwKrPSE1YVM7znviTM/5RfUKkwldV7vR0qjpnFq/X1smNtPoeXMTrhDyRA+Ha2blTSKCJ8R74kzPAhenv4tYe6LEOTals+N1eUKZwk5LHkAOJTy/1u/XjonNdHne3IY7Nl9O4AWkzWavImwQnGTzZR7nV5yYE+G76CB2w2m1vHwWaFW2Ww4B+b2BocOBEXcAeQXRr+uZmLRhY4+0ed5chis88kRegPR4uWtm5c0ggiekFD+P2nxZA4lCIlonJEX4LiJozMeXeuap2+crhGfOiwDMhYxsmdAVMPuHcImQJxoyCpmNwAFR8oFj4+den09z2VItIREtE5KifBeAxs6jQ+ikrZuS2m12Qpb3hG66PG9uwxVCnswLSIv801TwhKyaKFOp3sjuutcaOzXQ6Tmj7nvlN+T3BnyF0Vk/qfAbIk2eN5fhCiFPdS8g0XA6aiKtqF/4P4OLRZzGqpBIRoEfoanlwOplVwp+XWoDNqyyZcIz2FCXuABXx+bGsXak+n1MOIcrhBxIXS8gUbgBQLxgKIiEqKl4sVgZEpG++BgstmojpzS42O/3vCwri/jVuZCG3ZLw+0/V+5hwFtcIecqSLAMjSShCtFS8hJgILcQtPW9S3krN7ISn4hL3LitdGYDL3dQnd1mgFVJHqqHd379bOnTepOP3QELuMKrhhoN7Aa/yzxP1GQEXaKg9SEZDC4qdVfcs5Te3NCL0ygLDdUrirlO9O75ee/tl5ROcPwscORT+3P6dCA27FdLD020REVd16Bwx8j3wrh9kByTkDqNavOrihYSf6USoVDwkf5AMhRaUOqtLbWEx7yqyGZ5wHvfpJmNCpnYdI7S3Awf2gNV9z0VM40YObReF69AdQadjw7t+kF2QkDuNUrghETGhCJFS8QBwGSGodkrF/SEV+JOuqNR6Xd2dX0dmCuq+D3vjShhoe7LQgGJn2a2b4rm0tin0zSFgXSXw41lAygAGD4M09U+axUyUcIZux0bhfrW0fpBNkJA7TFS44eBeZU/86lygqJ/yAyJYShuPEYJqZ1XgjxSDCr2yQHFVpZ7rqo6OJAlgCq/k9gp/Ri0F0YANmkIDSp1le7vi+bR06KFvDoW3/Iu0PgR8cwDsf5+BPK8C8PnM22wTeh0b0Ua0RnHHEv0UJ6NDkKSbRyq+Lg27BZ45LyJj+mzFlDZp1lJIJWOAocMhlYxRTH3ritzcAHldJUKvLIC8rjLsTVkElyXcGpaeW3JdtesMvVn5/ae+Cy/NV/PGjdigofyAqsh4Y7xyrR36+pWAkvydbdVW9kCgkgl6yxSkSskB8shFwqB3rSfuzN174jBC0DRJasF11a4DKKSBxsbnO4n13nXaoMVDVB053HQrpKxs/eGNn9TnY7R4piJ5tbon1BXuG09hcXjxlosgIRcIWxaM2FDzm0cbknVWVl1X7Tpdz51V2AdtJ08Ax4/Gn6B4QDg89tMF4KocYGq5Lhs0hQZUOi3DGTJX5ahOrmvxTEWbp9Hj2FhRP0gEJMaUgn/8qaurc+Ky3PH5fGjRWHvECUKvLAhX6Ytl6PBI4SY9iN5eHvh8PjRVPBsOq8QS66mrrPJUI3bEpHYOKycX42PkHeTmQZpXgd43/izhb6zVZrcg8j1dVFSkeJw8ck6IMosfi2jek2tRqfcSF27ROdrROrKwcoWo54bhCM1+wXDWihOlB0R9vpyCPHKL8fl8aPr6K2E9FKu9JxG9F7m5Aey9dWGhBYCBQ00vzOkqHFmFfXDpvonhF6JWmzYAx4/Ef9jgaEcURPuNeY8ARGtvV8gjtxMBV1t2kuqFm+TmBrBXFgCtzVcOHtgD9v0xyHOXG2pnrHC0HTkEfH0wLBxdfk95XSWYgpA7NdqJdD5NDcC5M8A1PSH17uP+31vg58spSMg5INIsvhKpWrhJbm4Aq1wYLeKdnGkBq1wIefYL+kVMq3BwzOnXG0pQ9FpPN4EdP+r6pfuiP19OQELOATvi0BQjjCYiXCpbrQEIC9mKRbpFTKtw8BrtGEoZTbRzUZIl63Hpl0kWBNkNzfPEQ0LOA86rLe1cSWfEE3Skg9G45ZqRIbge4eAy2jEQSkjmnSq9rnZfBZeuFquIlGCrmUWAhJwD3OPQNsUI9XYYZjoYIx1A1KYbSZbJd4XpXcnqsHAYCSWoLhrq8nocKvfVhXdfBx6bqcFSe0j1eR4jWCLk1dXVeOuttyDLMsaOHYsHH3zQitO6Gp5xaNtihHo7DIMdjNHSowl36UnE2TO63h4rHJ1ZK3YJh95QgtzcEK6G6O0GBBVqsKh0Qmr3T6hVvAyOVJ3nMYppIZdlGW+88QYWLlyI/Px8PPvssxg5ciT69u1rhX2EAnbFCPV2GIY7GCMdgJZQitcLBIPxx6/pmfhzCnQVjly709N0jAgUOzhvNyDnaiDPlzBrRe2+8uT5IFvQDIIfpoW8trYWfr8fhYWFAIBRo0bhyy+/JCHniU1Dfb0dhtEORrUDaKoPp/QpDJ9VO4culSJZ20XgwJ54e3r3SWiPaOgKJSh1cMF2SDcMj0qVVETlvsqZMgMB061IfZxMQDAt5K2trcjPz4/8nZ+fj//+979x76uqqkJVVRUAoKKiAj7BZsKtwuv18m+bz4fg0tW48O7rCLW2wJPnQ86UGfD6lRcLGCU4rRyBE7UINZ6KHPMUFqPntHJ4O9rYtb1a3q/E2cI+4dzsWOpPhtPlEA63eE7UoueSlfD6i1Q/k3VrCXJnLQnb01CHwJKndduTDFt+41h8PuDG/0n6ttYL56FU0NZ74Tzyktmscl9l9e0Hn9LIJkUx8vsGG+oQWPl85F6LvV95Y1rIlRaGSpIUd6y0tBSlpaWRv0VdOWUW21aFeTMjE1AyEPaYrL6uNxPy04shdfEy5All4YJCHdeKaq+G9ysh3zcR+Ppg/HL3totR7ws1nkLr+lXImD5b+TMFfly6b6JpeyJ2qXhYZn5j3l6bnHO14vFgztXabFa4r3zBYMo+r0oY+X3l9avAujgMQPT9ahXcVnbm5+fj9OnTkb9Pnz6NXr16mT0tIQh6J5WMTEIphQ7Ulrt3hlR41yRJNAFrNK/aiv0kkwo/peY5gtOLlExvLDFo0CDU19ejqakJwWAQO3fuxMiRyhskEIQSSmIl9VYWq67x9s4NOdQ23TAFj80SdJ6zU/jZ7s/Cmzrv/iy8oCnBJG9GgR+YWh7ehi47J/x/HaV0Q98cQuiZ6Qg9NSX8/28UQl5EHE5vUGHaI/d4PPjDH/6AF198EbIs4+6778a1115rhW1EGqDmpWJqubC528GGuvBQWmd4xIr9JNFRhkCt1IDc3ABsWHVlhevFC8CGVZpy+UPfHAJWLALk0JXPrliEttz/B/RJ/Eyn/Upjh0dCluSR33bbbbjtttusOBWhQEo/JCpiJX3xMeDgog/VBTVZ2QgseToSD9Wz6Mmq/SRxugns+acQKuoXn05oZrHY+pVXRLwTOYTzq5dBevF11Y9ZvdLYjfe704uUaGWn4Ii0sS0PEnmp8VPmybFMBNQ8LCAqCwaAdqHU6bUlXJ15qQ04fjSc1XP0cKSyo6lYrcqWb/KPP8KT6HMWrjR28/3u5CIlEnLRSfGSnYk8X7OrPc2IgJqHxd5epfh+LUJpxX6SipxpCddfn7lQk9ev2tmpbPmW0aNHwstbOtGX4vc7L0jIBcfp2XDuJPB8tTzQUfVWWhrjqx+aEIGMAj/kCWVX0he3bgKyshXfq3VSy8h+kqxyYeKqjsCVTTSSeP0Js3GmPR0dIweADA+unvkcfkxwaStXGqf8/c4JEnLBcaJkp50xSjOer9Z6K1pFILbd7K57wxOHXUUvrwBSfm+wrsLaIZQ8vreMAj/k2S9oriuT1OtP4PF6ps9GaNbScKy8c/PoaU8ja/it+DFRXrWFE31UotYYJOSiY/NsuBMxSiUvVdbyQGssXatFBBTbXb07fg/O1mZ0u3002gffGF2zG+D2vUWJ8+H9wI/n4980cGjU+/WWt+087rlhOFCxzrh9vOYmKA8+ISTkgmP7bLiBGKUVnmjctmTZVynuSN/1gdbkaXfP0iYCSu2OFfHO6168gIynl0Tbv66Sa2y3U5wVt7LLK4D08HRN5+Hl8Vo10ed09odbISF3AXbOhuuNUQYb6kx7oglDJN2zgOL+kDpEvOs5k9XcBgAU9dO0alJPPXOlaoB2xXYzCvyQ57xoXOhc4PFSiVr9kJATUej12C68+7ryopWOLApNJAqRXGqD1LGCMw4NWR1qlQ411zNXGBUoVQNU7VRaGiE3N1jqUZoROvJ4UxMSciKaCWXAf2vihu5qHpvqpgOH/0+zgCXdlqypPvLvuDDO1HJIX3wc3vXn1HcJQzFRaImvdyx3l774OEr0vP6i+KJbap2KwX1CeUIeb+pBQp5GaI5lx1a0VKhw2Yknz6dYNhXBds3x4aQhknMBAAmW889aCk+BX1esXks988jnbxietA0JUwVtyoNO1H5L5zHIkxcOEnIbsetBUNwJHRqzKrZuAs7EeJtnWlSFKGfKDLTt2g60x8u55vjwhDLlDJFOsnOu2JZgQlGPp6kaQhp2i+GyoxkFfoR8hYo537zzoBPmh8N8Ro2bV1ymA6arHxLaMFLJzsrrsPfWJa28Jzc3gNVUK55XTYi8/iJg2K2Kr+laJDPzOfU3NNeHbbNyQnFC2ZWFR51YMOnnWBW8RJ2cFZUceVSDJCyDhNwu7HoQ1K5zLL62N3BFBCMe1/mziu9LJETSw9NNi6KUXwDkqlzjUhuwdZOlIplR4Ic0aymkkjHA0OGQSsZAssK75NRBJCNRJ2dFB0grLsWGQis2YdeDoPd8ERFMNPmXRIgsyYTYugk4q247C7RCetza0rY8Jv2cygpJlm1kNnecVlyKDQm5Tdj1IKhOHA4cGs6VVhHBRJN/WjzVWFGUmxtUN05WIlkHJPXMc03qHI8OIun8SrL8cLMdoAvyz9MZEnK7sOtBULlOZOWfihgknPwzkN2gd2IsYeZKl+8pHVPntHyfyTo5sx2gWzrRdEViSrsn20BdXZ0Tl+VOoo1bncxaSXYdxQUyHXHkRJ9Vaq+8rjI82RqDVDJGNSNE8frdugHDboX08HShBMO2DbY7MPJ9Wond7XUakdvLbfNlQjt2eZNWbYBstKMxMh8gkscnWr40j/kV0dpImIOEnIhgVUeTaLl66JUFlu94byWhbw4Bq5dFctrtzJdWE1er51eczgmnTsR6KP2QsB6lFLwMT3ihDMccerPIzQ1RIh7BhnzphOsMrE5pdDAn3K71FOkGeeSEKkY9p9gwidU791hpaxRbN6mXrq2pjowmgtPKAW+mBVbHXFtFXDOmz7Y07KQaqrFDTGkrNy6QkBOKmB1+dw2ThF5ZwHXZejJbtYp8QnvOnw17kAACJ2ohP73Y0nBAsji4lWEn1dDXqe8sr9QYCy0s4gOFVghlLBx+c1+2nsBWPUN5rfaEGk9ZHoawdWn/hLJwed5YOlbQ8sSxEgYpDgk5oQj3uiZ5BWBnzyD0l8fC/61+wXCcNKGtejokJTslSdc1DWPj0v6MAj9Q1E/xNe6esUMlDFIdCq0QiliZKREXM8/KBo4fBb45eOVNB/aAnTwOec6Luof2iWzV0yEppUCytovAgT2K57YSu9Mvpd59wI4fjT/O2TMWKc00lSAhJ5SxeCVq1xivvK4SrKPGeBStzcYmvRLYKm3dpKtDUio1wGJKG3gKiyGb9CBV4/Z2Tfg5uORehDTTVIOEnFCEp+eUaPhuZGifyFbZpGApnbvntHIEDGStRG0wXfedI7nqnZBnnFrQEn2LEXl5Lw+MtFdtyTnAZ9m51QtQDLVZwx6hdi251wvd0+JAS/QJcZhQBhw9HL8TUYK9Qc0gxFBewx6hlIJHGIWEnLCdjAI/5LnLw7sWdW54MXCocMWxrESLSFMKHl9SuTSAKSHftWsX3n//fZw6dQrLly/HoEGDrLKLSHHC27stdNoM20i6wTSl4HHF6foyvDGVR37ttddizpw5uPHGG62yx1E6N0MIvbIA8rpKqv9AWMeEMqCXL/641wuMuMOabeYIdVJ8z1FTHnnfvn2tssNxUr3HJpwlo8CPUL+B8fMCwSCkrGy6xziT6qUBbIuRV1VVoaqqCgBQUVEBn0/BO3GQsxtXo02hx+6+7Z/InbVE83m8Xq9wbeNJurUXMN7m1lAQ7Urnu3AeeQJ/h2rtDTbU4cK7ryPU2gJPng85U2bA61fOqnCas4V90HbkUNzxrMI+yI1pmxX3tN3fTVIhX7ZsGQKBQNzxyZMn4/bbb9d8odLSUpSWlkb+Fi29J9RYr3i8rbEe7TpsFTl1iQfp1l7AeJvlnKsVj7d7vGiqeBasqR44FwCu6QWpt1+YyTjFXaBiRrDtANq+PihsiEi+byLw9cG49QSX7psY1zaz9zTP78Zw+uFzzz1n6sJugXYJT30cz1pQWpyUVwB8fwysa8jldBPY8SNih/ZcVo7W1gVQDnw3lH7YCe0SntKIMAeip5YLAKGF0Y0xZ7vWEzjx3ZgS8j179uDNN9/EuXPnUFFRgQEDBmDBggVW2WYrtGTZHRj2qg16SUrXg4n4aayYhF5J/LxY8fDzGInQCFYdJ74bU0J+xx134I477rDKFscRYgUgoYoZr9qIl6R2veDS1ZbtEJQsv9zsw89tD1IawarjwHdD9cgJx9Gcv28iF9jQhgYq17vw7utJr6cZpfrcnZh8+HnuQZpR4AemlgP5vYHsnPD/p5bTCBbh70aatRRSyRhg6HBIJWO4TwJTjJxwFD1etqnYowEvSe28oVbrsnSiQnqdWSu5vSAVWJC1kmgPUpMhG7m5Adiw6soWfhcvABtWiTs5azN2j+5JyAln0RG7NhN7NDIHonY9T54PctIraofXQ59IrE3Ha12WtZLqkJATjqLLy7agtrgukVG5Xs6UGQhoP4tjqMbfu2eZjte6MWsllSEhJxxFj5dtd2aR2vW8/iLADYuglDqi7lnAzOcoayXFICFPExxfDKOGTi/b7tijmzOZuHZ8Ls1aEfY5MAkJeRogwmIYNbuwdRPQ4xpAli2b5EvVh9UIvDoiN667EPU5sAIS8nRAwIkpxa3PMjKA6bNNi3iqPqyi4brRioDPgVVQHnkaYNXElFX12uXmBrDKhXzqQ6d43WnCOKk8QUseeRpgxcSUVascI+fpzD+OwexDlcoPK2EOOyZonQrrkZCnA1ZMTKl4umcWz4TcqyDpTRu5wWuqgfNnVS9j9qGibApCFc4TtE6G9UjI0wArJqbUPFq5qQFoakh40yrGw5Ww4qFyaTYFwR/uE7QOxuBJyNMEsxNTSTcPBtRvWqUbPJb83pbUo3BjNoUalH1jPTwnaJ0M65GQE9pQ8nQVULppk97IHUWGrBIp12VTKEDZN+7DybAeZa0Qmoiq6HbdkHCqoAJKN63qjXx1ri2V4VyJzuwbqzKKCBMoVbK0KaxHHjmhmU5PV15XCXb8aPwb1Gp4qMSteQl4KoQktA7T5eYGsA2rgSOHABb2B8l7dwYnw3ok5IRuVEMlRf0Ub1o7b/BUCUloGabLzQ1gL88HzijUfUmRhS5uw6mwHgk5oRtVkendR/Uztt3gNmQOBBvqIK9fxbdT0pJ9s3WTsoh3QLnz6QMJOaEfgVP8VEMSB/dCXldpSR2XwMrnwRpPhc8LcPH4tYxikgk15c6nDyTkhG66ioz3wnkEc64WJg6tmiZ58QLY7s/Mi+7WTQh1iHgETmGMZKOYhCmhFtQcJ9wDCTlhiE6RyfP50KKhNrdtE5DJ0iRNiq5QJQAmlAFHD8eHVzK7W1JznHAPJOQEd+ycgIwKSRzcG95LMgYzoitSCYCMAj/kucvB3lsX7rwAYOBQSA9PJxFPM0jICf7YvHQ5Kk1y92dxr5sS3Qll8JyojQ6vODg/kFHgB2YudOTahDiQkBPccSwcwWFSNqPAj55LVqKVd9YKQeiAhJzgjlPhCF75615/ETIoP5sQCBJygj8OpiumQt0VgkgGCTnBnVSqSEgQIkJCTtgCecYEwQ+qfkgQBOFySMgJgiBcjqnQysaNG7Fv3z54vV4UFhbiySefRE5OjlW2ES4lFcrIEoSbMCXkN998Mx555BF4PB688847+OCDD/Doo49aZRvhQlKljCxBuAlToZURI0bA4/EAAIYMGYLWViqbmfbo3NmGIAjzWJa18umnn2LUqFFWnY5wKUIVlSJcCYXm9JNUyJctW4ZAIBB3fPLkybj99tsBAFu2bIHH48Ho0aNVz1NVVYWqqioAQEVFBXw+n0GTxcbr9aZs25SIbe/Zwj5oO3Io7n1ZhX2QmyLfS7r/xjwJNtQhsPL5SC0bBsBzohY9l6yE119kiw1u/H0lxphqSWMt7NixA5988gkWLVqE7t27a/5cXV2dmcsKi09jWddUIba9sTFyAFz353SCdP+NeaJa6KxkjG1lEUT+fYuKlDszU6GV6upqbN26Fc8//7wuESdSF1rFSZiBQnPGMCXkb7zxBoLBIJYtWwYAuP766zFjxgxLDCPcC63iJIwiUr13N2FKyFetWmWVHQRBEELvBysyVGuFEArKWEhvKDRnDBJyQhhoMREBUGjOCFRrhRAHWkxEEIYgISeEgTIWCMIYJOSEMKhlJlDGAkEkhoScEIcJZeEMha5QxgJBJIUmOwlhoIwFgjAGCTkhFJSxQBD6odAKQRCEyyEhJwiCcDkk5ARBEC6HhJwgCMLlkJATBEG4HBJygiAIl0NCThAE4XJIyAmCIFwOCTlBEITLISEnCIJwOSTkBEEQLoeEnCAIwuWQkBMEQbgcEnKCIAiXQ2VsCUIQ5I79SakWO6EXEnKCEAC5uQFsxaLI5tMMAI4dgTxrKYk5kRQKrRCECGzdFBHxCB0eOkEkg4ScIASABVp1HSeIrpCQE4QASD3zdB0niK6QkBOECEwoA2Jj4QX+8HGCSAJNdhKEAGQU+CHPWkpZK4QhSMgJQhAyCvzA9NlOm0G4EAqtEARBuBxTHvnmzZuxd+9eSJKE3NxcPPnkk8jLo8kZgiAIOzEl5A888AAmT54MAPjoo4/wz3/+EzNmzLDEMIIgCEIbpkIrV111VeTfly5dgiRJpg0iCIIg9CExxpiZE7z77rv4/PPPcdVVV2Hx4sW45pprFN9XVVWFqqoqAEBFRQUuX75s5rLC4vV6EQwGnTbDNtKtvUD6tZnaKw6ZmZmKx5MK+bJlyxAIBOKOT548Gbfffnvk7w8++ADt7e2YNGmSOUsJgiAIfTCLaGpqYn/5y1+sOp1rmTdvntMm2Eq6tZex9GsztVd8TMXI6+vrI//eu3cvioqKTHcsBEEQhD5MZa1s2rQJ9fX1kCQJPp+PMlYIgiAcwJSQz5kzxyo7UobS0lKnTbCVdGsvkH5tpvaKj+msFYIgCMJZaIk+QRCEyyEhJwiCcDlU/ZADGzduxL59++D1elFYWIgnn3wSOTk5TpvFjV27duH999/HqVOnsHz5cgwaNMhpk7hQXV2Nt956C7IsY+zYsXjwwQedNokra9euxf79+5Gbm4vKykqnzeFOS0sL1qxZg0AgAEmSUFpainHjxjltljaczn9MRaqrq1kwGGSMMbZx40a2ceNGhy3iy8mTJ9mpU6fY4sWLWW1trdPmcCEUCrGZM2eyhoYG1t7ezubMmcNOnjzptFlcOXz4MPv222/TZn1Ia2sr+/bbbxljjP3000/sqaeecs1vTKEVDowYMQIejwcAMGTIELS2pva+i3379k35NQS1tbXw+/0oLCyE1+vFqFGj8OWXXzptFleGDRuGHj16OG2GbfTq1QsDBw4EAGRnZ6O4uNg1zy4JOWc+/fRT3HLLLU6bQZiktbUV+fn5kb/z8/Nd85AT+mlqasLx48cxePBgp03RBMXIDaKlBs2WLVvg8XgwevRom62zHq01d1IVppClS9U+U5O2tjZUVlZi2rRpURVeRYaE3CDPPfdcwtd37NiBffv2YdGiRSnxwCdrb6qTn5+P06dPR/4+ffo0evXq5aBFBA+CwSAqKysxevRolJSUOG2OZii0woHq6mps3boV8+bNQ/fu3Z02h7CAQYMGob6+Hk1NTQgGg9i5cydGjhzptFmEhTDG8Nprr6G4uBjjx4932hxd0MpODpSXlyMYDEYmiq6//vqUrkOzZ88evPnmmzh37hxycnIwYMAALFiwwGmzLGf//v14++23Icsy7r77bjz00ENOm8SVV199FTU1NTh//jxyc3MxadIk3HPPPU6bxY1vvvkGixYtQr9+/SKj6ClTpuC2225z2LLkkJATBEG4HAqtEARBuBwScoIgCJdDQk4QBOFySMgJgiBcDgk5QRCEyyEhJwiCcDkk5ARBEC7n/wM+iZpoIf+vxQAAAABJRU5ErkJggg==\n", 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", 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\n", 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", 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\n", 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", 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" + "
" ] }, "metadata": {}, @@ -576,7 +573,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.12.4" }, "toc": { "base_numbering": 1, diff --git a/notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb b/notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb index 425497e..a1b2eba 100644 --- a/notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb +++ b/notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -29,7 +29,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -75,12 +75,12 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -138,12 +138,12 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -440,26 +440,14 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { - "application/javascript": "/* Put everything inside the global mpl namespace */\n/* global mpl */\nwindow.mpl = {};\n\nmpl.get_websocket_type = function () {\n if (typeof WebSocket !== 'undefined') {\n return WebSocket;\n } else if (typeof MozWebSocket !== 'undefined') {\n return MozWebSocket;\n } else {\n alert(\n 'Your browser does not have WebSocket support. ' +\n 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n 'Firefox 4 and 5 are also supported but you ' +\n 'have to enable WebSockets in about:config.'\n );\n }\n};\n\nmpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n this.id = figure_id;\n\n this.ws = websocket;\n\n this.supports_binary = this.ws.binaryType !== undefined;\n\n if (!this.supports_binary) {\n var warnings = document.getElementById('mpl-warnings');\n if (warnings) {\n warnings.style.display = 'block';\n warnings.textContent =\n 'This browser does not support binary websocket messages. ' +\n 'Performance may be slow.';\n }\n }\n\n this.imageObj = new Image();\n\n this.context = undefined;\n this.message = undefined;\n this.canvas = undefined;\n this.rubberband_canvas = undefined;\n this.rubberband_context = undefined;\n this.format_dropdown = undefined;\n\n this.image_mode = 'full';\n\n this.root = document.createElement('div');\n this.root.setAttribute('style', 'display: inline-block');\n this._root_extra_style(this.root);\n\n parent_element.appendChild(this.root);\n\n this._init_header(this);\n this._init_canvas(this);\n this._init_toolbar(this);\n\n var fig = this;\n\n this.waiting = false;\n\n this.ws.onopen = function () {\n fig.send_message('supports_binary', { value: fig.supports_binary });\n fig.send_message('send_image_mode', {});\n if (fig.ratio !== 1) {\n fig.send_message('set_device_pixel_ratio', {\n device_pixel_ratio: fig.ratio,\n });\n }\n fig.send_message('refresh', {});\n };\n\n this.imageObj.onload = function () {\n if (fig.image_mode === 'full') {\n // Full images could contain transparency (where diff images\n // almost always do), so we need to clear the canvas so that\n // there is no ghosting.\n fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n }\n fig.context.drawImage(fig.imageObj, 0, 0);\n };\n\n this.imageObj.onunload = function () {\n fig.ws.close();\n };\n\n this.ws.onmessage = this._make_on_message_function(this);\n\n this.ondownload = ondownload;\n};\n\nmpl.figure.prototype._init_header = function () {\n var titlebar = document.createElement('div');\n titlebar.classList =\n 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n var titletext = document.createElement('div');\n titletext.classList = 'ui-dialog-title';\n titletext.setAttribute(\n 'style',\n 'width: 100%; text-align: center; padding: 3px;'\n );\n titlebar.appendChild(titletext);\n this.root.appendChild(titlebar);\n this.header = titletext;\n};\n\nmpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._init_canvas = function () {\n var fig = this;\n\n var canvas_div = (this.canvas_div = document.createElement('div'));\n canvas_div.setAttribute('tabindex', '0');\n canvas_div.setAttribute(\n 'style',\n 'border: 1px solid #ddd;' +\n 'box-sizing: content-box;' +\n 'clear: both;' +\n 'min-height: 1px;' +\n 'min-width: 1px;' +\n 'outline: 0;' +\n 'overflow: hidden;' +\n 'position: relative;' +\n 'resize: both;' +\n 'z-index: 2;'\n );\n\n function on_keyboard_event_closure(name) {\n return function (event) {\n return fig.key_event(event, name);\n };\n }\n\n canvas_div.addEventListener(\n 'keydown',\n on_keyboard_event_closure('key_press')\n );\n canvas_div.addEventListener(\n 'keyup',\n on_keyboard_event_closure('key_release')\n );\n\n this._canvas_extra_style(canvas_div);\n this.root.appendChild(canvas_div);\n\n var canvas = (this.canvas = document.createElement('canvas'));\n canvas.classList.add('mpl-canvas');\n canvas.setAttribute(\n 'style',\n 'box-sizing: content-box;' +\n 'pointer-events: none;' +\n 'position: relative;' +\n 'z-index: 0;'\n );\n\n this.context = canvas.getContext('2d');\n\n var backingStore =\n this.context.backingStorePixelRatio ||\n this.context.webkitBackingStorePixelRatio ||\n this.context.mozBackingStorePixelRatio ||\n this.context.msBackingStorePixelRatio ||\n this.context.oBackingStorePixelRatio ||\n this.context.backingStorePixelRatio ||\n 1;\n\n this.ratio = (window.devicePixelRatio || 1) / backingStore;\n\n var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n 'canvas'\n ));\n rubberband_canvas.setAttribute(\n 'style',\n 'box-sizing: content-box;' +\n 'left: 0;' +\n 'pointer-events: none;' +\n 'position: absolute;' +\n 'top: 0;' +\n 'z-index: 1;'\n );\n\n // Apply a ponyfill if ResizeObserver is not implemented by browser.\n if (this.ResizeObserver === undefined) {\n if (window.ResizeObserver !== undefined) {\n this.ResizeObserver = window.ResizeObserver;\n } else {\n var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n this.ResizeObserver = obs.ResizeObserver;\n }\n }\n\n this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n // There's no need to resize if the WebSocket is not connected:\n // - If it is still connecting, then we will get an initial resize from\n // Python once it connects.\n // - If it has disconnected, then resizing will clear the canvas and\n // never get anything back to refill it, so better to not resize and\n // keep something visible.\n if (fig.ws.readyState != 1) {\n return;\n }\n var nentries = entries.length;\n for (var i = 0; i < nentries; i++) {\n var entry = entries[i];\n var width, height;\n if (entry.contentBoxSize) {\n if (entry.contentBoxSize instanceof Array) {\n // Chrome 84 implements new version of spec.\n width = entry.contentBoxSize[0].inlineSize;\n height = entry.contentBoxSize[0].blockSize;\n } else {\n // Firefox implements old version of spec.\n width = entry.contentBoxSize.inlineSize;\n height = entry.contentBoxSize.blockSize;\n }\n } else {\n // Chrome <84 implements even older version of spec.\n width = entry.contentRect.width;\n height = entry.contentRect.height;\n }\n\n // Keep the size of the canvas and rubber band canvas in sync with\n // the canvas container.\n if (entry.devicePixelContentBoxSize) {\n // Chrome 84 implements new version of spec.\n canvas.setAttribute(\n 'width',\n entry.devicePixelContentBoxSize[0].inlineSize\n );\n canvas.setAttribute(\n 'height',\n entry.devicePixelContentBoxSize[0].blockSize\n );\n } else {\n canvas.setAttribute('width', width * fig.ratio);\n canvas.setAttribute('height', height * fig.ratio);\n }\n /* This rescales the canvas back to display pixels, so that it\n * appears correct on HiDPI screens. */\n canvas.style.width = width + 'px';\n canvas.style.height = height + 'px';\n\n rubberband_canvas.setAttribute('width', width);\n rubberband_canvas.setAttribute('height', height);\n\n // And update the size in Python. We ignore the initial 0/0 size\n // that occurs as the element is placed into the DOM, which should\n // otherwise not happen due to the minimum size styling.\n if (width != 0 && height != 0) {\n fig.request_resize(width, height);\n }\n }\n });\n this.resizeObserverInstance.observe(canvas_div);\n\n function on_mouse_event_closure(name) {\n /* User Agent sniffing is bad, but WebKit is busted:\n * https://bugs.webkit.org/show_bug.cgi?id=144526\n * https://bugs.webkit.org/show_bug.cgi?id=181818\n * The worst that happens here is that they get an extra browser\n * selection when dragging, if this check fails to catch them.\n */\n var UA = navigator.userAgent;\n var isWebKit = /AppleWebKit/.test(UA) && !/Chrome/.test(UA);\n if(isWebKit) {\n return function (event) {\n /* This prevents the web browser from automatically changing to\n * the text insertion cursor when the button is pressed. We\n * want to control all of the cursor setting manually through\n * the 'cursor' event from matplotlib */\n event.preventDefault()\n return fig.mouse_event(event, name);\n };\n } else {\n return function (event) {\n return fig.mouse_event(event, name);\n };\n }\n }\n\n canvas_div.addEventListener(\n 'mousedown',\n on_mouse_event_closure('button_press')\n );\n canvas_div.addEventListener(\n 'mouseup',\n on_mouse_event_closure('button_release')\n );\n canvas_div.addEventListener(\n 'dblclick',\n on_mouse_event_closure('dblclick')\n );\n // Throttle sequential mouse events to 1 every 20ms.\n canvas_div.addEventListener(\n 'mousemove',\n on_mouse_event_closure('motion_notify')\n );\n\n canvas_div.addEventListener(\n 'mouseenter',\n on_mouse_event_closure('figure_enter')\n );\n canvas_div.addEventListener(\n 'mouseleave',\n on_mouse_event_closure('figure_leave')\n );\n\n canvas_div.addEventListener('wheel', function (event) {\n if (event.deltaY < 0) {\n event.step = 1;\n } else {\n event.step = -1;\n }\n on_mouse_event_closure('scroll')(event);\n });\n\n canvas_div.appendChild(canvas);\n canvas_div.appendChild(rubberband_canvas);\n\n this.rubberband_context = rubberband_canvas.getContext('2d');\n this.rubberband_context.strokeStyle = '#000000';\n\n this._resize_canvas = function (width, height, forward) {\n if (forward) {\n canvas_div.style.width = width + 'px';\n canvas_div.style.height = height + 'px';\n }\n };\n\n // Disable right mouse context menu.\n canvas_div.addEventListener('contextmenu', function (_e) {\n event.preventDefault();\n return false;\n });\n\n function set_focus() {\n canvas.focus();\n canvas_div.focus();\n }\n\n window.setTimeout(set_focus, 100);\n};\n\nmpl.figure.prototype._init_toolbar = function () {\n var fig = this;\n\n var toolbar = document.createElement('div');\n toolbar.classList = 'mpl-toolbar';\n this.root.appendChild(toolbar);\n\n function on_click_closure(name) {\n return function (_event) {\n return fig.toolbar_button_onclick(name);\n };\n }\n\n function on_mouseover_closure(tooltip) {\n return function (event) {\n if (!event.currentTarget.disabled) {\n return fig.toolbar_button_onmouseover(tooltip);\n }\n };\n }\n\n fig.buttons = {};\n var buttonGroup = document.createElement('div');\n buttonGroup.classList = 'mpl-button-group';\n for (var toolbar_ind in mpl.toolbar_items) {\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) {\n /* Instead of a spacer, we start a new button group. */\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n buttonGroup = document.createElement('div');\n buttonGroup.classList = 'mpl-button-group';\n continue;\n }\n\n var button = (fig.buttons[name] = document.createElement('button'));\n button.classList = 'mpl-widget';\n button.setAttribute('role', 'button');\n button.setAttribute('aria-disabled', 'false');\n button.addEventListener('click', on_click_closure(method_name));\n button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n\n var icon_img = document.createElement('img');\n icon_img.src = '_images/' + image + '.png';\n icon_img.srcset = '_images/' + image + '_large.png 2x';\n icon_img.alt = tooltip;\n button.appendChild(icon_img);\n\n buttonGroup.appendChild(button);\n }\n\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n\n var fmt_picker = document.createElement('select');\n fmt_picker.classList = 'mpl-widget';\n toolbar.appendChild(fmt_picker);\n this.format_dropdown = fmt_picker;\n\n for (var ind in mpl.extensions) {\n var fmt = mpl.extensions[ind];\n var option = document.createElement('option');\n option.selected = fmt === mpl.default_extension;\n option.innerHTML = fmt;\n fmt_picker.appendChild(option);\n }\n\n var status_bar = document.createElement('span');\n status_bar.classList = 'mpl-message';\n toolbar.appendChild(status_bar);\n this.message = status_bar;\n};\n\nmpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n // which will in turn request a refresh of the image.\n this.send_message('resize', { width: x_pixels, height: y_pixels });\n};\n\nmpl.figure.prototype.send_message = function (type, properties) {\n properties['type'] = type;\n properties['figure_id'] = this.id;\n this.ws.send(JSON.stringify(properties));\n};\n\nmpl.figure.prototype.send_draw_message = function () {\n if (!this.waiting) {\n this.waiting = true;\n this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n }\n};\n\nmpl.figure.prototype.handle_save = function (fig, _msg) {\n var format_dropdown = fig.format_dropdown;\n var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n fig.ondownload(fig, format);\n};\n\nmpl.figure.prototype.handle_resize = function (fig, msg) {\n var size = msg['size'];\n if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n fig._resize_canvas(size[0], size[1], msg['forward']);\n fig.send_message('refresh', {});\n }\n};\n\nmpl.figure.prototype.handle_rubberband = function (fig, msg) {\n var x0 = msg['x0'] / fig.ratio;\n var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n var x1 = msg['x1'] / fig.ratio;\n var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n x0 = Math.floor(x0) + 0.5;\n y0 = Math.floor(y0) + 0.5;\n x1 = Math.floor(x1) + 0.5;\n y1 = Math.floor(y1) + 0.5;\n var min_x = Math.min(x0, x1);\n var min_y = Math.min(y0, y1);\n var width = Math.abs(x1 - x0);\n var height = Math.abs(y1 - y0);\n\n fig.rubberband_context.clearRect(\n 0,\n 0,\n fig.canvas.width / fig.ratio,\n fig.canvas.height / fig.ratio\n );\n\n fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n};\n\nmpl.figure.prototype.handle_figure_label = function (fig, msg) {\n // Updates the figure title.\n fig.header.textContent = msg['label'];\n};\n\nmpl.figure.prototype.handle_cursor = function (fig, msg) {\n fig.canvas_div.style.cursor = msg['cursor'];\n};\n\nmpl.figure.prototype.handle_message = function (fig, msg) {\n fig.message.textContent = msg['message'];\n};\n\nmpl.figure.prototype.handle_draw = function (fig, _msg) {\n // Request the server to send over a new figure.\n fig.send_draw_message();\n};\n\nmpl.figure.prototype.handle_image_mode = function (fig, msg) {\n fig.image_mode = msg['mode'];\n};\n\nmpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n for (var key in msg) {\n if (!(key in fig.buttons)) {\n continue;\n }\n fig.buttons[key].disabled = !msg[key];\n fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n }\n};\n\nmpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n if (msg['mode'] === 'PAN') {\n fig.buttons['Pan'].classList.add('active');\n fig.buttons['Zoom'].classList.remove('active');\n } else if (msg['mode'] === 'ZOOM') {\n fig.buttons['Pan'].classList.remove('active');\n fig.buttons['Zoom'].classList.add('active');\n } else {\n fig.buttons['Pan'].classList.remove('active');\n fig.buttons['Zoom'].classList.remove('active');\n }\n};\n\nmpl.figure.prototype.updated_canvas_event = function () {\n // Called whenever the canvas gets updated.\n this.send_message('ack', {});\n};\n\n// A function to construct a web socket function for onmessage handling.\n// Called in the figure constructor.\nmpl.figure.prototype._make_on_message_function = function (fig) {\n return function socket_on_message(evt) {\n if (evt.data instanceof Blob) {\n var img = evt.data;\n if (img.type !== 'image/png') {\n /* FIXME: We get \"Resource interpreted as Image but\n * transferred with MIME type text/plain:\" errors on\n * Chrome. But how to set the MIME type? It doesn't seem\n * to be part of the websocket stream */\n img.type = 'image/png';\n }\n\n /* Free the memory for the previous frames */\n if (fig.imageObj.src) {\n (window.URL || window.webkitURL).revokeObjectURL(\n fig.imageObj.src\n );\n }\n\n fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n img\n );\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n } else if (\n typeof evt.data === 'string' &&\n evt.data.slice(0, 21) === 'data:image/png;base64'\n ) {\n fig.imageObj.src = evt.data;\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n }\n\n var msg = JSON.parse(evt.data);\n var msg_type = msg['type'];\n\n // Call the \"handle_{type}\" callback, which takes\n // the figure and JSON message as its only arguments.\n try {\n var callback = fig['handle_' + msg_type];\n } catch (e) {\n console.log(\n \"No handler for the '\" + msg_type + \"' message type: \",\n msg\n );\n return;\n }\n\n if (callback) {\n try {\n // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n callback(fig, msg);\n } catch (e) {\n console.log(\n \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n e,\n e.stack,\n msg\n );\n }\n }\n };\n};\n\nfunction getModifiers(event) {\n var mods = [];\n if (event.ctrlKey) {\n mods.push('ctrl');\n }\n if (event.altKey) {\n mods.push('alt');\n }\n if (event.shiftKey) {\n mods.push('shift');\n }\n if (event.metaKey) {\n mods.push('meta');\n }\n return mods;\n}\n\n/*\n * return a copy of an object with only non-object keys\n * we need this to avoid circular references\n * https://stackoverflow.com/a/24161582/3208463\n */\nfunction simpleKeys(original) {\n return Object.keys(original).reduce(function (obj, key) {\n if (typeof original[key] !== 'object') {\n obj[key] = original[key];\n }\n return obj;\n }, {});\n}\n\nmpl.figure.prototype.mouse_event = function (event, name) {\n if (name === 'button_press') {\n this.canvas.focus();\n this.canvas_div.focus();\n }\n\n // from https://stackoverflow.com/q/1114465\n var boundingRect = this.canvas.getBoundingClientRect();\n var x = (event.clientX - boundingRect.left) * this.ratio;\n var y = (event.clientY - boundingRect.top) * this.ratio;\n\n this.send_message(name, {\n x: x,\n y: y,\n button: event.button,\n step: event.step,\n modifiers: getModifiers(event),\n guiEvent: simpleKeys(event),\n });\n\n return false;\n};\n\nmpl.figure.prototype._key_event_extra = function (_event, _name) {\n // Handle any extra behaviour associated with a key event\n};\n\nmpl.figure.prototype.key_event = function (event, name) {\n // Prevent repeat events\n if (name === 'key_press') {\n if (event.key === this._key) {\n return;\n } else {\n this._key = event.key;\n }\n }\n if (name === 'key_release') {\n this._key = null;\n }\n\n var value = '';\n if (event.ctrlKey && event.key !== 'Control') {\n value += 'ctrl+';\n }\n else if (event.altKey && event.key !== 'Alt') {\n value += 'alt+';\n }\n else if (event.shiftKey && event.key !== 'Shift') {\n value += 'shift+';\n }\n\n value += 'k' + event.key;\n\n this._key_event_extra(event, name);\n\n this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n return false;\n};\n\nmpl.figure.prototype.toolbar_button_onclick = function (name) {\n if (name === 'download') {\n this.handle_save(this, null);\n } else {\n this.send_message('toolbar_button', { name: name });\n }\n};\n\nmpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n this.message.textContent = tooltip;\n};\n\n///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n// prettier-ignore\nvar _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\nmpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis\", \"fa fa-square-o\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o\", \"download\"]];\n\nmpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\", \"webp\"];\n\nmpl.default_extension = \"png\";/* global mpl */\n\nvar comm_websocket_adapter = function (comm) {\n // Create a \"websocket\"-like object which calls the given IPython comm\n // object with the appropriate methods. Currently this is a non binary\n // socket, so there is still some room for performance tuning.\n var ws = {};\n\n ws.binaryType = comm.kernel.ws.binaryType;\n ws.readyState = comm.kernel.ws.readyState;\n function updateReadyState(_event) {\n if (comm.kernel.ws) {\n ws.readyState = comm.kernel.ws.readyState;\n } else {\n ws.readyState = 3; // Closed state.\n }\n }\n comm.kernel.ws.addEventListener('open', updateReadyState);\n comm.kernel.ws.addEventListener('close', updateReadyState);\n comm.kernel.ws.addEventListener('error', updateReadyState);\n\n ws.close = function () {\n comm.close();\n };\n ws.send = function (m) {\n //console.log('sending', m);\n comm.send(m);\n };\n // Register the callback with on_msg.\n comm.on_msg(function (msg) {\n //console.log('receiving', msg['content']['data'], msg);\n var data = msg['content']['data'];\n if (data['blob'] !== undefined) {\n data = {\n data: new Blob(msg['buffers'], { type: data['blob'] }),\n };\n }\n // Pass the mpl event to the overridden (by mpl) onmessage function.\n ws.onmessage(data);\n });\n return ws;\n};\n\nmpl.mpl_figure_comm = function (comm, msg) {\n // This is the function which gets called when the mpl process\n // starts-up an IPython Comm through the \"matplotlib\" channel.\n\n var id = msg.content.data.id;\n // Get hold of the div created by the display call when the Comm\n // socket was opened in Python.\n var element = document.getElementById(id);\n var ws_proxy = comm_websocket_adapter(comm);\n\n function ondownload(figure, _format) {\n window.open(figure.canvas.toDataURL());\n }\n\n var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n\n // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n // web socket which is closed, not our websocket->open comm proxy.\n ws_proxy.onopen();\n\n fig.parent_element = element;\n fig.cell_info = mpl.find_output_cell(\"
\");\n if (!fig.cell_info) {\n console.error('Failed to find cell for figure', id, fig);\n return;\n }\n fig.cell_info[0].output_area.element.on(\n 'cleared',\n { fig: fig },\n fig._remove_fig_handler\n );\n};\n\nmpl.figure.prototype.handle_close = function (fig, msg) {\n var width = fig.canvas.width / fig.ratio;\n fig.cell_info[0].output_area.element.off(\n 'cleared',\n fig._remove_fig_handler\n );\n fig.resizeObserverInstance.unobserve(fig.canvas_div);\n\n // Update the output cell to use the data from the current canvas.\n fig.push_to_output();\n var dataURL = fig.canvas.toDataURL();\n // Re-enable the keyboard manager in IPython - without this line, in FF,\n // the notebook keyboard shortcuts fail.\n IPython.keyboard_manager.enable();\n fig.parent_element.innerHTML =\n '';\n fig.close_ws(fig, msg);\n};\n\nmpl.figure.prototype.close_ws = function (fig, msg) {\n fig.send_message('closing', msg);\n // fig.ws.close()\n};\n\nmpl.figure.prototype.push_to_output = function (_remove_interactive) {\n // Turn the data on the canvas into data in the output cell.\n var width = this.canvas.width / this.ratio;\n var dataURL = this.canvas.toDataURL();\n this.cell_info[1]['text/html'] =\n '';\n};\n\nmpl.figure.prototype.updated_canvas_event = function () {\n // Tell IPython that the notebook contents must change.\n IPython.notebook.set_dirty(true);\n this.send_message('ack', {});\n var fig = this;\n // Wait a second, then push the new image to the DOM so\n // that it is saved nicely (might be nice to debounce this).\n setTimeout(function () {\n fig.push_to_output();\n }, 1000);\n};\n\nmpl.figure.prototype._init_toolbar = function () {\n var fig = this;\n\n var toolbar = document.createElement('div');\n toolbar.classList = 'btn-toolbar';\n this.root.appendChild(toolbar);\n\n function on_click_closure(name) {\n return function (_event) {\n return fig.toolbar_button_onclick(name);\n };\n }\n\n function on_mouseover_closure(tooltip) {\n return function (event) {\n if (!event.currentTarget.disabled) {\n return fig.toolbar_button_onmouseover(tooltip);\n }\n };\n }\n\n fig.buttons = {};\n var buttonGroup = document.createElement('div');\n buttonGroup.classList = 'btn-group';\n var button;\n for (var toolbar_ind in mpl.toolbar_items) {\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) {\n /* Instead of a spacer, we start a new button group. */\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n buttonGroup = document.createElement('div');\n buttonGroup.classList = 'btn-group';\n continue;\n }\n\n button = fig.buttons[name] = document.createElement('button');\n button.classList = 'btn btn-default';\n button.href = '#';\n button.title = name;\n button.innerHTML = '';\n button.addEventListener('click', on_click_closure(method_name));\n button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n buttonGroup.appendChild(button);\n }\n\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n\n // Add the status bar.\n var status_bar = document.createElement('span');\n status_bar.classList = 'mpl-message pull-right';\n toolbar.appendChild(status_bar);\n this.message = status_bar;\n\n // Add the close button to the window.\n var buttongrp = document.createElement('div');\n buttongrp.classList = 'btn-group inline pull-right';\n button = document.createElement('button');\n button.classList = 'btn btn-mini btn-primary';\n button.href = '#';\n button.title = 'Stop Interaction';\n button.innerHTML = '';\n button.addEventListener('click', function (_evt) {\n fig.handle_close(fig, {});\n });\n button.addEventListener(\n 'mouseover',\n on_mouseover_closure('Stop Interaction')\n );\n buttongrp.appendChild(button);\n var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n titlebar.insertBefore(buttongrp, titlebar.firstChild);\n};\n\nmpl.figure.prototype._remove_fig_handler = function (event) {\n var fig = event.data.fig;\n if (event.target !== this) {\n // Ignore bubbled events from children.\n return;\n }\n fig.close_ws(fig, {});\n};\n\nmpl.figure.prototype._root_extra_style = function (el) {\n el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n};\n\nmpl.figure.prototype._canvas_extra_style = function (el) {\n // this is important to make the div 'focusable\n el.setAttribute('tabindex', 0);\n // reach out to IPython and tell the keyboard manager to turn it's self\n // off when our div gets focus\n\n // location in version 3\n if (IPython.notebook.keyboard_manager) {\n IPython.notebook.keyboard_manager.register_events(el);\n } else {\n // location in version 2\n IPython.keyboard_manager.register_events(el);\n }\n};\n\nmpl.figure.prototype._key_event_extra = function (event, _name) {\n // Check for shift+enter\n if (event.shiftKey && event.which === 13) {\n this.canvas_div.blur();\n // select the cell after this one\n var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n IPython.notebook.select(index + 1);\n }\n};\n\nmpl.figure.prototype.handle_save = function (fig, _msg) {\n fig.ondownload(fig, null);\n};\n\nmpl.find_output_cell = function (html_output) {\n // Return the cell and output element which can be found *uniquely* in the notebook.\n // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n // IPython event is triggered only after the cells have been serialised, which for\n // our purposes (turning an active figure into a static one), is too late.\n var cells = IPython.notebook.get_cells();\n var ncells = cells.length;\n for (var i = 0; i < ncells; i++) {\n var cell = cells[i];\n if (cell.cell_type === 'code') {\n for (var j = 0; j < cell.output_area.outputs.length; j++) {\n var data = cell.output_area.outputs[j];\n if (data.data) {\n // IPython >= 3 moved mimebundle to data attribute of output\n data = data.data;\n }\n if (data['text/html'] === html_output) {\n return [cell, data, j];\n }\n }\n }\n }\n};\n\n// Register the function which deals with the matplotlib target/channel.\n// The kernel may be null if the page has been refreshed.\nif (IPython.notebook.kernel !== null) {\n IPython.notebook.kernel.comm_manager.register_target(\n 'matplotlib',\n mpl.mpl_figure_comm\n );\n}\n", + "image/png": 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", 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" ] }, "metadata": {}, @@ -467,7 +455,7 @@ } ], "source": [ - "%matplotlib notebook\n", + "\n", "x1, x2 = np.linspace(-10, 10, 30), np.linspace(-10, 10, 30)\n", "X1, X2 = np.meshgrid(x1, x2)\n", "\n", @@ -502,91 +490,68 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "application/javascript": "/* Put everything inside the global mpl namespace */\n/* global mpl */\nwindow.mpl = {};\n\nmpl.get_websocket_type = function () {\n if (typeof WebSocket !== 'undefined') {\n return WebSocket;\n } else if (typeof MozWebSocket !== 'undefined') {\n return MozWebSocket;\n } else {\n alert(\n 'Your browser does not have WebSocket support. ' +\n 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n 'Firefox 4 and 5 are also supported but you ' +\n 'have to enable WebSockets in about:config.'\n );\n }\n};\n\nmpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n this.id = figure_id;\n\n this.ws = websocket;\n\n this.supports_binary = this.ws.binaryType !== undefined;\n\n if (!this.supports_binary) {\n var warnings = document.getElementById('mpl-warnings');\n if (warnings) {\n warnings.style.display = 'block';\n warnings.textContent =\n 'This browser does not support binary websocket messages. ' +\n 'Performance may be slow.';\n }\n }\n\n this.imageObj = new Image();\n\n this.context = undefined;\n this.message = undefined;\n this.canvas = undefined;\n this.rubberband_canvas = undefined;\n this.rubberband_context = undefined;\n this.format_dropdown = undefined;\n\n this.image_mode = 'full';\n\n this.root = document.createElement('div');\n this.root.setAttribute('style', 'display: inline-block');\n this._root_extra_style(this.root);\n\n parent_element.appendChild(this.root);\n\n this._init_header(this);\n this._init_canvas(this);\n this._init_toolbar(this);\n\n var fig = this;\n\n this.waiting = false;\n\n this.ws.onopen = function () {\n fig.send_message('supports_binary', { value: fig.supports_binary });\n fig.send_message('send_image_mode', {});\n if (fig.ratio !== 1) {\n fig.send_message('set_device_pixel_ratio', {\n device_pixel_ratio: fig.ratio,\n });\n }\n fig.send_message('refresh', {});\n };\n\n this.imageObj.onload = function () {\n if (fig.image_mode === 'full') {\n // Full images could contain transparency (where diff images\n // almost always do), so we need to clear the canvas so that\n // there is no ghosting.\n fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n }\n fig.context.drawImage(fig.imageObj, 0, 0);\n };\n\n this.imageObj.onunload = function () {\n fig.ws.close();\n };\n\n this.ws.onmessage = this._make_on_message_function(this);\n\n this.ondownload = ondownload;\n};\n\nmpl.figure.prototype._init_header = function () {\n var titlebar = document.createElement('div');\n titlebar.classList =\n 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n var titletext = document.createElement('div');\n titletext.classList = 'ui-dialog-title';\n titletext.setAttribute(\n 'style',\n 'width: 100%; text-align: center; padding: 3px;'\n );\n titlebar.appendChild(titletext);\n this.root.appendChild(titlebar);\n this.header = titletext;\n};\n\nmpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._init_canvas = function () {\n var fig = this;\n\n var canvas_div = (this.canvas_div = document.createElement('div'));\n canvas_div.setAttribute('tabindex', '0');\n canvas_div.setAttribute(\n 'style',\n 'border: 1px solid #ddd;' +\n 'box-sizing: content-box;' +\n 'clear: both;' +\n 'min-height: 1px;' +\n 'min-width: 1px;' +\n 'outline: 0;' +\n 'overflow: hidden;' +\n 'position: relative;' +\n 'resize: both;' +\n 'z-index: 2;'\n );\n\n function on_keyboard_event_closure(name) {\n return function (event) {\n return fig.key_event(event, name);\n };\n }\n\n canvas_div.addEventListener(\n 'keydown',\n on_keyboard_event_closure('key_press')\n );\n canvas_div.addEventListener(\n 'keyup',\n on_keyboard_event_closure('key_release')\n );\n\n this._canvas_extra_style(canvas_div);\n this.root.appendChild(canvas_div);\n\n var canvas = (this.canvas = document.createElement('canvas'));\n canvas.classList.add('mpl-canvas');\n canvas.setAttribute(\n 'style',\n 'box-sizing: content-box;' +\n 'pointer-events: none;' +\n 'position: relative;' +\n 'z-index: 0;'\n );\n\n this.context = canvas.getContext('2d');\n\n var backingStore =\n this.context.backingStorePixelRatio ||\n this.context.webkitBackingStorePixelRatio ||\n this.context.mozBackingStorePixelRatio ||\n this.context.msBackingStorePixelRatio ||\n this.context.oBackingStorePixelRatio ||\n this.context.backingStorePixelRatio ||\n 1;\n\n this.ratio = (window.devicePixelRatio || 1) / backingStore;\n\n var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n 'canvas'\n ));\n rubberband_canvas.setAttribute(\n 'style',\n 'box-sizing: content-box;' +\n 'left: 0;' +\n 'pointer-events: none;' +\n 'position: absolute;' +\n 'top: 0;' +\n 'z-index: 1;'\n );\n\n // Apply a ponyfill if ResizeObserver is not implemented by browser.\n if (this.ResizeObserver === undefined) {\n if (window.ResizeObserver !== undefined) {\n this.ResizeObserver = window.ResizeObserver;\n } else {\n var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n this.ResizeObserver = obs.ResizeObserver;\n }\n }\n\n this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n // There's no need to resize if the WebSocket is not connected:\n // - If it is still connecting, then we will get an initial resize from\n // Python once it connects.\n // - If it has disconnected, then resizing will clear the canvas and\n // never get anything back to refill it, so better to not resize and\n // keep something visible.\n if (fig.ws.readyState != 1) {\n return;\n }\n var nentries = entries.length;\n for (var i = 0; i < nentries; i++) {\n var entry = entries[i];\n var width, height;\n if (entry.contentBoxSize) {\n if (entry.contentBoxSize instanceof Array) {\n // Chrome 84 implements new version of spec.\n width = entry.contentBoxSize[0].inlineSize;\n height = entry.contentBoxSize[0].blockSize;\n } else {\n // Firefox implements old version of spec.\n width = entry.contentBoxSize.inlineSize;\n height = entry.contentBoxSize.blockSize;\n }\n } else {\n // Chrome <84 implements even older version of spec.\n width = entry.contentRect.width;\n height = entry.contentRect.height;\n }\n\n // Keep the size of the canvas and rubber band canvas in sync with\n // the canvas container.\n if (entry.devicePixelContentBoxSize) {\n // Chrome 84 implements new version of spec.\n canvas.setAttribute(\n 'width',\n entry.devicePixelContentBoxSize[0].inlineSize\n );\n canvas.setAttribute(\n 'height',\n entry.devicePixelContentBoxSize[0].blockSize\n );\n } else {\n canvas.setAttribute('width', width * fig.ratio);\n canvas.setAttribute('height', height * fig.ratio);\n }\n /* This rescales the canvas back to display pixels, so that it\n * appears correct on HiDPI screens. */\n canvas.style.width = width + 'px';\n canvas.style.height = height + 'px';\n\n rubberband_canvas.setAttribute('width', width);\n rubberband_canvas.setAttribute('height', height);\n\n // And update the size in Python. We ignore the initial 0/0 size\n // that occurs as the element is placed into the DOM, which should\n // otherwise not happen due to the minimum size styling.\n if (width != 0 && height != 0) {\n fig.request_resize(width, height);\n }\n }\n });\n this.resizeObserverInstance.observe(canvas_div);\n\n function on_mouse_event_closure(name) {\n /* User Agent sniffing is bad, but WebKit is busted:\n * https://bugs.webkit.org/show_bug.cgi?id=144526\n * https://bugs.webkit.org/show_bug.cgi?id=181818\n * The worst that happens here is that they get an extra browser\n * selection when dragging, if this check fails to catch them.\n */\n var UA = navigator.userAgent;\n var isWebKit = /AppleWebKit/.test(UA) && !/Chrome/.test(UA);\n if(isWebKit) {\n return function (event) {\n /* This prevents the web browser from automatically changing to\n * the text insertion cursor when the button is pressed. We\n * want to control all of the cursor setting manually through\n * the 'cursor' event from matplotlib */\n event.preventDefault()\n return fig.mouse_event(event, name);\n };\n } else {\n return function (event) {\n return fig.mouse_event(event, name);\n };\n }\n }\n\n canvas_div.addEventListener(\n 'mousedown',\n on_mouse_event_closure('button_press')\n );\n canvas_div.addEventListener(\n 'mouseup',\n on_mouse_event_closure('button_release')\n );\n canvas_div.addEventListener(\n 'dblclick',\n on_mouse_event_closure('dblclick')\n );\n // Throttle sequential mouse events to 1 every 20ms.\n canvas_div.addEventListener(\n 'mousemove',\n on_mouse_event_closure('motion_notify')\n );\n\n canvas_div.addEventListener(\n 'mouseenter',\n on_mouse_event_closure('figure_enter')\n );\n canvas_div.addEventListener(\n 'mouseleave',\n on_mouse_event_closure('figure_leave')\n );\n\n canvas_div.addEventListener('wheel', function (event) {\n if (event.deltaY < 0) {\n event.step = 1;\n } else {\n event.step = -1;\n }\n on_mouse_event_closure('scroll')(event);\n });\n\n canvas_div.appendChild(canvas);\n canvas_div.appendChild(rubberband_canvas);\n\n this.rubberband_context = rubberband_canvas.getContext('2d');\n this.rubberband_context.strokeStyle = '#000000';\n\n this._resize_canvas = function (width, height, forward) {\n if (forward) {\n canvas_div.style.width = width + 'px';\n canvas_div.style.height = height + 'px';\n }\n };\n\n // Disable right mouse context menu.\n canvas_div.addEventListener('contextmenu', function (_e) {\n event.preventDefault();\n return false;\n });\n\n function set_focus() {\n canvas.focus();\n canvas_div.focus();\n }\n\n window.setTimeout(set_focus, 100);\n};\n\nmpl.figure.prototype._init_toolbar = function () {\n var fig = this;\n\n var toolbar = document.createElement('div');\n toolbar.classList = 'mpl-toolbar';\n this.root.appendChild(toolbar);\n\n function on_click_closure(name) {\n return function (_event) {\n return fig.toolbar_button_onclick(name);\n };\n }\n\n function on_mouseover_closure(tooltip) {\n return function (event) {\n if (!event.currentTarget.disabled) {\n return fig.toolbar_button_onmouseover(tooltip);\n }\n };\n }\n\n fig.buttons = {};\n var buttonGroup = document.createElement('div');\n buttonGroup.classList = 'mpl-button-group';\n for (var toolbar_ind in mpl.toolbar_items) {\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) {\n /* Instead of a spacer, we start a new button group. */\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n buttonGroup = document.createElement('div');\n buttonGroup.classList = 'mpl-button-group';\n continue;\n }\n\n var button = (fig.buttons[name] = document.createElement('button'));\n button.classList = 'mpl-widget';\n button.setAttribute('role', 'button');\n button.setAttribute('aria-disabled', 'false');\n button.addEventListener('click', on_click_closure(method_name));\n button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n\n var icon_img = document.createElement('img');\n icon_img.src = '_images/' + image + '.png';\n icon_img.srcset = '_images/' + image + '_large.png 2x';\n icon_img.alt = tooltip;\n button.appendChild(icon_img);\n\n buttonGroup.appendChild(button);\n }\n\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n\n var fmt_picker = document.createElement('select');\n fmt_picker.classList = 'mpl-widget';\n toolbar.appendChild(fmt_picker);\n this.format_dropdown = fmt_picker;\n\n for (var ind in mpl.extensions) {\n var fmt = mpl.extensions[ind];\n var option = document.createElement('option');\n option.selected = fmt === mpl.default_extension;\n option.innerHTML = fmt;\n fmt_picker.appendChild(option);\n }\n\n var status_bar = document.createElement('span');\n status_bar.classList = 'mpl-message';\n toolbar.appendChild(status_bar);\n this.message = status_bar;\n};\n\nmpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n // which will in turn request a refresh of the image.\n this.send_message('resize', { width: x_pixels, height: y_pixels });\n};\n\nmpl.figure.prototype.send_message = function (type, properties) {\n properties['type'] = type;\n properties['figure_id'] = this.id;\n this.ws.send(JSON.stringify(properties));\n};\n\nmpl.figure.prototype.send_draw_message = function () {\n if (!this.waiting) {\n this.waiting = true;\n this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n }\n};\n\nmpl.figure.prototype.handle_save = function (fig, _msg) {\n var format_dropdown = fig.format_dropdown;\n var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n fig.ondownload(fig, format);\n};\n\nmpl.figure.prototype.handle_resize = function (fig, msg) {\n var size = msg['size'];\n if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n fig._resize_canvas(size[0], size[1], msg['forward']);\n fig.send_message('refresh', {});\n }\n};\n\nmpl.figure.prototype.handle_rubberband = function (fig, msg) {\n var x0 = msg['x0'] / fig.ratio;\n var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n var x1 = msg['x1'] / fig.ratio;\n var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n x0 = Math.floor(x0) + 0.5;\n y0 = Math.floor(y0) + 0.5;\n x1 = Math.floor(x1) + 0.5;\n y1 = Math.floor(y1) + 0.5;\n var min_x = Math.min(x0, x1);\n var min_y = Math.min(y0, y1);\n var width = Math.abs(x1 - x0);\n var height = Math.abs(y1 - y0);\n\n fig.rubberband_context.clearRect(\n 0,\n 0,\n fig.canvas.width / fig.ratio,\n fig.canvas.height / fig.ratio\n );\n\n fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n};\n\nmpl.figure.prototype.handle_figure_label = function (fig, msg) {\n // Updates the figure title.\n fig.header.textContent = msg['label'];\n};\n\nmpl.figure.prototype.handle_cursor = function (fig, msg) {\n fig.canvas_div.style.cursor = msg['cursor'];\n};\n\nmpl.figure.prototype.handle_message = function (fig, msg) {\n fig.message.textContent = msg['message'];\n};\n\nmpl.figure.prototype.handle_draw = function (fig, _msg) {\n // Request the server to send over a new figure.\n fig.send_draw_message();\n};\n\nmpl.figure.prototype.handle_image_mode = function (fig, msg) {\n fig.image_mode = msg['mode'];\n};\n\nmpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n for (var key in msg) {\n if (!(key in fig.buttons)) {\n continue;\n }\n fig.buttons[key].disabled = !msg[key];\n fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n }\n};\n\nmpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n if (msg['mode'] === 'PAN') {\n fig.buttons['Pan'].classList.add('active');\n fig.buttons['Zoom'].classList.remove('active');\n } else if (msg['mode'] === 'ZOOM') {\n fig.buttons['Pan'].classList.remove('active');\n fig.buttons['Zoom'].classList.add('active');\n } else {\n fig.buttons['Pan'].classList.remove('active');\n fig.buttons['Zoom'].classList.remove('active');\n }\n};\n\nmpl.figure.prototype.updated_canvas_event = function () {\n // Called whenever the canvas gets updated.\n this.send_message('ack', {});\n};\n\n// A function to construct a web socket function for onmessage handling.\n// Called in the figure constructor.\nmpl.figure.prototype._make_on_message_function = function (fig) {\n return function socket_on_message(evt) {\n if (evt.data instanceof Blob) {\n var img = evt.data;\n if (img.type !== 'image/png') {\n /* FIXME: We get \"Resource interpreted as Image but\n * transferred with MIME type text/plain:\" errors on\n * Chrome. But how to set the MIME type? It doesn't seem\n * to be part of the websocket stream */\n img.type = 'image/png';\n }\n\n /* Free the memory for the previous frames */\n if (fig.imageObj.src) {\n (window.URL || window.webkitURL).revokeObjectURL(\n fig.imageObj.src\n );\n }\n\n fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n img\n );\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n } else if (\n typeof evt.data === 'string' &&\n evt.data.slice(0, 21) === 'data:image/png;base64'\n ) {\n fig.imageObj.src = evt.data;\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n }\n\n var msg = JSON.parse(evt.data);\n var msg_type = msg['type'];\n\n // Call the \"handle_{type}\" callback, which takes\n // the figure and JSON message as its only arguments.\n try {\n var callback = fig['handle_' + msg_type];\n } catch (e) {\n console.log(\n \"No handler for the '\" + msg_type + \"' message type: \",\n msg\n );\n return;\n }\n\n if (callback) {\n try {\n // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n callback(fig, msg);\n } catch (e) {\n console.log(\n \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n e,\n e.stack,\n msg\n );\n }\n }\n };\n};\n\nfunction getModifiers(event) {\n var mods = [];\n if (event.ctrlKey) {\n mods.push('ctrl');\n }\n if (event.altKey) {\n mods.push('alt');\n }\n if (event.shiftKey) {\n mods.push('shift');\n }\n if (event.metaKey) {\n mods.push('meta');\n }\n return mods;\n}\n\n/*\n * return a copy of an object with only non-object keys\n * we need this to avoid circular references\n * https://stackoverflow.com/a/24161582/3208463\n */\nfunction simpleKeys(original) {\n return Object.keys(original).reduce(function (obj, key) {\n if (typeof original[key] !== 'object') {\n obj[key] = original[key];\n }\n return obj;\n }, {});\n}\n\nmpl.figure.prototype.mouse_event = function (event, name) {\n if (name === 'button_press') {\n this.canvas.focus();\n this.canvas_div.focus();\n }\n\n // from https://stackoverflow.com/q/1114465\n var boundingRect = this.canvas.getBoundingClientRect();\n var x = (event.clientX - boundingRect.left) * this.ratio;\n var y = (event.clientY - boundingRect.top) * this.ratio;\n\n this.send_message(name, {\n x: x,\n y: y,\n button: event.button,\n step: event.step,\n modifiers: getModifiers(event),\n guiEvent: simpleKeys(event),\n });\n\n return false;\n};\n\nmpl.figure.prototype._key_event_extra = function (_event, _name) {\n // Handle any extra behaviour associated with a key event\n};\n\nmpl.figure.prototype.key_event = function (event, name) {\n // Prevent repeat events\n if (name === 'key_press') {\n if (event.key === this._key) {\n return;\n } else {\n this._key = event.key;\n }\n }\n if (name === 'key_release') {\n this._key = null;\n }\n\n var value = '';\n if (event.ctrlKey && event.key !== 'Control') {\n value += 'ctrl+';\n }\n else if (event.altKey && event.key !== 'Alt') {\n value += 'alt+';\n }\n else if (event.shiftKey && event.key !== 'Shift') {\n value += 'shift+';\n }\n\n value += 'k' + event.key;\n\n this._key_event_extra(event, name);\n\n this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n return false;\n};\n\nmpl.figure.prototype.toolbar_button_onclick = function (name) {\n if (name === 'download') {\n this.handle_save(this, null);\n } else {\n this.send_message('toolbar_button', { name: name });\n }\n};\n\nmpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n this.message.textContent = tooltip;\n};\n\n///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n// prettier-ignore\nvar _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\nmpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis\", \"fa fa-square-o\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o\", \"download\"]];\n\nmpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\", \"webp\"];\n\nmpl.default_extension = \"png\";/* global mpl */\n\nvar comm_websocket_adapter = function (comm) {\n // Create a \"websocket\"-like object which calls the given IPython comm\n // object with the appropriate methods. Currently this is a non binary\n // socket, so there is still some room for performance tuning.\n var ws = {};\n\n ws.binaryType = comm.kernel.ws.binaryType;\n ws.readyState = comm.kernel.ws.readyState;\n function updateReadyState(_event) {\n if (comm.kernel.ws) {\n ws.readyState = comm.kernel.ws.readyState;\n } else {\n ws.readyState = 3; // Closed state.\n }\n }\n comm.kernel.ws.addEventListener('open', updateReadyState);\n comm.kernel.ws.addEventListener('close', updateReadyState);\n comm.kernel.ws.addEventListener('error', updateReadyState);\n\n ws.close = function () {\n comm.close();\n };\n ws.send = function (m) {\n //console.log('sending', m);\n comm.send(m);\n };\n // Register the callback with on_msg.\n comm.on_msg(function (msg) {\n //console.log('receiving', msg['content']['data'], msg);\n var data = msg['content']['data'];\n if (data['blob'] !== undefined) {\n data = {\n data: new Blob(msg['buffers'], { type: data['blob'] }),\n };\n }\n // Pass the mpl event to the overridden (by mpl) onmessage function.\n ws.onmessage(data);\n });\n return ws;\n};\n\nmpl.mpl_figure_comm = function (comm, msg) {\n // This is the function which gets called when the mpl process\n // starts-up an IPython Comm through the \"matplotlib\" channel.\n\n var id = msg.content.data.id;\n // Get hold of the div created by the display call when the Comm\n // socket was opened in Python.\n var element = document.getElementById(id);\n var ws_proxy = comm_websocket_adapter(comm);\n\n function ondownload(figure, _format) {\n window.open(figure.canvas.toDataURL());\n }\n\n var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n\n // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n // web socket which is closed, not our websocket->open comm proxy.\n ws_proxy.onopen();\n\n fig.parent_element = element;\n fig.cell_info = mpl.find_output_cell(\"
\");\n if (!fig.cell_info) {\n console.error('Failed to find cell for figure', id, fig);\n return;\n }\n fig.cell_info[0].output_area.element.on(\n 'cleared',\n { fig: fig },\n fig._remove_fig_handler\n );\n};\n\nmpl.figure.prototype.handle_close = function (fig, msg) {\n var width = fig.canvas.width / fig.ratio;\n fig.cell_info[0].output_area.element.off(\n 'cleared',\n fig._remove_fig_handler\n );\n fig.resizeObserverInstance.unobserve(fig.canvas_div);\n\n // Update the output cell to use the data from the current canvas.\n fig.push_to_output();\n var dataURL = fig.canvas.toDataURL();\n // Re-enable the keyboard manager in IPython - without this line, in FF,\n // the notebook keyboard shortcuts fail.\n IPython.keyboard_manager.enable();\n fig.parent_element.innerHTML =\n '';\n fig.close_ws(fig, msg);\n};\n\nmpl.figure.prototype.close_ws = function (fig, msg) {\n fig.send_message('closing', msg);\n // fig.ws.close()\n};\n\nmpl.figure.prototype.push_to_output = function (_remove_interactive) {\n // Turn the data on the canvas into data in the output cell.\n var width = this.canvas.width / this.ratio;\n var dataURL = this.canvas.toDataURL();\n this.cell_info[1]['text/html'] =\n '';\n};\n\nmpl.figure.prototype.updated_canvas_event = function () {\n // Tell IPython that the notebook contents must change.\n IPython.notebook.set_dirty(true);\n this.send_message('ack', {});\n var fig = this;\n // Wait a second, then push the new image to the DOM so\n // that it is saved nicely (might be nice to debounce this).\n setTimeout(function () {\n fig.push_to_output();\n }, 1000);\n};\n\nmpl.figure.prototype._init_toolbar = function () {\n var fig = this;\n\n var toolbar = document.createElement('div');\n toolbar.classList = 'btn-toolbar';\n this.root.appendChild(toolbar);\n\n function on_click_closure(name) {\n return function (_event) {\n return fig.toolbar_button_onclick(name);\n };\n }\n\n function on_mouseover_closure(tooltip) {\n return function (event) {\n if (!event.currentTarget.disabled) {\n return fig.toolbar_button_onmouseover(tooltip);\n }\n };\n }\n\n fig.buttons = {};\n var buttonGroup = document.createElement('div');\n buttonGroup.classList = 'btn-group';\n var button;\n for (var toolbar_ind in mpl.toolbar_items) {\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) {\n /* Instead of a spacer, we start a new button group. */\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n buttonGroup = document.createElement('div');\n buttonGroup.classList = 'btn-group';\n continue;\n }\n\n button = fig.buttons[name] = document.createElement('button');\n button.classList = 'btn btn-default';\n button.href = '#';\n button.title = name;\n button.innerHTML = '';\n button.addEventListener('click', on_click_closure(method_name));\n button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n buttonGroup.appendChild(button);\n }\n\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n\n // Add the status bar.\n var status_bar = document.createElement('span');\n status_bar.classList = 'mpl-message pull-right';\n toolbar.appendChild(status_bar);\n this.message = status_bar;\n\n // Add the close button to the window.\n var buttongrp = document.createElement('div');\n buttongrp.classList = 'btn-group inline pull-right';\n button = document.createElement('button');\n button.classList = 'btn btn-mini btn-primary';\n button.href = '#';\n button.title = 'Stop Interaction';\n button.innerHTML = '';\n button.addEventListener('click', function (_evt) {\n fig.handle_close(fig, {});\n });\n button.addEventListener(\n 'mouseover',\n on_mouseover_closure('Stop Interaction')\n );\n buttongrp.appendChild(button);\n var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n titlebar.insertBefore(buttongrp, titlebar.firstChild);\n};\n\nmpl.figure.prototype._remove_fig_handler = function (event) {\n var fig = event.data.fig;\n if (event.target !== this) {\n // Ignore bubbled events from children.\n return;\n }\n fig.close_ws(fig, {});\n};\n\nmpl.figure.prototype._root_extra_style = function (el) {\n el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n};\n\nmpl.figure.prototype._canvas_extra_style = function (el) {\n // this is important to make the div 'focusable\n el.setAttribute('tabindex', 0);\n // reach out to IPython and tell the keyboard manager to turn it's self\n // off when our div gets focus\n\n // location in version 3\n if (IPython.notebook.keyboard_manager) {\n IPython.notebook.keyboard_manager.register_events(el);\n } else {\n // location in version 2\n IPython.keyboard_manager.register_events(el);\n }\n};\n\nmpl.figure.prototype._key_event_extra = function (event, _name) {\n // Check for shift+enter\n if (event.shiftKey && event.which === 13) {\n this.canvas_div.blur();\n // select the cell after this one\n var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n IPython.notebook.select(index + 1);\n }\n};\n\nmpl.figure.prototype.handle_save = function (fig, _msg) {\n fig.ondownload(fig, null);\n};\n\nmpl.find_output_cell = function (html_output) {\n // Return the cell and output element which can be found *uniquely* in the notebook.\n // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n // IPython event is triggered only after the cells have been serialised, which for\n // our purposes (turning an active figure into a static one), is too late.\n var cells = IPython.notebook.get_cells();\n var ncells = cells.length;\n for (var i = 0; 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Ys2YNX/nKVxLiPhYrZiQOHTqUYukfPnwYTdNSouMrKioynpfjx4+n/J3r2Cb7HjCWRoZ74nRd5ze/+Q3Lli1LTMKuuuoqAP7617+Out/Nmzdz8cUX5zSGY8eOZcxAgKH78J3vfCcHDx7kqaeeYunSpTntMxv5HO8999yTeP/666/nzjvv5MCBAxmD7Qp1vJkw3LVj9aLt2rUrLSBP0zSeeeaZRFAtTPz1XbVqFc8++2zactIrr7ySeH8s5HK8brd7wq9voY+3YOIuyzL//Oc/sdlsiZl8Ni699FIqKyt5/PHH2bdvHxs2bEh5aEqSlGZlfPe73x239ZPrfo2Z6vCHtCRJvOc97+Gxxx5j9+7dabP77u7urBHP2Zg3bx7vfe97+eEPf0h9fX1KKqEkSVx22WX88Y9/pLm5OXFDdHZ28thjj3H++eePaQ01X4p1PTLxzDPP8KUvfYk5c+Zw0003ZdxGVVWCwSA+ny/xWm1tLdOnT09xa2W7jmPle9/7Hpdddlni7+9+97sAKZ6CefPmEQgE2LlzZ8KL097ezu9///uUfeU6tsm+BwwX/1NPPcWdd96ZeP2BBx5g+/btKemK+VCINUpVVbnuuuvYsmULf/zjH7O6TPNhrMd76NAh/H5/Vm9TIY63q6srbalKlmV+9rOf4XQ6xzSx6erqoru7O2EdGnznO9+hp6eHFStW5L1PKMzxXn311XzjG9/gkUce4T//8z+BoQJgP/nJT9i4ceOYJrVjPd6JuL6FPt4xi/vf/vY39u/fDwydsMcee4xDhw7x6U9/etSHjdVq5d3vfje/+tWvCIVCfOMb30h5/4orruDRRx/F5/OxdOlStmzZwlNPPUVVVdVYh5vXfo2Z2Wc/+1muv/56rFYr73znO3G73dx///08++yzbNy4kdtvv52lS5fi9/vZvn07Tz31VM6umWQ++9nP8uijj3LgwIG05Ywvf/nLPPnkk5x//vl8+MMfxmKx8MMf/pBYLMbXvva1sZ+MPCjW9TDuIUVR6Ozs5JlnnuHJJ5+kvr6eP/3pT4lAkuEMDg4yc+ZMrr76alauXInH4+Gpp57itddeS/EujHQdx8KxY8e48soreetb38qWLVv4+c9/zo033pji4rv++uu56667eNe73sXHPvYxwuEwP/jBD1i4cGEiBz/fsRXrHhAEgQsvvJDnnnsu6zZVVVVcddVV/OEPf+Cmm27ivPPO46WXXuKXv/wl//qv/5p1AjYahVij/I//+A/+9Kc/8c53vhO/358mvMPTcot1vJFIhPe+973cfffdKRPOZApxvB/60IcYGBjgTW96EzNmzKCjo4Nf/OIX7N+/n29+85tp7uJcjnfXrl0A/POf/+TDH/4wixcvZuvWrfzjH/8AhpYiXnnllbR0y9EoxPFu3LiRa665hrvvvpuuri7mz5/PT3/6U5qbm/mf//mftO2LdbwTdX3zPd5RySu2Xs+cCudwOPRVq1bpP/jBD3RN09K2zRT6/+STT+qALgiC3tLSkvJeX1+ffuutt+rV1dW6x+PRL7/8cn3//v16fX19SoqWrmevHpbpu/PZ75e+9CV9xowZuiiKafvp7OzUP/KRj+h1dXW61WrVp06dql9yySWjplCMlAJ2yy236EDGCnXbt2/XL7/8ct3j8egul0u/+OKL9c2bN+d0HkZ675ZbbtHdbnfa9sNT8nI9b/mmwhn/bDabPnXqVP0tb3mL/uCDD+oDAwNZP3Ps2DE9Fovpn/rUp/SVK1fqXq9Xd7vd+sqVK/Xvf//7aZ/Ldh3zuW+Mbffu3atfffXVutfr1SsqKvQ77rhDj0Qiad/5z3/+U1++fLlus9n0RYsW6T//+c/TUuFGGlumMYznHsi0v8HBQR3Qr7/++rTxD6evr09///vfr1dUVOh2u11fvXr1iKlmH/rQh/QvfOELo+53vFx44YUjphwlU6zjjcfj+jve8Q79xhtvTHn2FYNf/vKX+qWXXqpPmTJFt1gsekVFhX7ppZfqf/zjH9O2zfV4v/3tb+uSJOl/+ctf9Hnz5ukOh0N/y1veou/atUufN2+ePnPmTH3btm0pn5mo66vrQxXa/vM//1OfOnWqbrfb9fXr1+t///vf07Yr1vFO5PXV9dyPNxfyFncTE5Mzn7/85S+6IAj6zp07C77viXz450oxjldVVf26667Tr7jiCl2W5YLttxDkery33XabvmDBgrz2fSZf33yOt5Svby4UNKDOxMTkzODZZ5/l+uuvH/OaaiYURUFRFFRVRVEUotEoVqt1zGlphaQYx/uhD32I9vZ2/vGPf6TEypQCuR7vrl27cl6rPxuubz7HW8rXNycme3ZhYmJydmAsCyT/+8lPfjLZwyoKzc3NiSVJt9ud+PfCCy9M9tByRtM03ePx6HfffXdO25/p1zef4z0brq+g62NIfjUxMTExOaM5evQo8+bN49FHHx2xJ8jZwhvteE1xNzExMTExOcsoWMtXExMTExMTk9LAFHcTExMTE5OzDFPcTUxMTExMzjJMcTcxMTExMTnLMMXdxMTExMTkLMMUdxMTExMTk7MMU9xNTExMTEzOMkxxNzExMTExOcswxd3ExMTExOQswxR3ExMTExOTswxT3E1MTExMTM4yTHE3MTExMTE5yzDF3cTExMTE5CzDFHcTExMTE5OzDFPcTUxMTExMzjJMcTcxMTExMTnLMMXdxMTExMTkLMMUdxMTExMTk7MMU9xNTExMTEzOMkxxNzExMTExOcswxd3ExMTExOQswxR3ExMTExOTswxT3E1MTExMTM4yTHE3MTExMTE5yzDF3cTExMTE5CzDFHcTExMTE5OzDFPcTUxMTExMzjJMcTcxMTExMTnLMMXdxMTExMTkLMMUdxMTExMTk7MMU9xNTExMTEzOMiyTPQATk7MJXdfRNA0AURQRBGGSR2RiYvJGxBR3E5MCoes6siwTjUZRVRVJkrBYLFgsFiRJMsXexMRkwhB0XdcnexAmJmc6mqYRj8fRNA1FUVBVFUEQ0HUdXdcRRRFRFE2xNzExmRBMcTcxGQe6rqOqKrIsJ0RclmU0TUMUxcQ2ye56AEEQEEURq9WasPAFQTDF3sTEpCCYbnkTkzFiuOFVVQVIiPlwDNEeLvaqqqIoSuL94W58U+xNTEzGiinuJiZjwLDWDQvdEOFcHGHZxF5RFGRZzir22SYPJiYmJsMxxd3EJA8MEVYUBShMRHw+Ym+48U2xNzExGQlT3E1MckTTtIS1Dpnd8IVwo48m9sZ3J1v1ptibmJgkYwbUmZiMghEMl8kNnwljHb5YYpscoGf8fE2xNzExSca03E1MRiBT0NxkB7llsuw1TSMYDLJjxw7OPfdcBEFIEXsjGt/ExOSNgSnuJiZZMKx1wwovVXE01uNFUSQejyNJUmLs8Xg8MRkwxD45Gt/ExOTsxBR3E5NhJKep5eKGLxWMMRpib5C8rGCIvSiKaQF6Z8IxmpiY5IYp7iYmSYzXDT84OMju3bsBqKiooKKiAp/PN6nr37mK/fA1e1PsTUzOXExxNzE5Rbbc9VzQdZ3W1lb2799PXV0dNpuNQCBAW1sbiqLg8/kSYu/1eosq9rqujzj2ZLE3AvKM8rmxWMwUexOTswBT3E3e8Oi6TiQSQVEUrFZr3sIuyzJ79uyhr6+PNWvWUFZWhqqqzJw5E13XCYfD9PX10dfXx4kTJ9B1nfLy8oTYezyegqXQjfUzptibmJxdmOJu8obGcE8fPHgQXddZsmRJXqIVCARobGzE5XKxadMm7HZ7IhcdhsTT7XbjdrsTYh8MBhNif+zYMQRBoKKiIiH4brd70oQzk9gb/2KxGPF4HMicemeKvYlJ6WCKu8kbkuR1Z6Phi9HJLdfPNzc3c/jwYebNm8ecOXNy+qwgCHi9XrxeL7NmzUqksPn9fnp7ezly5AiSJCWs+oqKCpxO56SKfbLgDxf7ZMs+uQnOmRKEaGJytmKKu8kbjuFBc4aAJXdtG4l4PM6uXbsYHBxk3bp1VFRUjHksoihSVlZGWVkZMORJGBgYoK+vj87OTg4ePIjNZksIfXl5OU6nc9TjK5awjiT20Wg0sY0h9mZ7WxOTycEUd5M3FNly10VRzKnpi9/vp6mpifLycs477zysVmtBxyeKIuXl5ZSXlzNnzhxUVSUQCNDX18fJkyfZv38/drs9xbK32+0FHUM+jCb2+/btY86cOXg8HrOXvYnJBGKKu8kbgtFy1wVBGFHcdV3nyJEjHDt2jEWLFlFXVzch4iRJEpWVlVRWVgKgKEpC7FtaWti7dy8ulysRhT/ZDBf7/v7+xBJIsmWfqeOdKfYmJoXDFHeTs55cctdHEvdoNMrOnTuJRqNs3Lgx4ULPRjFFymKxUFVVRVVVFTAUqd/f35+IxAd47bXXqKysTLjxLZbJ/ZkbBXOSLXtN04jFYkSjUURRTAvQM8XexGR8mOJuclZjpHSNlrueTdy7u7vZuXMnNTU1rFmzZtKFcjhWq5WamhpqamqIx+O89NJL1NfXEwgEOHz4MJFIBI/Hk7Jmn1zQptgMP6fJlr3xvuFVUVU1a+qdKfYmJvlRWk8qE5MCkdx33YiGH62wS7IQaZrGwYMHaWlpYenSpcyYMWMihl0QampqmDp1KgCxWCyRdnfgwAFisRhlZWUJsS8rKyu62I923jO1tzWWUJJ72Q+vi2+KvYlJdkxxNznr0DQNRVHyKiErimIiWj4cDtPU1ISmaTQ0NODxePL6/lISHbvdztSpUxNiH4lEEmI/GdXzRmO0Xvam2JuY5IYp7iZnDcNz1/N54BuWe0dHB7t372b69OksWrRoQl3Y4yWXY3U6nTidTqZPn55SPa+/v5+WlhY0TUsT+/GIZi4ZCCORj9gnN8Exe9mbvNExxd3krCDZDQ/pa7u5fN5o+rJ8+fKEpXs2k6l6XigUSlj2x48fB0gplTuW6nmFtKhHE3vIXD3PFHuTNxqmuJuc8STnric/+HMlGAxy9OhRFEXhvPPOw+VyjWs8huBMFmP9bkEQ8Hg8eDwe6urqEhOevr4+ent7OXr0KKIopgTnuVyuEcW72Ochm9gbHe/AFHuTNyamuJucsYy377qu65w8eZJ9+/ZRWVmJLMvjFvazCUEQEtXz6uvr0TSNwcFB/H4/nZ2dHDp0CIvFklYqN9N+JnLMw8U+ub2tpmn09PQwY8YM041vclZjirvJGcl4+64risKePXvo7e1l1apVqKrKsWPHijXcCaHYIiqKIj6fD5/Pl6ieZ5TKbW9v58CBA2nV8yab4b3so9EoBw4coLa2NmUJJ9myt1gsZnCeyRmPKe4mZxy55q5nY2BggMbGRpxOJ5s2bcLhcNDZ2TmprvQzkeQGN5C5eh7A0aNHqampoby8HJvNNplDTmAI+HDL3rD6hwfomWJvcqZhirvJGYPhhk/u5JavG/7EiRMcPHiQuXPnMnfu3MTnRys/azI6marnvfjii4iiSHNzM8FgELfbnbJmX+ja/KMxPItiuGVvir3J2YIp7iZnBIYbfseOHVRVVTFz5sy8HrDxeJzdu3czMDCQsZPb2STupXIcRjW/uXPnYrfbicfjiVK5R44cIRwO4/V6E2Lv8/mKXgFwtI55yWJvnMdMYm/2sjcpdUxxNyl5DGtd07TEv3wepn19fTQ1NVFWVsamTZsyuobPJnEvVWw2G7W1tdTW1gLZq+cZqXc+n6/gdQbyaYeb3ADH+CycXhbKVirXFHuTUsAUd5OSZXjuuuGGz7Xvuq7rHD16lKNHj7JgwQLq6+vzri0/FibrwV5qgjLa+cxWPa+/v599+/Yhy3JaqdzxRrWPp9f9SGIfi8VGTL0rtWtjcvZjirtJSWK4Qg0hNx7qufZdj8Vi7Ny5k0gkwoYNG/D5fCNun1x+1qSw5Cpsw6vnJZfKbW1tRVXVlII6Ho8nb7Efj7gPJ1nsh/eyHy72xnq9xWIxm+CYTAimuJuUFMkBTZmi4XMR4Z6eHnbu3ElVVRWrV6/OaR3XdMsXnvGcT0EQcLlcuFwuZsyYkbF6nq7ricA8Q+xHE81CinumMScLfrLYJ/eyN8Te7HhnUkxMcTcpGcbbd13TNA4fPszx48dZsmQJM2bMyLu2fCGY7Ad1qU1SCnE+MlXPCwaDCbE/duwYoiimWPaZqucVU9wzjdkUe5PJwhR3k5IguYTsSA+3bJZ7JBKhqakJRVHG3Mmt1ETRJDuCIOD1evF6vcyaNStRPa+vr4/u7m4OHz6cVj3P4XDkHYxZ6DFnE/v9+/djsVioq6tL63hnir3JWDDF3WRSybeEbKaAus7OTnbv3s2UKVNYsmTJmCKsCy3uk/EwLjUBmMjJUnL1vNmzZ6NpWqKgjlE9z2az4Xa7UVWVaDSKw+GYsPFlIlnsZVlOCLmmaQnLXhTFtAA9U+xNcsEUd5NJYywlZEVRTGyvqioHDhygra2NZcuWMW3atDGPJZ8ofJP8mAwhSm5wA0P3SiAQoK2tDVVV2bJlCw6HI8Wyn8zqebqup9S4T7bsVVVNTEhMsTfJFVPcTSaF5Nz1fB5OoigiyzKhUIjGxkZEUWTTpk3jbviSaxT+mUCpHEepjAOGxLKyshJN0wiFQqxduzZRUOf48ePs2bNnUqvnGb+DZLJ1vDPE3sizN9z4yXXxTbE3McXdZELJlrueK4IgEAwG2bx5M3V1dSxcuLAgHb0K5ZbXNI1Dhw7h9/upqKigsrKyIPnZZzKlJDRGQJ3FYqG6uprq6mpgyC1u5NgfPXqUUCiE1+tNBOiVl5cXtXpeLrEAo/WyN94fvmZviv0bE1PcTSaM4bnr+T50FEWhq6uLwcFBVq9enah0VgiMcYwnmjoajdLY2IiiKEybNo2BgQF2796Nqqr4fD4qKytzTtkyKQ7Zrq/Vak2rnmdY9ocOHSIajaaVyi1k9bxMlvto5CP2ZnvbNx6muJsUneTc9eGNO3JlcHCQxsZGNE2jqqqqoMIO4xf37u5udu7cyZQpU1i0aBGqqiZStoz8bL/fn0jZMkSisrIyYw/08RxDqVBKbnmDXK+v3W5nypQpTJkyBRiauBlpd/v27SMej+Pz+RJWvc/nG5doGo2QxkOuYj+8ep4p9mcnpribFJXhQXP5Cruu67S0tHDgwAFmz56N1WrF7/cXfJzGmPK1oHRd5/DhwzQ3N7N06VJmzJiBpmkpx5ucn22kbPn9fjo7Ozl48GCiB7ph2ZdKW9RCUUqTjrFO3hwOB9OmTWPatGkp1fP6+/s5efIkiqIkxL6iogKv15vXfTQWy300som90QQHMpfKNcX+7MAUd5OikWvuejZkWWb37t309/ezZs0aqqqqaGlpKUpUe/IDMFdisRhNTU3EYjHOPfdcvF5vTt9jpGzNmTMHVVXTArs8Hk9KYFe+a72lYjGXyjiSKUQRm0zV88LhcMKyP3HiBLqup5XKHel7JyL/fjSxNy37swtT3E0KTr6565no7++nqakJj8fDeeedl7Bmi5WyluyWz4Xe3l527txJZWUla9asGXOwlSRJKT3Qjbaofr8/sdZrNE8ZLTivlCzkZEppXIVwfw9HEATcbjdut5uZM2dmrJ4nCEJK2t3w6nnFGFcu4x4u9saEXJZlgMR/y8rKUqLxTUofU9xNCoqu6/T396NpGi6XK29h13Wd5uZmDh8+zPz585k9e3ZabfliWIS5intyp7lFixZRV1dX0Ifd8Laoyc1Tdu3ahaZpeVmEJqlMRPnZTNXzgsEgfr+fnp6eRPW85OtoeLcmEyP4zkDXdVpbWxkYGGDJkiWJiUCmaHyT0sMUd5OCYfS5bm5uRhAElixZktfnY7EYu3btIhQKsX79esrLy9O2KVb3tlzEPR6Ps3PnTsLhMBs3bqSsrKzg4xjO8E5powXnlRLGuSylh/9E1pY3EEWRsrKyxP2iaRoDAwP09fUl4i50Xef48eNEo9FEqdzJxjhPFosFq9WaYtkbbnxD7JOj8Uvper+RMcXdZNwYbngjGl6SpEQee64Ybu6Kigo2bdqUtYBIMS33kVz+fX19NDU14fP5aGhomNACJwa5BOcBHD58mJqamrMyOG+8TIa4D8docFNeXp6Iu3jppZew2WycPHmS/fv343A4Uix7u90+KWNN9igkW/bJveyHi73Zy740MMXdZFxomoaiKCklZCVJSkTj5vL5I0eO0NzczOLFi5k5c2beteULRaZCNsnLBAsWLKC+vr5kHlaZgvOef/55JEkqWHDeeCgFIR1OKY7JEMBZs2bh8XhQFCVRF7+lpYW9e/ficrlS1uwnanKpaVrGfP7kBjiQKvbxeDxRPc8U+8nDFHeTMTFS7nqurvNoNEpTUxPxeDyvaPOJEndZltm1axcDAwNZlwlKCePBOXv2bJxO57iC885WJrMr3Egkp8JZLJaUIEtZlhMZFceOHWP37t0TNmnTNC2nfZtiX3qY4m6SN8NLyA7PXc9FgLu6uti1axe1tbWsXbs254dTMVuzJu87EAjQ2NiIx+Nh06ZNZ6R7e7KD887WVLhCY0yUs43LarVSU1NDTU0NMBT7YVzHw4cPE4lEEtXzDHd/oarnqao6pns/k9gb/2KxWEqevbFeb7FYzCY4BcQUd5O8SM5dT06jSWYkcdc0jQMHDtDa2sqyZcuYPn16Xt9fbMtd0zROnDjBgQMHmDdvHnPmzDnjHjbZRDXf4LxCVM4rtXNXquIO5OxFsdlsKdXzYrFYQuwPHDhALBZLeGiMUrlj9dBkc8vnS7IBMLyXvdHe1nieWK1Ws+NdATDF3SQn8sldzybA4XCYxsZGADZt2oTb7c57HMVecz948CDBYJC1a9eWXPR5IckUnDc8gttutyeq5o0lOM+03HMjX3Efjt1uZ+rUqUydOhVI9dC0tbWNq3pesVL08hX7bdu2sWzZsrP6N1loTHE3GZV8+65nEvf29nb27NnDjBkzWLRo0ZgfGMWKlh8cHEwU79i0adOkRSdPFpkiuI31+uHBeZWVlfh8vrzWYkuFUhR347dSKBEd7qFJrp5nVHg0rrUh9tnOSaEs99EYTexvuukmfvrTn3LxxRcXfSxnC6a4m4yIERCTT6W5ZHFXVZV9+/bR2dnJOeecM+6GL8Vwy7e2trJv3z4kSWLRokVntLAXSrgyVc7L5Po1LPszJTivlMW9GOPKVD3PWI4xSh4DKbEXbrc7MZbJKq4zPEA3HA6PydP3RsYUd5OMDM9dz2ftSxRFVFVlcHCQpqYmLBYLmzZtKtgabqEsd1VV2bt3L93d3axevZq9e/cWZL9nI8PXeQ3Xr9/vp7W1NSU4r7KyErfbbbrlc6SY4j6c4csxuq4zODhIX18fvb29HD16NCX2QlGUkjhfoVAIj8cz2cM4ozDF3SSNfN3wwxEEgXg8ztatW6mvr2f+/PkFm/0bbvnxPqSDwSCNjY1YrVY2bdqEw+EoaiT+RDIRx5ApOM/v9yfStURRxOv1JjqoFaqt7XiZjBruo5Hv5LmQCIKQqJ5XX1+fFnsRDoc5cOAA3d3dCcGf6GupKArRaNQU9zwxxd0kBcNaH2vDF0VROHbsGPF4nHXr1lFdXV3Q8RkP5vGsBba1tbFnzx5mzZrFggULUipwFUoYS8HamSiSrUGjlvrAwAAdHR1omsbWrVvHHZxXKEpR3IvR7nWsDI+9eOmll6ivr0eWZdrb2zlw4ECiRfFEVc8LBoMAOdXBMDmNKe4mQHru+liE3cgNt9lsWK3Wggs75N+9LRlVVdm/fz8dHR2sXLkybf2/kOv5k1VXvRQmFYZASJJEd3c3DQ0NBAKBcQfnFYJSdcuX2pgMjNa1hrCOVj2vvLy84BO3cDgMYFrueWKKu0kid32sUbtG04tDhw4xb948qqurefXVV4sx1BTLPR+MNDxBELKu/58tbvlSY3jFtckMzitFcS9Fb4LB8IC6bNXz+vv7aW5uJhgM4vF4EvEX5eXl4y6VGwqFcDgcExK1fzZhivsbmOQSsmN1w8fjcXbt2sXg4CDr1q2joqKCUChU1Fx0yE/cOzs72bVr16hpeKa4F5Zs53IswXmFEuRSFPdScssnYzwfRhpbpup5RqncI0eOEA6HE9XzjII6+XppgsFgQe+BNwqmuL9BGW/QHIDf76epqYny8nLOO++8xAzdcG8X40Gaj1veqIZ38uRJli9fnijyMdK+zwZxL6VjyOX65xKcZwj9eAO6THHPHWMCnY/FPLzk8UjV88rLy/H5fKPuPxQKmWlwY8AU9zcgqqoSjUYTFaDyfdjpus6RI0c4duwYCxcuZNasWWm15Y3tiiHuuayNRyIRGhsb0TSNhoaGnB4OZ4u4lwpjOZfZgvP6+vpSArrGGpxXquJeamOCwhTXyVY9r7+/n3379iHLckqp3ExLMoa4l+I5KmVMcX8DYeSuDwwM8NJLL3HZZZfl/YOJRqPs3LmTaDTKxo0bKSsrS9smeV28WKUrRxKO7u5udu7cyZQpU1iyZEnOlkehSttO5kOo1B6A4x3P8OhtI6BrrMF5pSjupbrmPhbLfTSGe2mSS+W2traiqmrKer3L5TIt9zFSeneUSVEw3PCyLKfkiudDd3c3mzdvxuFwsGnTpozCDmMPesuVbJa7pmkcPHiQxsZGlixZwvLly/N6MBWytG2pCcjZghHQtWDBAjZs2MD5559PfX09qqpy4MABXnzxRbZt28axY8fo7+9Pu09KUdxL1S1vNIcq1vkSBAGXy8WMGTNYvnw5559/PuvWraOqqopAIMDvf/976urq+MpXvpJYAhztmfK9732P2bNn43A42Lhx46iBvb/5zW9YvHgxDoeDFStW8Ne//jXxnizL3HXXXaxYsQK328306dO5+eabaWtrS9nH7NmzE+fJ+Hf//feP/cQUCNNyfwMwPHfdsGxyfahomsahQ4c4ceIES5cuZcaMGSNuPxnibvSGl2WZhoaGMaXNmG75wjIR5zLf4DxDsEqJUnbLT2SE+vDqeUuXLmXBggV87WtfY/fu3Zx//vnY7XYuvvhi7rnnHlasWJHy+ccff5w777yThx9+mI0bN/LAAw9w+eWXc+DAgYxlrzdv3swNN9zAfffdxxVXXMFjjz3GVVddxfbt21m+fDnhcJjt27fz+c9/npUrV9LX18fHP/5xrrzySl5//fWUfX3xi1/k9ttvT/xdCjn5prifxWTLXTd+sKqqjhq5Gg6HEzPmXEXTmL0WM2I+WTh6e3tpamqiuro6r97wo+33TKWUjmGiRWu42zcYDCbcvseOHUPTtMR9ORnV1jJRypb7ZI7LYrFw3nnnccEFF1BTU8PPf/5zXn/9dZ599llcLlfa9t/61re4/fbbufXWWwF4+OGH+ctf/sKPf/xjPv3pT6dt/+CDD/LWt76VT33qUwB86Utf4sknn+Shhx7i4Ycfxufz8eSTT6Z85qGHHmLDhg2cOHGCWbNmJV73er2jBuxONKV3R5kUBKPhiyHsye615KYQI9HR0cHmzZvx+Xyce+65eVnDxey7nhyNf/jwYbZv386CBQtYsWLFuIqhFErcjU5cxTr+M4XJnmQIgoDX62XWrFmsXLmSCy64AJfLhc1mo729na1bt7J582b2799PZ2cn8Xh8UsZZymvupTAuo6681WqloaGBz3zmM8ybNy9lm3g8zrZt27j00ksTr4miyKWXXsqWLVsy7nfLli0p2wNcfvnlWbeHoUJdgiBQXl6e8vr9999PVVUVq1ev5utf/3riuTuZmJb7WUZy7rqxvjjcejKs92ziY1Rya29vzymFLBNG85hiIIoisViM119/nUgkkjWwL18K4W1QFIXdu3fT0dGBJEkJd3BlZSVOp7PolmypuXdLaTyiKCJJUsKNryhKIic7U3CeUWWv2JSKiA5not3y2TDy3Eeip6cHVVUTyzMGU6ZMYf/+/Rk/09HRkXH7jo6OjNtHo1HuuusubrjhhpTnzcc+9jHWrFlDZWUlmzdv5u6776a9vZ1vfetbuRxe0TDF/SxieO76SMEw2cQ3GAzS1NSEKIps2rQpo/srF4ppuRttZI2ZcqFKl47Xcjea0dhsNjZt2pSoxNbd3c3hw4exWq0JoZ/M+uoTxWRb7plIDqizWCxUV1cnyiQb18vv9ydysn0+34hpWoWgVNfcJ9stbxAOh6moqJjUMciyzLXXXouu6/zgBz9Iee/OO+9M/P8555yDzWbjQx/6EPfdd9+kto82xf0swbDWjR/kaA+L4Za7ruucPHmSffv2pTVUGQvFEHdd12lubiYSiSQibAv5UBxPtHxHRwe7du1i1qxZzJ8/H0VRsNvtiW5bqqrS39+fksLl9XoTQl9eXl6wB2kpiWqpidZI0fKZgvOMYjrJwXnGNStU7rVpuY9MLu1eq6urkSSJzs7OlNc7Ozuzeh6nTp2a0/aGsB8/fpxnnnlmVC/hxo0bURSF5uZmFi1aNOK2xcQU9zMcI3ddUZS8SsgmW+6KorB37156enpYtWpVopTkeBjJ7T8Wksvcejweqquri1IgJ19hNNLvWltbOeecc5gyZUrGfUiSlFZf3e/34/f72bt3L4qiJISj0CVXTU6Tz/q20+lkxowZzJgxIyU4z+/3J/qeJxfTGWtwXqmuuZeK5R4KhUaNPrfZbKxdu5ann36aq666Chj6bT799NPccccdGT/T0NDA008/zSc+8YnEa08++SQNDQ2Jvw1hP3ToEM8++2zi9zsSjY2NiKKYMUJ/IjHF/QxmPCVkDfEdGBigsbExkbvucDgKMrZCWu6BQIAdO3bg9XrZtGlTovJcoclX3GOxGI2NjYn0u3wKbdhstkTlLqPkqiEcx44dS1uvz9W9V0oTglLyIBiMNc/dCM4zAvSM347f709UznM4HCnr9bkuu5iW+8jkWsTmzjvv5JZbbmHdunVs2LCBBx54gFAolIiev/nmm5kxYwb33XcfAB//+Me58MIL+eY3v8k73vEOfvWrX/H666/zyCOPAEPCfvXVV7N9+3aeeOIJVFVNrMdXVlZis9nYsmULr7zyChdffDFer5ctW7bwyU9+kve+972TvpRgivsZihENP9aGL4Ig0NHRQWdnJ3PnzmXu3LkFd3GPV4B1XefEiRMcPHiQ+fPnpxSLKJa457rfvr4+GhsbqaysHFf6nfG9yfm9mqYlqrC1trayb98+3G53QugnKtCrEJTSZAMKV8QmuXIekBKcl9wdLXnZJds1KxURHU6pWO7hcDinTJ3rrruO7u5u7rnnHjo6Oli1ahV///vfE8ssJ06cSDmeTZs28dhjj/G5z32Oz3zmMyxYsIA//OEPLF++HICTJ0/ypz/9CYBVq1alfNezzz7LRRddhN1u51e/+hX33nsvsViMOXPm8MlPfjJlHX6yMMX9DMNwwxvR8GPt5BaJRIhEIqxdu5bKysqCj3O84m5Enff19SW6zSXvuxhWYS4R/sntbTPV1S/UOAxX77x585BlOWOglyH2Xq93XGPQtVZE+U/o6lF069vBcnFBjulsstxHI5/gPOOaFbtM83gplXHlEi1vcMcdd2R1wz/33HNpr11zzTVcc801GbefPXv2qPfwmjVr2Lp1a05jm2hMcT+D0DQNRVHG1cmtr6+PpqYmBEFg9uzZRRF2Y2xjFXdjqcDpdHLeeeeluTeLFYk/mlt+pAlHvvvKB6vVmtJpKxwOJwK9Tpw4AZCwEHMtK6zL27DGv4NAOxK9CJw6n/GnUWMiilCPIq1DsL4LQVoy5rGfrZb7aOQTnBePx8eclVJMSsGjYCxZlULFtzMNU9zPAHLJXc9lH0ePHuXo0aMsWLAAv99f1IfcWARY13VaW1vZv38/c+bMYd68eRnHWKxKciPtNxQKsWPHjkSa22SmuLhcLlwuFzNnzkTTNAYHB/H7/XR0dCDLMrt376a6ujoh+MlLBrr8J8T4w9j1fixCbOg1XUdBR9N1BMGOhIydYyAfQ5b/gIqELCzEYn0LFsvVSFJucRlvJMt9NEYKzvP7/QQCAUKh0LiD8wqJqqqTLu4wNJktxclPqWOKe4kzvITsWIQ9Fouxc+dOIpEIGzZswOfzMTAwUNQKavmKe3LE/po1a0aMSp1oy72jo4Pdu3dTV1c37hTBQiOKIj6fD5/Px5w5c3jppZeYOXMmsViMI0eOEIlE8HpdzJ3xNJWefyAJUWwISIKc2IcgCFiRQABQGVBV4qg4BBCJIwKS9hqh6FZiwpfRqcft/l8s0rRRx/dGtdxHYnhwXmNjIy6XC4vFMu7gvEKiaVpJ1GIwLfexYYp7CZOcu270Mc+Xnp4edu7cmVbwpZgV5Iz95yrARvEXq9WaU8T+RIm70TCnpaVlzJX6JhqjNKbP5wMgEvwpdu0hJCFCRLFjkzTsImSqPK3pGoO6il3QsSES0jXsp3RQFATcWAnpMqLQTDB0OXbHd3HaLpy4gysApSDuw9F1HY/Hw/Tp04HxBecVklIIqIvH48TjcVPcx4Ap7iXIWHPXk9E0jcOHD3P8+HGWLFnCjBkzUvZR6Dz04eQqwG1tbezZs4f6+nrmz5+f08OkWG755DHHYjGampqIx+N519UvBXRdR4nchUP/OzFUJN2K16phEUDTdUKaiqy4sFliuAQdDQhpCg5R4JQJjxuJkO7GLgwAIAo6LqyEsCARIRa9g7hyOz7Xx7KOodQoVXFPvu/HE5xXSEphzT0UCgGccb+/UsAU9xJD13UCgQCxWCxR7jLfh1EkEqGpqQlFUTj33HMzznpFUSxqc4PRxN0oIdvZ2Zl34ZxiW+5GmltFRQVr1qwpWHnbiULTg8RDHwDtKBoKNgQEQcQiDImtKAi4BcAWASCi6fgVqLUO70EAbkL4NQtl4tC9Igk6bl0moInYxDgx+RFaBw4zs+w7GcdSikJaamMaLSo9OThP1/VEW9tiV84rBcvdEPd8akiYDHFmPbXOcozc9fb2dgKBAKtXr857H52dnezevZspU6awZMmSrDNvSZKK2gVrJAEOhUKJKk6bNm3KO3iomEsKoVCI119/nQULFlBfX19yQjAaFqkHp/AfWLVBhoYuIOtOfGL28xXQdCosCn7VSaWUek8IAlSK+jCBB58oMqAJ2EUZXXuS4wMfZJb3hynnqxQt91Ks457PmARBSARUDg/O6+3t5ciRI1gslkRg3niC80ohFS4UCuFyuSZ9HGcipriXAMNz1y0WS97ipWka+/fvp62tjWXLljFt2sjBThOx5p5p8mAEp82YMYNFixaN6UdbDLe8oii0tbURDodZv379pFeXGguaFmLJwq9gF0OJ12TdfkqUM4tHr6onRNsrRjgpO5hhlVO2EQSoknR61VSB94gCfk3EKWgI+sscG7iR2d6fIYrWpM+WjpAa90wpjQnGV342U+W8QCBAX19fxuC8iooKrFbr6DumNNzyRo57qV2zMwFT3CeZTCVk8xX3UChEU1MTQM6d3CZ6zV3TNA4cOMDJkydZsWJFWqvF8ex7vBhpboZ788wUdpVg6D14rcnCLmIRVAQhs3CENR0rqUJea4lmFHgYEvguxUFctRLVFQQphKZb8Os6VgEswmEO9b+H+eW/RhIdJWe5l6q4F9JCTi6ABKnBeceOHWP37t05B+eVgls+HA6bLvkxYor7JGJY68OD5iRJylncjYC0uro6Fi5cmPOPsdiWe/LkIRKJ0NjYiK7r42oja1BIy72zs5Ndu3Yxc+ZM3G531l7OY2Gi1nd1Xac/dCM+TgIQ1SWiOBH1OG5i+FUADyBTJuhYRAFVGwqqc2e4XWotUdoVF9MssZTX/aqbkB4gLMRwSUMWvCjIxBUXCAqyHkNWe9nT926WlP+yuAc9Bt4I4j6cTMF5RjGdM6FyXjAYxOVyldw1OxMwxX0SGJ67PjxoLhfhVRSFffv20dXVxcqVK/PuQFRsy92o097V1cWuXbuYOnUqixcvLoibrxCWu5HmduLECVasWMHUqVNpa2sr6jkpFv7QR/DoBwnjIKxGcUkxVE3BJQoIAgxlKgcBCOkQUSRimkCNJfuxVkthupRyai2DAByX7QiCH6sIqFbgdDBmhRSmX3VgFTWs0iB9ssTrXe9CbPs0WtxLJBIpiaIshrhPtmANZyLjAIY3LBopOE9RlEk/V7m0ezXJjCnuE4yRu26ISKYfz2hu+cHBQRobG7HZbJx33nlj6uRWbMtdEAQGBwdpampi2bJliRzeQu17PCJspLnFYjEaGhoSD49ipdgVk/7wl1CVRgaFOHYhjOvU3Cmu2xMV6JKRBLChoos67YqHaZZw1n1XSP2cVGqI6IM4xIHE6z4pSo/ixCdFARAFsAqnz5vbEmJAsyPU/Tfqgf9k69atOByOlMY3ua77FpJStdwnq+XraMF5iqKwc+fOhAu/srKyYF0jcyWfuvImqZjiPkEkl5AdLXc9m1te13VaWlo4cOAAs2fPZv78+WN+UBXTco9Goxw/fpx4PJ4inoViPI1jRkpzO9PEPRD9X3pjf6FG7CP5NohoEjVSurAbDOrlOIVevNIArYqTmZb09XUDvxJGEi0Mf6R7RBlFFxLpdV4pRo/iwi4q2AQZh+AjJkQQ5z/CuVWPMzAQwu/3J1XN8ybE3kj5LDalKu6l4P6G9OC8Z555hoULFxIKhVKC85J72Bd7kmauuY8dU9wngHz7rmcSd6NmeH9//6jlWXMhn3X9fDAq4rndbqxWa1FcamOtW2+0j82W5nYmiXtf9Enawt+nQtQYfiup2BCFzGmOQU3CRl/i73IpQovsos6avn2L7MItDRDRHSlCDuAQFXoUFz4pknitTIwR1iUkAdxCD1HVB5YeGkN3s6H6gcS6bzQaTaz77tq1C03TEmJRWVlZtDXWUhR3Y9JfSmMCEr+v8vLyRPBrpuA8r9ebuHbFqJxnuuXHjinuRSa5hGyuBWkMq9oIyOrv76epqQm3252xS9pYKHTEua7rHD58mObmZpYsWYLVauXIkSMF238yY6lbv2fPHvx+/4jd3IrVJ77QRJU22sL3IhDDK0ZT3gtrFmrE7PULBjQf5VJ3ymsVljAtspO6pAj5oGZFJoxNAJcQZUCroVLqSvlcpRQhrLkTqXc2USWqlgNDOfZuUSakw6DcyPb+B1hT/gkAHA4H06dPZ/r06QlXsN/vp6enhyNHjmC1WhNWfUVFRcHqm5fixK2U4wCAFLEeT3DeWDHFfeyY4l4kxlNC1vhBKYpCa2srhw8fZv78+cyePbtgM/xCWu7JjWmMinjd3d1FE8p8LGwjzc1qtdLQ0DDimuGZYLnrus7x4MfR9UGqLTYgOmwLK0IWq31Qs+EVezK+V2GJcCjuY4EthKZDqyLhkU7v2yn0EtXsOMTT7n5R0AlrnKpVP4RH7KVL8eCW4jjFMBG5CpsUpTX6N1yDc1nsvTLle5NdwfX19aiqSiAQwO/3c/z4cfbs2ZNI3aqsrMTn843ZOhxrR8ViUqrinuxlzEYuwXnJxXTGkq9uivvYMcW9COTrhh+O8fDasWMHkUiE9evXU15eXtAxFiqgzu/309TUREVFRVpjmmKJe677Tk5zyyVNcDxr+RPFscHPIKsHsQoWXMJQJLumQa/uIqSCW5IZlO24RYlKIYwl6ZD7VTdVlkiWPcM0a4BDcR86Ah4pkPKeRdDoV304xFTrvdYapDVexhTr0FhEAWzCaa+TR+pnQPfgkwZpGvwRMx3n4rFmz+yQJCkh5HDaOvT7/ezbtw9ZllNKrXo8npx/W6VaehZKT9yNpYJcx5Vv5bxcg/NCoVDCU2CSH6a4F5hsuev50Nc3tCZqlGctRtCKJEnouj7mB56u6xw7dowjR46waNEi6urq0tL5Jstyz5TmVoj95jO+YohIV/j3hJUnEdColERimoBfswEWLEIUSbTiEmU4VZimWxcJynZEJNyCnQops9WejEuM0irbE1H3yZRL3fQqNVRZUt36lVKEmCZiF4eud6UlTEu8nHJLGJuoYlHtqEKIcssAT/u/wL9M+UHOxzzcOgyHwwmxP3bsGKIoJiYDlZWV2O32rPsqZXEvtXGNt4BNrpXzRgvOMy33sWOKe4EYLXc9FzRN48iRIzQ3NyOKIgsXLixaNKrxw1VVNe/GKPF4nF27dhEMBhP94TPtfzIs92xpbrlQym75sHyCzuhXkYgDLnqUCFZBwiIogIKqDwW0JWMRNMpPBbwdj9lwi17qbYMjfk+n4sAmKsQ0CXuGevQCIWRdSEl9c0kyLfFypopD1n5ck1CQOB6vxCtGKZN66ZR9uCwxwspRGgd+yaqyG/I+B4Ig4Ha7cbvd1NXVpQjGyZMn2bdvH263O6UPevK9bYp77hQ6gj9b5TxjkpYtOM/s5T52SssXdIZiNHwxhH0slls0GuW1116jo6ODc889F6vVWtTgLsP1n+939Pf3s3nzZgRBYNOmTRmFHYpvuWfad39/P1u2bMFms40pBa+Uxf3I4CeQCBPWrEhCHLuoICYJbFy3pUSzJxPTrFRYBrCLEY7Fy7J+R59ajkOM4BAVOpTM23mlCL1Ket+C6dYAByI17I7OYF+8lqBup1f1cFKtZG9sKn6tim7ZQ7kU5mDw1wTk8VcCNARj7ty5rFu3jgsuuIA5c+ag6zoHDx7kxRdfZPv27TQ3NzMwMICqqiUnokaOe6mNS1XVotaVN4LzFi5cyMaNGznvvPOoq6tDlmX279/Phz/8YS644AL27NlDe3v7qB0sv/e97zF79mwcDgcbN27k1VdfHXH73/zmNyxevBiHw8GKFSv461//mnhPlmXuuusuVqxYgdvtZvr06dx88820tbWl7MPv93PTTTdRVlZGeXk5t912G8FgcOwnpcCY4j5OVFUlHo+nrFHl+0Pt6uri5ZdfxuVy0dDQgNfrLVqqmkGy5Z4Luq7T3NzMa6+9Rn19PatXrx7Rq1Bsyz1ZhI00t9dee43Zs2ezcuXKMbVpLWS0fCEnCSfDv0PUjxDRLGh4sWYoTuMUsz+I22U3FkFHEnRcYpgjsczC3Ro/fe9WSGE645knRz6pk0H1dMW5uCaxOzqVXt2DLuiIp/bhEWNohrUsROiSq2iOVWIV4jzn/3LOx58rVquV2tpaFi1axKZNmzj33HOZMmVKouhTY2MjiqJw8uRJIpHssQcTSankuA9nosdlt9uZOnUqS5YsYdOmTdx55528613vIhgM8p3vfIeqqiquvPJKHnroobTf1uOPP86dd97JF77wBbZv387KlSu5/PLL6erqyvhdmzdv5oYbbuC2225jx44dXHXVVVx11VXs3r0bGMqt3759O5///OfZvn07v/vd7zhw4ABXXpkaDHrTTTexZ88ennzySZ544gleeOEFPvjBDxbnBI0BQS9VU+UMIRaLJYR9LG74AwcO0NramlbF7eWXX2bBggV5l5XNh3/+85+cd955oxaJMHLsA4EAK1euzKmxSiQS4fnnn+fyyy8vuFUSCATYtm0bb37zm1FVlT179tDb28vKlSsTgVhjYXBwkFdeeYVLL710XOMzCuUY68FVVVVpLuJcUbQYu/suQ9cHGcSJFwGf5E/Zxi+7mGnP7G7XNOhRnXiSWrlqOgSUChY6Tq/Bt8TLYJhbv1d2U2ftQ8rwjO9Tqqm1djOo2jkUr0IUdXRdIKY5sCXtJyCXI56Kuld0NwOqgKBrSAIsd7+bhsob8z4nY0HXddra2jh8+DBer5dAIDDhBVkyMTAwQFNTExdccMGEf/dIdHd309zczPr16ydtDLqus3btWr797W8zY8YMnnrqKVpaWvjOd76Tst3GjRtZv349Dz30EDD0XK2rq+OjH/0on/70p9P2e9111xEKhXjiiScSr5177rmsWrWKhx9+OONYXnvtNTZs2MDx48eZNWsW+/btY+nSpbz22musW7cOgL///e+8/e1vp7W1taAVOceKueY+TsY6uw2HwzQ2NgJDndyGC2yxLfdcv2NgYIDGxkZcLhebNm3KOefYOC/FWOc0LHejL7zFYhk1zS0XxuuWT64gOG/ePGw2G319fRw6dIhoNIrP50uIfa5R3vsHvoxImAAedF3AOyxHfWjg2e/BTtWTUmgGhiLayy197I5UsdzZC8CAJlE2bDdV1hDH4tXMd6QH4lVYejgRn0OvqiCKxnKUTp9sY4r9tLgLQgRdHzq3FiGEgA9dgLAmsT/8dxZ6LqTKNmPU8zBejGhuq9XKmjVr0tZ89+zZM2lV80rRci+FjnAwFFDn8/lYvXo1q1evTns/Ho+zbds27r777sRroihy6aWXsmXLloz73LJlC3feeWfKa5dffjl/+MMfso4jEAggCEIia2nLli2Ul5cnhB3g0ksvRRRFXnnlFd71rnflcZTFwRT3cTIW4Wpvb2fPnj0j9jSfCHEfyXWeLFRz585l7ty5Y0rnK8ZDQhAEVFVly5Yt4+oLn2m/YxV3TdPYu3cvXV1drF27Fq/Xi6qqCc9LJBKht7c3kb+dHOVdVVWVcdLUFztIXHmGoO5BEKKgWRCH/WIjqpVp1oG0zybGpXuAdBe0IMAUWz+7IlV4RJWyLDXmyy1hBlUbXik1dz6kujged+C19qe8XmULEtdEbKci58ssMdpiZXhPVcBzCAIRfajgTVvMxj96HuLG6fdlHX8hSRbS4QVZotEofX19+P3+RNU8I+WumFXzTLf8yITD4RG7SPb09KCqaloL6SlTprB///6Mn+no6Mi4fbaOkNFolLvuuosbbriBsrKyxD6Ge1UtFguVlZUF7Sw5HkxxHyf5/OBVVWXfvn10dnaO2tNckqRRg0jGS7YJRHJFt7GWuk1uG1lIdF3n+PHjaJrGihUrmDYtPbhrrIxV3KPRKDt27EDXdRoaGnA6nchyar12p9PJzJkzmTlzZiLK2+/309rayr59+xKFWqqqqvD5fIiiyP7Be4npdiQhgqYL1FgCad89qDmpEoYXshmiV3biy2TpJzHV1s/eSC1zpcxr0HZRoT3uS/EYaLrA7kgNbusAAbkcX5LAD4m2j6lJUfkO8fR97JT6GYhVYJVk3JY4hyLdPNn9G95Sc82I4ywEI3mRHA4H06ZNY9q0aSk52sOr5hmR+IWqmlcqIjqcYgfU5YLhnZvMaHlZlrn22mvRdZ0f/CD3FM5SwBT3CcLokGaxWNi0adOoLTCL3ZIVMlvuRvCR3W5n06ZNI+YNj4TxEC3kMcTjcZqamhLBULnmr+eKIe75LCX09fWxY8cOampqWLp0aU4PxOS0oHnz5qUUatmzZw+qqqJP24Fe3oVFHDpWVbPhsJwWybBq4YRcgSQIHI7VMs3ixy2lTgY7ZC9zHL0jjqVDLsNpUQirTlxZBH6aLUBr3MdM29DkojE0A9epUrW6ni5M5ZYwqj7UgQ6g0hqmI16G2zJkvbslkThgF1VEVF4aeIalnnOZ4awb9dyNh1yv6/Ac7eSqeSdOnGDv3r0Fq5pXinXloTQmHUYG0kjiXl1djSRJdHZ2prze2dmZ9fkwderUnLY3hP348eM888wzCavd2MfwgD1FUfD7/QV/Lo2V0psynmUY7u2tW7dSW1vLhg0bcuptPRlr7idPnmTr1q1MnTqV9evXj1nYgUTmQKHE3UjBs1gsrF27Fih8rfDkOIHRMCL0X3/9debNm8fy5cvH/IA3CrUsXbqU8847j5WrlxL2vIzlVM12AJ84ZAl3KdXsjk6jUytDQ6TSGsQuRejRXOyMTKExPI3WWBURVaLWOnJOO0BAdWATVY7ERg6SFLEiayLHIlVIltP3TJm1n6CSGlXvkmR6ZM+wz2tJ7/ciq0PnyiOBjsKP2x4u+mR2rPEfRtW8+fPns2HDBs4//3xmzZqFLMvs27ePF198kR07dnD8+HEGBwfzui9Ldc1d07RJt9xDoaH7f6SUVpvNxtq1a3n66acTr2maxtNPP01DQ0PGzzQ0NKRsD/Dkk0+mbG8I+6FDh3jqqafSvJcNDQ309/ezbdu2xGvPPPMMmqaxcePG3A+yiJiW+zgZ6WGhKAq7d+/G7/ezevXqvMooToRb3hDf5OWCVatWUVNTU9D9j4fktX+jvr5xXgptXRjXcrSHs6qq7N27l+7ubtauXTuuCP1MY2iS/wer5XTntohqJ6jb6da8OESZslPiKpBUEVDQqbAOrZvrwKuhOqotIeYMi6xPJqjacVmGgt+mOwIci1ZltfS9lgF2haahSUKiEp1BTHXisaTm97qGNa+ptgbplT04LAqiAC7JhkwEhxRCUCqQhR5+cvLn3FZ38yhnaOwUKrgzW9W8vr6+RAGqXHugl4KFnIlSCKgLBoOJQMiRuPPOO7nllltYt24dGzZs4IEHHiAUCnHrrbcCcPPNNzNjxgzuu28otuPjH/84F154Id/85jd5xzvewa9+9Stef/11HnnkEWBI2K+++mq2b9/OE088gaqqiXV0Y0lmyZIlvPWtb+X222/n4YcfRpZl7rjjDq6//vqSiJQHU9yLRiAQoKmpCafTyXnnnZe3FSxJEvF49u5ehUCSJMLhMFu3bkWSJM4777xxR5wnM15xN9Lcenp6UkQ0VxHOl1z2a6yvw1CWQyHPF0BnZC/HI9uZ4xiyWiKamwFVpNoaStlO1YeavWRFENBEgUORahY4M5ed7VYqsSUF0ukCKcFww+nTXPgs6ev7ZVY/UdWBI6nRjM8apS/uw5dUc17VJWBoYuaWeuiRPVhEHYcYJaLbOBjZTtPAWlaWLct+XOOgGJkbmarmDQwM4Pf7aWtr48CBAzidzoQLf3hKZCm75UvBcs+l2cx1111Hd3c399xzDx0dHaxatYq///3viZimEydOpExUNm3axGOPPcbnPvc5PvOZz7BgwQL+8Ic/sHz5cmDIg/mnP/0JgFWrVqV817PPPstFF10EwC9+8QvuuOMOLrnkEkRR5D3veU9amt5kYop7gTECvg4dOsS8efOYM2fOmF2BxXZTxuNxjh49yqxZs3JqrJIv4xH3cDjMjh07kCQpTUSLFaw3mrj7/X4aGxvzWl/Pl7/7H6HKMiSIQdVGj+JhmjXdmo5oDsqs6QF2AGHVSrUtiCToqILIntA0lrnbU7ZRdRGE1KA/nzXKgchUVrhTK3EBdMe92K0KJ6PlzHWljkcSdAZkX4q4A0RVHV9S6niVdZBBzY1VlBEFHbvgRCVMuTVCKGrDLkb48cmfcb/rXpyW0Zeu8mUiys+Kokh5eTnl5eXMnTsXWZYTKXfJKZGGVV8KFnImxlKWutAEg8GcO8ndcccd3HHHHRnfe+6559Jeu+aaa7jmmsxBnLNnz87JcKisrOSxxx4bdbvJwhT3AmLUXB8cHByxb3guFHPNXdM09u/fz+DgINOmTWPx4sVF+Z6xintXVxc7d+7MmuZWLMs925q7sb5+8ODBjE1yMjEWEdkW+AsRtYUyWz8h1YZfqUIghkVIP4dOMXu0dme8jFr7kJtcEjTcthiNwRms8pxMbHMyNgNbhhS6KY4BOmJepg4ritOhTEWUIrgtcRRNwCKmniOX1Edcs2BLioyf5hygO+qhyj7kHbCKGv0RGzVO+dRn/ARUF6Kg4RLjRLHhklQePPEjPj33Y6OdrryZjNryVquVmpqaxFJXJBJJBE+2tLSgaRoWi4WTJ09SWVmZUzzORFAKywWjpcGZjIwp7uPEeFgYrU99Pl9exV6yUaw19+TiObW1tUV9mOQr7rquc+jQIY4fP87y5cuzprkZ1QCLZbkn7zd5fX28E7aRkLU42wb+QK01Tliz0qX4sAhxXBl6syu6gFvMHgUvDqsxLwo6FfYw2wbrWOttAaBfVanKUJBNEnRCVKBqg4nKdMfCVXAqkt5lkTkZq6DembqWb5cUuiJTmepKtfojauqXTLUPENUsWEUdq6igxd2IlkHKrRHaYlYs4iAnIi3sGtjPirLCTjpLoXGM0+lkxowZibaoBw8epL+/n87OTg4ePIjdbk+48Cerah6Uhls+H8vdJB1T3MeJruscPnyYY8eOsXDhQmbNmlWQm7EYlrthEU+fPp3Fixezf//+orr+8xF3I80tGo1y7rnnjprbWsza9YblHolE2LFjR6JJTqHX15N5qvfHqHofbjFCp1KORdDQdPBlKC6j6j4sQmeGvcCgYqdy2Po8DBWtqXEGeXWwnlnWAaoc6dsYlFn97AlN5xzvkFB3KmW4pdMufEuWNXmHpQ9VF5GSPA0zXP0MyvbTRWwkmUMDNZTZYjhEBa+ln0FNwiKCW9KI6AIWQebn7b/lfu9nC/pgL7X1bUEQsNlseL1eli5dmqia19fXl+iUVlZWlhB6o/7BRFAKywVmu9fxYYr7OIlGo3R3d7Nx48aUPMjxUsg1d03TOHjwYKKGvWERi6JY9OY0uRxDIBBgx44d+Hw+GhoaclrrK0YHN8MjoOt6Yn29traWpUuX5v2gy0dEeuNtNEdfwiNBh+zCeko8rYKEmGE3MUXN+svtktNd6slMdQ6wrX8qqyrS19WTqbCH6ZcdtEfLcdtT1+bLrFGOhyqod/cNez1GT6yGWsfpiYck6PTJLuKaBb8ylS4FIpodf/z0tYvFy6iwdVPrGCQar8Bni9Ad7ef3nf/k3VMvH3Gc+VAKlvtwkt3fw6vmxWKxhAu/ra0NVVUnpGqeMa5SsdzPBoylPZfLlVii6e7upqenh9mzZxfFg2qK+zhxuVyce+65Bf+RFcotH41GaWxsRFVVGhoaUn4sxU63G23ykCnNLdfzWEzLvbW1lePHj7N48WLq6opbWAXg7z3fR9ViCKKeEHYAQUuPTI+rNmrt2V3ymXqwJ6NoIm67QlukjOnO7GVrXRaZI8FqVEHCSYYqhmR58OupngZFE+mMlxEVbUjCUBl8lygTiNlxWIf2K0kK7XI5nXEvdlR8zigWMc4zvZu5rPpNeAoUXFeK4j5Snrvdbk+pmhcKhfD7/fT29iaq5hmBeYWsmgelYbmHw+GzRty7u7u56667uOWWW3jb295Gc3MzV1xxBXv37mXJkiX89a9/pb6+vqDfWXphmmcgxXhgFMIt393dzcsvv4zH4+Hcc89N+6FMpuWuqiq7du3i8OHDrF27Nu+sgmKIu3EuWlpaWLdu3YQI+97BVxhQD6HiQkxq5RpRpERQXDJ9cQ9Slr7t/bInkeuejRPhChwWlS7Zh6qNfL5jui2ltWsytc4g7eF0T1W1I4Q/NmR5hhUrrw/MBquFkJyaCqolPXosUhhdk9AEiRA2WoNlVNhiRPVBfnD8tyOOMR9KUdxzDVwTBAGPx8OsWbNYtWoVF1xwAUuWLMFms9HS0sJLL73Eq6++yuHDh+nt7R3377oUAurOBre84V1sb2/nhRdeoKGhgVgsxqOPPoooiuzcuZMlS5Zw7733Fvy7Tcu9ABTDRTwecTfiAJqbm1m6dCkzZmTuulXsdLtsAjxSmluuFPqcG+vrQM5tbUfCKGM7Gi/1/5SgYqXamnqtNT1VhHrjLvzKNAJxBb9iY5q9nxmO1FS4tkgZ9Z6Ry81GNBsOolQ5wuwanMkqX0vWbQd1J0HFQS3pkwyAQdXBNNKt/7CiIgoe9kWmIFqGjsNrsQCnJy8+W5yYJiaC/1yShYiuIgowoDjoCNspt8rsCe1mZ+A45/jGb9WUqriPxf1tVM0zaj/E4/FE45v9+/cjy3KiC2FlZWXOXQgNSqG2fDAYPOPF3aC/vx+r1Up5eTknT57k1Vdf5d/+7d9Yvnw5V1xxBQ888EDBv9MU9xJlrOIei8VoamoiFouNGpg2GZZ7V1cXu3btYvr06ePq5lZIy723t5fGxkamTp1KJBKZsAjl7YHnUXQ/Ec2LVUjtJFVjDRJWnRyJVKIgUWaNoglRprrCiAKEcbI7XEkgJuGVosxxduO1jlDUhiFL2ms/7eovs0fpi3upsKWv0beGy3FYVWyWEANxD2W2dIGf4hqgN+akyp76vW6Lzt7gPCTb6aA9qzTIYNyG0zq0DCQKKoMRBz7XkOBbpEE02TZUvc4axy/bUTUnNinMj1r+wHd9Hx/lbI5OqYp7ISxkm83GlClTmDJlSqJqniH2RtW8ZBf+aBPqUrDcw+FwQeOYJhOLxYLL5eLZZ59N1EExBL2vr68owbqmuJcokiSh63peP7Le3l527txJZWUla9asGTUwrdj165MFONmbsGzZsnGXaCxEKlxywSFjfb2rq6vgXphsvDbwW3plN2WSmJK+1hF1IwpleKxR3DYZGApo64/b8LpOu93tUoTaU2nAO8MzsOo2Ku3Hsn5fS6QCr+N0cJxV1GiJ1GQU9w7Zh8OmIQpwMujNKO6iAN2xshRxl1WJnYO19MckpiYtAQsCRJLEHcCeVKNeFFQcmou4FMYmaRCHAU0H2UeZvY0/tb3GldPXZz22XChFcS9GbfnkqnlGF8J8quZBaQTUhUKhgnZ9nEyWLFnCZZddxq233orb7eaSSy5h3rx5dHV1cejQobRKeIXAFPcCUAy3vPFjyyWwRdd1jh49ytGjR1m8eDEzZ87M6SFWbLe8sf/kbm65pLnlgiiK4zrnRmnb3t7elPz1YlzLTLza/zxRNYyMiF3oT7zeEiknrluY4UyvPmcVsk/EQoqTae4BXvHPYWNlZoFXM4TYVDgDNPlnsrKyNWlfHmxWFU7Vrq9yBxmI2ymzxdI+X+saJKjY8ZyqUb/NPwvJAR4hiqoJSEnFbrz2WIrA+hxR+qIOXLYhwVeF0xMXh6QQ063ookxU9vLn7qd529Q1WMWxC04pNmmZCAs5l6p5RspdZWUlXq+3JALqjPKzZzLG86SyspL7778/UUb78suHskACgQAzZ85MlLQtJKa4lyjGD0tV1RHdxPF4nJ07dxIOh/NOx5sIt3wkEmHz5s2J4j6FKmk5Hre8sb4uiiINDQ0pLrFiFMfJxOsDf6BftWPVNXyn8tJbIjXEhaGWqcORNYFqe/bcdO+pNfsaT4it/rmsKz+WUkWuP+7EZ48C6ZM+l0PGH3NSecoCPzxYjeQ4fV9YRJ2Tg5WU2drTPmsVNdoGqlhY3sZe/zQ0x5D42q0K/SE3Vd7TFr/LJtMTcuFznl4aUBQJTom7xx4hEPWBFMdllYnFrAiCTk8EbG6Fh47+lU/Of2fWczAapWi5T0bufbaqeX19fbS0DMVg6LpOV1cXtbW1k1Yl7kwPqItGo2iahsvlQpZlJEni5puHGiOpqoqmaSxYsIDPfOYzRfl+U9xLFFEUEQRhRPHt6+tLVMVraGjIe624mJa7rusEg0H8fj8LFy7MK80tF8ZqYSevry9ZsiRjadtiW+6b/c8zqCioyHhOpa61xWYgC3FUTcRtT69KF4g78Waw5ofec+BJWt+u9QR5PTCHtWXHsUpD+2+P+vA50y1vAIdF4UhwKpX2Y8RUC2KG26jCFSasWHFZ5LT3yp2DtAyW45dcKb6BXKaNZY4omg7iqXtD0Ie62gkCSJqIKml47AonglZ07QCd0TcxxeHLYc/plKq4T7aFPLxqXn9/Pzt27KC3t5djx45NWtW8Mz0V7vvf/z5+v58vf/nLPPHEE/zsZz9j1qxZuFwuPB5P4h8MtZBdunRpQb/fFPcCUKwHhsViySjuuq7T3NzM4cOHWbBgAfX19WMaQ7Esd6Nka39/P1VVVcyZM6fg3zGW0rbGOVuyZAkzZ87Mut9ii/vWgb8RPJXDXm7zczBUi9USRxBAzCKJIz3+w2oZdmtqQZlad5A9wTnMdx7HY5NxWkYWkKmeAfb0Tcch2RCs6WOwSSonBqtYXNGR4T2FVwOzqfSlBtb5XGGicQsO2+l19gpnhKgiYbMMXTu7RaU75Kbs1MTDYQ0S1mwIArhsYQKKHVFUEbHSEo7z9UN/5hsr3jvisWSjFN3ypTYmY70eTndEM1z4RtU8r9ebEPtiVs070y33uro6ysvLgSFD7MCBA5w8eZJAIEA4HCYSiaBpGv39/XzlK18xxf2NRKaAN1mW2bVrFwMDA6xfvz5x84x1/4W23I3a9aIoMmvWLGKxzNbieMlH3FVVZffu3fj9/lHPWaEs92yTred7nyWgBBEEcCBxPFqF3XL6OCqt6ZaxputU2rK75DM1lgEocw5wMDwdbziC2z1yJD2A1QY9UQl3BnEH8DqixFUJm5T6fnuwDt2a/oAXBeiNOJmaFLAniTrBmIPKpKWH5PHbLCqhoA3BHsdq0dCjIlh1Kh0ivTHY2d/Ja73HWF+V/4TRtNxzw3jmGN7DqqoqqqqqgNSqeXv27EmpmldRUVGwWvBG0Z4zVdx1XU90nZNlmQ984AN84AMfmNAxmOJewgy3rAOBAI2NjXg8noI0pym05d7d3c3OnTsTneaOHz9OJDK6qIyFXEXYyKm3WCxs2rQJu90+4vbFdstvDjyPfqpYTZ8M5fbTwiarAi5b+np7IOZiWpZqclHVituWvdJcuSvCwZ5aljjasUojT4bCspvWcDmLXOnWOYDTqnByYCpzKk53l4vKVtpVCY8jRiDiSFlPB3Da0icrZdbUcZQ7o0RlB+Ipl78oxTBiA5wWmTgWVCGMVXcTI85Dh5/lp2eRuJfimAxhH85oVfMsFkvCqh9v1bxQKFSQ4NvJwIjd0XUdq9XK66+/zsyZM5k6dSqKoqDrOhaLBUEQCAQCuFyugi93lNaU8Qyl2G55oy7xq6++Sl1dHWvWrClIqUnDch+vmBnd3BobG1myZEmiFnsxS8Tmsu+enh62bNlCRUUF69evH1XYobji/kzPC4TUoSIzEdmH15a6tm7NEOwGp3qvZ2EgVpHWBW44FrvG7r7MhYySaQ85cTjjxOTsEekWawRFPT3OA31TESynGu3I6fekyx7HP5AakOV0hAmGT18LQdAZDJ+2M8ocUURtaF8eRxxVERAEEHQVUYSjQT9fe+n/aG5uZmBgIOfrVYpCWmpuecg9DS5T1bylS5dit9tTquYdOnRoTFXzzvRo+eTr+tBDD/GpT32K9vZ2LBYLVqsVQRBobm7m8ssv54knnij89xd8jyYFQ5KkRBrZkSNHWLt2LXPnzi3YA8r4AY9HgOPxONu2baO9vZ1zzz03JX+9mOI+UlS7ruscO3aMHTt2sGjRorwavxQqWn74NdJ1nad6NiOKUWKqhYiqppWRLbdmrvNfPkJJ2bA6cm8Af9iF067g88RoDWSvuierIoJDx2ZVaQ5UZ93O7YhzrH8oyrov7CJuPy0CXmcMOUNJW1lJFwpZSXUaehzRhEgLAsQip6+BhaH/d7vioIHdpvGPeDs9fX527NjBSy+9xJ49e2hvbx9xGahULfdSE/expsEZVfPmzZvH+vXrOf/886mvr0dRFPbv38+LL77Ijh07OH78OIODgyNOys50t7yB8Yy96aab2LZtGx/4wAdobGwkHA7z0EMPsWbNGsrKyli3bl3Bv9t0y5cwhkXs9Xpzcinni/EDHmvBCqObW1lZWcZo/WJb7pkeDoqisHv3bvr6+tiwYQM+X36R1cWy3P/Z/TIxehA1GJQrcFtSA+B0TcJh7U/7XF94KH89E7ImUeXMvhYP0Bd14/LICIJOv+6mVhnAZkm3oFoDlUjOoeO2OxXiipgIehuOxaqhaXAkWIuQVHreIqlEQj6s3tTjKPNGkGURa5I7vtwdRlXBuO1cDpmeATdez5A4l7nDhPWhwLpyZ5zemB1R1BB1HU1SUQSV3+jt3HfB2xIFWk6ePMm+ffvweDwpBVqM+9wU99woVAGb8VTNM4LNzlS3fDK6rvOWt7yFrVu3cuWVV3LDDTcgCAIDAwM88MADifS4QlNad9UZSjEeGK2trQQCAbxeL+vWrSu4sMPpWeVY1t1bWlp49dVXmTVrFqtXr864XlTMPPpME4dwOMwrr7xCLBZj06ZNeQu7sd9CiLssy4TD4USN+V+3vYjLMkBXzIuix/BaUy1MQXEw/DbqCntoDZbTHspcu6Aj5B11HT15+u52xtjTmzlLYFA//WC1WxWaT1nnmfC5ouzqqoMMPWU00sdjkTT6BlMtMJtVZTCU6nIVkpYlbFYVOTLkmhdEFYc69P8+56n1SlHhBf8RDgZ6EsVZ1q1bxwUXXEB9fT2yLLN3715eeOEFmpqaaGlpQZbT1/8nm1JcKihGARsjCn/mzJmcc845XHDBBaxYsQKXy0VbWxtbtmxh69atHDx4kKeeeoq2tqGWxLlY7t/73veYPXs2DoeDjRs38uqrr464/W9+8xsWL16Mw+FgxYoV/PWvf015/3e/+x2XXXYZVVVVCIJAY2Nj2j4uuuiiRIto49+//du/ZT12GHomnHfeecTjcfbv389nP/tZbrjhhlGPb6yYlnuJYaSRdXd3J2a1xfrxGzdlPtZ18vjWrFmTiKLNRDHTyoZb2D09PTQ1NSWC+cb6cCqE5R4IBNi+fTvxeBybzcYeTyeS2EdIsQIiFkFOc8nbxTCqBidDFUTVCqJ6HJddRrCJBCUXuwbKiEUteCxRZnl6cdlk7JITyG65D0QduBzDerH7wpzor2JW+ekGM4NRB1anQnKBG5tDQVFELFms9864l0p3+nKB0x0mGLHhcabGE1gs6csHlqSoe1UVCcs2Tnb4QARdh2jcSq0mYLH2I0khwAqSDKoVLHGEuMRnm/7B/130vsR+rFZrirVoBHz19PTQ19fH4OAgkUhkwnO2s1Gqa+4TXTVPURT6+vro7e3l05/+NIcPHwbg61//Opdffjnr16/PWADr8ccf58477+Thhx9m48aNPPDAA1x++eUcOHCA2tratO03b97MDTfcwH333ccVV1zBY489xlVXXcX27dtZvnw5MLTWf/7553Pttddy++23Zz2G22+/nS9+8YuJv0cq9vPnP/+Zr3zlK3R3d/ONb3yDkydPcvfdd9PU1MTXvva1otTQL6276g1OMBhky5YthMNhNm3ahNvtLmoFOcivvrxhGQeDQTZt2jSisEPx3fJGMODRo0fZsWMHixcvzmt9PRPjFff29vaER+P8889n8eLFvCjvp8IaoV92gqBTMewZFYo5aA572R+cTlyyIdpCuOwycVmizDEUfe6wKfjKokguaFWr2dZdT3do5OPsiaRbPaIAg4KDeNKad1e4Km0CabcpNPdmtt67Bz1IHp1YLHM7WCWe/r1eT5SBYKr3qdwTpn/QydHuapp6p9GFmwHFQUS0EpWs6A44HrJweKCStsEyAv1D3oVq56mCN4JMm9zHjw9uzziO5ICv1atXU1lZyZQpU5AkiWPHjvHSSy+xbds2jh07RiAQmLCeAsmUolt+MjrCWSwWampqWLx4Ma+//jq/+MUvsNvt7N27lyuuuILq6moeeeSRtM9961vf4vbbb+fWW29l6dKlPPzww7hcLn784x9n/J4HH3yQt771rXzqU59iyZIlfOlLX2LNmjU89NBDiW3e9773cc8993DppZeOOGaXy8XUqVMT/zIJtHFPffazn2Xp0qU0NTXxrne9izvuuIPnnnuOZ599losuuojBwfT+DuOltO6qM5RCWNaGa6qmpob169fjcDiK3tgFchfg7u5utmzZQnl5ORs3bsypi1Ex3fKCIKAoCk1NTZw4cYINGzZkbW2b737HMiHRdZ2DBw+yZ88eVq1axZw5c5AkiRdi+9ClQfyKfagcrA42y+kfcnvQS1+kkjJXLKWRCkA4bktz1Q+NUUdDRHWI7O/K3ljDaslslboccQ72nu5VL2ep1y45VRQlfQDt0aHlDn8g81KRzRHJ2Cs+HEvdPhiq4mRwFn2iE10aehR5bacfSYIAqEPepZhoYSDmpLOnDFWIYtct2B0Kmq7y82PbGcyxnoLH42HBggVs3LiRhoYGpk2bRigUoqmpiRdffJHdu3fT1tZGNBodfWfjxGgMVWpu+VKYcFRVVVFZWcnjjz9OV1cXTz31FBdeeGHKNkYwb7IIi6LIpZdeypYtWzLud8uWLWmiffnll2fdfiR+8YtfUF1dzfLly7n77rsJh9M9Wca1/fa3v82Pf/xjPB5PYqlu1apV7N69mxkzZhTlfJtu+UlGVVX2799PR0cHK1euTHElSZJUtCIwyd8xkgDrus6RI0c4duxY3t3cimm5q6pKV1cXHo+HhoaGgsUkjMVyNyYZoVCIc889F4/Hk/Aq/LFrM+U2KzF9yE2tKSRqvh/rrwSrgEBmIRGzFKeBUx3WXDKiR+dI7zzmVR1JeT8ctyHZwmSqJQ/g8gVp7q3BJcXAnnkt2uGQOd5bw7wpXYnXBkNOVNvQPm0eGUURsFhSz5dklYmGfbg9/SmvV3hjiWYyJzqqaJdcqHo0xcJQLFG0qAXRNrRPjx2Cp3ZvcSiEYlZO+MuotYoIdgVJVInqEe585W/86E1XZT1fkB5Q53A4mD59OtOnT0fX9bTOaS6XKyUwr9DWrHGfTbaQDqcUOsKFw+GEm1uSpIzR5D09PaiqypQpU1JenzJlCvv378+4346Ojozbd3Rkru2QjRtvvJH6+nqmT5/Ozp07ueuuuzhw4AC/+93vMm5/ySWXJP4/+R60Wq38+c9/zuu7c8UU90nEqOYmCAKbNm3C6Ux1c06U5Z7tO5Kb0oylm1uxatd3d3fT2tqK0+lk/fr1BX045hsnEAqF2L59Ow6HIy1j4P/aX2ZQGUiUlgVwW4ZE/mBfDXa7iq5r+BzpEzhd1ynPUgsewJpURU53BtnRVs+K2pbEGnk4XoVgy15ASBAgLFkZCDuw2bOn0wkODVUVkKShc9ITqgHH0P9brBp9AS81VenR/GqGyy5aZPp63fTF3PQ57AiAxaESD1mwuE4djwB6TATb0N+qJQ6DVnDoCCJIGmgWkU5ZwBq14S5TCIQV9gU72d7Txprq7JPPkaLlBUHA5/Ph8/mYM2cOsiwnIrv379+PLMuJSmyVlZUFqcRWquJeSh3hSs2rYfDBD34w8f8rVqxg2rRpXHLJJRw5coR58+Zl/Mz27ds5fvw4iqIkMgE8Hg92u52NGzcWfIymuE8SnZ2d7Nq1ixkzZrBo0aKMP6aJEPdsAmxUw/N6vWNqSgOFt9yN/PUjR44kPBzFiOrNVdyNIL4ZM2awcOHClLHous5ferbgsdgQhCGRVTUod0Q42DcV+6nmMKpsxWZPd+cFo3aqPZnz26NxCx5XqrXvLY+yu6eOhRVtuOwyQUXHPkqdI7tdocVfST29WbdxOmWO91Yzt7abeNxOn1VP8QWoWR6+NncIOWrD6kgNrOsYKCPsS33s6IpIcpsZlxuSpzWiRiIG32sXCag6uqCjKy5CA2HKnRaCxLl3+3P86bIbsx5LPqlwVquV2tpaamtrE2lcRtnVo0ePYrVaUyqxjeX3Yfw2JltIh1MKlnswGBw1Ur66uhpJkujs7Ex5vbOzk6lTp2b8zNSpU/PaPlcMcT58+HBGcf/zn//MnXfeSSAQoKenB4/HQygUQtd1ysrK6O/vH9f3Z6K07qozlHxml5qmsW/fPnbt2sXy5cszdiYzmCzLvbW1lVdffZWZM2dmTXPLdd+FEndFUWhsbEysr5eXlxclACoXcTea0BhBfJmi839x4jkCcgSHdNoqVmSR9shpYR/aWebzI5JdmQMhV8a1eE9ZlCODU+kbKMfqGH3NuC/gxuJViMZGvr6CXUBVBZq7KhCGPfOd3jjBUPqSiCDoDA6rTHeyo4JBjxUtnjp4y6n0NgPVGkeNnj6fVtfp92NSDIuxnm9TCcl2BgYVFEGhPdLPLw7tzHocY41MN9K46urqWLlyJRdccAFLlizBarXS3NzMiy++yOuvv87Ro0fp7+/P+Z43tis167RULPfRxN1ms7F27VqefvrpxGuapvH000/T0NCQ8TMNDQ0p2wM8+eSTWbfPFSNdbtq09BgYv9/P3XffzXXXXcdrr71GZWUlu3fv5pe//CXr1q1LS8UrFKblXiByEYVIJEJjYyOaptHQ0DBqacWJttxVVWXfvn10dnaOmuaWC4aLe7zFQ0KhEDt27MBmsyVq6gcCgaK4/Ee7jpqmsWfPHnp6erI2odF1nb91bwbdgSZ0IwCKKhBVrdjtqa5ytzW9vSuA25bdVT7SXeZ0xdnbWcO0qn6cjpHzugdjDqQyjcBANY6a9F7tBg5njObOGoJOS8YV/MGwE487fQnB4oqhaSCKEOh30SG5EUSQB6zYk0rvSjaNeNCKxX36mN2CjeipWATRqiMMSODUhiY1cQ0cArKoYNVtRLAiDGi4PRqP7H+dq+csxZ4hbapQRWyMSmyVlZXMnz8/pZnKrl270HU9pTjL8OU2g1IVd03TJj1FMBQK5dRH/s477+SWW25h3bp1bNiwgQceeIBQKMStt94KwM0338yMGTO47777APj4xz/OhRdeyDe/+U3e8Y538Ktf/YrXX389JRLf7/dz4sSJRK79gQMHABJR8UeOHOGxxx7j7W9/O1VVVezcuZNPfvKTvOlNb+Kcc85JG2Nvby/d3d18+ctf5vDhw4k0wGuvvZZQKMR//dd/8Y9//GPc52w4prhPEEZTlSlTprBkyZKc3F4TabmPtv4/1n3D+Nx83d3dCdd38vJFsSrJjeRtiMVi7NixIzE5y5Yx8OuWlxmQ47hFKWFhnxz0MassdW1aVgSqXemiKCsW3LZgxn2r6lAxmpGIY+GEv4pF07MHCWmagO4ccrGrrjDhiBWXM/tkIBB3IXgy34tOj4qqCEjDAuvsLpnBPjcub5yj0Qqwnkphs2S4bmqqwCnWaIoYS4KecNxLTgVFs4Ag4JREZE1D1yXUuI6sxfjvbS/xXxsvSvuKYlWoG95MZXBwEL/fT0dHBwcPHsTpdKb0Qzd+C4YnoRTFfbLd8rmWnr3uuuvo7u7mnnvuoaOjg1WrVvH3v/89ETR34sSJFC/Epk2beOyxx/jc5z7HZz7zGRYsWMAf/vCHRI47wJ/+9KfE5ADg+uuvB+ALX/gC9957Lzabjaeeeioxkairq+M973kPn/vc51LGZtxvoVAIu92OpmnEYjF8Ph+tra0sXboUl8vFwYMHx3WusmGKe5HRNI3Dhw9z/PjxvKPNJ8pyHxwc5PDhw+MuADOc8Yi7kb9+9OjRjOetWJH42SYNRqndiooKli9fPuLx/KVjM3HFicfRA0DHgBerqCGIqePVlMznWVDdCEJmt/pA2IXLldnahyHxt7plLDaN5vYaZk/rzrhdX8CNaD8V0CXpdPWWM3tG5m0BBkQbQh+UVaQH6QkWhb5eL9VT0gPr4qpEb980NOvpcyq5FbSoiOg4fT7sHmUoCM84JVYVV8RNxDZ0HqwuGUWWECQB0aYjBgQ0B0QsUcSYBc2qEx4UqSoXeaL1ALctXc0sb2qFwokoPysIAmVlZZSVlTF79uxEcRa/38/BgweJxWKJwDyn01lywg5njlve4I477uCOO+7I+N5zzz2X9to111yTaMeaife///28//3vz/p+XV0dzz///KjjMq6ty+Vi3bp17Nixg1mzZjFnzhy+8Y1v8P73v59HHnmEVatWjbqvsWCuuReITD/SaDTKa6+9RldXFw0NDXkJOxRf3I0KXidPnixIAZjhJIt7Phjr6y0tLWzcuDHjeStUg5dM+x0u7m1tbYnCNOecc87Iwt7WSL8cR0TFaZOJxV3IoojHmj7W5PX4ZGJqdss8Gh/ZXTow6MZiG/ou3a0RDmd+QMbV1CUhW3mcUCjzOv9AvxPVKRCJZ48DUKXM900oZqdn2FxJEEANDguqkzTUQOprSvz0vS9IUKad9pRIxkRJArcwdE7sdom+AQ2bKPDpl1LXVWFyassbxVkWLVpEQ0MDGzdupKamhkAgwN69exMVHzs6OojHs0/aJpJSsdzP5I5wydTV1fGxj30MXdepqanhox/9KE888QQXX3wx4XA4pcpdITEt9yLR29tLU1MT1dXVrF27NmPpxNEoprjLsszOnTuJRCJMmzatIAVghmM8SPMRYWN93W63j9izvlilbZMnDUZhmpaWFlatWkVNTfZ66wb/d/IF+mM65dYosirSFbUjiCpee6pgaxpUOdOtc10fqt2eDdsIa/EwFGXvPOXqFy06JwfdzLGFUnLRNU0gZlVS1s9FSae714fbnW6994Y84AFLmUwsKmF3pN+TDl+M0IADd9npscejFrosLhxRF7I1dZlBcGS4J4bpruaKIWgiRsfbmBKDU3Mbq1tFjgogCUSEGOgicUlGiFtQYwKH9V6ePn6MS+pP932f7IIxgiDgcrlwuVzMnDmTvr4+du/ejd1u58SJE+zduxev15tw4ft8vkmxoEvBcg+Hw9TV1Y2+4RmA0+nkoosuSvz9zne+k87OTjo6OjIG4BUKU9wLTHLRl8WLFzNz5swxP1AMcS+0xTEwMMCOHTvweDxMmzataD9kQRDycp93dXWxc+dOZs6cmZZaNpxiu+UzFaYZjee6DtAVjaCj4raH6I9UI0oxBBUEMXU9W4/akBzpdeFDgy6qKjJ3gYvGLKOut4v21HNi88o0t9Uyf9bp9J94qBzBmj4xslXEiIacONynXe+KLBJzDllxgghauAJOLTcMJx7z4E4qyNPdV4NuFQjLcYb7G0S3ijooIXlPTxQsZTKaLHDKEB8aY78VvEPnTvQqELKCXUcXddyKhZCkIjg0HGErUUFF0nQiooo1JPKtxi1cXFdf0l3hLBYL8+bNY968ecTjcfx+P729vezevRtN01IC83IJMCsEpVChLhgMnjWWO6Tee8b/F1PYwRT3gmL0Xo9EImzcuHHczQAkSSpItHkyra2t7Nu3j7lz5zJ37lwOHTpUVHdgLiI82vp6JooVUCcIAvF4nC1btuB0OvPK8X/02PP0x6N4JIHesBvdMiTEFbZ0F6dwyiOjKCIDg05CcTuCzcZAUMCvOrDJGjUeFburP1FARo37sLgCWb8/HLZhd6cHxVmqZDq7fEypHfps36AVytM9AKIInd0e6pPE3d9VhpY0rwkKUewqZKpYK7ijqLKAZNWJ9Hvptp7aqExFDUlI7lSLX42mirsggdZvRao8fQy6nvS+AFJUQD0VK6CKceDUxONUJrxiVyEu4bBY6AqF+O621/j4+o2n9lVa4j5cRG02WyIiW9d1gsEgfr+frq4uDh06hMPhSAnMG4s3MNdxlYJb/kzv5Z5M8n03UfegKe4Foq+vj+3bt1NRUcHq1asL8sMzfmCKomR1T+dKcprb6tWrqa6uTnxHsUrEwujirigKO3fuZHBwMK8JUbEs90gkQldXF/X19aN6D5LZ5j9Ba6QfQYSYpmCxnv4B26VUN3s8LhGL2zjZN5WwJCNYhVPuZgWrXQK7TtwucBIL+mA1UkTAiYzXPvJYAoMurBXp4i4IMCjZqIxZkSwKUaeaNdjGVhVjMODA6xsacz+pOeySU2Ogx0P5lPRofsGqog5WIZb30DzoTbSEFQTQgpY0cRc9Kpo+1Mwm8drwUrY+GSUuJax5i0tFPeW/FzwqYkBEcwgoNhkxbkGzghCBQSmOPWrhD0f2c8vyFZQ7XSUp7iNVzPN6vXi9Xurr61EUhf7+fvx+P4cPHyYajeLz+aisrKSqqgqPx1OwYysVt/zZYLlPphfEFPcC0dPTw9y5c5k1a1bBfmSGuI9XxCKRCDt27MiY5lbM5i6j7T8YDLJjx45E6dZ8JjDFqH53/Phx2tvbKSsrY/HixXl9/ocHnyOkRRB0YehXZdRZ0SRE62lLODDgxB92U1EZIoKS0sNclQUcwyLhBQk0j86gZqEvbGVKnxNvhoh1AEUQ09zfBlanSkt3DRW2AURPdo+HIIJ/0IvXFyXY70DxpN/LcT27VReIy9i7a4g5hz3QMqyxiw4NPWCF8tMTEqlMhrgF7VT5WUEEd9xJ+NQ5FF0qQsCK7ho6Bqt6qpqdBcQB0Jwg2XQUTcBukwiE4nzm2ef4/tvfXnLink9RHYvFQnV1dWJSHolEEi7848ePI4piSsW88fRaMC338WPca5M5STLFvUAsXLiw4CJp3ByKMnIQ1UgYJVKnTp2asRreZFnuxvp6XV0dCxYsyPtHUEi3fHJhmrq6uryXKQ4GOjkW7kIQIBaTcCRVoHPqp8Wkp7eKkEVL6+VuoIYtCBWZr7UYdYErRqfqJtZhpXpq6rq8ogjYPSOPW6qM0tZSjidLWVsDW1WMQJ+TcKQMMhhPlgqZyIANZ1n690kehebOMvClHqPg0VADEpJv2G8kNkxsBRCDFrTK09tF1WGldrEywNB3W8s0YrIIooBgH8qlUx0alpDIgBjDhoXXTrbT1N5RcuI+HqvO6XQyY8YMZsyYgaZpDAwM0Nvbm1h283g8KU1v8vmeybbcjSyefHtZlArGfbZ161ZsNhtr1qxJeT2ZWCyGzWYryn1ppsIViGI9NMYaMW8E9hklUpctW5bxB1tsy3345EHXdQ4fPkxTUxPLli3LWld/NAplucdiMV599VWCwSANDQ24XK68Jw3f2vM8EUIIqgPLsLatCCFkWaSzdyphm4YggiNDWhxk6982RNBojSZBv8dGf8/UlMq1sXBFmkt7OLoOAasdNT7yvSoIEI766Ldl3y4UzBzc1dfuJZolpc5Fhs/4FLThp2yYlS+UK+jhU8FICkRlGb1fAhlUi0qZeur73BriqXhDSdNBALtVRBN17nnmuUmPlh9OocZjVDybN28e69ev5/zzz6e+vp54PM7evXt54YUXaGpqoqWlhXA4POr9XQoBdeFw+Iy13I3n0iOPPMIVV1zBH//4RyDVIDH++653vStr7/nxYlruJc5YxN1IcwsGg6OuY0+k5Z68vj6WLnPJFCLPPRAIsH37dqqqqli2bBmSJOW935ZgP4eD7egSDEQFan1KojysqAmoQOtABZJtSHV0TcfmylwJzjZChbjh0e09DoVAWzUzav1YbBqBAQFb5oJ5CWL9dvBq9HSUM2VW34jbhmMCMVnC5svsSZB8CmpcQLIlpdjFRXrsdjRJQ8sQdBeSIojDXhfsOnqPFWpOH7vqjmOJ2FBOlc/VAhaCHW7iDgHZIoIgIPULKDGQFI1y3YbNBvEyGQkdDYG4S0UIS4QtMnpcoD8S409t3WwsMXEvhojabDamTJnClClTElaw3++np6eHI0eOYLPZUlz4yfFBRo/5UnDLn+lr7idPniQcDnP33XfT3d3Nv/7rv6Z5HFtbW4sWGGmKe4mTr7gnp7lt2rRp1EjviVhz1zRtXOvr2fY7Hrd8W1sbe/bsYf78+cyePTthQeXr7r+/6TniYghB8eCyquhJPdijQRtxl4BkO/2aELdAhnQ2JSLhcmd2q6uygMWbLvxyORzvq2SGewB7mTZizXmAcMgONlB8OkpEwuLMft0H4jaicSs2X+YyuLpFI+YvxzX19CShr92D5hbAqmMPOZHLhsUGOHXotULtsLTATNVoBwDFSn+vg6DNimgFLSlI0dBo1SLSqylYwhb0oIjHIaCoCroEoqKj2nXKbXYCkTiv98mc6B9g8QSllI3GWBvZ5IMgCHg8HjweD7NmzUJV1URg3tGjR9mzZw9lZWWJwDwj3W4yLXdN0874NXcYEvevfvWr9PT0cNdddxEMBvn4xz+eMCCM0rSZ+lMUAlPcC0QpuOVPnjzJ3r17E2luuYxpIiz3/v5+9u7dS11dHQsXLiyYK3Is4x6tME0+k4beaIgd/hPoToWoYsUjnhZnPepG1lUcw56RZVlm6VpMyri+DRAbsGHJshavu+HkYC1WawjXaJa74Wa36PR0+Jg6x595n3GJkFsEl4YaFZAcmc9HVFQTjnYtLtCT5DoID6hYMziMNFVIWwsUKxW0+FBZ2aEBgKR6aB4ATo1Zc4EjJhE91cde8eoIcdAtAohgV0TCNhhQwNprxVKro3o01LhOQI+CRSQcg/uf3cL/3vSukU/UBDEZ7m9JkqiqqqKqqooFCxYQjUYTgXktLS2J7bq7u6murh5XYN5YMZYOztQ1d+P5FgwGqa6u5kMf+hAOh4N7772XQCDApz71qcQkKhKJjDtlOhumuJc4uYi70Ua2o6MjJc0tF4ppueu6TiQSoa+vj3POOWfcPZOTGV4QIheM5YqRCtPkY7l/ZcdzWO1xonE3qi7jdMnoQCxqYTAi4MuQc66IkYw/OlHKPlFRVXHEH2okaCVg8TLD6UfKUJwGIB60oiVNHpQqlUjAhtOX7i0Id7oQvEPnNNzjwjszvdgOAD6FWI8Le3WYeF8lapJlrVRqWOIgDHfQVKhosoCYPE4JhG4LTJPRFRhs9hBwg2UAlKTnnjaoQuWpP0TwKjYGLEPnOCopGCFEmhWi/SJlDgmrBCGbii0mIDhhd1cPP92yg1saVmc+pgmkFGIAHA4H06dPZ/r06WiaRm9vL7t27aK9vZ0DBw7gdrtTAvMmwl0fDg8FfJ7pbvloNJo4hv/4j/9gypQpfOxjH6O3t5d77rmH6upqotGoKe5vVEYTd6ONrK7rY+rmVizL3RDSWCxGfX19QYUd8m9KEwqF2L59+6iFaXIV98F4lOfbjyI4Y8Q1C1ZVR5dUFEUgGvUg6HJ6zrYmYslUclbTcWSYCCQ+5xz5+sTQEMo0OlormTGnN+M20UEHJD1DBAn6uj04fenWe0BNOjdeKeP6uYEcd2BXorSoklFPZggraF1WpBnDjssKjj4n8erUiH2bQyIeVeg76SXkHnosSXGBZH+F4tZJDjtUhNO/C9UFrrBERFJRXSAFYTAOXkXC4tVRrRq6JlLmsPKLbXt42/KF1HonVzxKIXAtGVEUcbvdiKLIunXrkGWZvr4+ent72b9/P7IsJ5reGC78YkxOQqEQFotlUrwGhUSWZXy+oeZFiqLw3ve+l2nTpnHTTTfR3t7OQw89hKIoRfNQmOJeICbDLT9amlsuFMNyDwaDbN++HZfLRXV1dVF6Q+cj7j09PTQ2NjJz5kwWLVo04rXKNaDua00vYrfLKJoTBBmfY6hefF+fB+wKDj19H2JcShR2SUYN27CXZa4nL4ellD7nw9FkAcqGrp9arTHYXoF3WnqwnGixA6lCq1WryAEvVt9g4jUlaCHiSxJQm0Ks3YlzZubc+lh5lPhhL3J1+jlVJIFMVyYiK2mvx2xxwp2VhFynJ0SKRx9qXm/0KHCCpV9HKRv6O+JSEcOg2Yf+VsIyeIfuC5dkIYTKoKRi7xZQKkGI60QkhVhM4b/+/Czfu/GKjMc0UUzEmnu+JKfBWa1Wamtrqa2tRdd1wuFwwoV/9OhRrFZrQugrKioK9js3Ss+W2rnJFeP50tfXlzC2LBYLqqpyySWX8Nxzz3HllVfy7ne/m2AwSEVFRVHGcWaevTcQmcQ9Oc1t0aJFWdPcct1/IS33zs5OtmzZwtSpUxMNc4pVAx4Y0crWdZ3m5mZ27NjBkiVLWLx48aiTsFws97ii8JcT+xEEkSgyuq5jcUTp6/XAqdKoVnu6ILuzTKUdSvY5djxLWplBrM+OkPTxPrtA2D/M4olb6Lenu98FAbr7Ux/IoW7n6Wg1g5GCHwXoDmW2gLVKDX0w/b7Uq1X0UNJ3qNDf5iHUP+zzziFrPGUoetL+BPDpp8emeE/fDyFJHorUE8BpsyL4QYzryNJQOed93b38Ydu+7Mc1AZSa5Q7ZxyQIAm63m7q6OlatWsUFF1zAkiVLsFgsHDt2jJdeeonXX3+do0ePEggExvWbP9Mj5Y1nzLXXXpvisTTKiS9evJhXXnklsV2xjtW03Euc4eKeT5pbLhgBZON90Bj5683NzaxYsSJxUxerTOxo7WSTC9OsX78+54jUXALqvr3rZRRUglp8SDx0gb6AA+2UpgqKjtUzzBui68iWUEZLVrRm95w4LBZUshenkeMSkPR5q07PgIfp8TiWUwFqoQ4bQlXmSY1erRJo8eCrG4qKjzkdMCzuPuqVsfc6EKvSvQvySTsRt4SNDMcggNYrIXmHXSMRpAE7mntof3Z/FUG3zoxyL21KanGeJbNq2dbbkfjbVmsjGo+hGUN0aZwqK49mB2svKB7QbGDz6yhugaCkgCigamAZBMkjEQjGeeTFbVy4qJ4Kz+REz5dCytlwVFXNaUySJCXW4mGoXkRvby9+v5/W1laARNObqqoqHI5Roj2TONPF3eCnP/1p2tKCIegVFRU899xz/O1vfytaQ6DSmjaewUyEW35gYIAtW7YAsGnTpoIEYhSixK0sy2zfvp329nbOPffclNlqsQL2RmonG41GeeWVVxKFafJJNRnNctd1nV8f3YVTlNBPVZpzi3bi0unr78n0cAxJSPb0sQqKiO7O7PLWNFAdI3eB0zNFspdpdLZWJv6MqiPP4YOiFU0FYdDJYJbIeD2WOZYjINtRveAIZF4fVbJkM1VOG3qgLXTWc0QZ+s6T8iBTnanrj0cG/UhJv61+Ocpi3+mA0X5RYZrj9NhqK0+PQzwVaa9IOlZZQBBFrFGQIyplNhv+eJT/98t/Zh7gBHAmWe6jYbfbmT59OsuXL+eCCy5g1apVeDweOjo62LJlC1u3buXgwYP09vaO+jwwxH2ygw3Hy2gxAxaLhXe+851F+37Tci9xJElCluVEmtucOXOYN29ewevXq6o6pmIKxvq62+3OGKhWzGj8TFZ2psI0+TCauP9gz1YURUO2D1mdugx9YizFNS6oGcqynhIwMWYnFBCIyxYUUUKNWxAdMZyKhsctY/FFEU4NWQlYYXi51iT0iBVhuFV8CrVGo+eIj6r6ANHyUe6Vco1oRyXxsAxZWtYPlMUoGxCRypJy9vttBMuGrnfEryH40j+n+XTcERchZ2oAXYca4Jyyep47mhqJP8NVRkfkdAxAQI6x1FfLnv7TfeZtw67pDF857dGhCVK3FMcpiURUjZhHxxERiYk6suVUaVqngDUCcYeCbNPZ19PLI0++xgffsn7kc1QESnHNvRDeBEEQKCsro6ysjDlz5qAoSiIw78CBA8TjcXw+H1VVVVRWVqYJeTAYPONz3EuB0rqzznCKUh9YFPH7/ezfv59Vq1Yxf/78gn6Psa+xCLAxK582bRpr1qzJGFBTLLd8pn23tbXx6quvMnv2bFasWDGmh9RI4q7rOj89tANJHSrUAuBWPJAcFa/qaQVn1EGJYMRGe28ZLVEHfrudoEci6gJV1ZFdIgNlFtokJy195XSfKCN00oVdHdk1Ge0aeTIWrhTpO1oGOdQLGrBByD2C61SCWEfq+8rA6fHFaoRTHVzSmVmVPmOwi1bCg2XEh90bnZH0ojnWYQJ4cLAXe1L4/olQfyJMIK5pLD5Vu0AH5tUMebcUt4AU19HEocA6JaZRplmR7BK/3baPfSe6Mg++iJSi5V6MuvIWi4WamhoWL15MQ0MDGzZsoLq6mr6+Pl5//XVefvll9u7dS0tLC+3t7Tl3hPve977H7NmzcTgcbNy4kVdffXXE7X/zm9+wePFiHA4HK1as4K9//WvK+7/73e+47LLLqKqqQhAEGhsb0/YRjUb5yEc+kujE9573vIfOzs68zsdEUVp3lkkKkUiElpYWZFmmoaEhreBKIRAEIe+gOqMQzK5duzjnnHNYsGBB1glHMS13Q4h1XefAgQPs3buXVatWMWfOnDFPgEaKlv/J3u2osk7sVLEaZcBKXEi10q1xAU71X9c1kHtc+GN2FB9olgxjcqV+l24VCPskejx2TvRJxDuyu/Ys9lFU2wL9ERd6DqdfDUKofeTJglIrgnwqkDEi0Jo0l9OtUKOUZ/zc4VAPlmHRBvXWOg73D6Rt2xIaYJY71QVwaCBVzMOKzKLyqsTf3dFwyt+D6ulZRrcaTwj/tOqhc6l7BTQN4lEFVVOJo/DF/3sOWSlepcZMlEKe+3CKHQcgCAIul4u6ujpWrlzJm970JpYtW4bNZuPZZ59lyZIl3H///Rw7dowXX3wRWc6cIvr4449z55138oUvfIHt27ezcuVKLr/8crq6Mk/SNm/ezA033MBtt93Gjh07uOqqq7jqqqvYvXt3YptQKMT555/PV7/61azj/+QnP8mf//xnfvOb3/D888/T1tbGu9/97vGdlCJhinuJ0tPTw+bNm3E6nXi93qIFXUB+AizLMtu2baOjo4OGhgamTJky6r6LabnH43G2b99OZ2cn55577rgnQNkC6nRd5+eHdhCP6FjdGlpcQBckLLbUYzvlpUYdtBDtL6PfKiLFxMy/tCjgznJuVAGlQqfbbid0wjU8xg1dhYgre6CdQdxnIX589HtHDlhQym0jTgRUu0bs2NCEIn7ChmZNPShreeZ1+aASY457WuLvmY4qXj7hpyMSZJ6nMm37GnuqSzasyiwuTy3MNLzYrst6emJyaMDP9FNu3c5IiEXVQ8LfpsRx26zIEkzxuJAtQL+Ghk5LcIBPPvwH+vr6ilqxMeUY3iCW+0iIokhFRQXz58/n5ptvZufOnaxcuRJZlnnPe95DVVUVV111FW1tbSmf+9a3vsXtt9/OrbfeytKlS3n44YdxuVxZm7A8+OCDvPWtb+VTn/oUS5Ys4Utf+hJr1qzhoYceSmzzvve9j3vuuYdLL7004z4CgQD/8z//w7e+9S3e/OY3s3btWn7yk5+wefNmtm7dWriTUiBK6846wynELHx4mlt9fX3RHza5Wu6Dg4Ns2bIFQRBo+P/Z++8wyRK7vhf+nMo5dqXOOU7syRsIZrEwXF/L5uUV6RVXjwwGGyFYsC7oyisZg8GAsCQk0BVGJEtICIQeIeQFaYWkXe3M7OTQOafqyjmn8/5R3ZWrZ2a3Z3dl+vs88+z2qVOnTv7+4vd36dJD5cUep7ytKIrcv38fURQfen8ehHZh+T+fvUM8nScvyVOkRDGlRIFATtqgk67MkfKqCBWUJPZU56RtVN+F1AEeUkRSFoWRCESMcsIbesRM9f4qhVSVtrt2UCTkZJQiKaMMMX3wo57Rycmoi4gbB3tteb0cRCi5rE2frSSCuJSm1t/bMxokCMSiGop7u25qMe1mKxltWtZ4TRZiAXSyauRiMRZEIa0eY6ehei/I9pTzcqLIsLNsTCiN5e/K9TJKGRGlVMq8L8If/PU3ePHFF7l79y47OztkMq31Bw4Db9ac+xu5T729vYyNjfF93/d9eDwevv71r3Px4sVKVT5ALpfjxo0bdSQskUh45plnKgXHjbh8+XITab/lLW9pu34r3Lhxg3w+X7ed8fFxent7H2k7rxfeXHfWP3Hk83lu3brF9vY258+fp7u7+1WPfH0UPIzn7vF4uHLlyoH59XbbfhzkHggEyOVymEwmzpw5c2gCGu3I/dMLd0jnimg0UIrLKUlFxFw9sSszcsJxJUmVDCRVIlbqWxt9Qpu57gA0jGVNmSX4wjpK4TIpZWMPfnQzex1kBXmJ7NYB3rtPQkpT/r38A0L9eVOJcc0knlzrBLtZZmq5fDHhQy9TM6ruYzFcLZhbjYWRNgy79WaSDDd49AuxADpp9RrnSyVGjNV1koU8EzXe/WYqyn64Yy4cQL93XN5MuYBvPRJl2GEmKRSxG7WUciVyCvjWdhSluRuDwVBX6b20tEQoFDrUe/mNJtJWeNhWuMeJ/Wp5iUTC9PQ0v/zLv1zXShcIBCgWi01RQ4fDgcfjadwcUH5/Pcr67bahUCiaum8edTuvF95cd9Y/Yex7xaVSiUuXLlVkCx/31DY42Lvez2ffv3//gfn1VjhschdFkbW1NW7duoVSqaSrq+vQCwwbyf1/3ruNN5EkLxZBKlLaK2eX1ExVE1MS8kkpBWX9vghZyCvaSMu2C8nTusWtoJHgEVVkN1QUH6JtOCurPt5xOxQ9rR93Ra5K/BmziGTnAYV66fZ1ACvxMNIWr5WiWGJA1cnVzXjd8nAuw5ixo2l9Q4NHnysVGTHWRwvSxQbFvRpjyZtOMmYpr58vlRgwlQvrtuNxRhxlo0CmLF9HtUlJFpFOhZacUOIjf3sNs60swvT0008zODhIoVBgbm6uMht9e3ubdLp1C+PD4s2ac3+jDY5kMvltOzTmzYQjcj9EvNoH1e12c+XKFTo7Ozlz5kzdONR92cLHiXYGxH74y+fzcfHixQfm19tt+7DIvVgscu/ePdbX1zl37hwKheI1jX1thVbk/qm5u2TFIkqFSCmtpCSICAWxUgxXSguU8moK0mZVOoOktSesSEuhTU+5NC8gGtoYW1KBgEpJIfGAtsUMZMw1j7cEUonWOfEg9b9l62p/nc1yLd/c8WCVt65mjuTTDGlcLT/LZZSkW9xnCqH5WFbjYSQNHn22VH9+F2NBrMrqMc1HAxjkVcNDraxu15+rtuLJFWVSn/UHcBq1LPlDDLnMJIQidq0WfyrF+z7+fFl5UCbDbrczMTHBE088wdmzZzGZTPh8Pq5cufJI/duNeLOG5d9oz/1B1fIdHR1IpdKmKnWv19t2hoXT6Xyk9dttI5fLEYlEXtN2Xi+8ue6sf2IolUrMzs4yNzfXts3t9QjLt/Lc9yMJEomk7QS1h8FhkXsmk+GVV14hmUxWhGkeR8i/cZufvX8fdyJOERGtREVKKHuL8lIJBBAzAvmUkjwFxBaeeDHbuuhNkTmAnAMSOMBO1CTVhI1yFI0yszVQx9WI0vqNZOwC+aX69IUhpyGlr3+ZL6aCdCpaTxZ0yW3kSiV6lM2FcPsolJp3vldl4evrbno0zc3wi9EgqobJNK08+sVYAHONR19CpF9vAkAnU3DMYOe8rpNplYtTCidiDC4aOzljcSIALmX52GeCfqwaFSJgt5Tva4lKSiiZxmzS0O80sxAM8Z8/Xi9wsz8bva+vj+npaZ5++mmGhoYolUrMz8/z4osvcvv2bba2tipjSw/Cm8FLbsTrXVDXCg+a5a5QKDhz5gwvvPBCZVmpVOKFF17g0qVLLb9z6dKluvUBvvKVr7RdvxX203+121lYWGBzc/ORtvN64UjE5g1CJpPh1q1blWKwdtXw++T+KKNNHxWNBsTu7i73798/FMGcwyDgdsI0j4PcGz33P7l7i6y0iFwUCJUyFXNYrhIp5QSyCSWiEmQZERrfR6JIoVGGdg/ZQvtKd7VcTr5d0zhQyoiIOgFPWootJqHYwstPxYqgbn68JU4jciLk9+atuYxOltL+pvUU6IBA0/K1cLnAbC0WRSIRmqrWAeZjfuwaDZFC1VuWZHSIhLErtWyl6gvmUsU8J6127oTrPSulpH7/i6LIoN7MjeBuZZkKGZOCg9WdCDOlEIPmEmv+SOXz004HM9vl4xvSa+jusLKVjdOtNRDc8DAXCKJTKZjzBhiym1j0h5Bl4PiAk/ndIB//i2/x0z/yZNMxQrV/22azVQarBINBAoEAy8vLKJXKyux0s9nc5BG/WcPyb7Tn/iByB3j22Wf5iZ/4Cc6ePcv58+f50Ic+RDKZ5B3veAcAb3/72+nq6uI3fuM3AHj3u9/Nd37nd/LBD36QH/iBH+Azn/kM169f5xOf+ERlm6FQiM3NzUpl/sLCAlD22J1OJ0ajkXe+8508++yzWCwWDAYD73rXu7h06RIXL158HKfiNeGI3N8ABINB7ty5Uwn3HfQw1crDPq6Hbp8k9/vXt7a2OHnyJHa7/dC2/WrhdruZmZlheHiY/v7+upfho8xef1jUDqT565k5dlIxRDnoRDlhyR5RF0UEjUg2UiZ2AJ1MSor6sLEsLoCtxf4VRYrm9vudkB0sORtXFACBolpCJKRAr8xArRNfgoS+tfcVEjNcUAywmlsCYCvR+rfuR730GQwE89Ve9H61nWuBckFaIJviRIeDuWRzIVFRFOlW2YgkNgAY0ti5sVaeVLcRjyKIQkW6t/KdFrfIUiyEXJCQr5mwF8+X97dXY0SbVnF11kO31kBxT2x+NRyhy6DDHSuL4cRyVSNqM5lGnciTyOZw9WgYNJlYjUSYcjm5veZBpZOT8OWY7nUyt+FnotvG1VU33V+7z//xz461PE/72B+sotVq6e3tpVgsVlTZFhcXyWazmEymCtlrNJojz70NHkZb/m1vext+v5/nnnsOj8fDqVOneP755yupw83NzbrjeOKJJ/j0pz/N+973Pt773vcyMjLCF77wBY4dq17XL37xixXjAOCHf/iHAXj/+9/PBz7wAQD++3//70gkEn7wB3+QbDbLW97yFn7/93//sA79UCGIh/12/CeMYrFIodB+POd+MdjKygoTExN0d3c/1Da/8pWv8M/+2T+ry8UfJu7evYtKpSIajZLJZDh9+vShyT9GIhFu3brFd3/3dz/S9xoNjVb969evX8fhcNDT03Mo+wrlARj/+I//yD//5/+cf/k/P82qGEaVkZJR5Cmpy4+KIidSQkKhphVNRZ6Spv5RUgVF6Gy+HyRBAWytDR4hJlA84NQLIUhr60PrJm8O+XCuElVwSEzMxdpHBuRI6NIXUMmkzDaPc6/grKWTpcxq5e9hxQCX3VVvfspkYzG72+qrdKr0hMXybHlnoZv5YNVbn7BYmY/VRwVkggSNQkYsX29snDDbuRepevRyiYSz2h5uLHsqBsEZl4ub21UjY9rl5NZW9e8erZ6daLmQ73Snkzvr5c9OOOyIcogKOXa8UYpFkV61gUA0iVGU0202opHLyCVy/F9vOcOpYw9+XltBFEXS6TTBYJBgMEgkEkGhUJDNZhkeHsblcr0q6efHgVu3buFwOOjs7HxDfl8URU6cOMEf/dEf8T3f8z1vyD7874I3l9n4vzH229y2trYqbW4Pg33r83Hm3QuFApubm0il0kPrF9/Hq/Hc9wfR7BfytROmedjZ64+Cfc/98/dn2U7FoCQiFqkQOyVQSVR1xC7NiE3EDiC06UOXZtuHYiXRg8O00kjzIxtxKHAVqjlwq7p9PhwgTwllzowic7CxeDfiRS8tF6ypJHLu+iJ1n89FAtjlre8VdyaOXdQxpLTVEfv+thpREEsM65v3W6gpPtBI5Qxjp5gQ6jz9zWi17W3/79pot91Y9QJ9yaqWfaKYZ3bZR3AjzoXOLiSCgNGkIlso0ukycn/Liz+YQKaQ8pdfu8vNu5stj/VBqFVl2x+XOjY2hiiKbG1t8eKLL3Lz5k02NjZIJBKHHo16FLwZwvIPKz97hINxRO6vA9q1uT0M9uVhHxe57+7u4vf70el0nD59+tA9iEcl92QyyZUrVxBF8YGFfA8znvVRsW9M/cnN25QUJWRxKQVJ9dwrY3KSknqvWN2igIyCiGhqfc1aTnLb/+wB50oia/3I3ktnGdWWIxje9MFhfYCFbJSS1HzgOrlSkU5FufJ9QOUk2RCVKiHSqWy/DVlRjj/cvL8LkXo52X0kcs0tg/PRIBqpDLNCjSNrYsEdxpOs15/3p1KMdlTb5AKpNGO26t8roTD7+jY70ThDe61wq4EwfQ4TmVyRHV+MEZWJUCqN06TlntuH3axFVEqYWfUiSuAv/tdt/uGF2bbH+7DYH5cKcPr0aS5evIjdbicSiXD9+nVefvll5ubm8Pl8B0YCHwfeLGH5o8Exrx1H5H6IaFUcs9/m5nK5mtrcHhaPg9z3K3xnZmaw2+3o9frHNvjmYcnd7/dz+fJl7Hb7QwnTPK6CuqvhGDuxcpi2KIeCqnzuVWk5SomEorSenOXq5vOmiENFTj0H0qCAZEeKsCKDiIgk0vzbYkmkdADfSkQJpa7WFfIiAje9cYY1nazEwg88zg6FlmTqwYbc/ZAPBTIC8dYGyUosgqTNa6RYFPAlmw2NVCHPuKE5GrMUC2JX1heWZksFTpo7UUdVbATK+f/tWJz+BiERtbL+XpHLq8ZDJJNlyFJdX62qHrdOW34et0Mx5BIJse0kQx0WSiURk1XLmjfM8IANfzSFVCnlH64u8Zm/fIViqyKBR8C+USqRSFCr1XR3d3Py5EmefvppJiYmkMlkrK6u8uKLL3Ljxg3W19eJx+OP3at/o+sAisUiqVTqiNwPAW+ORM//htgnz93dXU6dOvWaNM8Pm9xzuRx37twhm81y6dIldnd3X7MgRzvse9cHvTREUWR9fZ3l5WWmpqYeOt/3OArq/H4/3whEkKklFDICRWkJUQXyvJRCBkqleu9SUhJJquo9eSENoh9yWQUFuUBBLS2b0RpQxgrkOtUggnKzgCpdRKotUnSKSENQ6GhvYPVqO5gPtyfudLFAPm1EJiTIiQd7fF0qC1e2/Uza7ayk209ES4kFhgpWbkSaJWEBQtk0pzoczCSbc+/xuIQRrYl78eZq/HwLchSBXq0ZX7ZaZW9WqCiGBTzR+pGxFo2K9Uj178VgEKVUQnZvuwvBIBq5jFS+fB6KNQV8874gBpWSWCbLnDeASasiksxQEERy+RLXZ7c51+diIRSi225kKxKjGMtjVCqQySTcXvEQ/eRL/P9+7CIazaurg6kl91rse/UWi4WRkRHS6TShUIhgMMjGxkbl8/1xqYelzLiPN1qhLrmXNjkSsXntOPLcHwP2e7IjkcihTHM7THKPxWJcvnwZmUzGxYsXKzKPj3PmOtDWw24UpnmUQp7D9NxFUWR1dZWPvvANIvkC2WyJgkwEoYRQAjEIRalIoaGXXZ2TVE3kAkg3IJtQkNXJyRhkZWKv3eeaEH5WLyNqVxLSaogH1ci9ShS59o+kXvrgATCZgsi4+sEFhvH03vXOP5gclApjk6BM3W/mmq/BqNbGbipPOtfayJiP1Pes78OXqebEFRIp9pyB2zteLKr6dVfDkVqFX1L5PKP2aig+WygyUvP3SiSGYW+4TK5YZNBZDpHkiyX6nCYAlrwh+pwmiiWRQrGEOingsukIJzIMDtqYcwdxe2MolTLWPGE+8pGv4vW2NnoehP379kFeslqtpqurixMnTvD0009XJqitr6/z0ksvcePGDdbW1ojFYodi6L7RnnsqVTbijjz3144jcj9ECIJAMBjk5ZdfRqvVcuHChUOZ5nZY5O52u7l69Srd3d2cOnWqkl9/nMNdDiL3VsI0j7rtw9jvUqnE/fv3WV9f50Yyi0whsH+2ZTqQe6UUNQKSnEipQeStlC+ACLLNEgW/gpRRhVCAgqk1GZa0bZYrJHRMdUHRxIi2tUJc6AHRFQkCK5EIN3xeug/IhetkShZC5QjAbDjAoPpg43M1mGRS374tciEWxExDuiBdNhpWYlFc6mYvrCiKDLaYCLeZiNKzN/L1mMLJiidCURQZaLg3wpkMYx31IjcFsf5eSOSrEZWSKOLQVw2E3UQ1b78ejiLdE/xRafaEbrZ9yCUSbt3a4fxgJzPbfswGNZoONXcXdymJIr54mo98+AXWVpsjEw/C/n37qFLO+xPULly4wKVLl3C5XCQSCW7dusVLL73EzMwMHo+HXO7BEwPb7dcb7bkrFIpDj0j8U8QRuR8i4vE4N2/eZGRkhOPHjx/aQ/JayX0/RbA/77xRmOaN8Nyj0SiXL19Gq9Vy/vz5usEQD4vDCMvncjmuXbtGPB5nTqLEk0iSLYqUpKCUSJCmJOT3hqpIWvyWJFNE3JKRNGgoqsvHqki03idJWiRnar0fUgRWYyECmQy3tuMc1/YjFaqPp1oiZy15QN8aMKC1EM3lyiSXVyOIrYljQNNBoeZYhHz70PKgtoPdeIqDuEIEHPJqkagNFfd3q+mDbpWh5feCbYwVh1LLWUMXd9erpBlKN09nk0vrX18LgSDmmvtoORTGqa96gIEatcDdWILRvcl2oVSa8e6ygTPnDmA36yiWRGx2PaIo4g8lGTIYsNq0LO8EGRiyEU5liISTpEpFPvbRf+T+3e2Wx9IOr4bcG6FSqejs7OT48eM8/fTTHD9+HJVKxebmJi+99BLXr19ndXWVaDT6UM+JKIpveEFdIpFAq9W+6cR9vh1xRO6HCL1ez1NPPXWofdfw2sg9l8tx/fp1AoFA2xTB4/bcG1vW3G43r7zyCv39/a/JCHqtnvt+F4NCoeD06dP87dwKUomEnLz8IlSLEjJFKlKw0obpbqo1gYRRRc5QX7oikbR+kSqCBWjz0hrUW0kXyyHsEvCtbR9OXHQoyuRkyit50JEaZdX2oaVoiGO63pbr5fP1j/1B3rtBLEeeFsJBejXtowGb6SSyvdeJRTDVfbYcCNBqAN5aPNJSjrZYgDuL9d7weiRCt6E+ArAYDKGquXeKosiAtf63O01Vcg9mcwzbqscgr5lHn9gbQlMSRezW8nmc2fZhM2vZ9EZQymS418McG3Cw5A2RzObp6DIST2TRGVV84v/9Bi+/tNR8kG2wryt/WCQmkUgwmUwMDQ1x/vx5nnzySbq6ukilUty5c6fi1e/u7rb16vcNgDfacz9qgzscHJH7IUIQBNTq1sM5XgteLblHo1Fefvll5HJ5Jb/eCo978lytAt7CwkIlgjAwMPCaXm6vpc/d7/dz9epVnE4nU1NTfOJbN9lNJsqT3wTKKm+5AuIebwsFkcxe1TwFEdW6BLHNnPZcm07HkYnWA1UAjIrmKvi5UBhfQEJXSYdO3dr7rUUgVe/dzgRCmGX111whkTIfbC7Kk+Sbf18qCCz6qwp1Vkn7l240n2Vc58Sm0DLXkIeOFPL0KVp/166sX66XKdjdSjJibg7ZO7X1edh0ocBYTQscQDBTHw3YisXq/larqlGKOV8Qk6bs6a8GwvTbTQDM7gYwapUV7x3AG0+SSuXw++KMu6yYXXruLXkwWDREklkQRf7if17hf33pbsvjbMTjzm0rlUpcLhfHjh3jqaee4sSJE6jVara3t3nppZe4du0aKysrRCKRyjO0/w54Iz33fXI/8txfO47I/dsAUqn0kftd973j3t7euvx6u+0/Ls8dyi+L2glzh1FkuL/dRw3L71fm3759m/HxcQYGBiiKIn83v4wGGcU9jrPmFeRr+tGNMhkIIORElG4pWbMEsUVaUB4tUtS0fjEFSu1z5tE289ETxQJz0RJa2cHejFGuYjUaqVuWLOSxS+rJb0hrI93iXpoJ+5u891Gtg3BNz/xsMIBB1n5YTTpXoktmpdDikhhVrQuklkP1Xv2IzEYwkUErb04VbEaiTRGAbKneKF2PROg2Vj18XzLFqK1qKMz7A2gV5QtXKJUqhA6g1ZV/M1co0usqe/j73rs/kmRs2EEgkoSiSDaUYWrCyaY/SjieRmPVEk9keeWlJf7mc9dbHmstXk9deYlEgtFoZHBwkHPnzlWii5lMhnv37vHSSy9x//59dnd3K+u/UTjy3A8PR+R+yHgcD+yjkG+pVGJubq7iHQ8ODj5wn16PmfF375Y9moMiCI+KRw3Ll0olZmZmWF1dZXp6GrvdjkQi4ff/8Sq+dBJRKLdMKTMCsWw92SZzWYS0iNwrJWeUIBZL5MzN51WVbr0/HXIVnnSi5WdqqYzVA3rT7Sot31jzcNLQ1XadPo2lZdj+dtDHuKbagSArtc+vN3rvskL9upligVFte6NsJxVn15tq+dlCOIRO1mwNRYp5euTl0P+ARMO9tXI4fjEQQtmQU/enUoxY6z36xWAIi7q+XsOur7+/anvgs4ViZZ47lHvm9x+P/bY4gCV/CJVCWue9r3hDaNUKZjZ8FPNFNlaDjPZ2oLOqmVv20dlvZdMd5e//5hZ/9HtfO7AX/o0c96pQKCoRq6eeeopTp06h1WrxeMqyvNevX2dlZYVwOPxYjf5WSCQSR5Xyh4Qjcv82wMOG5ffz68FgkCeeeOKhvePH6bn7/X7y+Txms/mhhGkeBY9SULd/bqLRKOfPn0ev1yORSEjnC/zDwhp6FJQUIhRBnpNQqG1yKJQoKkRkISl5Q/mRUSZBlDeTu7m7dX+uRdr+uAd11qZK71p0q00A3NoOMa5vXUkvFts/yjvRLGqJHAkCy6FY2/Vmwn4GVOV7RiWRMeNpNjg2IrG2bXEDMgOqbOvrkS0WWwrXAJi1BvQyBbFQdbupfJ4eVXOnibbh/imKIn0NlfQbDfKzC4FgnaEQzlQNN18iyZizHN2obYtLZHKM9Jb3d997T6Rz9A9YKRRKqM0qkqkcyVSOUqLAiZNdzCx7Mdm0lFRyvvX1RX73V79Evk0r4BvdcrYPQRAwGAwMDAwwOTmJRCKht7eXbDbL/fv3efHFF7l37x47OztkMs1FjYeNVCp1KB1GRzgi928LPExYfj+/rlAouHjx4iM9II9DAW9/SM7t27dRKpV0dXUdelTjYT33RCLBlStXkEqlTE9Po1QqK8VMH/37KwQyKTK5PHFpAXNKTr5UpFTjxMrjIpKMjIKu+rhIss3XQyYR8Mtbh9c1uvbXQ/IAtbNisUyY+ZLIsidFX0NhmwCsRtv3W/sySYaV3QxorYSyB7+gpYXygY9qHS3D9750iimDs2m5AGx7k/gKJeRC69dKtI0s7mI0xLDESixdLxAkttjOUjCIooEUG1sEA6kUo9ZqOiJdKNC/V1inkEqRCgIXuzqZdjqZdjixqTUcd9rpMxvZjScqbXHbkRgSCXXe++ymH6tZw/JWkLExB0vrfvQmNXdvbDF9rJtoNo9EJkFl0TBzZ5tf/+W/IZ1qLmB7s457lclkOJ1OJicneeqppzh9+jR6vR6Px8Ply5e5evUqy8vLhEKhx+IQHEnPHh6OyP2Q8bjC8geR787OTiW/fvLkyUfWhz/ssHytMM358+dRKBSP5UXwMAV1gUCAK1euYLfbOX78ODKZDEEQEASBRCbL15ZWUZWkKNQy5ElIiAVU0uo1lKZEpBmRgqr+uhYMzY/OsNFCpthMiAIim4n25OtNtQ7XAwiiwFosUvk7mc8TCoNNWX0BDmithLMH68nf8HswCw+eabDvvefS7e/jbLb5nPdINISzReK5HFOW1j3xy5EwPZrmwsB+rQlppvme3YglMCvrQ+7JfIHOBgnn9Wi0qZJepahWfNs0GvQlGf1FNXJfkZ2FMKV4kbl7Hubue7h+e5vYdgrfYpTISoILdhfTTgc2nYbJvnKkZN97zxeK2Bzl33JHE6hUMlZ2gpgtGhYWvcjTRRwuI7F4Gr3TwMqil/f/wl8SDdenK94snnstGtvg9r36/v5+zpw5w1NPPcXAwAD5fJ7Z2VlefPFF7t69y87OzqEpXB6F5Q8Pb6676wgt0Y7cS6USs7OzzM/Pc/r06YfKr7fbviiKh6Jw1ShMYzQaH4sGPDy4oG5zc5Nbt24xOjrK4OAgEomkrv3o1//662TEIolCnpiQQyWWi+bi8jJBCzkReUwgb65vDVJkRXKm5kfHoGodeu/VmQjnWr/8TAoVvkJ7b7pHrW8qtguk00gyKnR7xW0m2YOjNEVRJJt4uMddWVIz42vfU78QDtLfED3QS6qGQy7X3lB0qupJWCoIZAMlcvlmo6goigy2EDZq1ZFiaGjfWggGGbdYOKW3kdpMcX8lRDEvsn8bLriDaPdy8SVRxGGrEoo7GGdu1sPafT8JT4rjHR2MuzpwOMqGycyGj26XiXAszeCInXQmj65DQyKVRapTMHtzC5tZh1mjYGDKxc5WmPe9+zP4PFUD743MubfDgwRs5HI5drudiYkJnnzySaanpzEYDHi9Xq5cucKVK1dYWloiGAy+amfhaCLc4eHNdXcdoSVakXs2m+XatWuEw2EuXbpER4Na16PgsMbKRiKRlsI0j5PcW2133+hZWlri9OnTOJ3Opp7ihR0/17Z2yGQKqOUytBkpGYpIMyWKWgkURdR+EMQSxQavfWqgdUtbqA2B21TtX1Z2qapNQ10ZylzrTzejCexYUEikhNIPViPr0ui5tr3LsTY5+1rISlK61Qd7+UahSrAOlZY5T9UYWAgE6dS0rj1YC0fqcvbTJhfbgRiL/hB2bbOREkw1Gz7LkSj6Bu/dnarK1mplUoalBvQJGQsr/gqhW7TVXEsmX2Coqxq6X3IH0SjL0QN3MM5oXznfvuOPIS3Byj0vW/N+zg920Wk1INOU151Z89LpMrK6GWTyeCeb22GGj3exsR4kL8LstXV6+y1YTRp+77/+LzbXynPsvx0894MgCAJ6vZ7+/n6mp6d5+umnGRoaolgsMj8/z4svvsidO3fY3t6uSMo+DI6q5Q8Pb667638DvB5h+X11N6VSeSgSt/vW+mshYLfbzbVr1xgYGGgSpnlc5N4qLJ/P57lx4wbBYJDz589jMBhaioX8xt98E0EiIS8REfNFUntjXcW9Xiu9WyRvkCIrNZNrXmg2ggwKBWvx5gI0uURC/oAhLsU2BVf7kKrbX9u5QJhxZRcr0QdPgXMpy15nPF5oq1y3j3SqiPkBOvYzAT9aoUxwvQoLtQEUEehq05cfzKSZNJWJUy9XsLFe9mZLokivodmg2IhE6WtYXiiVGLXUV82Hc3mGzWbGjWY0QSnLG2F8kUjdOluRZJ2qnTeerAgUpXJ5hnurBnJWrF7jcCoLAiTTedKpHMGlCJJEkdOjLiQSCVJtOeIzv+nH7tAzs7DLyDEXC/MeJqb7WJrzkMrkWb6zzX/5D3/B3O2tN23O/dUaHDKZDJvNxvj4OE888QRnz57FbDZX9CQuX77M4uLiA736o5z74eGI3L8NUEvu29vbvPLKK/T19b2q/HorvBbPvVGYpr+/v+ml9bha7RrD8vuz4AVB4OzZs6hUqpbE/uVr86wFw4TzWSiK5MRSRTmuqAfdZpGMqXxeJfZ6D1EqCKw2kLhCIuW02ckZYxendV1MKh30YcGY1kJYypY7zTG1i2lTFx0NI03jB4iBqSRSlqMHS84G/HFGJKYD1wGIJ8ve/WYsyiljezEds0LFojfEjNeH44CIQ14UGTe4UEqkLLkjTZ+vhsJ18rm1kJXKBz2pthOtKTZzR+It17dpmvcj2lBjIBUEehR6NhYiJPYK87zJHHZ9NcKQyhfotVa3tRuOM9JZNRJ2InH2d3l1N8xAVzn14A7EGB8s1xHMrfno6TGzuR7CtxPDUpBiUCqZGneRyxVRGJUIEoF1dwSb08DMjJuxUz2sLvnoGXeSSGT4L+/+LLdfXn9Teu6HoU4nCAI6nY7e3l5Onz7N008/zfDwcOVd8eKLL3L79m22trZIJpNNz/ARuR8O3lx31xFaYr9afnZ2loWFBU6fPv2a1d1qIQjCq/Ku973kBwnTvB5h+WAwyJUrV7BarZw4caKucK4WoijyiReuIyIiSkAeKVBUlR8DWaaEPFQkay7nYi0aFVF5vVEyZDFXBpLo5QrOW7owZlSkkgVubHi5s+1j3htiKxInns0xaLIQzmS47w5yc81PwFPAkdYyITNzwujAWzMFrRGDug7yDzhverWOjWgaC+371w1yJcuBqkGyE0qgEFq/xIe0FkoiFESRXpXpwN/eiEQ5pncSbZEWCGcyHDO3LqybDfoZNVi5t1Q/anY3nmCkwSMHWAtFmtrvVkJhXHskoJRKOaGxcXtuF7Wi3th1WuojCOlC/fUs1Ijg+KNJxnqr97CsZu57OJ2tePkSZfl+8QYSdHabmb+5w/ZykOP9dtQKGZMnOkln8qCRo1DKWFzyMTDuYHXRS9+ki1JJ5E8++CI3vrHZ8vy8UXhcqYJ9r35sbIxLly5x7tw5rFYrwWCQa9eucfnyZT7/+c/z2c9+lmg0+lDk/rGPfYz+/n5UKhUXLlzglVdeOXD9z33uc4yPj6NSqTh+/Dhf/vKX6z4XRZHnnnsOl8uFWq3mmWeeYWmpXk5433Gp/febv/mbj35CXicckfsh43GE2orFIrlc7lDy6+3wqN51rZf8IGGax9VHv9/nvr29zc2bNxkeHmZ4eLhirLS6Fh/6wssEw0mS0iKyWJGirkpy0kSBgq5aFNdrbw4T69UK7Got50ydEBG4ueohnMqwk2jtdRpbDMTxZvLM+ZPI0yqm9V3oZK2JWXNAbzyUuWYnniRTLGKTmtqG23uVemqzC/5UipP61t57IllNE8z4Ahjk7RXp/OkU0lT7yFEh3/qa50slXEU9xRYpD10LZbpQOs14g8wsQJdej06hYERiYmHFTyZfYNRV/2ys+SPIau6DnWiKLmu1HmAtEEWvrN4DqXw1IrCwHaDTVjYO3IEY40PleoWV7RDDQ2UjYGkzgMmkIZHIUiyKrNxyszXv48zxbtQqOQOTTorFEm5fAme3meUFLwPHOhEkAv/r0zN86ve/3vIcvRF4PWa5C4KAVqulp6eHU6dO8fTTTzM6Osrm5ibvf//7uXz5Mh/+8If54Ac/yOzsbMuC2c9+9rM8++yzvP/97+fmzZucPHmSt7zlLfh8vha/CC+//DI/8iM/wjvf+U5u3brFW9/6Vt761rdy//79yjq/9Vu/xUc+8hE+/vGPc/XqVbRaLW95y1uaevt/9Vd/ld3d3cq/d73rXYd7gg4RR+T+JkckEuHevXuIovjI/euPgkchYL/fz+XLl7Hb7UxPTz9QmOZx5tyz2SwLCwucPHkSl8tVqYhvhZUlN3/z8j1EsYQggjQPBf2e154sIbUqEWva4JJifd+1WaFEnpcS9Wa5te4lvVfh3WnQ4U219sAjB/SVF0olbm/50KbVTBibox6+BxQi9etNhPempS2GQpxto2CXjDUX+i34Quil9URqVapZ8lU9/EyhwJiuvSHZpzOSjOXbfj4fCODSNHthQwYzHm/r9r9FXwCVrJlg5C0iDZF0hq6cltWtauoi1tBLH0tn6TTUG1hWQ/UZKonQ31k1HNb9Maz68v0simAwVr8bSWcq3ns8n0MQBDLZAvausgGwsOxjZMJJIp7FvRPBt+TDvejjzJle+vssKA0qjGYNS/MeusY6EKQCX/izK3z0V79EoXD4aatHxRtR5CeVSuno6ODnf/7nmZ+fp7+/nyeffJKvfe1rnD17lu/93u9t+s7v/u7v8pM/+ZO84x3vYHJyko9//ONoNBo++clPtvyND3/4w3zf930f//E//kcmJib4L//lvzA9Pc1HP/pRoOy1f+hDH+J973sf/+pf/StOnDjBn/3Zn+F2u/nCF75Qty29Xo/T6az8ezMX/x2R+5sY29vbXLt2je7ubuDxaj4/jOdeK0wzOTnJ2NjYQ0UqHge5FwoFlpaWKBaLnDt3DpPJdOCUrVf+/i4//dynKaaLZNWgDBWR7CnMCQWRYauZpKzqJWgUMpYiVdIY01uwF3Vc23Q3eZxOQ+swolYmZy3SuthNoKyDDuBPpljYCHPW0I1KWvaELQoNG/H2vfFAU/7+rtvfFEqXCRL8meZzH8/l6BPqQ9YDmvrCOIAFbwBZG0U6u1THoj9En751Zb0ILae+6bJyNsNRBs2mps9S+QIT1mZDZyEQrFOnU0qlKOMCKrH+mVjzh+mx1h+XvEGedtkbQiWvGgvrwSgyWfUYrTWe/dyWH526fE12/DHG9nLvO74Y42NlT35uxUf/QNkI2g0m0OoUeL0x+sedJGIZ7tzcJBPNsHHPjV6nZHTIhqxUYviYjfFjLjzrAT75W39POnmwVsHjxhs9y10URQqFAj/8wz/M3/3d3xEMBvnYxz5Wt87+jIpnnnmmskwikfDMM89w+fLlltu9fPly3foAb3nLWyrrr62t4fF46tYxGo1cuHChaZu/+Zu/idVq5fTp0/z2b//2I8/8eD1xRO6HjMMIy+9roC8sLDA9PU1/fz/w2lvVDsKDPPdGYZrOzs626zbisMk9lUpx5cqVSm/+zs4OsYbpX/vI5wp88rm/4ld//k9I2dRIFAKyPOS1UjJ73HjK7kRnrSfKAYelku++YO5kcyeKQato2baWLbV+wPvNprq56XXbN5qI1fWvC9zc9GIr6BnWW+jTmA46BQDEG3LduVIRWUaGtOaxHjFYSeZbe9eL4ShGavLK4eZIQaJQ4ISxuX1OIZGyulM2XGzy9tGk1VCkfn+MFha2ggCYlM0pCyhXrjciWygyail72AJwTNPB2nYYlaI5amRtUANc8YVx1Ix+TWbzjHZXDYhoKstET7U+YNkbwaQr71tJhE5n1UDxhCOV/98JxypjY9OlIoJEIBpL0z1Y3vbsvIfR450UCyWC0RQWu47t9RDZosj2Sojl216KRZHVe9t89bPX+E8/8Un8LYoTXy+80bPcob7PXa1WMzY2Vvd5IBCgWCzicNTfkw6Ho6KN3wiPx3Pg+vv/fdA2f+7nfo7PfOYz/OM//iP/7t/9O/7rf/2vvOc973kVR/n64Ijc32TIZrO88sorRCIRLl26hNVqrVjTj5vc222/lTDNo+AwyT0cDnPlyhXMZjOnT5/m2LFjZLNZ7ty5wze+8Q1mZmbwer0UCgV8W0E+8q4/4/7LS6TO9iApQV4pIBRAkS9R1EiYtju5t+VlJ1kfJpbIQS+Tc1rj4Naah2JJpCA0H4NUIrDa0HK1j/wBql1WVevRwDvRBOvbcYySg0cHa2VyVlqMbl2LRpjWV8Pz2gMK7fKiyJCm/EIzy5SshVvXDXji6aaCtimTjXimbFzMewPo26RmQuk0U5YqkarSVc9w0RdsGYJf8gextwh37pP+OauL2b1ivAV3AL2q/hgX3H5qHHFEETrN9X330XR9uiSerRpKhWKJ3k5T5e81fwytuvwboUSevr0wfCiaxukqGxJub5TxybIs7+yih8HRsrGwvh3GatcTj2VQGlQoVTI2VvzYB8wIUoHl2V16JzqRq2RsLvl474/9DxZubzUd++uBN0Pv/Zu5Wv7ZZ5/lu77ruzhx4gQ//dM/zQc/+EF+7/d+j+wD1CHfKByR+5sIkUiEl19+GbVaXZdfPyyRmYPQjoD3hWl0Ol2dMM1hbPtRsbOzw/Xr1xkYGGB0dBSpVIrL5eL48eN8x3d8BydPnkQul7O8vMwf/+5f8PPf/et864s3mU2kKOjloJQiT5coKiUMTjrpNxiZ3/LTYzPijleJTSJALl/ElFUx4y5PKZNKBFZakPiQxUyq0NozDrXxmAESB3wmlmBmI8A5S/voyJDBQrFNVODWjodhTbnqfCvUmrD3ccfro1dtYkjfAW3C755Egkl9fUFbLl69nplCgXFj+9z8fmBjzGRlabua6kjl8kx0NIfgRaDX0NwnvxQI8YSzm3szVW8qVygy5KivsE8Xiox31Vfqr/nDSCXV41v3R+irKZhc9YXpdZjq/t73yjO5AoO91ePPilROlTeWRbVXPb+04UezJ24TiKVRqWSk03mURhVSmQT3doTeMScIsL0epXvMBgKsLnjpHHai0iiIhpL86k/+KS/+3cPNhT9MvB4FdQ/6/UwmcyC5d3R0IJVK8Xq9dcu9Xi9OZ/PMAwCn03ng+vv/fZRtAly4cIFCocD6+nrbdd5IHJH7mwRbW1sVEZgTJ07UPWSCIDyW4S61aLX9nZ2dyj4dO3bsVT/4r5Xc9/tj5+bmOHHiBN3d3ZWK+NrfMJvNDA0OsfRVLy//+Qz2fiv2405yxx2UFFKEXJG8XoZSLsWTTpJPFskViljN9WHcaaeT9a1IWeRkDwMdJhK55pYvvbp1NblJrsDfZka7UiJltU0uHqDXYCSUTnNr1ctZa2uClx/w6BZFkUxCZFhnwZc4uCivJIoYS2qisYNV7oLh6rmwK9Us7QbrPt+NJNpOi5sPBHCotMiTzfucyLQ+R9uRWNPs9n6TCUmk+T4KxZsjJLmGezmczDDeVW9ImHT10RGjrmq4xlJZxvurBsKaL4JiL0+/E4gzNlDeVipTYGCovF42X8LWWY4QhCMpOrrK0YetrTAjx8vRlMUFD5NnegHYWAkzfra//P/LPjr6OtDoleRzRX7vvX/DZz76tUORhH5YvNGeeyJRjp7p9a3VDaE8rvbMmTO88MILlWWlUokXXniBS5cutfzOpUuX6tYH+MpXvlJZf2BgAKfTWbdOLBbj6tWrbbcJcPv2bSQSCXZ765bPNxpH5H7IeNSc+35+fXFxsZJfb7UNmUz22D33/e2Losj8/Dxzc3OcPn267T49yrZfLbkXCgVu3bqF1+vl3LlzWCyWlv3rACFPhN/+t/+Db37+OtFAgt2VAO5OM6JcgigIKK1KRMBulGMqSPDGyi+TnZrBLdMdDoSS0EQOem1rEg9lWpPnQIt+7X0MmS1N26+FrWbU6e0VD9OW5ra17TYh9H3sxON0CaYD19mHP5mCNnPo9+HN5RjVlY/JUpDR6OV74gkmLa2995IoMqbvYHmnWZBnJRCm29jspXvjSUY7qudQLZNBqMBGIIqk4dJvBqPYNfWh+SVvEKex3gMsNNyD8+4Ampqc/dyOH526up1YOkuPzch4Vwf9ViPnR7s5PeDk9IATo1rFyUEnU/12CsUSgz0WTAY1G+4Y3T2m8n65Ezg6ywQ/M7eLq7d8nLMzbrqGyuvM3t2pEPz2WgCj04R+z9j8/B++yH//j39FNvNgeeHDwBvtuSeTZQPyQWH5Z599lj/8wz/kT//0T5mbm+NnfuZnSCaTvOMd7wDg7W9/O7/yK79SWf/d7343zz//PB/84AeZn5/nAx/4ANevX+dnf/ZngfI7++d//uf5tV/7Nb74xS9y79493v72t9PZ2clb3/pWoFyU96EPfYg7d+6wurrKpz71KX7hF36BH//xH8dsNjft45sBr13e7AivGplMhtu3b1MqlXjiiSdaDsTYx+vhuZdKJfL5PHfu3CGdTnPp0qVDafV4teSeTqe5efMmMpmMs2fPthWmAbj/8iK/+9N/TMRfJj3nQAepQTteiUheI2Gyz8ZdX1nXu8Nk5MZGOQRn0chwx8rfOW21c3/NS4ej+eXiTzeTuFGpZD3WuqK9dIBivFZ+8GOXqhsnK3B/zcepASe3Q+VwdI/OwI6//SS5ffiCSfq0RjaSB1fdO+VqYv4EPOC9Li/JkQoCkUSbme3x9m1/+VgBqSC0TCU4NFq2o80FkRpZlXin9B3MLJSPf7zLxtxeumQfZp0GX43anSiCy6zHE62ep8XdIB0GDYFY+Vpm8gVO9Tm5s+rZ+47IqT4n6XiOeCjN7lyYkW4ri3Ple8VkUJNJZCuDcaZGnKzMuMv7NOpgeyOKTCKgMIgMduhRqBWoVHI6DDqyuTzFUpEOu4pctkQ8lcPm0pJJFtjdDnHsfD9hbxS1So59ykUpVyAeTHD/pQXe97aP84sf+TGcfc29/oeJN9pzTyaTqFSqBxoYb3vb2/D7/Tz33HN4PB5OnTrF888/XymI29zcrDuOJ554gk9/+tO8733v473vfS8jIyN84Qtf4NixY5V13vOe95BMJvmpn/opIpEITz31FM8//3wlDalUKvnMZz7DBz7wAbLZLAMDA/zCL/wCzz777GM4E4cDQXw94z7/BCCKIrkW4dtGhMNhbt++jdVqZWpq6oE39EsvvcTo6OhjCwHdu3cPiURCMBhEq9Vy4sSJB/avPyy2t7fZ3d3l3LlzD/2dSCTCzZs3sdlsjI6OVtrcWhH7F/7gq7zw6csYO/QUiyWUWhULaz4CE3YwSXE6zUQkOXyxJGNOK4uhUIVkjg/Zuen3MabSsuZPYtHI8VKfD7doVfhKzaHfEy47d4LepuUAJrWKcKY12fUbjGy0mb+ulEgR8gLZBkNOKhEY67NyN+zlXEcnN7ZaVwZX9lmlJu7PMGrvYCbtP3Dd7rwSXzLPQJeZxdjBcrdP9Hbxyry75WcCoNfJCBXrz9+A0cTucpRjvXbuepqFRgwqJYlSjkJDi6FaLkOUwqjZwuJM9XsTXTZmG8hdo5BTokQmXz1vFq2aSDJdJ+Az3e/i1tpu5e8eqxFpCTrkarZWg8glEpLRDIVC+Uu9LhPbW9UUyonxTu7f3wHAZFSTjWXJ7hljI31WVhbL+3lsqovZW+XCuLEJJ0t7RXK9A1Z2VvyUCiW0BgVk86RieQQBhibsLN/eBsBo1aLVKHCvlo9To1fx7//rD3L+e6danvvDwLVr1+jr63vDwsw3b97kB3/wB/H7/W863f1vRxyF5Q8ZD3NTbm1tVQrDGoestMPj9txzuRw7Ozs4HI6HEqZ5FDyq574/hKa/v5+xsbGmUa37SCezfPhdf8Zff+Qr7Kz6mbuxjkKvoSgRiA/Z0OkUoJFhNqjwxZKY1WqMWlWd9+jLpjlrc7HqTyICDmtziNhpaN3q1UY6nV6DoS2xm5UqNtsQO8CQydJE7ADFksjSZogpk41U5sG9tQN6IyCw6Aty2ty+KMgoleHb051XFh58Hyoy7dcRgSFTc2hevpfPz7SZXhfLZJlsIV2czhc45XCws1Jfn7C4G8DcUOuQyuUZc9VvI5RMM95Zv6w2rN9jMWDKy9AnJMzddZNIZAnH0owNV1uiNncjjAxVyW51M4BGXX42ItE0w2PVcxtN5ZDt5eXnF3ZxdZsAWJjzMHayp7y9tSCDk+U0SzKWQ2sxoNYpEEVYnvPhGi2nIqLBJMFAgqHjZY2LVDzD77zrU/z5b/0vio9J8ObNEJZ/XCJd/xRxRO6vI0qlEvfv32dpaYkzZ848Ui77ceXc94VpAoEAZrP5oYVpHgUPS+6iKLK0tMTs7CzHjx+nu7u7reKce9XHL/8fH+Qbn79OMpbG2mXm5HdPsTrrZqlQQmFRYeg3MtphJVbKIxXAqdKwVdMP391hwKXUcWe16sklad7PWJu8+lo42HK5vYUq2z56DcYDR7weJDmbL5bw7CYothClaUQhW13HE0ygavPSHjZa2c+fz3sDjBra1woYlUpuLruxH/ACXvKF6n7LodGy5S9HPZb9ESxtjMZCofUxKTICyUx9JKBYEjEpmu+JeLpFcV7DrRxMpDjV5+KMw0FoMcbKcgBZQzueL5Kg9hHI1MyaT6RyDA5WyX5x1YdpL0fu88cZm+qsHI+glCHZm0K3thHEttcvvzTvZWCyvA3fbhRLtxmFUgYi7K4nGDhR3kY2nWd10Uv/8WrNxd9+8kV+9f/6I8K+1roOrwVvhrC8Tqc78toPCUfk/hjQ6ubMZDJcvXqVWCzGpUuXsBxQcNUKj8NzrxWm6ezsPDDn/1rwMOp3xWKRO3fu4Ha7OXv2LBaLpa3i3PWvzvDf3vk/0Jk0jJ8bZPz8EKJMTiySwnSqF8GhoWegA5VUii+aYN4b4LTLRU4ssVMzeazHaOB2DbGbtGpWG3rHpRIBf7HeU9ZIJIwqVLgEFaf0Nk4bHZzQO5jSdDCmtKDKSTlv62yp3CZ7wIvLl2g/SAagV2ckEymgk7U3ApRSKSve6nEEkilOGlrPcU8m649NWWj/ShgxWMjmi/Tq2uscJHK5uoExfSpDnepdj8nU8nsL3kBTb/tJu4Nr97ebFOcAEoXmxr1VX5juhkExC+4AFm21Cv5Ypx1JuMjcPQ/iXrx+cdNf0ZAH8AYTjNd47xvuMMMD1QjA4rofw56kbTZXwNlVPaaFFR9WW9m4294KMX6iXCWfSeeRqOUIe/LGG+sR+kbKv7G9FqR73Fk1BOYDjJ8bAEAsiazP++mcsFYOeO76Ou/5Nx9l7tpa03l5LXijFeqOZrkfLo7I/XVAOBzm8uXLaLVaLly48KpI9LDHpjYK02g0mscW9n+Q575v+GQyGc6dO4dGo2lL7H/9e//AH7znL9ha9DD3yiqiRIKglGPs0CO36UkblDi7zRTksOOOYus0MGHv4O7KLnpTNZQ77XKyGar3fnrtzV71oM1MMp9HKZVyyuZgUm2mGCkhFxWs+FPMbAW5v+FnbsvPojvEtj/G7S0Pt5c87G7F6SrpOWdxMWWxIZdI2Iq397isKjVbLQrLaqESZHjiCUYV7YurRkwWsg2h23vbPlzq+hdnh1rDqrc+xz7vDbb13qOhsge+sBuok4JtRDBejnSYlCrmV+pz42uBKMoWwjUiUHv2dQoF3o1y+sKqbY4UBBJpxjubUwA2ff0xFkWRPpsZhVTKWaeT1TteZla8dNWQuSiCxVT/vUaN+lzN9LhMNk9PT/UczS156N77O5crYLZVW7nmF3Yr5L/rjjK4J3RTLJQIRVKY9wyBlXkPI6d7KwQ+f2eHifODle24l6MMnOjGaNPQPWKimEnx/rd9jI/+3/+TgD94KC1zb7RCXSKReNMK2Hw74ojcHyNEUWRzc5Pr168zODj40Pn1VjjMsHytMM2FCxcqFaqPY7gLHCxtG41GK4bP6dOnkcvlLYk9m87xOz/9x3zqN79E2BtDppRx+nuPE42k8e1EUHXoSOtVOAatRDM58pkCuUIBXyKJ1xtHKhFY2vPKjzlsROJpdiL1RJoVm8+vXath2uJEnZAwu+xj2RNBFAUEZevWOJtSXkes/liSO6tellaD9ItG+jUmZG1eoAd5xPvY2WuBu+/2cd7cugdeJTZX4+dLJTTJegLo15Xz8o1olXvvNxjZ9JXJNpXLM9Gm7Q1gKxJjzGRhVGcm12BkJLI5Jm2tvxvKFSsvJGdRQjSxNxRnJ4BC2ryfrebFr3hDyKX1yxOZHP0yHbP3qlEas6neYJjf8GEyVI3uLW+EkYHqfq7v1Hvv8ys+LHvheFEEmapGeW/Fx8h4mcQLhRLIqZzmpcUAQ5Pl6xaLplEbNcj3xtTO39tmcs9jB5i7vc3khSHsLiMTJ7vJxzPotCqSgQzxYBpRFPnGX97iff/mo/zNp/+O2dlZvF4v+QMEkg7CGx2WT6VSRzn3Q8QRuT8GCIJQ6V9fXl7mzJkz9PX1vaZc0mGF5RuFafYf5sOODNSinefu8Xh45ZVX6OnpYWJiom3hXGAnzHP/n99jZ8XL1KVhhk/30X+yn9kb69h7O+ic6IIOHQqbhvk1HzabjoUNP8NDNjQlGbFUluF+G/FMlhGrhfWtEOYG4RqVXMpysOrFdqjVnDLa2fLEuL/mJZUr1K27EmxdVd5hak/QVo2G28seegUDQ6bm3ljxAbZVj85QF7a/v+FjWF+/HQHYCrQu2NtMZjhuqhJUMt66wG3eG2DMWO+922X152vTH0V6wP2sRc7aRutzFG0zICWczjJhszFiMbPjqRYkpnMFOlvoDMy7/Zg19VGwWDrLWM3Y1y6TntR2El3DBLz5DX+daE2+UKLXVX8uCw1xnHzNBcoXijhdNQp3G0FGRquh/EA0hWJvlKzbHWNksvqZxx/HaClHCnY2QwxMVY20mTtbnLg0yPixTsYnnXhXfXQ4DcxfX2N7ycvOip9crsTg8Z7Kd4LbMT73n7/Jy399n7XVNV566SVu3LjB+vo6iUTiobz6UqmEKIpveFj+yHM/PByR+2PAfpg5Ho/zxBNPPHJ+vRVeK7k/SJjmcVbjN5K7KIqsrKxw7949jh07Rm9vb9vCuYXra/z2T3+SjXk3G7NuPBsBCoIEpUbB0MleSgoZErOGnEpOBhGDUcXtpXKrlkImY3W3TDBFuUiPyUDAlyCbL7Ibr+8TH3SWq9SlwDm7k3y4gD+WZDvSHCYfsJnJF1szcahNlTxAIFyOHGwFY2xtRDln7SyLswCCCBuRB/Sjq5tFWTLhAvqaefADRjOhZPt9iESyyCUSrCo1q95w2/Xk+eq1kAkC6zuRus+DyRQnbK3z+ACKkhSVpHU//3og0nIiHIAUgVK4+T7Mi82kUyyJ9Hc0G1P5vWhBf4eJgjtLOJym0HBv5wtF+rrqyXx5K4haWd3nle0g/d3VZ3dtO8Rgf9VwmFvxYa8JwUeSGaSy8nkLhpL0DlZTJ6vrIRyd5X2NxzKYnEbkShmubjOIImefHGKoz4xeCne/uYBEAvM31gl6osxe32DoZC/KvSr9ZCzN+oKHqUsjCHul/4V8kb//5FX+9ndeodc5iN1uJxqNcv36dV5++WXm5+fx+/1tp5jtP59vhoK6IxwOjsj9MeDu3buvSYu9FV4L+ebzeW7cuIHf7+fSpUt0dDSHRR9nWL6W3IvFInfv3mVra4uzZ89itVrb5te/+TfXee7/+3ss3dwgl8nTM9FF10Q33q0wokRCIlNCadVS1CkRVQIL6z7UOiWZXIHJATs3lsr9yAadkmAiTT5WIJHJ0WM34o7WK7xJFRIGjSYGlCZuL3tI5fI4zK2Le5QtJpEBWDVqtloYAwByiQRvTdW3KJbV5wxpOZPmDvqNJiIHGAYAqRZKZb5EkmF5laQ6FAfXc3jiCaZNLgb1pqbxrrVY8AYr3vu4pYNoqnnfIi1kX6EcPfB74/QeMGDI2GYinAop2VRzWNkdSTJga452rHkCTTK1i54g070u4qsJ4olylGB5O0iPo35/1twhFDX5/2Qmx0h/fY+3XF1vVJRqbtNisYTZWr1HvP444xPVyvaV9RAddh06nYquThNdPWaOT7kY7beS9sYYG+zAO7fL0tU1bnxtAaVaSSJaPqezNzaYujhU2dbyvR06em0YrGXyE0sis9fWGDzRh64mxZCMpPgf//GvuPG384yOjHLx4kVGRkYQBIHl5WVefPFFbt26xdbWFqlUquLV7z+fb7TnflRQd3g4IvfHgOnp6dekxd4Kr5bcE4kEly9fRhCEAxXnXo+w/H4RXyqV4ty5c2i12pbELooif/Hbf8fv/cL/pHPQzuTFYaa/9zg+b5y56+uMnBkgkS5gG7KREMETjrPsCXN6rIvZTS8uix5BLqmQ10CPBXlOqBR6mS31IWaFVIKyIGVnO8qGP1JZHmhT/LbTZrxsj7k9mQ1azS3710PJLEtrIcxpDgxza2Sypkr+fczs+rmwl38PRdtPotvH7I6fXPLB13rfe5fnWu/XZijKhLXZUJy02fAEEqy4W099g3JIXa+sD5XrlQrWl4L0mJqr4wEMDesDRLMF+jvqtcg79Rqk4TzphhY6g67eoIgls4wN1JP5ti+KpEbfdnHDT6ejuj+rW8E6731+xUtXZ/W6x5IZhnqN9NpU9Hfo6VCryHpibN91c/vrS5AvsXJnG/9OhJlb24xN91W3dW+H0dO9lb9nrq8zdaFK8DurfmRqJY6+6u+v3t9GqVMzOt3H6PFu3Au7LN/a4FO//rf8p//zw6ze2cZsNjMwMMCZM2eYnp7GYrEQCAS4evUqV65cYXFxkWCw3Nb5RrahHZH74eKI3B8D5HL5oT8kr4bc/X4/V65cqQjTyGTtZU8ft+cOcOXKFdRqNadPn0ahULQk9lwmzyff/9fceGEGmUzKxpwbQSZl4d42w8e7mHxylJIgwdJrJZovECsVMDn09NvNxEt51Ao5BrmC2e1ylbZSLiWZzLFbMx2tdgKcXavhtMPFjRU3pRpXVi4FbwvRlU6Trm6gTC1KByTNdYr2o1cBkmmRAammbavcsNHSNhUAcG/Dx7TFyUbw4NA+lJXfNLkHG54L3iCnLA4WtwJt1xFaRHmFVPk8xjM5Ju3N4jSwN5/dWl/xP260kkznWN4JIGsUkAfmd5rHuwLoarpP7Do1WXeW5c0g8oZDXFj3Y9bXRzb8kURdTWEwmmJ8oJpuEEUwmuu/U+u9m40auuxGJrs76BAl7N7xkI+m2V2MsrngZ2nOw8SpGsK+s10ZIgOwPO+hd6z8e2JJZHXBx+BU9fOZG/UEH/LGiMcyDOytY+sy0WHXs3Z3C7lKXgnTA2zMufnAD/4ef/TevyaXLCCTydBqtXR2djI1NcXFixcZGBigWCyysrIClKOOOzs7ZB4QRXocOArLHy6OyP3bBI9C7vvCNLdv32ZycvKhhGkep+e+7xW4XC4mJyeRSqUtpWRjoQTvf9tH+bs/+iar97bJZQuc/J4pkEgQiyXkWg3xWAaJRklWIqA0qdBplARjKSLRJHObXgatJlRGJYViCakAJ3ucLLqrYjM9DhO7e3rjox0WirFiXaHUPvpsJvItjB27sfXLRxBgPdSeWAPJ9tPZtAo5W9EEm8EU4xpLa8GZ/MHXplAqocpKUTyEUTloNHFv00ffAWHzfRhKCgrF9vH7BU+A/prtdBsMLG1UjQF/ONkUNt+HN5KofNZp0DM3V5bUTeWLTHY1S6DmCkWGHc0tgPPuAEa1CpNGhTohIZUukM2XGO2tNywKxRJ2U733vhuMM9ZXv15jCmJuzYfNUr3ukViai8d6GDTqSa5FuPXNFcgVie21Crq3kwyNVQ2EhVk33f3V/d7eDmPbK8Yr5IuEgimszurfO1themuK82ZurDN5odoWl0pkKZREpr9rjMC6n4Vrq+SzBWaurNA54sRZE1kQRZEXPv0y7/6OX+Obn7uGQqFAoVAgl8tRKBRYrVaGhoYqI5QNBgMej4fLly9z9epVlpeXCYfDj83wr0UymTxwItwRHg1H5P4Y8DhCWw9L7rXCNOfPn6ezs/1M8MbtH/YDvG9kzMzMAFRCbq08dveKj1/+l7/LwvU1jB06Rs8McOzpcWZfWWPu+hoTl0ZZmN1F3aEHlRSZWk4uXyKvEMjGcxgcOk70uVjcCLARigBwotNBtkFxzrznhU07nWxuhImlsmy3KGRTa1vnhDPF1gVJAxYzsWzrKnCLWs1muD3xD5rNFPcFVdwh+hWmJk9/J9Q6FVCLgD/CkOLBYc10Mk9JFNGLD5YYDgaSjFgPLgg1y6rnyqmoT3m4w3EmHK1b39yROGP2MulZCrLKOYCyElwreMPNA3MKxRIjDguOohJ/zUAdfyTd1Oi35YvR0CnXZMRte6MM14S+SyURu0PPSG8Hx1xWMhsxfBth3Bsh9gvqvb4oMnl1w6FIGtVeAVyhUCJXEssqdEAqmUOmUVRa4OLRNDK1ArW2fM2z6TzBQApnjUEwe2ODifMDDE266BuwsHlvkxtfnWHk7ECl0A5ge8lL0Btn8omROi++kC/w1T9/kfc88+vcf2kBmUxWIfpiscjy8jJOp5Pu7m6OHz/OhQsX6OnpIZvNcv/+fV566SXu37/P7u4u2Tb3+WvFkfzs4eKI3L9N8DDkXpvTfuKJJzA+hGe2j8P23PeldtfX15menqanp4elpSW+8Y1vcPfuXXZ3dyv9uAvX1/gf/+mvMNkN2Lot5DJ58iWR+1dX6RqyM/7kGKuLXoZO9SBXy8kWS5QUEqKpDPlMgXypRKFU4v6Cm+FhG8F4mukeJzMrXtYa8tS78ThnbE7uLXkolkT6HCb88QavWqAlGStkEpYDrfPeZk37wsle88GSs/KGfu1VTwinoMG410vfqzcSzR+sJ6+USNiNpVkJJBg1HSAhq1KyshfJmN8NtMyZ76PToGd9N4yiePBrYsbto0OtRq9UsNggWgPAAbuuQMqg0cDKRv15XfeGWxbQ7YbjjDqbvXdFFrYbKvp94UTdTHaAVLbI5GC91v7KdhBbg0dfqz871msj7U2S2oqxfH+XUrHE9naY8clq8VwslmWk5u9QMMHAePV3vLtRhmpa3txbYYZqwvOe7TCuQXtFwS4Zz5BOF7G6jOiMaiZPdeNb9SFBZHetOkRn4cY6JqcJZ00Pfj5XYPbqKr2T3XR0mxk60YNcCvNXl1m+tcH73/q7/Ocf/O+s3dskm81y69YtOjo6mJiYqHj1SqUSm83GyMgI58+fZ2pqCrVazfb2Ni+//DLXrl1jdXWVaDR6aDPnU6nUked+iDga+fptggeReyQSqTykU1NTj9zSsu+5i6L4miMPuVyOW7duUSwWOXfuHAqFAqPRyNjYGPF4HL/fz/r6OjMzM3hmonzxQy9R2BujqbfosA3YUakVdA/bUZr1IELfZCfpXBFRIkGmlnH33g5TZ3q4cXeLU+d6mVvxIoqQEUqc6HFwd2GXkSEbM/5qiLjPbkRWlHJ3tTpRzWBQQoNT3GczsRqLNB3XkM3CTKB1/jmWae/NPOjlt9UinL/pi9JlNSBTS3CotLgbd7IBTqWCnT3Rl2w8h1wiaZlWGDKZueerHn82mUcCLRT1oUujI0CcBXeAoW4zK6HWhk2xJNKvNyEIcHdnt+nzBXeAboeh5VjXuV0/3bSOIDQW3O1D0ZC2mO5ycufWDhODdmbX66fO5VqkM4KR5hSJQa/CH6mG45c2AxwfsJEL5dm4WT6miTEnwUA1MrC9E0ahkJDLlc/e4qIXZ6cJjztSPrb7O/QP21hfLhs8s/d2GJ50sTJb3t7cvR0mpnuZv7kJlFXqJqf792RlRSxWDRqVnOB2gNnLy+V9343QOWAjFUsS9pbPp3cziFItZ/zCIPNXV6vHuRumZ8iOgEg8XF8ncvsfZ7nz9TnGvqOff/muf8b4+HglVbb/7th/HxSLRYxGIwaDgZ6eHnK5HJFIhHA4zPb2NoIgYLVasVqtWCyWVz10KpFIHBXUHSKOPPfHgNc7LN9OmOZRUPtAvxbsV+crFAqmp6dRKpV141oNBgNDQ0NcunSJ2GKJv/ntb1SIXdehxjVuJxpMsnh3C3OPjXy2gKCU4fPFUZo1BAJxVtYDDI85uHVvG71eidsXJZnO4XIakCKwuLz3gldWz4PDoMOu07GyWy+sstlCjKax6GofSmXrl5ZWIWe1DfEhwsYBIfleo4FgsnWF+04whjotI5998BQ4Q420rDuSYETROryZTdVvazMY5aS9uV9dANye6n6rW6je1WLZEyTgaT9j3q5uvT/dKiV2TesI08KWH2OLiMjCTqAiXjNkM7N0t2ysNFbHA6zsBOl1muqWuQMxRnvrIxbrnhimPb14tVLGqEVHcivC5krVmJtf9NDTW42KxGIZnF3VXHyhUEKlqxokogjJdB55TWWfzx9HZ6zeXytLPlx91W16tkOcfXoYq0HJ2p1NZq6ukM4U6ByseubuNT8lUaBnrBopyKbzzF9fZ/zCEAqVvFyFny8we3mJmcvLWLusDJ/urztmURSZ/8Yaf/Bv/4JP/ZfPE9ipfxYkEglSqRSFQoFSqUShUCCTyVCr1TgcDsbGxrhw4QLj4+PI5XLW19dflYDO/r4cee6HiyNy/zaBVCptEqAolUrMz88zPz/fUpjmUbe/v81Xi/3qfKfTWZlR36pwThRF/vg//w3Pf/Ilxqb7mTg3wPi5ASQKFUs3d4hFU/ScdLFwexNRJuB2lydnLcy7EbVy9DolnnACEBkasuPem5DlcpnY2Y5QKJbQaZUs7pZfzH0WI2I8z6qvnoBNGhnBdDMhBNPNZCsBYpkMOoUcjVyOWi5DIZUil0oYtJrr8sW16LeaiKTbVx43DktpRCqdJRPJV8RuWkEqEdgK1PftrwaSuBT1xKhXyFl2N0cedgNxFA2J6JEOC/4aD3d+x99WeAag32zCdcA0vPltf1MrmwBIUjLWPVFUjaXtlKfgDbUIzReKJQZsJoxqJRl3muJewd+6O8yAq3l9vaa1VHDjNntdZsZ6OjBnJGwthNn1puneG9sKZbLOFOprAXbcSeyOKiGtrQUYP14Nv/u8MUaPVf+ORdI4awyEXLaAIJcxcczFQK+RyGaAG1+bw16jXR8NJomEUvSN12wnlMS7FWb8XLXQDiDkiTB8optkNFnnrfu2gizf3WL4zCDWmkE3jr4O1Foln/vtL/HvTvzf/N6//yTuZQ+tIJFIKoV4+/9kMhkmk4m+vj5Onz7N2bNnH1lAZx9HOffDxRG5f5tAKpUiimKFfPP5PDdv3sTv93Px4sWWwjSPgn3P/dXk3UVRZH19ndu3bzM+Ps7AwEAlvNdI7Plcgd//pU/zzb9+hcBOiPlrq8QjKXY2w+TSeSbO9jN2bpiN2RCOAQs7uzG0VhlLSx76xmxkM3msDj2BcJIToy5mN7wAdJg0rGwGSGfLZN3XV24dG7ZbiPpSmE3aSp/7Ppy25n5qi05VKcjr1Ok4Y3dy2mRnRGVmcyVMzpen4M9T9BcgWEQIllCnpUzpOzjjdGJvGHJi1RwsKpNoIUxTi0GLmQ1/hFGNue3DOmy1NG2nKIpoUVIryW6TSGlluwXiKU5Y6713vdAcEtcK7cOtYrLIpifSZCTsI1soMtLQ+nbMYcPjT5BI5xh3tW6Z2/JFkbQwWHeCMXrlOsLhekNM3UJgaGHDj9lQfx0WNwN1k+CkEgF5HoILQcKBKinKG/r0vb4UDlf1GhcKJTT6huJHdxSNtrpsdsZNd413vjTvYeJ0D/1DNiYmnITWfGQSWbaX/YiiWPaob28xcbaqM59KZNndDjN8stpWl88VWLi1ydQToyhUMqbODhDaDjJ7eRn3so+pJ0ZRquv3bfn2BpFgkoHpXsbPDRJyh/Gul9MGhVy56O4/nHkvv/UTv8/avc2mc7mPWq9epVKhVCorXr3T6WRiYuKhBXT2cVQtf7g4IvdvE9R61g8rTPMo2CfiR/Xc9zX0V1dXmZ6exm63t5WSTSez/Pr/7w944dOXifrLnmb/sW6kahW9o85y3l8mJxyIc+zCAMksjE51kS0qsDn0bO5GKKTTzKx5GesxkxNKpDJ5jFoV/Z1WQrHqiz6UzTDp6sCzFSGZyaHWN5NVsuHlIgHGHTbOWJ10ihoCOwnuLXmY2fBhaFM9D7AVjLK0FeDevIfITopBhZGzThcDZtOB5K2WyVhrU6C3D+leU/Xstp8zHc6W69TKz9ZiIxjlTEc1dKtRtPesl3YClQI+pVTKymbzrPq5bT/9LbTzu4x6ljeChBNpplzNLWz72PJFKi8cqUQg5q1eL18o2fJlFIynmOxqJv5uvR5li0K/hXU/dnODTG+xRK/D1LSu1VAmaaNOxYjeyMy1LQYG6n9rbSPIyEj9MWXyYmU8K8DaWgi7o3p/xGJp+oar3ymVRIqCgFQmQW9QcexYJ7GdCMVYioVXVsmmcqwveBg41lWpcBdFkfk7W4yf7a9sJ5fJs7bgYbyG9AHymRzDx3vYmNuppLhKJZHZqyvoOwwMnuilESqFAveqj+HpAWSKBhW+ksi3Pn+Nn3/i/Xz8F/6M2/840/T9Rux79fvh+/3CvIcR0HnllVeIRCLkcrkHkvvHPvYx+vv7UalUXLhwgVdeeeXA9T/3uc8xPj6OSqXi+PHjfPnLX677XBRFnnvuOVwuF2q1mmeeeYalpaW6dUKhED/2Yz+GwWDAZDLxzne+k0SifQrqzYIjcn8MeFw5dwCv11sJfT9ImOZR8agV87lcjuvXrxONRjl//jx6vb6tlGw0EOe5f/Mh7n5zAUEA50AHx79jHEGhYHNhl9lrawyc6kMml5JJ58iUygI0eZkUsVBCYdailSuxD9rpdRjYWA+ztBtAKZOgLcF6DUl2Oo2YFEpWVwJk80UkEoFVfz2JWg1q1veWSQU45XTQqzAQi2a4u+ohEKv38pP51iTdazUSTNSvu+2Lcnd+l/BOEklKZKBNOHvIerAwjQRYr1HMu73qYVjVHLZ0B+NNy/Yxs+GjR69Hp1Cw7G4m7H0kc3mcQvleGjabSGVbTxYzSptD3C5VlUx9wQQtBrgBEEyk6deVDdETTge+mrY1TyjOeAsSh3LouhadZj0r9z0kW7TLlUQRl6WZIFa2gygbSGxh0894rw1tXGRjuZyuWFrxYWjw8pPJbG3xPOFItq5SHkCUKOpaz+bm3Nhd1f2QyyRMn+4huxth7lvL7K4HSCaymDqqhvnSvZ064hZFkYW723UEXyyUWLizzeTFYTr7rfQN2Vi8tsrslRUkchlDJ6uKdwBBd5i1mR3GLgyhUMswOfQ4uizMvrxE1B9n9vISRpuRqSfHkDZEKaaeHOX5//E13v8vf4v/cOZX+PInXiCdeLC4TTuvvp2Azi/+4i8yOjoKwF/+5V+yudk6YvDZz36WZ599lve///3cvHmTkydP8pa3vAWfz9dy/Zdffpkf+ZEf4Z3vfCe3bt3irW99K29961u5f/9+ZZ3f+q3f4iMf+Qgf//jHuXr1Klqtlre85S11Ij4/9mM/xszMDF/5ylf40pe+xDe/+U1+6qd+6oHn4Y2GIB5WH8MRKhBFkVzu4HDrq9nm3//93yORSDh27NhD968/Cr72ta9x5syZh2qhSyQS3Lx5E61Wy+TkJDKZrGV+HcC3GeSP//PnSYSSJGJpPOt+eia62Fz2k9+btjb9zDE2ln1EgkmOf+c4i/d3GDrZw/ZOhI4eM7FkhnQ2j6nLxNKCh7GTnczu+OnUqClISmwkql7gqTEnt5c9FfnZkf4OZv31xHZixMmdHS8nHHaCgSSecAKVQkZeJjaNKdUo5GSEIoUWRDw94OLmenOFOMCxbjv3t3wIAhwfcbIYDdf1wk87ndzeap3fBBi2mFlz1xslcqmEri4jS5Hy8h6TgV33wZX0g3YzGoOC+0veA9eTSQS0Rjm6gsBuqHX1vyCAy2lgc6/yXS2XoY4KpGqK2SYH7Nx1t37hDthNbCRjOLIqguF6o2io08JSoPUkuS6Hga1gDKlEYFhpYGuzfPxDPR0s79RfW5VChlQuIdGgMHhi2MXd5eq1GuvpwJiXcu/eTt16xyY6mZmpX9bVqWFnp7q/BoOKQipPpua4pyY7ma3ZlsOhRVoqkI9kCe8mEQQYHLWzOlPdh+6BDrxbwbqiyckzvczWVL0LEoHR410s3Ngo/7ZFS2e3CUEQWXhllWKhel8KgsDE+QGWbqw1FWIOnepEKVcw89Jiy0K3jm4L1k4TyzdWGZkeYO7yYtM6WqOG7/7RJ/mBf/cMncOtI0kHoVQq1f3bTzX+wz/8Az/+4z/Od3zHd/Dyyy8zPj7Or/7qr/Kv//W/rnz3woULnDt3jo9+9KOVbfX09PCud72LX/7lX276rbe97W0kk0m+9KUvVZZdvHiRU6dO8fGPfxxRFOns7OQXf/EX+aVf+iWgPILa4XDwJ3/yJ/zwD/8wc3NzTE5Ocu3aNc6ePQvA888/z/d///ezvb39WN7Dh4Ujz/3bAPvDVoDHRuzw8J57IBDgypUr2O12jh8/fiCxb8y7+ZX/84Nc/fIdZq4sszG7Q99UN+tLPuRKGRNnBzj53ZPc/NYyQW+MY0+PcufqGvYeC5ubYXK5Apl8ga3NED3DNtZX/QgSAXc0zpDVxPZuDE2NetiEzcDChr9uKEoqX08iUgF0UgUuiYaZJe9ecR4MdlqaiB1gwGVuSewA0XT7Frj9XLEowt1FD4o4TLucleXuSHuPG8DUYrhKvlgiEkhj3ys8cmgenJJZ9YXRFx7cnlQoifTrLXgjB7X1gVle3a+Jjo46Ygcqw1paYc0X4WJnVxOxA6y4Q/TZTC2/Z9073lOdjgqxQzm834hMrsBQV3MvvK9GAGeyz87OXR+Li16MDZ76wrIXi6X+vCaSRaQ1IYlYLFOnQgewvhFEq1cik0mYmnBRiuSwaXWEd8s5fFGErY0g+ho52+21AAMTnXV99bM3Nuvy7WJJZOm+m/Gz/UxO95CNxJl7ZYXZq6t0jbow1UymE0WR2aurdHRbce7p5ssUUvom7Cy/ss7MtxbpHnPSf6y76fwEtkPsLOwyenYQARG5sjkqmIym+NIffIWP/8KfUXiA9kIrSCSSOgGd/fD93/3d31X+6/f7ee655+jrq0YhcrkcN27c4Jlnnqnb1jPPPMPly5db/tbly5fr1gd4y1veUll/bW0Nj8dTt47RaOTChQuVdS5fvozJZKoQO8AzzzyDRCLh6tWrj3z8ryeOyP0x4DDD8vvjY9PpNAqFArX64AKt14KHEcrZ3Nzk1q1bjI6OMjg42LZwDmDh+ir/6V9/qNKPCzB+cQhRKmXoWBf5bB5BIefOlVX6xxyc+q4Jbl9dp3fETjCWIR5L4xqysbLso6fPysKil2y2wMiUE4dWy9KqH2uHjoU97fPpXidShZJUrnoMUqmAO14NsXWZ9ExZbVyb3cIXqe/9FWStr5vQgkAA9Gola772OfOtBp33WCrL/TkPw0oj050ufG006vfhDbcm/0gqgz4vRy2TEYk9eFCMVilncc2P+SHuHVlJoN/cXHFei9lNH869QsGov5mkt/xRJpytCzwVUilitD0p7Of9G7G4HWDUaWXpXn2kY3HDT3eLwsgtTwRZQ37AE4wz3mfjeL+D9Zu7FAslstkCPd31x5vPF3E466NX0WiW8fH6UPzCkg+TuZomyWTyHJtwYRIEFi6vEvbGmLu3Q19Nzj6XKaLSqyqjYQEW7+0weqqrftv3thk5WZ7ZLggwOuXCt+pDLIlkatIRmwu7lID+qXqy3l0PEPRG6TvpQG9QsH5nu/LZ9qKHjdkdRs8OYu+tGkGO/g5UGjmz31pg9vISap2aqafG0ZnqDZ0n//U5/tNfP4tM/tpSgvvvjeeee45vfvObzM7OotPpMJlM/NAP/RDT09OVdQOBAMViEYej3qByOBx4PK2jXx6P58D19//7oHXs9vqaC5lMhsViafu7bxYckftjwmEQfCQS4fLly+j1es6fP49MJnts+u9wsARtqVRidnaWpaUlTp8+jdPpbFs4B3D763P857d9FLEk0jfRycSFIc7882N4tiIs395k8eYGw2cGCQUSDE92IlcruXdrk6mT3UjUCkqlEseme5mdc+NyGpGo5cQTWQSJgFQiYW6x/GDZe0wgipzudnB/1k2+4X3T22kkVxSRCjBm1BHaiZHKJpta1yQSoalVDsov1o1ApOUx9ttMdcNmatHXYSTcZq76uieCIglnHO3Dmh1qFe5I+6KdzWCUY/oONnyt960WIx1WYsks/brW09ZqEQ2lUZYOfi2IgB4pLpWCHV/rlEC+RYshwJTLxp15N50t8uIA8xt+LLpmIyRfLOIUlRQKzfenqYUuQTiWZryvuX/fpFKxfH0Hseb6Lyx5MZvqaxnmFz0Y9PXRjq3tEKoabzaXK+Damwk/MmTHoVZy44UFLNZqJKlUFIknMmj1VaPF545ViHsfi3d3cQ4Y6r63vuzn+IVBnA4981dXCHmjzF1bY/LicF1BXyyUZHPJw9Sl4eoGBbD16tm6vYtGr6V7rN4wAVi6uUbIG2XqyVFGzw4S80Xwb1VTHLFgnJmX5snn8kw+MYqt18q/+Mnv4Zf+9N9XpHNfC0qlEh/4wAf43Oc+x1e/+lWGh4cf/KUjPDSOyP1NilbCNK9lpvvDoF1Yfn8efCgU4vz58xgMhrbeOsDlL93i0//tb1FplSSjKTZmdxAFgVsvLRMNlglr4uIwCAK+rRCpVI5ktoTTYURUyEgkc2hVclZ3QvT1WDB36FjdCCAgMn26h7uz5bymQiFlzRvieKedmfldTCYNizv1fdxyrZIBq5E+tYG17TjFEogtihB77YaWle0DDvOBofd2sGoP7tdNpHLcW/Rw3uZqOVjlwTQMQgnOOJtf2o0oZMvX9P66l7GO5nD1PrrNBrZ2IyzvBJlsowe/j41gkh5dew9/3Relz1RftS6VCPi3oogi2HStz0+hWKLPYmpafrLLwcpyALmsRYX8mq9S+V6LaMO8+ck+O3dfXmeov75wL58v0umq99RLJRFLwyjZWCzDyEi9wRAIJTg95mLt+ia+rTCiWNbj1+qqZB7yJ+garP/NuTvbjE/XV7EHvVnsPeX9MFgUWExS5q8uo9TUGxlz19YYONaNusZgKBVLzLyyyujZAWy9ZjqcGnbueSgWSmwvenAv+5i4NIrWWH+eivkiYqnE1tw2Ayf6MHQ0G13ZVI7Zlxf53p/4Tn76v7/9VYlkNUIURX7jN36DP/uzP+OrX/0q4+PjB67f0dGBVCrF662vG/F6vTidrY1kp9N54Pr7/33QOo0Fe4VCgVAo1PZ33yw4Ivc3GQ4Spnnc5N7Kc08mk1y5cgVBEDh79myd4lwrfPXTL/PBn/ojlm9tENnz6iYujbB4dxuJVGDoeDfT3zPJ6pyHuevr6ExqOvo6CO6EQSYhVxSJ+eOYuk2YjWqCnhiBRBqJAFODDrb9VU9xaMxJj1Zf8eI7e02UajwytVKKRpSyuxll21sOkRu0SjZbVJeXSq09TX2bFriDPHqAcKp9VbFOKWfNWy4cu728yymzvak/XKF4cAg9ky4wu+ql32Rqu45WKWelZmRrJp5vO1bWWZO/zyTyB74cDGolkoOzCkjy9ffS8U4HwVA5jD+/5sOqb03wKzvBOlEbq17D+oyPaDzDRF9zq12hWKLb3mwObXujjHSXjZnhLitbd7yIJZF8i7qKhUUvHdZ6Y2R9M0xnp6lu2fKqD71ehUQicHzMSWItRHA3WpePj4SSTWS+OONmsoHMl+c9dA1Ujah8toBcruDEmR7iO1G8q2Hy2QKbi15cI/XzAlbv72DqMNLhqt+/UqFAPlNO4dUtL4nMXVlGIpUycXEEBAGZQsrY2QFmXlogFUsz861F0skck0+OY65R9ZNIJfyHj76Dt/3f/6rpvL0aiKLI7/zO7/Dxj3+cr3zlK0xNTT3wOwqFgjNnzvDCCy/UHFOJF154gUuXLrX8zqVLl+rWB/jKV75SWX9gYACn01m3TiwW4+rVq5V1Ll26RCQS4caNG5V1vva1r1Eqlbhw4cLDH/QbgCNyf0x4NWH5fQ85EAi0FKZ5vT33UCjElStXsFqtnDhxAqlUeiCx/+3/+zX+4Bc/XUewE0+OUBRh5EQPCrmUQr7I/esbZDN5LA4DzmEndy+vgkTA2mNhZc6NxWUkXyixvRqkd8yBLxBnvN9OXgD3HkmrVXIK6TyLq3tWtQDr/mqltcuk42Sfiztz7rr96e22tFSTS7TpSNttIx07aDcTa+PRG9WqSptdKwx01CvazWz4GFQY0e9FFJRSCRvBgyvgdUoFq+4g+WKJUrKIStZiTCzlkHztyFZ3KMYpV7PHIQA7O9Vj3fJHOd7ZHNbex5DFzOyKl25z+77k7VAK+546nEQA73r1+hSKJXqtreMTjaI2XQotmUw5T+/xxpG0qIFY2gigVTcXDUoECT12I8HFEIU9nfnNrRAjQ/VGQqFYwmyqz/eLImi19cvS6TwjQzb6jBoWLpcr0t3bYcZP1ue8F+67GT1en0dfmvfg7KlGO/K5IulsAa1BhVwhZfJEJ8F1Hzsrfsy2+hC9ZzVC//H6KI1nM0g2V6R3vBONTsnQpJOla6uEd+LsLPuZeGIEta5+/+PhJHNXVxg9O8jE+SHmLtf3dOczeWZfXiQeTjH5xBidw05+5S9+jn/+f31X07l9NRBFkY985CN8+MMf5u///u85efLkQ3/32Wef5Q//8A/50z/9U+bm5viZn/kZkskk73jHOwB4+9vfzq/8yq9U1n/3u9/N888/zwc/+EHm5+f5wAc+wPXr1/nZn/1ZoPyO/vmf/3l+7dd+jS9+8Yvcu3ePt7/97XR2dvLWt74VgImJCb7v+76Pn/zJn+SVV17hW9/6Fj/7sz/LD//wD7+pK+XhiNzfNNgXppFIJFy8eLGlMM3r6blvb29z48YNhoeHKypTBxH7X/7ul/m7P/o6Qyd6mLw4xMT5Qaa/9zhrM24Wb66zcGMNo92I35/EYtczdqoH+4Cdxbs7yJVSRqb7uH11DRDo6DaxMudBIpOwG04w0mVlYW6XRKn8gjfpVUz021lcq04gs9vUhJPlsPqJHjtJX5pgvLnYLFVo9tB77Cb8sebCMItWiafFcgDDAVPg+jpMHNRgKmkaRAqrnjDqlECnTsuw1dqyar8WQzZzRXZ1NxRnyty6R7yQaeGlbvjpaEgbjDqshKL1x+r3J5C3UJyTCAKenSglUcTSoqJ/HyLQZTQBMG6zEInWG0Pzaz4M6tYCPL5QAgkw2WVjea4aNg2Ek0y28N7T2TzD3c2phFA0hSEtkEnVX/dUujkFs7waxGatPy+LKz56a+Rip0adLF/dgFz9eZ2fcdPZU+9db2+EMNZU3edzBZBKkNf02wd9ccZOdGNUS5i9vEwmlSPoiYJUUpnxDmVDY33Gy9TFobrfSERS5PNpXP1Glm9u1H02d3UFlUHD8HR/3fLuUSe+NS93vzHH6NlBukaajbhCrsDWwi7v/n9/kvPff7rp81cDURT5+Mc/zn/7b/+NL3/5y3UV6A+Dt73tbfzO7/wOzz33HKdOneL27ds8//zzlYK4zc1NdnerbYZPPPEEn/70p/nEJz7ByZMn+au/+iu+8IUvcOzYsco673nPe3jXu97FT/3UT3Hu3DkSiQTPP/88KlX1vv7Upz7F+Pg43/M938P3f//389RTT/GJT3ziNZ6Nx4+jPvfHhHw+/9Bqb36/nzt37tDb21sh0la4c+cOOp2OoaGhlp+/Vty9exe1Wk2xWGRnZ4fjx49jMpkOJHWAP37/X/GlT/wjpZp2sYlLIyze2ap4zR2dZiw9NkBk+e42E5eGmb2zw+CEE61Zy53b5Wrek5eGuH1nE1GEyfN9pBJZVlf8DIw7WNgN4rTqIVXE2KVnvmb0Zfewka1QkimHjZn5XSwWDb5cpo5kjToVETHX5LmfHHFxc6O5V/3koJNbm60rYp0GNZ4WxgNU+9tbQSKAXqYk3sbr16kUTAzauLKy0/LzfZxwNE9Amxx2cKcmf6hVyilFCnWee2XdPjt3AtXvTzuczCw2H+vJERfXGya9TbpsrM6WvysIYLWp8cRbpyGkEgGjRYM2LcHjbY5G9NrUrEVbf/fYkIPQRoxQoD7+77IZ2I3EmibZmfRq4plcpW1RKZfSLVejlctZXG0eRTs24mChofd/fNTJfMN5GOzvYNcdYdhpYvHmFgBdvRZ2t0J1UaGuXgu7myFKNed7aMzB6vwutTN/J052M3djE2eXCY1MYO3+NmOne1m8tVFX6GdxGBBEkeBupG5/Js8NMHdtFZlcytCEk/kry4gi2AfNRL1xMvFmw2X83CBb8256Rhws31yt64EXBIGRswNEPFG8G+UUjr2vg/d//lm6Rx9c0/EwEEWRT37yk/w//8//w5e//GWeeuqpQ9nuEdrjyHN/AyGKIqurq9y+fZupqSlGR0cPJNHH7bkLgsDu7i5+v5+zZ89iNpsPJPZSqcTv/+Kn+OIfvFBP7BerxG6waJk4N4ip08LSnU2W7mwxcLybXXeUkSkXkWCSxUUfOr2KE6d7mJ1zI4pgMKmJR9Os7s0Hz0lF+l1mMuEMSGBxvfqyVqmkFEQJXUotM/NlInJ1mZu8556u1gNe/Ilm79yqUaOQSOky6rFqVHU5YLNa2ZbYJYJQpyrXiCGbpS2xAyQzOXY3Y21V7QCUMikrDcItABvbIRy6qqfYGJKvxeyGj0l7Yvc3HQAAikZJREFUR2V7qxutR9mubofQNui1S2t2XxRBdcAtWSyJjFrMLYkdIBgvtBwaA2AQ5E3EDrDrjzHW3+y9R+JpJmqK5cY6zLg3wiwt++hv8KoBorE0jbf2wpKHroY8ezKZZdxVJXaAnc0QEyfqQ/Gtlq0seJk4VV8Zv7rg5dyTgwRWPKzdLxu1C7c2GT/TX7deyBujhEBHw/7MXlvj5FOj2Dq0zF1ertznvtUwCqWS7vFmT3zx5hqDx7sRBCg01EKIosjitVUC7jATl0Y4+V2T/NYL7ztUYv/zP/9z3vve9/LFL37xiNhfJxyR+2PCg3Lu+8I0m5ubnD9/HpfrwQ/S4yT3VCqFz+ejVCpx9uxZ1Gp1W2EagGKhyIf//Z/wlT9/qW752MURcoUS42cH6Oy3kc8UiCfzrNwve6LWLhNai450LM3yjBut3YDDZUAhQGKv79jhNNAzZGNjvUxg/SM2lFIp/u0oiUQWW099C9rkSGc5z1gzotQXayaFViF5h0mDSiJlutPJWaeTCYMFa15OKZxnZsZNYCtGwpNGDBZQJ8CSlzNhtjJtc3LcYUPZUL3t1KsO1JPXqw6eUDZgM7MbipMIZug0tNaCH7ZbybaYU57M5DGJCqR716xVSL4W8UgGuUTCmL2DdJuxsvF0loma2g+bXsNygxe8HUzTb22vahh2J7C0GaObzOSZ6G4maqNaxt1rm3TbWov0pBKtz3EgnEQATg04WbpbjTi0ErvxeGN0Our3SxRBq6mmCgZ7reTccTxbERQNoi5L8x46HPU1BwtzuzhrJslBmeBte9X4Q2MO9FKRO99coHuooYL+xgaTF+qnvIV9MYol6NhruZNIBSbP9HH367MURBF9R30aIR5KsrPoZ+qJ0YpmvFqvwOzUcPfrc8xeXqajx8pQw/hXKFfcq3UqfuUv3oXZ8WCVyoeBKIp85jOf4Zd+6Zf4/Oc/z3d913cdynaP8GAcnjD5ER4amUyGmzdvIpFIuHTpEso2wh2NkEqlhy5rCxAOh7l161YlzxSNRrFYLG2JPZ8r8MfP/RW+rQBTl4YRSyK5bAG9Vc/c9TWyez3OUrmU/pP9rM66yyHEY12kciXuXSlLa04+UW6Hm7u5yfDpHuaWfYyN2smk88zMuiu/Z+nQcfPmJqWSiEotY3GjHBKWSQUmexx4A3EyNeTU3WVmLVBfCGfUqVjxlAu6pAKMOKyoRSlyhZSbS24aMTnk4P5Gfci2VBJJpnPEU7mKcI5CJmWsy4ZMJWU1HMakUeGOtheWaRTOaYRZrWIDiCYzdMg0dGjVBBrmvctb5Oz3seoJMz3iYjYcYGW7tTe+D084walhF+k2Pen7mN/wYTWqCKYy9BmN3N9sPgattLUC3pirg40ZH8dHXYTaRDu23GHkUkmdzn6f3sRy0Qtt7JOt3Qijgx0sbtUfoycQ5+KxXu68uFa3fHUtwNCQjZW1+vUzOQlSqVCpXwBYXPbR02PBoFKwemOLYr5IEpg60c3snar3nssW0Bs1BLzV7otCvohMIUMiFSrh+WymgKFfS4dRxfwrVVnZgCeGo9eCd7NaaDh7bZ3JC4N18rNhfxyTTc/Q8S6y0RQz3yrLwnrXgyg1ckbPDrB4vf54Z68s4+zvwNShw7PiJbAWqXzm3wzi3wziGrVTzBXx7RnR3/PjT/HvP/wTTRrzrwWf//zn+bmf+zn+8i//ku/93u89tO0e4cE48txfZ+wL0xgMBs6fP//QxA6Px3Pf2dnh+vXrDAwMcOLECQwGA3Nzc3zzm9/k3r17eL3eujnM2XSO3/jx3+d//dHXmX9llZmXl5i9soxEJuXe5eUKsQuCwMi5IWKRJJNn+1CrZRQlUrb2wuy9Y04S0Qwz1zdQ65S4AwmOTbpYureDTK+iVBKRCDA93cv16xuV3Ka9S0cmV6TDpKHbaCCezLDtidQdk9Ha3GLV02Wm06jnbJcDm6hkbdHP7JKnLeGIbfhTpZCxuluthM8Visxv+Lm/4CHjz2FETa+pdRW4Ra3AHTq4Ct4bqgrXBKIpdHk5hhpvXyoRWG/Qm2/E3WUPpx2OtiH5Wrj9MeLh9sYIQDZfpN9oQiaRsFVT8V6LhQ0/Ay1mr0vS5ft1ftXbshcdIBxPM9VT9d5HOq0sz5YNK7cvwXBv6577VkNMrEYNsa0YrSoaC7nmZycYSjI+2tw90GnWsnx1nWJNhGR+xo2rp/4Y15Z8TByvD8VvbwSZqKmeHxl3EljyQIOEcTKeIZcrYuqoj9DMXltn8nz95Ddnl5HQdghpQwojm8qzeGuTySdGmz4zWXWs3dnANWhHrW8ufNxdCuDfiuAat/EdP3GW73/2O0mmki11518NvvjFL/LTP/3TfOpTn+IHfuAHDmWbR3h4HBXUPSYUi8U6UoRyBfrc3Byjo6P09vY+crvc+vo6oVCoTpbx1UIURZaWltjc3OTEiRN1hXOiKBKLxfD5fPj9ftLpNBaLBaPOxB/94l8ze3m5blsjZwdZm/dUXoQqrYKpJ8cIBxKsz7oRRZGpp8eYubmFWqdkaMKF2xMn6Ct7PFNPDZOKp1ld8NI/4WR5J4JBr8Ru1CJq5Szth4EF0LrU2M0GvJsRkqkcYyc7ub9cLYCSSCUorSpie+pwAiKT3Q4kEphdqffErWYtvmRzvl0ukyBRSEnnmj3ayX4HMxuti+WcZi3eUAKJRGBy0MFqPEo4XSWgYZOW1RY55H24THp8vuYe/H6nma1cnHS+wJjTyspa++lu+zjb62LG6yedO1j/+3Svk2KiwH3fwV6+VCJwYtjJ3XvNUY59jPbWD+gZsJvZna/+fWzUxZ311gWKDosObzKJKAgMKHTsbkcqn/X3WOoMqlp0WBX4YuVolkQiMKw3sLkSZGLcydxC82/19BjZ3Kk3sMwmDYlkhvxeLvrkiJO5K+uMH+tk/n798fb0W9lZD9YRoFanRCaVEI1U7yW5XIqr04RWIWWhxgufOtvHzLV6L9vVZyXijZJOVqNygiAwdroH94oPm03H8u1yJbxUJsE+ZGZ3vvl69Yw6SYQTRP0xxk73MftydfCLwaqjc3i/+K6671KZlJ/64I9y/HtH8Pv9BINBpFIpNpuNjo4OLBbLq5o8+eUvf5mf+Imf4E/+5E/4oR/6oUf+/hFeO47I/TGhltxLpRILCwu43W5OnTqF1dpeJewgbG1t4fF4OHfu3Gvat0KhwN27d4nH45w6dQq1Wn1g4VwymWRjdYuP/ftP4Z6vz7cOne4jkylisOoQgIg/jqXbwuy19co6I2cG2NwIMTThZGPeQ9dEFwt7L82BCSfRZJagL44gEbCPOZAIAplwCq1RzWqNaE1nnx6TycDsTLnoTqNVkFGIZGs8spFhO7O75RffVLeNdCRLMp0lmM00OXPHxzu5vdpcJT/Wb2Nuu7m6GmBqwMn99dbT1U4NOblTM3VMrZQz0t/BXb+fbKFIt0aJO9a+mO5Ut517q60Nh5FuK0uJMMdcdu4uHaxpbVAryYWzTAw4uOU5eBLcgNbAzm6U0WEbs+6DCX7cpGHJe3Baob/PyrKv7N2fsNlYXKj+vkwqQW9RE4i2bi+cGHYgEwQWbzQbEIODNpY3m/dvZMDGwt61GrRocC+W7xeTSUU8ka0LtwOYTQrCsTyNL71jk53MzLk5PuRg/mqZSPVGNWKpRCJef80mT3QxV6PVDjA66WJxprrf3b0WdFKBjRk32ZrBOoIgMHysk6W7W3XfHxh3sbmwWzfhbXjShUoh4d5LzdPZJs4PsnhzjWJDcZyj10pnr5mbX7nX9B2AnnEXYklka34XtV7Fe/70Zzj9z6oiMqVSiUgkgt/vJxAIVAz7jo4ObDbbQ822+OpXv8qP/uiP8olPfIIf/dEffeD6R3g8OCL3x4R9cs/n89y+fZtsNsv09DQazcGypAfB7XazubnJxYsXX/U20uk0N2/eRCaTVSa6PajVLRZK8Efv/SzBnQiFYoFsOksmlUWmkxHYSpBNVl9eYxeGWLq7U/EOnAMddPTa2Fr0EA0lGTs/yPyMB7VGweConUAsg8cdAWB0uhdBKmFldpd8vkj/ya6K167XKejqtdZ5Y5MnurizUk/Oo1NOxHyJbCzH1t52jx3rrCPdffT0Wlj3NHuEx0ac3F1rJlCJIKBWK5pGie5j2GVmxd0ctjao5RhNcrYS2QPntzsVcvyJ9vnviT4bnkSC4AE5fYCTfU5mZ8vHOzxkY87bmrR7rEa8e7lYh0WHL59uu39mtYy0J0f/YAdLB8yFH+62Mh8M0WnRE1qJ0siix0ac3NlobXAMdlmIbsebyBQO9t67uk0o5VJ27vrqWsm6OtXs7Dafq/FxV0XVcB9Gg5p+u565q/WzxCePd9WNcQVQaxSolFIioXojZWTcydLcLpPHOll6ZY1ivsjoiW4Wb2/VpQmUKjkdTgM7a/UG5NipHhZubiKTSRiZdDK7JzAzdWGImSsrTamG3nEXEV+UWLBscHUP20n4o4S9MYZP9xFyhwk1pKygbGCc+efH+dH3vpWB4z1Nn9cimUwSCAQIBAKEw2E0Gk3FqzcajU1StN/4xjf4oR/6IT72sY/x9re//VCHaB3h0XBE7o8JpVKJcDhcmXl+8uTJVxXeqoXP52NpaYknn3zyVX0/Eolw8+ZNbDYbo6OjFVI/6AEMe6O8/998iK35em+q/0Qvu5shcjVeiW3QQtiXplgo0TVkw+Iw4PMm8G6XX8odXWbiOZH+wQ48G0G6xp3c33txyhQyxk71cP922aPpHuxgbc9rH+wxIUPKQgNx2gZMuGsGlwz1WCgURDZ36knA1WeqyM/uo11IXpCARqcknmommOHuDpZatKABGDRKkqls20Eykz02BEFgIRom3WJUplmrJh5JHyh+M2g3YVKpuO4+2HMf77CwslHeT4tBQ1JeIJFtNhqme5zcr5ktfmKsk5tbrWfTTznMLC8G6XGZWA9HEA8o6hvo70ArkTI/07yfUokEU4cWX4uhOKf7nYiJAnNtohdDgzaWWnjvx0ad+FZCTWSr1ynJFwpksvW5dotZQySeqWuLPDHkQJotMtPgkQsC9A50sLFa/7ujky6WZuqfCYfLiM2oZPZKfdh98kwfs6/ULzNZdSAWiQTrIyEnLw3hW97F3XAOnMNm/GuRJk/dbDegNajQGVQsX6/vX1dplQyd6GX2yhJijeZG32QX7/vsz9HR1dweeBDy+TyhUKji1YuiSEdHBwsLCzz11FMsLy/zgz/4g/zu7/4u//bf/tsjYn+DcVRQ95gQDAa5cuUKTqeT6enp10zs8NoK6nZ3d7l27Rr9/f2MjY1VJrod9AAGdsK8719+sInY+6a68W6H64jdNWRHrdfRM9aB1qhgZ8VHIFQldqlMir3fhstpYOHWJiqdkvn58su/t8/CseneCrEDFBUgk8BEv5XNhQASbX01dt+AtULsHSYtx7ps6OSKZmJ3GJqIHaCzYaTnPoa6rC2JHUCraj8Tvd/RfkIcgFSQMLfqwyGo6DI1S7b2WYwHEjuArFDk7sIuJ1yt1eigbCSs1lRfh2IpRszNL3GpRGBrK1K3bGHVi62F3rtcKmF3p1wLsLUb4XjfwQMzVEhYmm9N0MVSCaexub3NatSwcs9DJJxqKS8L1BW31SFRQK9uLkyNJ7I4Hc2/FQqncNqqBWbHhuzMv7LB/H03nQ3jX0WxXBUvbRgfuzi7y/BEtX21w65Hks6RS+RotHvmbm4w3ND/Hgkm0Bq1KFTV98L48S7mX17EZDc0jRn2LIfpHnWhNdaHxWOhBEazBglU5HX3kUlmmbm8RNeIk66R8jU78Z0T/PqX3/PIxA4gl8txOBwcO3aM7/zO72R6ehqlUslv/uZvMjIywr/4F/+C7/7u735NkcUjHB6OyP0xQafTcezYsQcK0zwK2k1tOwj7hXMzMzMcP36c7u7uA0e17sO7EeB9//J3cDcUofVMdBIOpzDbDYyd6WfqwiDHnxyhWIKtuV3W73lIhjOMnhtkd61MtFqjgv4TThZubbK+4AEBFGYNEonA1LFO4pFUJYwM0NGpIx5P49RrWZr1Yu7QNSmMKfVKFHIppwddpP1pFha9LUesWm2te8UjbQa7aNrIoQJsB9pXurcaRrIPuVTC6k6ZcHcDcZLeNMdd9b3d+RaV3I0I7cm3Lq/4cWhbd1n0dRibqp3vL3uYajAIRpxWog2z4LP5Yt3wmH1MdNlI1hR7eTwxFAe0S6lKEka72teVzK14cZjrf6dbpyOfL+L1x5kabq1pv74VYqShcn5q0M7yPTeKNgbBjjuBoUWleDIlIpMJDHRqWXylHIovFksIEpqEbXZ3Ikwc62raRtAfR6mSMTBsI+uL4d0IsjzjZvJMX916ogjbawEcDZX2O2sB+sY6UahkjE+5mL+6TDadY+7aGqPTA00taRtzbrQmTaXn3WDR0tVv4f5LC8xcXqJ3sgtbbzNpby962F0L8G/e/S/4T///9s47vO3yXMO3JEvWsGxZ1vCQ97bjeGRCKKRAgSZkAaUtlFXoKaMUTnug5RQ66IJCgQbKaKGMcpiZUCBswiYhdpb33rY85CFZlmVJ5w/bimVJTkLs2Am/+7q42kjyT59kWc833vd5XvopqiBdC0eDSCQiIiKCjIwMHnvsMVQqFevXr0ckErFs2TKSkpLYsWPHMT+PwFdHEPdZQi6Xz3gk4NHmubtcLvbt20dbWxuLFy9Gq9UedrUO0FbbyaM/fxaNPoz0wkRSF8aTlBtL3jcycDrd2HqttNd2UrmrlsbyVswdA3RNWjFnLkmh+kAbyVkxpOXGojNGUlfW7S0WMuXocY06CVdIKStuwpis9yk6CteE4uh10tE+tuI2JmlxTToLDgsLRewGrVjGwQOtjIyMEhsXQfMUm05E0BYggCVKo6Qh0PmtCJq7/Vf5MOY/H6wQLFQqob49cIsYQGpMFPZJ2+J2h5Oqyk4Wx0QjEYFCFkLtND8PY+Y2fdYxcR91efBYPYQFcHazBSnYM3cMopYfmrjIgmS2l9ebSdL6Tojsfb7X7O0fYkG8v/EMgEoho6HSjLVvmCB6i9vtwag+9BzxhgiqDx7awm9r60cWxLVu8uo9MlxBe/nYDkF9fTeZaf5jcjrdJJgCuNP121m8IJ7Wg77HLK1NFmIS/CeEVRUd6PS+Oy69PTbyCxJo3teMbVIdRHlxE2m5vqEiw0MjuD2gmjLR6O8aICcvjoopfepVJY1o48N9VvYA5uZeHMMj5C5PRex20Vh6qB6gsayV/m4ruSsy/Fb+F/3s21z2mwsIkc6stcm+fftYt24dv/rVr9i0aRPbt2+np6eHRx999LAxrgKziyDuJxBHsy0/PDzMrl27GB4eZsmSJSiVyiMS9qbyVm4//x72vldK5e46qovrqd3XyPCQk4aKDjobu71Ws1KFlKgEA+bmQ8IUm2YkRC7DEB1O/cEWOhq66R8c8RY6hWsVSGVSWmt66DEPoo0Oo6J8bNWuVktJS9NQW2lhZLyFSxEmo3qSNWq0Xk1WmpGKg2309B46r5zaKwyQlKCly+Jf3R07Kc5yMonRGnqCBMVop1ntpMRoAzrGTRAaZJV7oLKdzHAtuTH6aVf+MGZ5O5k+qwOTMoKQSV/i4aEhNLQEniT0DdpJGQ9xUYVKqa0P3A0AYLUMe6+boIugqdn/mtV1XWgCxOFmGLXYh0dpNw+wIDn45La8rpMY7ZhYqt0Sn90GS98QWcmBJw+TV+8xCoWPU91AkC39iqoO9FM+H6lJOio/b0Ab5f+5sXQ5UKl9d3BGHKOEa3y3xBfkxvDlmwdJy/YVco8H2pp60cX4+h10tfdjTIxCNB7Gk5YTzWCnhb0fVpK1OMnvb7O7aQBjop6wKbscsYk6aovriE0z+on4yLDz0Co+PooQqYSfbLyc7/9yrd/rPFZKS0tZs2YNN998M7feeqt3/AqFgm9/+9skJSXN+HMKHDmCuJ9ASCRjX4KHC6Tp7+/ns88+Q6VSUVhYiFQqPSJhr9vfxB1r78Uy5YzakKTHPuTEOqmPVyQRk5yfRHN1B3FpBnKWJJO1KInh4VFKP6+lc1wQojNi6euxoVLLyS2Mx5h0KHQEIHT8iys2RsGwxcGU8C6SMqMZHnYSGhrCwvRo+tsHqG/yXW2FSA9te09m6irJ+/7Y/bfkw+Qy9JqwoELcMxhY9IGAyWkTiIGmABXLE9Q29xA6LMKgDmyzOkG72X8Hoq6lh3zjIRFMjQ5s9jJBWW0nebEG0o1R3p7uQPTZnCw0jW2NR8kDv4d2h5OkKI3PbdIQCW31h3ZE2lr6kMsCrxTdbg+6MAUZJh31Vf4TjfrGblRBjkhcThd5qdHUlfkW7HV2DmCK9p+EjY66iZq0GxFtCKe7qoshq4OoKP/33T7kxBTAOKeu2kxsghqxWERmahTln4z5PTTVmjHEaXweO2R1IJVJ/Sxr68rbyV6USG5+LLV76rGP78ZUfNlARlGi3+SkpcaMKlxJVIwGkWisOK/i82rsVgeln1aTkBXr3aafTGNZK86RUX798k8569KvVoA7HRUVFZx//vlce+213HHHHULx3DxEEPcTCIlkTHimW713dHSwa9cu4uPjycrKOqKKeICqPfX8et1fGejxrWLWJ4wJwUCvlTCNkthUA2n5CRSdvQCP241cKaWlsp2KPfXYHS56JwWEZC9Po6Oll9xCEy6Hg5FRl08vcHq+CdeoG40yhPb6QYwJGlpbDv28WCKiscNCdoqBcJGEsn0tJKUZfFbsAKlpRqw2361jiUTks1UuwkO8PoLFqTFoxDIWGHSkhUcQI1GgGhIxYh4eqxHoGUU7IiUpVE1OZBSF0UaWJ8URHiJDFuL/5yIWQV1r8P7w5Jgo+gM4qU0gDRFTUdNJiM1FTIBCM4BkvSbgDgTAgaoOCuPGVshTq8UD0dLUy8jA4S2MK+u6iNOGU1cTfIVfVtOBKerQVnWOSU9/36Ht6b4BO1mm4MV/FXVmlEHeGptthNT4wOf2A4PDiIO8ht7uYRQBct0rqzowxWlQh8kR9Q97RbWmooPMHP9ch8rSNlIz/M/+h4dcxBvl1OxpmnTbCGKxiNApW+jtTb0kZ/teW6GUMdI3iMft8auNqCxuRJcUgUTq+zkzt/QiDZWStyzVaz07QWN5G7aBYbKW+iZFRsVo+M3LPyXvGzO/NV5dXc3555/P5Zdfzp133ikI+zxFEPdZYjY+8NOJu8fjoba2lgMHDpCbm0tCQsIRVcQDlH5axcM3PYM2WkNCdhyJuSaSck3krshArQtHLBETIhUz2GultboDWZicPe+XU723iaGBsW/nzKVpNE7qQY9OikIsEeO0DlO6qx6JREKH+dDEQa6Q4saNudFCX8/YNSRTMtITUiNR4ab6YBuWcUF3ePxXnCMe//cjJVmPWi6jICmavBg9Wk8onXUWXE4PpeXtVNWYaWqx0GOx4Rx1ER+rwTw+sbHZR2g3D1Db0E1ZZQejDhc15Z0orJCv15FvMnjPr2M1SmxBQlcAwuXBC/QA0mN12B1OevqG8PSPEhfpX0kfqQiemQ5QWd3JooQYWjoC1wtMRhYiwtnt74I3FcfIKElqtY9n/1Tcbg/h0rHjApEILG3+162pNaMJCzz+7EQDbnvw61fXmNGE+/9stEKBpcuKJMCOydCQk7Qk/wmFxwMKuQyDXEZPu+8uSGdbHwql/++pv2/IJ3s9VC5FEypFHhLqVxHf0WxBb/L/3VXua/EW2EUZ1EQoxNTsa6ZsVx25y/yjm831/SRmxSKb1Jmhi4nAMzJC2efV5J6S7vczduswFbvryFicgipCQWJOHHft+AVJuSa/xx4r9fX1nH/++XznO9/h7rvvPmxhrsDcIfxmZpGZFniRSBSwYn4iYa65uZnFixej0+mOSNQB9n1Qxp0XPUDDwWaayltpLG2h4UAzfd2DdDT3Ure/mZ42i7d/NntFBmVT7DNzlqdTvqeRiCgV2UWJpObEIJJIKN1V5y2UM+XEMdA3hCw0hNyFJmKTNNSUmpnQ6uTsaBrGQz1UKhkLsqOx29yYOw6tRiOi5NQ1+m7Ja6NU1E7apo/Vh1OQHI3CLaK7oZ+yA21UVnUyOL567goS3KKJCH6m3jdeVT7sGKWixkxFaQeuLgdJMjmRUonPufdU2rqCV9gDTD4EsAzYcfY4iI/0PasNtCU/mVGXm1CnCI1y+kkAQJI+inbzMJlGzWEf29ncT6Zp+q3+qoYuMmN1ZJv0mDv9xX3YMUqizv+5JGIxA60D1NZ2kZEceHXvGBklfso4c1IM1Ja202UeJDsr8Jl+dWU7UZH+uyByDygk/scu/ZYhUlL9x9BtHiRjfOWtUEiJ1SpoLGun5mAbOUWJfo9vqbFgSvffIq/c18LCZUk4egbomPT5LQ0i8HUHW4lJ1iNXyUjKjMbeO0hnQzejIy7KvqglY1GyX0scjO2+LTw9mz+++j/oYv3Hcaw0NTWxatUqzj//fO6//35B2Oc5wm/nBGNqUZ3D4WD37t0MDQ2xZMkSVCrVEQv77h37+MN3N+IY8t3i1BjDkSpC6Rl3eJsgfVHymNvWJJIXmBBLJSSm6RnoGqB8Vy2yMAXtk3qtU/Liqa3qIHehCblYRGN1B02NvqvMEca8wXOzY5A4XYw43XRMWYnGJPp/AasiJMhDJSxI0pOsCaer3kJjfTeVtf591nGxmsBCKYJWc+BVr06romlqFT5jOeUd5iF6zE6MIgUFJiNTWqFJ0GuCTiZgbEu+fkoBXL91mKGuQxGqSdNsyU+mrdlCjEI57R+0WCSirWnsTLy7w4ZSGvzR8Xo17a19DPQMBa1cn2DYNoJzmq3+8qoOYqJ8JywLkgx0dYxNBqx99qC97ZVVnejHz8vDlDLMtYfEsaaqE6XCf2wjIy6MUwroFmRGU7m7kY42C6ow/zbC8gMtJCb7HwNUlraRkKLDEC6nqfzQzlTlvhYSA2zbdzQMEDflOoZ4FdW7alBr/QW5dFcdsZn+1fyNFe1kFyUxYO73qXUBqC5pRK6Sk5DlW8j3jQsW89+P/hBV+OEtYo+WtrY2Vq9ezbe+9S0eeughQdhPAITf0AnGZHEfHBzks88+Qy6XU1hYiEwmO2Jh/3T7l9x92cM+jlYA4To18nAVXVNEJyEnjpFRNxkFCeQuTSE5O5a4FD295kFKP6uhsaIdj9tDxuJkyksOnUfKFFLColSEyUIo293AYJ+diLgInCOHttdTF8Qil0kwahSUlzRhHRjGNiV0R6mSUTOlwjvFFEmoW4LbMkLlwQ5axg1z4hI0jI76b99rtIFX50kmLT19gc+rY/SBE94AEuMi6e0borvXRnlpByaZmrw4A6Jxz9WoAIYwk0mLicI+7O8cZx1yMNBhI1WvQXuYLXmA5JhIurqt1DZ0U5AQvEI9PS4Ki2XsdQ7aHJjCghfxSce7Fbp6rKTqgr8HMNYNoAkJnm7odnuInJRsFyqV0Fl36PPV0TkQtLd91OXGML4KT9ZrfBLsHMOjRBsDj62yop348UKzBFMkdeNn5AN9dhKS/EU8mFmNVCpBI5PQMeWz53K56e+1odb4/o5HnS7sthHCxo8TsvNNtB9sxz7ooLezH020/3veVmXxW8HnFCZQ/PYBRhzOgBaxvR39tNWZx9reRCLW3/At/vuRHyINUsB4LHR0dLB69WpWrFjBY4895j0eFJjfCHnus8hEwtpMIpFIGB0dxWw2s2/fPpKSkkhMTPQWzR2JsH/w4mc88cvnCY9SEaqQIQ2VEiILQRmuwCMS4xgaQZ4Zw8iwkxH7CKrIMCxdVp8VhEwuw5CsZ6D3UHV0VEwELY1jX9qxiVFEaFVIQmXs/6TW+xhjciQtDYdWyfEJkYhFUD0pfSs5O5qaJt/JRWKGkQOV7cikEjISdfR3WZGJxFTW+hezdQboVReJRDQHqVoPC3ImDGNxpMEIn/JzHeYBOswDpMZokEVI6T7MilsqCj63ttlHcLcOEmY6/J9o+KTY4LKydjLTdVS2+9vkhnp8n6+huZ8F2dEcbPbd5YhQyemc5Mle19CLJjKEvqHAhZwKl5jGxm7Cw+QMBCkerKo1k5aqo6a1h+wEAxW7fXeAGht6UClk2AL49ldUdVCUa6L003q/+xrqeklI1NLU7Otb4PGATCwiXC3H0T7gE/dafqCV5AwD9dW+gt3R2kduQTwHxy1oZaEhxEQqKf28jpyiBMpKfMfc12MjOSsaa7/d5++81zxIWm4sUomH8o8rvLc7hkYJCZGii4ugu9X3M1q6q46cZSlUlzSSnGGkdDzRbbDXhq1viNxT0yn9rMbHX9416qbii1quu+9SvjULFfEwZnl9/vnnU1hYyL/+9S9B2E8ghJX7CYZYLKa9vZ19+/aRk5PjFfYjXbG/+eQH/O3HjzPYa6W3vY/2OjNN5a2YG7uwmAcp+7Sa2r2NNJa10l5nxu3xYLU5fNvgRCKS8xNoneQaJw4Ro43XkZQRTWx8JG21ZuxDI5QWN04avAhx6NiWYWKyjrTkKFRqOdVlvn7mrimFUiKxCKt9hPz0aJQuqNjXQntbH64AW7lxJg29/f4CER2twhIgcEUkFtEUJJDEEBXmb4wz8XNAa5ACtub2Pmzdw2jFsoC2qDCWkFbfMn10q1Gjor2+jzitf6HW5Os0TzrHdXs89LQNop0y8QhTyKit9j+q6GjuI0LpO8YUY6SPlanL5UGvCrxCNkSqqKnoxDY0QqI+sKWvd2zDLlQKKU3l/sExVquDFFPg6viQEAmiwcCBOh4P4Ma7WzKZxsYeMqMjsXT5+9gP9tn92tQAqsra0BvVhEglJBrVNJaNTTrLipvIXOhfoFZf0UH2ogSf26QyCSKXC8+Iy8/uzjZgx24dIVzvv3Vee6CZ5Bw9VXt8JzFut4fSz2pIy0/wOWsPkYXw349cNWvC3tPTw9q1a8nOzubf//73jFhoCxw/BHE/gXC73TgcDsxmM4sWLUKv1x+RlewErzz8Fo/c/IzfboIyXIEmJoq2KefUqggFck0Ylk7fc+rcFRlU7W1CIhUTn2EkZ0kS+d/IpO5AK2W76mir7yZUIWPQ5vTxS89anIRMKiElUUtzRTuNtV10TQnOSEg3UF9/aDVuitWwuCCB9mozpXubsQ6OrQx1BnVAI5YIbeCt5lBF4C+mlPgo+gcDrzaNuuCimmTS0hvEsQ7GUtYqqztRDkNmjL9opcdGMRRgS34yEQo5VpsDV78TXZAt/rS4KAatvm2AA9Zh9FKFTw1AvDYs4FHFgHWYxIhDwi0Wieic4jkPUN/YQ16S/9a50u32Jr+VV7STGKMJ+nqaWi0UxBt9jGcmU1nRHvA9z0nSU1rcRGpKYPFvbuola8r5M0BuRjT1Ze0Bz9i7zYOkByjIc464CA9XkJYQSd1+3xCZxupOv352GHOkS80Ze365QobJpKF6Tz0VexrIWZrs93hbvx23EwyTfOy1RjVhihAqP2tAnxhBqMq/na9mXxPyMDlx6UaUajl3PHcDK9Yt8n9DZoC+vj7WrVtHYmIizz//PFJp8FwFgfmJIO6zyExWy4+MjLB7925cLhfx8fGEhYUd8WodYOvf3uBft73gd7siXI4uXk/rlIxwqVyKPtlIR8OY0IYqZRgTtOSdloGHsW1ykdtNU1krjuFR9n5Si2uSy1pKQSI945MCsURERl4cw1YHjeVtNFSNrdwyCuPp6fKtsJaMtySlpehIi4ukvaaLrp5BP2EyxGn8glZCpOKADm0yqYT2rsBCPOoKnq/eOxB8S16tDH7GDGNn1QCWfjsNVV0UxUcjnaS2023Jw1j/fPN4DUFv3xCqUXHAXYCQIF409U095McfEi9LR/CK+4rqTq+dbIZJR0+3/0oXxor2wia19kWGK+hqPfQeeTxgs1gDrqIBItRyWiu6kMsDT7RGXW40UzzzDbowaorHRLa9qTdgDztAe6sF+aT2seQkHRW7GhjoGyI+IfCkoHx/C6YAXuxysYhAzzI8NIIY/PrZPR7obO0jNikKvVZO/YFD2/dluxvICVARb+2zMzI8ii42ktgkHaODdrrHf9/m+j5UaiW6eP+K9562PkbsTv6w7b/JOy0j4Os6VgYGBli/fj0Gg4GXX34ZmWz6dk6B+Ykg7icAVquVzz77DJlMRkJCAg0NDezZs4fGxkaGhg5vXPL0r1/mqdtfQiwWE6FTE5NiJGVhAjmnZpK5JB11pJKcU9LIWZ5Kzilj/y34RiYhIWJiErQoVTIcg3YkIRKq9jVR+lk1DWWtOB2jREZH0NE24LMbkJQTS/m+ZiKi5GTlxaAMFSORSbyiDmNmHk1TztVjE7WESsTERaqoP9hOfbWZ+FQ9DQ2+29dSmYT6AJaoqWkGPzMbgOQUfcBVskQiwtwXWNwNUWG0BDmjF0HQ+wDijBE+VfkeDxwsbSNeriZOqyZEIqIhgKOez2uJ0/nsKLSbB4iWKQidVLmulEt9djmmUlrWRkpUGFFhUiyW6Y1rOlv6CFeGIh4J7lzXPzhMqvGQ4CRGRfglkVn6RsiID5w4lmiIwNw54Bf+MpnqajNpiYfuj5RIvaE6druLlMTAP9vfZyc9ZaybQq2WM9BkweMa+0xWHGglPcvfqMbtHnN7nFypv2BBLBVf1FGxt4mkQNXwLRaSMv1X/CIxhKuk9AQ4xinbXU96UYLf7X3dgxhiwgnBRf8U74Hejn4Gu21kLvZd+YcbVKy9bQWOEBu9vb2Hdas8WqxWKxdccAFqtZqtW7ciD+JQKDD/EfLcZ5HR0dGvHNE6QVdXF/v27SM+Pp7k5GREIhFOp5Pu7m7MZjM9PT2oVCoMBgMGg4GwsDDvat7j8fCP/3mW1//xnt915WGhRKdE01Te6nO7SCQi69RMKnbX+dweoQ9HHCrFMkm0JFIJpux4mqonibY6FGNKJNa+YbrH3eYSMmNobunzWWlnL0umdDzLPTJSSWyshlGgcsr5e2p+HFVVvme0WXlxlFb7n9umZBn9KuoBUjMMVAW4PT1FT1VjYHGMNypoMgdeuSebtDQEmFxMkJ8Rw/7ytoD3yWQS8hea+PxgU8D7J8hLNFJW2eF3e3qKnoruXlweD3nJRioOBs5fn0Auk5CWZqC0dPrHAeRlx1Ja2jZtEahIBKbkKDr6rMgH3AzZ/CcNKqUMlCE+xXVhyhBGO+y4XR7EYhHGhEha2wPXLMTGaGjrHSAzxUjtLt/3aez5dQH97kNCxGj1YWhkUmoP+L7/EZFKRt1ubFb/yVxuQTyl+1rIzo2l8tOaQz+jVeHBw0AA57/sogTKxwvswjVKlCEeOhq6iU83Ym7txTHVRxlIK4ijpvjQqj49z0TdvgZCpCHEpxupLm4I+H7kLE+jfFctSTlx3PbMj3FLnN5MdbfbjU6nQ6/XExUVdUzb5zabjQsvvBCRSMRrr71GWFjgREWBEwNB3GeRYxF3j8dDY2Mj1dXVZGdnYzSOrSKmnq9PFvru7m5CQ0MxGo3oonQ8fdtm3n/uE79rh6pCiU2LprGs1e++3NOzKfu81uc2qVyKMdVIyxRBzT0ti4q9TcSnGAgLl9PX1Y9HLqKt9tCXtkgiJiY9hrZJq/SIKBVDbg/RsRHIJRJqy9qJTtTSMmXrWBcTQdfAEG6370c0Lk1PU4tvEVxkpBKL3YFSKSMuRoMpVkN8bCSmWA2RWhUhEjESiRhpiBiJRELIuJWsuWeQ1s4B2sz9tJsHaOmw0NJuQamU0tMfeFW/MCOGA5XBxdKgUXm35QOxINmIWCpmX3MH7gB/fdIQMXKXmCF74DP5nMxo9rV1kmGIom6alTuMCV6mMYrKtm5cgZ5sEvlpMWNGKfX+E6fJmGI0aHRKyr/0//x4x5gTw4G6Q9fJSzJQWXLoDDtKF0r3oBPPVKu3iccvNNFc2oY1wM5KXHwkrZ39fscyAIuLEin5oMr/DiAzL47KMv9Jl1QqIWtBLOWf1OCecvyTmGGkudaM2+X7ZFKZBENcJNYBO3KRh85Jk8Sk7FhaazsDxvhmL06ifFcdWYUJVH5R4/1si0Qicpal+FXET3DGRUu45o8X+/SwezweBgYG6OrqoqurC5vNhkajQa/Xo9frUSqPPNrVbrdz8cUXY7fb2bFjB+Hh07c/Csx/BHGfRVwuF6Ojwe01g+F2uykvL6ezs5P8/HzCw8OPqM3N5XLR09NDe1s7W/6yg6qPGhjqszPZK/NohR2RiMxlqVQWNyISgTZag0YXhjpKjW3QQWttp9en25Ciwdzmu9rNWZ5G2f5Dz6VQyshelEhbU6+P0U1qYTw1lb6ikrkogbIpX8amxCgax4NtQkLEZKYbycszsTDPREK8lkjNkX+hTcVms1FcXExkZCRhmhg+LWngk+J6qhq6vN+3IiBMIcUaYGUGkBgTSVOQZDYAeWgI4hEPjpFR0tMM1FgsOKaIQHaigarK6QW2IM/E3rLWw7Za5qQaqd7fzoK8OPbWBp+QyKQSVE7RWHGcSkJfkCJDGKvQL0iOpqQ0uLhPrPAb2iwYdGEM1PV50wQnSMmIoqaxL+DPZyZF0lbTg90eeHKcm2/i4JTPRmyshp5qM+m5sZTvDzy2tNwYaip8d0Si4zQoXW5aG7txOvyfL2dRImV7Gv1uT0g3IHI4aCz3f19T80zUl7X6TQpEIhGLTk9n9xv7Ao4voyiJhoPNjEw6Rio6K5db/nk1oUGCdCaw2+3eFX1vby9KpRK9Xo9Op0Oj0QT9/nA4HHz/+9+nt7eXt956C41GM+3zCJwYCOI+i3wVcR8ZGWHv3r04nU7y8/MJDQ094v51AId9hLsvfZA9b+0HIEQmQaFRIA+TEaZREaYJx+MaWxx43G5coy5GnW7C9WpsA8OIJeKx/8Rjz6mIUDFgsWG12OhuteAcGUVnGov1HJokAKEqKTK1isFJwSEavZphjxjnyCjJ6QZEbg/2IQet7QM+X3qmND3Nbb5btGERCuy4GZkkfGKxiJXn5hKlU5O3II7srBhCA7QzfRX6+vrYu3cvcXFxpKWl+bzfXb1WPi1u4OPiOgYG7NRNsyW/MD2aAxXBRTQ31UjFJHExxUVicTuwTNrCzjEZqKw5jLinxeDGw746/637yWTGRFFX04VIBCmZBiqbAq/0F6RFU1kyJojp6QbKpwnDWZAWTcOBdiIMajqm8ak3xWlo7h0gN15P5T5/sVWpQhEpJAwM+q7ONeFShpqtJKXqqKsP/F4rFFJCw0KxjLdoymQSDHIZHU29hMqlqLUqugIUEUZEKhl1ubGN12aoIxSEOkfpbe8nsyCeyn0tfj8DkJ4XR/WBQ68hLEJBmEyERCyi1zzgneBOxpgcgbmxn8lxCDkF8ZR+WkXO8lTKv6gNuPsQm2rAPmjH0tHPaesX8dONlxNyGJfAqYyOjtLT0+MVe8Bn+36irW1kZITLLruM1tZW3nnnHbTawPUSAicegrjPIkcr7jabjT179qBSqcjNzT3i4JcJhgbs/OE791P6SaXffaFKGVEJOtoDpHxlLk2lZl+T3/Z31vJ0Kot9VyzSUCmGZANtU93iFiVRN+lcVySCgpU5DFuHaarqxDY+EUguSKBuyqo0Jd/k14OdsziRA6WtKJQyihYlsnR5KouXJqMOEuN6LHR1dXHgwAHS0tJISPAvfJpM34CdzW/u45V3DvoV6Yk8HiJUofQPBq/Az4zXUVPn+95FaVVIIqS0dA+glEtxW12HzXePVavo7raSlKGnsjmwEBu0YVhaBrytamq1HJFKErALIEkTTuskI5jsvFgO1PpPHEQiMKlUdLb2k5gURUNnX8CjhQkWFSWw77N6PEEelJ0bS+mUiUyMKoTulrEWyej4MNrbAxeNZubEUDF+VLQgM5qKLw71h8en6Ghu6iVAzhBZeXFUlLURIpVg0ofRNGnlnbMokbJi/3oIhSqUsHA5Xe39KMNC0ailtNWMfWYTMqLpbO7BEeAYJWtREhV7GsauXWCi9NNq731p+Qm01HQwHKBuQR2p4qzvLeMH/7v2mK1ePR4P/f393u37/v5+7rvvPk4//XT27NlDR0cH7733Hjrd9DkCAicWgrjPIm63G6dz+l7mCXp6eigpKcFkMpGSknJUjnMAA92D/HbDvdSWNPjdF6oKJSYtlsZS/1WJPk2LpdWKa8pZY9ICE60NPT7OXgDZp2Z4v6wmSF+URHVpO5F6NcY4De5RNxJZCOV7fZ8vNT+emipfEY9PN9LU6nt+rjOoOfXcHAoKE1mw0IT0KFctR0NLSwuVlZUsWLDAW9dwJAzaHGx9az9b39qPddyb32RU09oWvOUsPEyOvX/YbxIFoFTIMCRoCA0NoSzANu9kkuMiaa4Z6yBQyKWEGZW0BVhB56fHULbXd8WcnBRFbZfFR5CTTVpayn0nHHK5FIVW7ueNn5msp37vofHl5pvYP039QV6KgY62fnqncetLyjB4A4HijErMFYc+D+pwOU6PG3uQ9LjULCMeoLG4iakdeDmFCZQGW4nnxBCCh8pdvoYxkhAxphQ9jQEMf2IStNgGh4lQhdA8pdgxOSeW5upOv+4BGDtnxzlK2WfVfvdFJ+kYHRmle0qOw5ofreSq314QcOzHSldXFw8//DCPP/44vb29ZGdns2HDBtasWcPSpUvn1Df+rrvu4rbbbuOmm27igQcemLNxnAwIrXDzgKamJoqLi8nIyCA1NfWoHOcAetp6efRnz+AccRI25cxZHhZKTGpMQGFPXGBiwGz3E3ZtrIbuzkF/YT8l3SvsIjFoDCoyihKQyaUYjGosbRYqdtfTVNlBxxR7TUmIJOCKVjJuLmNKjOLCHyznnscu458vX8tV15xO4aLEWRP2iYjc6upqioqKjkrYAdSqUC7fsIRn77uMH160jAi1nEh1cK92gDh9WEBhBxiyj9BS041KfPjXq57Ud2wfdmLvtqGe0v8tkYhpCbClXd/Qw8IU37YwpcT/aGN42EmELNTvC8Jl9Z2sVpd3YNAFrqqOj4ukoqQF7WGCTIYHhhGLQCoVM9Llu4odHBgmKUj7G4CtfwhbS5+fsANU7m/BlBh4m1kRGkJngHAh16ibvm4rEQFyCLo7+klN0/kVlgLUl7URl6ojkH2BZ8SJyzlKiMz/d9vR0I3DPkJiziETnu/cfO6sCTuAVqulra2NqKgoysrK+PWvf01DQwOrVq3itddem7XnPRy7d+/mscceY+HChXM2hpMJYeU+ixxu5e52u6moqKC9vd1bOHc0og7QXtfJr9f8BfOkal21Noyo2EjCIlXIlKEMWx2MOJwM2xxY+4cY7LERk2qkr3vQ59wcQBkuR6pWMNBtQxEmQxEmR6VWoI5UIwmVYLc56O7oZbB7rIo9MS+RxilnzNmnpFM+ZWszZ3mqzypKJILCFWlkL05i+TfSiQtgJjJbTBQs9vT0UFRUNCMtP3aHk61v7OPZrV8y6grce2xUy+juDb5lHxWpYqDLRkZONPuDVKyHyiRIHWPiO5mE+EiaB62MjK8cs5IN1B4MfB4vEkFyhoGq5m404QqGO4f8JngT5C6MY1/N2O832aSltdRfEJOSddR3WPy25zNitdSPJ6ll58dROs2OREJyBGEqFZW7ArcIpmVHUx1gNR0frcTtcNDREnjr3hiroafX5lO5npJuoLGkkbikKDrb+gJWtSekGWht6MY1XhsilohITdVRvad+bKu9JPA4UxbEUl/a5j1Lz1oYS/l4kWpCZgyWrgEGe/13MSRSCRmFiSw6O5cLbvhWwGvPBG63m5/+9Kfs3LmT999/3+cYauIIcS5sZq1WK0VFRTz88MP84Q9/oKCgQFi5HyOCuM8iHo+HkZHA5iFOp5N9+/YxPDzsLZw7WmFvONjEb9fdi6XTv19YGa5AZ9L59bEDRKcYcLs9OIZGEI23iInEImRyKWqDhvY6M0MDw95KbLlaRogyFKvFdyKQuyKTsi8bfG5LyIqhudHic8YaplHgCpGCCAqWp7DotDQKT0lFE8QqdjZxuVzs37+f4eFhCgsLZ9yko765h/sef98vctYQFUZPR/DiMxhrsTt4oBWRCLLz4gIWyy1IMVIRpGc9M9NIaYsZDyKy4nTUVvmL4QTh4XLcCjGJ0ZGUFQfeuoaxNrHIWDVtXQPkxOmoKQs8YchZGMeBqkP3JSdE0XLg0DgVCinyCDk9AYQNIDY2ArF9lPZW/88yQKRWxfCoi6FJ8cSZWdHUjJ+zp+QYqavyryeB8SK28er5KL2aka4BbOPWwZmFCVTuD/z6J/eyZy+IoXzStnr2kmTKA1TQw/g5e3HDWHvdF77dJ9qYCGRyKR0BWhh/+LsLOP+alQGvORO43W7+53/+hx07dvD++++TnOxvjTtXXHHFFWi1Wu6//35WrlwpiPsMICQBzAFDQ0Ps2bMHhULB4sWLj7pwDqDiixp+f9F9WAOcZaoilETGaAMKuz5ey4hjlL4pueYikYiMZelUTTHSEIeIMSZH+63Oo1N0VE5ZvUikEhxOj1fYJSFikrNiWHpODpn5CWTnxyMJmbuToJGREUpKSpBIJCxevHhW/LKT46P4228uZOub+3lq0xc4xiN1Y6LU04u7x0NTY9fE/6Vsfyv5C/0F3mELvhNUWdlJ/oJYmvsGqQtQODmZgYFh0vR62oJUo0/gdLqQuUTERUdQUx68Mr+2shO9Lszb3y8e9j0jt9udxJgi6e21BuxtD5OEMIILiUTkXS1PxtJrIzsvzluPEBGhoH1S10FbgwWdQU232f89LtvXTHxKFJ1tgyhwY5mUCVBZ0kTO4iTKAqzEy4ubyCpIQIybso99i1TLd9eTsyyFst0Nfj9XsaeBxaens+ftA3739bb3I1eFkpafQM2+secUiURc84cL+faVp/s9fqZwu93cdtttvPbaa/NO2F944QWKi4vZvXv3XA/lpEI4cz/O9Pb28tlnnxEVFcXChQuRSCRHLewATWUtLF1VSHJeAiGTMpzDNCo00RpaKv3NOiKjI0As8RN2gJzTsvyEHSBreZqfsIcqQ7EPu3BN2X7OXZ6GLiaCi649g1//8wqe+fR/ufuFH3PhD7/BgkWJcyrsQ0ND7Nq1C4VCQVFR0awGYYjFIi78dj7/+PP3KFwwliTWFUB0JpMUr2VgwHeXp2x/KwsS9d5/G7Rh1DdMb1pTerCNLKM2aHX6ZGRiCYnT5NVP0NJiIUkTHvBcewKHY5SIUCkiPKQn62mq9p9c1FWbyc32D3hJTzNQd7CNloYesnP875+g/EArKalj74cxUoltUsrf8NAI8lCpXx47AB6wmAfRaSXeCvfJVJQ0khwgRAZA4nFh7w38uyv7oo7YNI3f7dn5cezesZ+kHBOKAN0dwzYHdQeayVk+Vl/z47sunnVh/+1vf8umTZt45513SEtLm7XnOlqam5u56aab+L//+z/B6naGEbblZxmH49AZa0tLC+Xl5aSnpxMXFwf4O859FUado7RUtlG3v4ne9n7q9jXS0dBFZ0OXd2UfrlOjjFBibvKPGc39RhZlX9T53Z65LNVvdQ6QfUoG/b02TGkGdHHhqKKkSNVutDFqomOMGI1GIiMj57TqdjL9/f2UlJQQExNDRkbGjAb6HAnvfVLFQ//4APs0KXC5qUbKywJvt5sSw6jvsZMeraa+PvC29QQSsQidPJSwKBW1zdNHyiZFqWlr7CU5JyagPe8EUVoVQ20DxKXqqGuY/po5C+MY7LbRWh/4cXK5FIlSxKB14nxXjC5URve4z4FYLCI+zUBDEOe9KH0Y0XEayj+pDXh/TlECZQG22XPy4hjq7qe5ttvPWAZAFS5HoZbTPak3Pj0rmpriOmShIUQn6vwmuRPkLkuldPfY8cDUdjdjYhSjThc9U6rhYWzFfvNDl/GN9YsDXncm8Hg8/OlPf+Kf//wn77//Prm5ubP2XF+Fbdu2sWHDBp+ceJfL5S0qdjgcQob8V0QQ91nG4XDg8XiorKyktbWVhQsXEhER8ZVW618Fa9/QWFZ75wB9XQNY+2zY+oYYHP/fEJmUwfEVkEgsGjOvEYuQKaTYRoaQq0PJyElFFx1JhC6MCF0YhvgoZKG+K1+3201fXx9msxmz2YzL5UKv12MwGIiKipqzP9Du7m72799PamoqiYmJczIGgMaWXv741x00t/lnx8tDQxA73Aw7gnsixCep6emxYxuavv89O8VA9cE2wsJCkUUqMAexwU1OiKKldGxbWxUWijRCTneQdrW8jGgq9jSNGcCEiPxMZ3yePzMaS8cA5ml2KmJMatrMY9vzC7JjqPi8wef+KH0YthEX9iH/epVIrYp4nYqDJc1+98FYsWBKTgy1k7wU4pOiaC9vxeV0kVWUSEWQn9VGh2EdHGFkeJT4JC2dNR1epzi5UobBFElTVeBCx5ylKeByUfqJv/WtOlKJNlpD46S8AZFIxLV/+S7fuuTUgNebCTweD/feey8bN27kvffeIz8/f9ae66syODhIY6Nv7cJVV11FVlYWv/jFL1iwYMEcjezERxD3WWZoaIi9e/cyNDREfn4+crn8uAn7V8Vms1FSUkJ4eDi5ublHLcwTntdms5nOzk4cDgc6nQ6DwYBOpztu2dBtbW2Ul5eTm5tLdHTgbdfjiX14hPsfeY+Pplj85qZHU34wcNDMBDF6OVpNBAfrghfJAaRHR1I/bpJjjA6nzzmKze4vktmJOmomhc6YErS09Fn9onXD1XJGe4Zwjk88UjONVDd2Bzw3F4tFxKjlSEQiOnpsAfPjJ8jJN9HS3ofTbMMRYHxZeXGUVwQIzknUUre/hayiRMqDFMKpIxSIZRL6LUOo1HLkrlF6Ow7teOQsTg5oJwtgTIrA2m/HPTiMfcokRhEWSoRORUeDf51CzqJEcLkp/bzG7z4Yc4pMy0+gYnf9mLDf/V2+densCvvGjRu55557eOutt1i8ePZ2B2YaoaBuZpgf+6YnKS6Xi88//xyXy8XixYtPCGHv7e1l165dGI1G8vLyvtKKWyQSERERQXp6OitWrGDZsmWEhYXR0NDAzp07KS4upqWlJWgnwbHi8Xioq6ujsrKSwsLCeSHsAAq5jP/97/P4r8tPI0Ry6E9v2Hr490EtV1JxoJWF6cFfizZC5hV2gM6OAeIiw5CIfT9vuigVtVOq3luaeslO0jOVpLhIr7DDWOHcggDn5gCZ6UY6my20NfWSlW6Y9vXUVnaSYAwPKOwwFtOalePbj5+dE0PduKDXHGghPjlwTvtgvx2tNgyRGGL0Kh9hBygvbiAtLy7gz1p7hklO1vkJO4Dd6qC3c4DoJN/nzS5KoPSTKko/ryFjURLSAJbIoyMuKnbXk3tKGv/154tnXdgfeeQR7r77bl5//fUTStgFZg5h5T6LOJ1Ompqa0Ov1XlGfz8I+sdLNzMzEZDLNynMMDQ15t+4HBgbQaDTeuNqZKKjxeDxUVFRgNpspKipCrVbPwKhnntKKdv78wJuIRdDTPn2xnVajZNA86DXAyS6I50C1/6o2w6Shrsr/rDonL479tZMS2jKiqdgTeGs6c2Gc1w5WoZAitTmxT7FHDQkRY0yK8knmCwkREyUNoafz0Jl1Wl4cVUHa8RKTomBgmHbzAKPOwCt8pUpGqFpOb48NTaQSV4/Vx5chUhfGiMeDtT9wyM3Sb6Sy+82DAe8LVUiJitbQNqmGQCIREx8fQUNZ61gl/BT3ugkUYTLU2jDMTb1k5sdTuavWJ8DHlG7E2jdEX5f/7/VHf7xoVovnPB4PTzzxBHfccQevvfYap5122qw9l8D8Rli5zyI7duxgyZIl3HDDDezYsWPWVqrHyoRbW2VlJQUFBbMm7ABKpZKkpCSWLl3KaaedhtFopKuri48//pgvvviC+vp6bLbgVqXT4XK52LdvHxaLhaVLl85bYQfIzYrhwbsupmhB/GEfazKG+zjbVexrZkGar6OeXB5Ce3PgYruyA62kmyKAMbvaxmla2hoqO4k1jj02LVHnJ+wAo6NuHP3DKCe54mWmG32EHaCtrguVyn/nRywW4bE6aKnvJiMjuDPgkG2EiDA5IhHoNXI/wyVLtxWDXh3QFS4xTc+etw6SVRD4/XXYnQwN2tFEHfJaSM820DCellj2RR05SwO3i9mtIwz0DGLKjKTqy1q/ZL4JBzvTlN/Rlb9eP+vC/u9//5tf/epXbN++XRD2rznCyn0WcbvdfPzxx2zatImtW7cyODjIt7/9bdatW8fZZ599VHnLsznGsrIyLBYLhYWFM+LW9lUYGRmhq6sLs9lMT08PKpXKu6IPCws77I7HRJqeSCSioKDguJ3rHytOp4uNf3+X9z7wD/uBsep3jUxKX5+vA5tYLCJtQSxl42Y5eenRlAfxUZ94vDZWiVQmpqM6uP89jJ3VD3rchNic3mLLQGTkxlJea0YmCyHM7WEggEFNbIKGtq4hn8lJTk4MlZ8d6s7ILEygojR4zcHSFal8+XZZ0PtzFidRuvfQTkRYuByp00mfeQBJiITELCN1QSY0cSl6utr7Scs0BvR+T82Po3a//9gS0g30NncTrlfRWh24sj9UISUxO46q4gYu/eX5XHjjOUFfw7Hi8Xh4/vnnufnmm9m2bRtnn332rD2XwImBIO7HCbfbzRdffOEV+q6uLs455xzWr1/PueeeOyeiOuGSNzo6SmFhIaGhocd9DIEYHR2lu7sbs9lMd3c3MpnMK/QRERF+Qm+32ykuLiYsLIwFCxackK0z//f8Fzz34i6/27NSDVQHET6JRExydjQV9V2YIlR0tE/fJqdUyjDqVTTUTW9cA7B4SRJ7Pvdvj/QbX74JsVhE+ReBt7BhLMDl4Hibn1IVinTIgXVSNLAsNARtrIb21j6/n42IVOIZGCI6XktNkFZBkWgsP726rH3s/6dEUbv3UAunXCVDa4ygrTFwe17RijT27ywPGPoCkFGUQNWkCvvoeC397b0MDdgRi0VkLUuj7IvArXkikYgr7ljH2h+fGfD+mWLTpk1cd911vPzyy6xatWpWn0vgxEAQ9znA7XZTXFzMpk2b2LJlCy0tLZx99tmsX7+eb3/724SHh8/62fzQ0BAlJSWoVKqvXDh3PHC5XPT09GA2m+nq6kIsFnuFPjIyEpvNRnFxMUajkczMzHld0zAdvb29PPfCB7z1bpuPQ1u6KXJat7mQEDF5hYmUTLEBDkRWmoHetj5GxCL6g5xTT1wzXBpCbKKW0mlW1AARGiXa8FAaphmjWCwiITOaurpucrN8o1kn0MdEMGgfwT7k6wWQkaanpqQRuVKGxhBOR7N/KyGAMiwUpUaJ3qim/GP/drSIqDAkMgm9U1r0ok2R9LV0Y0o30lDeHlTgc5amULa7Hq1Bjctm9ztPz1qaQs3+Zr+wpfxzU/jWNUvR6/Xo9fqAk9Nj5ZVXXuHqq6/mueeeY926dTN6bYETF0Hc5xi3282BAwe8K/qamhrOPPNM1q1bx+rVq4mMjJzxL4O+vj727t07Z6YuXxW3243FYvHppXe73URHR5OVlTUngRczgdls5uDBg2RlZdHV7eKPd7+BzebAoFfT22LhcH+hOalGht2uwxrMJOrVtDT0YEqKoqPXxkiAwBSA2FgFHdX93p7xmtrgwr1gQSyddV0Mu9xYp+l/j4hUEhkTQfO+VtxBgnUy8uKonNSfnpETQ82kFbHWEI7T5WawL/BRQXaBieayNqz9QUJk4rVYB4exjZ/dh4XLCRV56GnvAyBlgYmW2k5GhgP7DSw4JRVzbSedjYG34eMzYxiw2OjvHvMW+Nalp/KjP11ET0+PN0tdLBZ7hV6r1R7zpPr111/niiuu4Omnn+aiiy46pmsJnFwI4j6P8Hg8lJeXe4W+tLSUM844g3Xr1rFmzRp0Ot0xC3FnZyelpaWkpaX5JEKdaLS1tVFWVoZWq8Vms+F0On166U8UoW9tbfXmyRsMY+1jTc29/ObOVzBqVZRNc44OoNer6WvpQxYagi4hksYgK9uUpCgaJwXOpOfEUF3f7ZfkFhIiJkIagmVcoKQyMaooBRaLv3BHaJQ4ugcZGXYSlxRJa/vgtBORosJ49u9qCOgdP0HOokRKD7QSFi5HMjTMoMVXqBPSDbQ1W/wq7BVKGUqJh7AIBe3NvUEFOjEjmrbmHtwuD/HxGm8B3QSxqTrMrX2MOnwnPtLQEKKjw5GGhtBePxasFAiNIRxVpIqUXBM3PXiZj0vjhNHThNA7HA6ioqK8n1nZpCjfI+Htt9/mkksu4fHHH+f73//+Uf2swMmPIO7zFI/HQ01NDZs3b2bLli2UlJSwYsUK1q1bx9q1a4mOjj4qofd4PDQ0NFBfX09eXh56vX9P84mAx+OhsbGRuro6Fi5ciE6nw+PxYLVa6ezsxGw2Y7fb0Wq1GI3Gr/SlebyY+H3k5+ej1fpG3lr6hrjnj69x8MD04r4gM4by8WIypSqU8Gg1rQHO3jPitdROMYXJKYzn4JRCs5ycGCp2+xq8aKKUDLvd2O2+gpmTHU3FpOCU9LxYqioDt75lZMdQs6ue7KJEyg74BxpNIJGIiU3To5RJqApy1DCW5OZ7jYxMPVXFY+NOyY2jsbozaIxten48EpGbigCWywCxqXr6u6zeFb5IBKlZ0VSPZy/o47VIxGI6gqzgl68u4OePXoUkJPiqfOIzOyH0g4ODREREeFf1KtX0iYkffPABF198MX//+9+5/PLLT5jdN4HjhyDuJwATgjYh9Lt27WLZsmWsXbuWdevWYTKZpv3jnsiN7+rqorCwkPDww4eFzEcmbHw7OzunfR02m827dT84OEhkZCQGgwG9Xj8vwikmJm6tra0UFRUFfR1DQyP88XevcGBf4J50lVKGx+bEMcmzPjxCgSxSQeeks+W4mAg6gpyJZxcmeHPWJRIxWqU0YHpdUrqBpjaLd9WtjpAx1D7oF1CTVZhA+ZRzelloCOESMb3jrXI5i5MonWZHImdhLB0N3Vi6AlvnTlyjbHIc65SCtvT8eGpK2wIG6GTlx+FyOKkra8UVpMc+NkXPQN8QVssQ2QXxfpX0clUo8RkxVJc0+Nyee0oadzx3AzL50XVrDA8Pe4W+t7cXpVIZ9Jz+448/5sILL+S+++7jmmuuEYRdICCCuJ9geDweWltb2bJlC5s3b+bTTz+lsLCQ9evXs27dOpKSknz+2J1OJwcOHMDhcMxKfvnxwuVycfDgQaxWK4WFhUfcRmi32+nq6qKzs5P+/n7Cw8O9BXlz0Yo4cfTS09NDUVHRYVdozpFR7r37DT77xN/WNC87hrJif+GPjFLhUUi92ek5KXoqg6yWxWIRyTmxVNeYyc6OofLLwLasMJ6LPh6ekpmmp3qv/3NLQsTEpuhpmnT+vyAvjrJPD4mvSCwiJTeOmgD2sgqlDLlnlFC5FKvN6V09T0UkgrSF8Qz02Ohr6faZ4EyQtcjfRz4+VUdbRSujThfJC0y0N/bgCOBhD2BMiMIYq2HfB4Hb8EQiETnL0ygdF/7UhfH8btNPUaoVAR9/pIyOjvqd03/66ackJSURHR3NJZdcwp/+9Ceuv/56QdgFgiKI+wmMx+Ohs7OTrVu3snnzZj788ENyc3O9Qi8Wi/nhD3/I7bffzplnnnnCnENPxel0snfvXjweDwUFBV95m93hcHh76Xt7ewkLC/MKvUqlmvUvyoniSZvNRlFR0RFPtFwuN488+C5v7TjktiaRiIiUybAE6C0H0BnUOEJESEQiBtsH/OJ5JxMql6KPj8TRP0zXYdrpsoviGRgcpq2iPWgErFwVglguxTboRKsLw9bW52NhC2NBLBpjBO0tvjUC2dkGKsa34+PTjXS29TMSJFBHFS4nITGS8gCZ6hPkLDnkI6/RqnDb7fRPCtMxJmrp7x3CMeQ/OcjIN9FR24nGEEFjWfCjhLSCBNwe+PX/XU941My2tE6c0//hD39g06ZN9PT0kJeXx80338yaNWvm7Hjtz3/+M1u2bKGiogKFQsGpp57K3XffTWZm5pyMR8AfQdxPEjweDz09PWzfvp3Nmzfz9ttv4/F4yMjI4PHHHyc/P/+EnOUPDw9TXFyMQqFg4cKFM9ay53Q6fXrp5XK5V+hnoxVxdHTUx1Pgq0xQnnnyYza9uBuA7Ixoqg5TbGeM1aCPVnNwj39s71QW5MXR0dpPdwDL1MlIJGKSUiOoKwteQQ9gjIugyzKELlJKV11g0xytQY3TDQPjRjkpaXrq9/nuHKTlmair6gwY05q9IIbG0laiYiNprg0eqJO7NJnKfS1ER4fRXOnfK683ReJygcV8aJyJ6UZaK1txOkaRhIjJXJJC2eeBe9mjYjX8+ZWfo4uLDDqGY2Xfvn2sWrWKK664Ap1OxyuvvEJxcTE333wz995776w9bzDOO+88vve977FkyRJGR0f53//9Xw4ePEhZWdlhd6MEjg+CuJ+EvPLKK1x66aWsWrUKu93O22+/TWJiImvXrmXDhg3k5eXNm6z16RgcHKSkpASdTkdWVtasjdnlcvkIfUhICHq9HqPRiEajOWahHxkZoaSkhJCQEPLz849pB2Xb5j08+fiHJOgjaAliyjKBOlyONiyU7n47NmvwNjWxWIQubMzAyOGB/iCtZgCxcWH0NlmIitPS1hK4Mn+CwmXJ7P2wCgIkyE0Qn2agvb0fsViEWiqip8N/5yBrUSIV+3xXzmnZ0dR8OVYQpwyTExUXSXNNcIFfckY6u948EPT+SEM4ocpQOpt70cdGMNQziHWKK2DGomSaKtsZth16L8Milfxp288wZcxeONHBgwdZtWoVN910E7fffrv389jW1kZfXx85OTmz9txHSldXFwaDgZ07d3L66bNnsStw5AjifpLx/vvvs2bNGp566ilv3+vAwACvvfYamzdvZseOHRiNRq/QFxUVzUuh7+3tZd++fSQkJJCSknLcdh3cbje9vb3egjzAu6LXarVH/V5N7DxMuOfNxHv98QeVPHDnf6bdagdYkBND6ZeNmJJ1dA/YA+ajw3iF/PhZe0yCFovVwVAAT3kRHrQqCRbzEOGRSqRhoXQHyW2XhIjRhcnQxWgo2zv9DkNKbjShUgnlQYJaYHx7ffz8XKNVMjow5NPPrggLRRenDSjwWQUmyj+tJntpChXFDQGL7ADCNEpikvX0tfbS1RLYxc+YGIVIJKKjsQe5UsZvXrqRzEWBPehngvLyclatWsV//dd/ceedd87b3beamhrS09M5cOCAkME+TxDE/SRjdHSU8vJy8vLyAt5vs9l444032Lx5M6+//joajYa1a9eyfv16li5dOi+c6jo6OigtLSUrK4u4uMDRnMcDj8dDX1+fV+hHR0d9eukP915NuOdFRUWRnZ09o1/Muz6p4a+/fZWRkcDn0WHqUFwDwwzbx86S41P1mC02778nCJGKiZCF+FSmJ6YbaOkYwDnF5CY+PozWikPtX7qYCIZH3QwO+K/0c3NjvZasOUtTvMIciCijglCph7Yg2/cT5CxJpnxvM4kJkX796RBY4BNS9bRWtnqd40yZBjqaev362GEscz0+SYdcKaN8V3DrXbkqlOQFJi686TyKzpy9VXN1dTXnnXcel112GXfddde8nITD2IR47dq19PX18fHHH8/1cATGEcT9a4zdbuett95i8+bN/Oc//0GhULBmzRrWr1/PqaeeOicFeI2NjdTW1s67XnyPx8PAwIBX6IeHh32EfmpQTX9/PyUlJZhMJlJTU2dlxXWwpIk//e/WgCvyBbmxlE4pNEtMM9DeM4hjksFLbm5swIK01NxYauu6vYEvIVIRaomY/h7fAr64ZB3dUyYNkVoVdnO/TwV79pJkygOs4KWhEjRKKV2tFlIWxlBXFnxrXSQSsfj0dHa/FTjGFcYEXm/S0lRtJlyrhOER+rt9dxdiknUMWR0+hXUAmQtNVOwam5BkLUmhobwtYCW9SCTipw9dzhkXLg06jmOlvr6e8847z9vyNl+FHeC6667jjTfe4OOPP57VREmBo0MQdwFg7Fz4nXfeYfPmzbzyyiuIRCKv0J9++umznrLm8Xiorq6mra2NwsJCIiIiZvX5jgWPx+PTS2+1WtFqtd7te6vVyt69e0lNTSUxMXFWx1Jb2cGdt2zyFqXBWECMyO5kyOZ/zp6UYaSlsx/niAupTEKYWER/b2C71oyFcVRUdgIicnOjKd/VEPBxydkxNDb1eE1jMlJ1VE/pzReJRGQUJlB5wLcHPmdhrE+hWu6yFEr3BG7Hi0vSYq41k1aQQPk0XvqKsFAM8To8DgeN5YG98SONY2fsE0Y0uYuTOPixbzKfISGKEFkI7XW+xYOX/3oD66+fvdS1pqYmzj33XFavXs1DDz00r4X9Jz/5Cdu3b+fDDz8kOXn2jicEjh5B3AX8cDqd7Ny5k02bNrFt2zacTifnn38+69at45vf/OaMp8e53W5KS0vp7++nsLDwhKu2HRoa8gp9f/9YQVh0dDRpaWkoFMfW83wktDT28Nufv0zPeKX7gtwYSncH71dPyYqmqa2PjAwD5dM8DiAhM4peywijfUMMBzmzB8jIj6eqoo3kdCP1JYGvKQmRkJgdS914f3t8chQt5a1+Z+CBBF4mlyATubD2jvW9ZyxOpCpAj7/3GosTcdgcVO8N3imgVMsxJuqQhUqoCBD3CiANlZJemOjdpl/z4zO56ncXBr3msdLW1sY555zDmWeeyT/+8Y95K+wej4cbb7yRrVu38sEHH5Cenj7XQxKYgiDuAtPicrm8mfTbtm3zZtKvX7+es88++5jFy+l0sn//fpxO57yKnf0qtLa2UlFRQUxMDHa7HYvFglqt9umlny26Ogf47c9forfLSojTFdT8ZYLMhXGYWyz09QTuk5/M4hUpfLkzsPhNJmdJIt2NPZhbg1fRy0JDiE420NbUgy5CTkdT4Ir/nGUp3v50gMzcGCq/9C24i8vS0VrlX/iWmR9PxRc1iEQikvNjqdsXPNkuOScWpUrGwU/8k+R8rrk4hbiMaH5y/w9mraito6OD8847j+XLl/Pkk0/Oi/qXYFx//fU899xzbN++3ae3PSIi4rhMaAUOjyDuAkeM2+3m888/9wp9V1cX5557rjeT/mjFa3h4mJKSEkJDQ1m4cOEJa7IDgX3iR0ZG6O7uprOzk97eXhQKhVfo1Wr1zKf9WWw8+cC7fPR68JavCXIXxjJsddDcbPErnJtMjElDZ20n2YuSKD1M1XtOfhy4PZQVT78boFTLycwzUbKzYvrrjQt81sI4KoLkpSfmRtNYYfYa6hhMGiwtvYxMOu9PK0ygsbzdz0gnKiYCR7+NQYuN1PwEulstfufwE+SfnsXtz/+EEOnsCK7ZbGbVqlXk5+fz73//e97/LQT77D755JNceeWVx3cwAgERxF3gK+F2u9mzZ483wa61tdUvk346rFYrJSUlaLVasrOz5+324+E4Up/40dFRn156qVSKwWDAaDTOaMa33ebgrv/ZxIFpzqTDNQpG+mw47E6SsqJp7xzEYfd3aANIStTQMO49n7sshdKSwAKvM6rpb7fgdIySszSZsuLg2+FxSVH0t1vQxkTSVN0Z9HEA+d9Ip/KLWp/e8qmkFyRQV96GVBpCiNjFYLd/DYEp3Yi1/1AOuyJMTrhaSkfDoep/tVaFMVFPzV7fyUnyAhN/fOXnKMJmx7q5p6eH1atXk56ezgsvvDDr9S0CXw8EcRc4ZtxuN/v37/cG29TW1nLWWWd5M+mnGsFYLBb27t1LfHz8rFWSHw/cbjfl5eX09vYekU/8BC6Xy9tL39XVhUgk8q7oIyMjj3mi43S6+Nuvt/PpO+UB78/JjfEpSEtIN2Lutvq1yaVnG6ne0+BzW+7SlIAr+JTUKOoOHmpPy16STHmJv8CHSCXoIhV0NHYTqpASlx5DXVngbXNJiJiYmHDUWhUVexqmjZNNWRCHRARVU8Y7mfCoMCJ0alprO0lKN1C7L/AEJOeUdKr3NuAcHsWQEMWfX7sFrXF2CjwtFgtr1qzBZDKxadOmeZtgKHDiIYi7wIwyOZN+y5YtlJWVsXLlStatW8f555/PG2+8wbPPPsvjjz9+QufJTwTZHK1P/FQmvMPNZjOdnZ243W70ej0Gg4GoqKivfO7qdnt44t43eePlPT63G6LD6W3u8YtDjYxWMjwiwj7usR4iFaNRhtAdwGt+qsBn5MZQ9aW/AU3W4iQq9zX7iHJugYnSzw6F4IRIJaQsTKAqQPJdTmG8N5QlvSCRpupOn+12n8cWJdLV1I0LNz1twfvlJVIxmYtNlO70D+KZTHSSnjCtkpseugpT+uy4z/X397Nu3TqioqLYunXrCRvqJDA/EcRdYNaY2LKeEPri4mIAvve97/H73/8eo9F4Qq7aJ3ziXS7XMQXZTMXj8dDf3++tvB8ZGfHppf8q57AvPf4RLzz2offfGRkGvza1CWISo7AOjzLYb/drUZtKztIUyva2oFDKkOEOeladWZRI1cGxinhTUhRtVe24pzjricQishanUD7prD4lK5q6fY1M/noypRmxDgz7PVfaglhqvqzH4/EQEiohOS+e6iCmOakLY6nZVY8xTctA9xD2gcDb/TK5lN9tvpmspalB34NjYXBwkA0bNqBUKnn11VeFIjSBGUcQd4FZx+Px8L//+788+uijXHrppRQXF7N7926WLVvGunXrWLduHXFxcSeE0M+kT/x0eDwerFarV+htNhtRUVHeXPqjmVC8vbWEx+5+g7gELS1BtsAnMJoikShl9DZ3MxzAgnYyOUtTwOWmbBo3N4DMwgTqqzrRRoTSMY0ffu7yNEq/bECtUSJyjgScMGijIwhVyr396bpYDTZzH0NTugOyl6dRtbfRJ689ZUEc9SUN3smFKkKBNl5Dc5lv9KxYLOKWf/0Xy1cXTvu6vio2m40LL7wQkUjEa6+9RljYzCbJCQiAIO4Cx4Hf/va3PPXUU+zYsYOsrCw8Hg8tLS1s2bKFLVu28Omnn1JUVOSNqk1MTJyXQm+32ykuLkatVs+YT/yRMtk0Z3BwEI1Gg9FoRK/XH9F27q6dlWx65ANqDwaPLp0gf2kS7U09mNv6pn1cfLKOMHUolftbAqa2TWbx6ens/6SKkeHAdrkT5CxLYXhwmNr9wQvyFGGhxKYYaak1o41U0F4X2NUuPjMG6+Awls4BohO09LVbsAdoEcxYnExrTSe2cRvd068s5MwfLA/qPngs2O12vvOd7+BwONixYwdqtXrGri0gMBlB3AVmnZaWFsRiMbGxsX73eTweOjo62Lp1K1u2bGHnzp3k5eV5hT4tLW1eCL3NZmPPnj3odLoZ94k/WoaHh71C39fXR3h4uLcgT6lUBv25qn3N3HXjc/QHyYAHSEjV0VzehipcjjY2kqYgSWtiiQijQU17fRepefG0NPYErbiPT9XTUtZMbKoB64C/7etkchYl4hx20ljdEdD6dQJJiJjCb2Tw5TRJbzAWBmPKjKGroYvuIGEwABE6NYaEKHJXZHDBz8+hq6vL6z4YGRnp3TE5lnNxh8PB97//fSwWC2+99da8dmEUOPERxF1g3jA5k37Tpk289957ZGZmerfu50pUj4dP/FdlZGTEK/S9vb2oVCqv0IeFhfmNdf+eCjbeug1Lp3+7mEgsIiZGTdu43ao0NISknDiqA6z2cwvjfQrj4lINDFpHGJgycQhVSFErJXSNx8NGGsJRRihpq+9mKqYUPW01HbicLqITdbjxYA4SK5u9KJGyT6owpmmx9TqwBYmplUglmJKiUIYrqC9tDbhyn+AbFy7hvx+72uc9s9vtXqHv6+vzmhLp9XpUKtURfxZGRka47LLLaG1t5Z133vF6IQgIzBaCuAvMSyYS2V555RU2b97M22+/TVJSkjeq9nhti/f09LBv377j4hN/rDidTp9e+tDQUIxGIwaDgfDwcFpaWqiuriYjLZvH73yTA5/7npVnF5gon2IWIxKLyF6cTNmktjZ9TAR9bb3+pjDREUjkMsytfYeumR9H2ee+lelypYz4zFhqDhyquFcoQ1EqQ+ie5G6nVMuJTTNSs9+3OC4xM5qmg83es/MIvZqomEjqD/q36GUVJVL++VjFvcYQjj4+iuoAJjsLTsvg1y/fhFQWvIZiwpTIbDbT09ODXC73Cv10XgVOp5Mrr7yS2tpa3nvvPXQ6XdDnEBCYKQRxFzghGBgY4D//+Y83kz4mJsYr9IWFhbMi9J2dnRw8eJDs7OyARwrzGZfLRU9Pj7eXfuK2jIwMTCYTbpeHf/z+Vd7dMtbBoI5Q4BoaZsgaeGU7Fts6JvBJKVE0BCnMU4Ur0MVH0VjVSXJ2NHXFgTPaxWIR2ctSKRtPpMvIi/Ozl4UxJ7Sc5amUjhftRejCcFqH/FbqIpGInFPSqPyy3tvml7M0hdKP/V3wMpak0FHfzcD48UBCdix/ev1WVOFHXrE+9f0Vi8XeFkatVuv9PI6OjvKjH/2IAwcO8P7772M0Go/4OQQEjgVB3AVOOKxWq08mvVar9SbYzVQmfUtLC1VVVfMuevZo8Xg81NbW0tTURFRUFH19fXg8Hq8QfbS9nOf+9i4ZudFUTmMAA2NtbZIQMWWfTd8jLpWFkFaYSHt1OxbzYTLal421mpV9Or13fVp+Ap2tvSjkYjrrg1fcmzKiGRkeJUIXRs3uWoJ9vak0ShKyYjE39XLXm79AF/fVt8knexV0dXXR39/PE088werVq/noo4/Yt28fO3fuJCYm5is/x0zx97//nXvuuYeOjg7y8/N58MEHWbp09qJrBeYOQdwFTmjsdjtvvvkmW7Zs4dVXX0WpVLJ27VrWrVv3lTPpJ3ziCwoKiIyMnIVRHx8mfAba2tpYtGgRYWFh3uOOiXN6p9NJT+MIW+//OGhB3ASaKBVRhjC62wemLYqDsWx0SYiYsi/r/VLfJhOdGIVSIcPSPYilc/qJQMrCaPq7B+hu9DfWmUxSdixhEQpKP62a9rmVagV/fP1WknJnLoPc4/HQ2NjI/fffzwsvvIDVauXMM8/ke9/7HmvXrp3TlfuLL77I5ZdfzqOPPsqyZct44IEHePnll6msrMRgMMzZuARmB0HcBU4ahoeHeffdd9myZQvbt29HIpF4V/Tf+MY3DtvSNJEp397eTmFh4WH98eczHo+HyspKurq6glrjejweBgcHMZvNlO6pZvvGXfSbA2e7A6RmGanZ10REVBgaYwRNVYF94TPy46ncNXZ2n5QbR695wK/QDsaK7TQaJZ2N3agiFMSmRQeNaE3M0tOwt2WsBmB5GtX7GnEGaKuL0KkRuV1YOvqJS49GEiKmubLd73EhUgm3v/hT8lfmBH29XxW3283Pf/5z3nzzTZ588km+/PJLtm3bxhdffMFLL73EBRdcMOPPeSQsW7aMJUuW8NBDD3nHGR8fz4033sgvf/nLORmTwOwhiLvASUmgTPo1a9awbt06Vq5c6Rct+1V94ucjHo+HsrIyLBYLixYtOmL3M3N7Nw/e+hJln/sXnGXmm6jYdajYTiKVkLko2cejHiDSoGa4f4ihgUNn4hq9mgh9OI1TRDarIMHnmgDZy9KoOdDsU6ynT4igp67bxzLXkBCFXC2nqeLQNaXyEIyxkTRXHKoHEIlEZC1PpbmiHVv/oYnLTY/8kJXfPeVwb8lR43a7ue2229i2bRvvv/8+aWlp3vs6OjpQKpVzMmkcGRlBqVSyadMm1q9f7739iiuuoK+vj+3bt8/q87vdbp+6GI/HM6+6Tk5GTswoLgGBwyCVSjn77LN59NFHaWlpYfPmzYSFhXHjjTeSnJzMNddcw3/+8x/sdjs2m41rrrmGxsZGlixZckILu9vt5sCBA/T397N48eKjsjU1xOi485nr+O5Pv4VIfOiLVx4WQn2p74ra5XRR9nkNmYUJSGVjNQ4iEYSHy32EHaCva5CWqvYxR7txsooS/YQdoPyLGqKM4UQnjVWUKyNCsZoH/LzwzU09tJS3kbMsFWno2NFLclasj7DDeNbBZzWIRHitZC/51fpZE/bf/OY3bN68mXfeecdH2AGio6PnbDeou7sbl8vldyxgNBrp6OgI8lMzw+joKGKxGKvVymeffcbo6Kgg7McBYeUu8LXC5XL5ZNJ3d3cjk8lQKBTs2LGDlJSUw19knuJyudi/fz8Oh4OioqJj8rzf80EFG//nBaz9dlKyDNQG8aMHiEszMmx3YjRFHrYwLqMoiWG7g85aMw57cJMaaaiUmEwdQ71WuuoD97pPYEzUEZduZM+b+6d/UcAFN3+by3974WEfd7R4PB7++Mc/8sQTT/Dee++Rm5s7489xLLS1tREXF8enn37KKaccmtjceuut7Ny5ky+++GJWntflciGRSOjt7eWss87i9NNP58orr6SwsFBYvc8ywsr9JMDhcFBQUIBIJGLv3r1zPZx5jUQiYcWKFdx///18/vnnmEwm1Go1MpmMZcuWcckll/Diiy8yMDB9cdd8w+VysXfvXpxOJ4sWLTrmMJtFK7O4e8uNrDhvwbTCDtBa00lYeCijw9N70QM0VrQhk4iISZ6+A8HpcOIadqBSKjDER037WI0+jOI395G1NAWNMfjKePG5C7n0jg2HHePR4vF4uOeee/jHP/7B22+/Pe+EHUCn0yGRSOjs9K2T6OzsJDp6dlLvYOzvzWazccopp5CZmckvfvEL8vPzAbzC7na7p7uEwFdEEPeTgFtvvfWE68Oea9ra2jj99NNZuHAhVVVV1NTU8PHHH7NgwQLuuecekpKSuPjii3n22WexWCxBW6rmA6OjoxQXF+PxeCgqKpoxL/TohCh+cs/3WH3V6dM+ThoqwdLWQ9XuOpJyjcjkwZ8/McNIdXEDDQebyV6aEvSxsZlaWg520HCwBUunhdxT05BI/VscE7JjqC0ZS4Sr+KIGe/8QuSvSkU65bnpREv/zrx8jkczsV57H42Hjxo1s3LiRN998k4ULF87o9WcKmUzGokWLePfdd723ud1u3n33XZ+V/LHS0NBAT49vq+L999+PwWDghRdeIDY2lo6ODp599lnuuusu2tvbEYvFgsDPAoK4n+C88cYbvPXWW9x7771zPZQTCo1Gw7XXXstzzz2HTCZDLBZTWFjIH/7wB0pLS9mzZw9Llizh73//O8nJyVxwwQU89dRTdHd3zyuhdzqd7NmzB4lEQmFh4Yyn1MnkUq7+3QXc/vR/odEHDjlJzYljoGusGr5hfxuhSjHaOP/HZi9O8lbRezweyj6rJjxSSWK2b/93lCmczsou77+djlFKP6lCFxNB0oJDbWtRsRp6W32d8hz2EUo/rkQdoSBr/IzfmKTnVy/+FLnKt4jyWPF4PDzyyCPcfffdvPHGGyxatGhGrz/T/OxnP+Of//wnTz/9NOXl5Vx33XXYbDauuuqqGbn+yMgIZ555Jlu2bPG5PSwsjNHRUerq6rj//vu5+eabufnmm3n55Zc59dRT6e3tPa4hTF8XhDP3E5jOzk4WLVrEtm3b0Ol0JCcnU1JSQkFBwVwP7aRhoj1uIpN+3759fOMb32DdunWsWbNmTjPpR0ZG2LNnDwqFgoULF876F2Rf9yB//5/n2fNemfe2jIIEqgIUxolDxCQsiKGxtAOPG/SmCHqbexl1uvweKxKJyD4ljeqSRmSKEEKA/q7BgGMQiURkLUulq8WCROyho74r4OMmyF6ezo0P/5DY1JntL/d4PDzxxBPccccdvPbaa5x22mkzev3Z4qGHHvKa2BQUFLBx40aWLVs2Y9fv6OggOjoaj8eDxWJBq9WyZcsW/vznP9PW1kZERATXXnstq1atorm5mZtuuolXXnmFpKSkGRuDwBiCuJ+geDweVq1axYoVK7j99ttpaGgQxH2W8Xg81NfXs3nzZrZu3cru3btZvny5N9gmNjb2uAn98PAwe/bsITw8nNzc3OO68nn9qY945o+voI5UYrdY/bLUJxOfGYPL7cHa20+/eXrjG02MmvjUaA7s9LeMnYxYIia9IAFxiISqL2sZHfGfMADIFDJ+/+otZC5JPfyLOgo8Hg/PPPMMt956K6+++iorV66c0eufyEwUyX33u99l//797Ny5E4PBwJ49e2hvb+f0009HpVIhkUjYunUrd9xxB9u3byc1dWZ/RwLCtvy845e//CUikWja/yoqKnjwwQcZHBzktttum+shf20QiUSkpKRwyy238Mknn1BbW8uFF17Iq6++SnZ2NmeddRZ/+9vfaGhomNWte7vdzpdffklkZORxz5UHWHXlN/jLf35Gam7ctMIO0FzZTphSiinFiCRk+nEaYrTsf7+c9KJkomI0QR+XUZRE+ec1lH5cSbhWTdayVKbOqcQSMf/zrx/PirA///zz3HLLLWzdulUQ9nFcrrEJ1sTk9s4778Tj8bB27VqvQ+L5559PeHg43d3dbN++nauuuoqrr75aEPZZQli5zzO6urr8ClKmkpKSwsUXX8yrr77qs1KcaDu59NJLefrpp2d7qALjeDwe2tvbvZn0H374IQsXLvSu6Gcyk34iV95gMJCZmTmnrUSuURevPvYeL9z7GiNBrGtzliZT+nElANHJekLDFDSW+UfIxmRoaSs9lB0vlUvJXJxMdUmDz7Vzlqdx8CP/lX1sejTKMDm1+8YMeK697zLOu/qbx/T6ArFp0yauv/56XnrpJVatWjXj1z/RufXWW7nuuutITk6mqamJc889l7CwMDZt2kRiYiLt7e386U9/4sMPP+SSSy7hF7/4xVwP+aRFEPcTlKamJp92rba2Ns4991w2bdrEsmXLMJlmzi9b4MjxeDx0d3ezbds2Nm/ezHvvvUdWVhbr1q1j/fr1ZGVlfWVBHhwcpLi4mNjY2BmdMBwrHY3dPHrL8+z/0Fd0UxfGU7unzm8XI2t5Gi01nVgtY45xKXkm6vY2BvSB1xjDiU7SU7m7jvTCJKqmCYMBSF6YwKnrF3HxLWtn4JX5sn37dq655hqef/551q6d+euf6HzyySecddZZNDc3e8OWWltbOe+885BKpWzZsoWkpCQ+//xzHA4HZ5xxxhyP+ORGEPeTBOHMff4xUVQ0OZM+OTmZdevWsWHDhqM6K+/v76ekpISEhIR5a7Tz/ktf8NRvNzPYa0MXq8HWO+jnVjeBPCwUXVIkDqsLa3fwx02QtiSBUZuT+gP+me2TOfOSFdz02DVf+TUE47XXXuPKK6/kmWee4cILZ94E50RkYqdwArvdTkFBAf/4xz8444wzvPd3dHSwZs0aBgcHeeWVV8jIyJjDUX99EM7cBQRmCZFIhFar5corr+TVV1+ls7OT22+/nerqas4880wKCgq44447KC4unrbP12KxUFxcTHJy8rwVdoBvXryMjR/ewRnfWYY0RDStYA9bHfQ29aONCsMQP33cqsaoprW8jfr9TRhSIzGmBDa1KfpWHj/5+8y0dU3m7bff5sorr+Txxx8XhH0SE8Le2Dh2FBIaGopIJPK63U3cHx0dzeuvv47D4eCtt96am8F+DRFW7gICc4DVauX1119ny5Yt3kz6tWvXsn79epYsWeL9Yvziiy+wWq1kZmaeUEctZZ9V8a9fvUTtXv8QGgCxRERCZix142fkaUXJDA3aaa/zbW1TqhWoNXI66s0+txvSohgdcdPbPBb/mlaYxB/f+OWM97K///77fPe73+Xhhx/msssumzdHIfOFX/3qV9x3333k5OSgUCjweDzodDquueYaFi1ahFqtRq0e8zxwOBx+gU0Cs4cg7gICc8zQ0JA3k/4///kPKpWKtWvXolar2bhxIy+88ALf+ta35nqYR43H4+GDFz/j/36/lZ72Pp/7spemUvpJpc9tYrGIzGVpdDb1YOnoRyKVEJ9upH5/4AkCgCknBlEIrLr1DBLTEzAYDGi1Wp/t4q/KRx99xEUXXcT999/P1VdfLQh7AD777DOkUin19fXs3r2b3bt3s3PnTlJTU3E4HDgcDmJiYti4cSOnnz6906HAzCKIu8CM0dDQwO9//3vee+89Ojo6iI2N5Qc/+AG/+tWvjtnr/OvC8PAw77zzDn/961/54IMPCA8P5zvf+Q4bNmzgtNNOmzFr2ePJ0KCdx25/hs9e2ovTMUr2slRvBX0gpHLpeAubh4Mflk977Qh9OHe9czvKqFA6Ozsxm804nU50Oh0GgwGdTveVXPs+//xzNmzYwJ/+9Ceuv/56Qdjxj20NxJNPPsmf/vQnPvnkE1paWjh48CBOp5Orr776OI1SYIKZ9aoU+FpTUVGB2+3mscceIy0tjYMHD/KjH/0Im80m2OMeIXK5nJ6eHnbv3s327dtRKBRs2rSJH/7wh7hcLlavXs2GDRtYuXLlCTFhcrlcVFSXs+LSQi75+QW89ui7vPbYu9P+jHPYCR43NcX15J6WSUtlO/1d/kE+8jA5v97yM6/7nEajISMjg8HBQcxmM3V1dZSWlqLVajEajej1+iOaHH355ZdccMEF3HnnnYKwjzO5eG7Hjh0MDw8jEolYt24dMGaDLJVKWbFiBaOjowwPD1NUVERRUdFcDvtrjbByF5hV7rnnHh555BHq6urmeignBL29vRQUFPDUU09x5plnem8fHR3l448/5uWXX2bbtm3YbDZWr17NunXrOPvss5HL5XM46sBMJNW5XC6Kioq8K+iWynZevHs7H2/ehTtA+1v2KWmUf1rl/bc0NIT0xSl0NnTR0zoW/xoilXDH5p9RcOaCacdgs9kwm810dnZitVqJjIzEYDBgMBgCnv/u3buX1atXc9ttt3HLLbcIwg4+0aw/+clPeOuttxCJRIjFYhYuXMiLL77ofWxPTw/p6ek8/PDDfO9735urIQsgVMsLzDL9/f1otdNXQwscQqvVUlVV5SPsACEhIaxcuZK///3vNDU18Z///AeDwcCtt95KUlISV155pVf05wMTwu52u32EHcCUGcPP/3Utf/vi95x24VIfAU0tTPTzqnc6Rin7pIq+zgGyl6djTNJz46PXHFbYAVQqFcnJySxfvpwVK1ag0+no6Ojgo48+YteuXdTX11NRMdaff/DgQdauXcvPf/7zeSnsDQ0NXH311SQnJ6NQKEhNTeU3v/kNIyOHj9o9Fibeh9/+9rds376dLVu2UFlZyYYNG3j55Zc555xzcDrHjIaioqIwmUxYrdNbDQvMPsLKXWDWqKmpYdGiRdx777386Ec/muvhnJS43W52797N5s2b2bJlC+3t7ZxzzjmsW7eOb3/7295K5ePJZGE/kqS6xrIWXvjzdprKWuhu6WHY5pj28T+86/us+8l5xzRGh8NBV1cXJSUl/OAHPyA2Npbu7m4uu+wyHn744XmZUrZjxw5efPFFvv/97/sce1122WWzfuxVU1PDrbfeyrXXXss555zDc889x/XXX88tt9zCI488Ql5eHlu3bkUul/Paa6+xevXqWR2PwOERxF3gsPzyl7/k7rvvnvYx5eXlZGVlef/d2trKGWecwcqVK3n88cdne4gCjAn93r17vULf0NDA2Wefzdq1a1m9ejURERGzvhp1uVyUlJTg8XiOOoK2qaKVbX97g50vfsboyGjAx2y4eRVX/uG7MzVcYKzdcP369RgMBlpbW4mPj+eCCy7gqquumveGK8fr2MvtdvPvf/+bNWvWcODAAX7wgx9w1113cemll3Lrrbdy7733eiccJ0ItyNcBQdwFDsuR+t1P/FG3tbWxcuVKli9fzlNPPTUvV0EnOx6Ph9LSUm9UbWVlJStXrmT9+vWcf/75aLXaGRf6CWEHKCgo+MrZ8r0dffznkbfY8cT72PqGvLefeelp/PTRa2Z03HV1dZx33nlcdNFF3Hfffdjtdm9b4iWXXDLv/eNvv/12duzYwZdffnnM15o4W+/p6SEqKsrv9gl+97vfUVlZyRNPPIFCoeDBBx+krKwMtVrNX/7yl2Meh8DMIIi7wIzS2trKN7/5TRYtWsSzzz47I/3GAseGx+OhqqrKu6KfyKRfv349a9aswWAwHLNgjo6OUlJSgkgkorCwcEZ+73brMG8/vZNX//4Wibkmbnv+p0hCZu7z1NjYyHnnncfq1at56KGHTrhJ6Gwcex04cIDVq1eza9cuoqOjAz7msssu48CBA+zdu5f+/n4uvvhiVq1axU033TQjYxCYGQRxF5gxWltbWblyJYmJiTz99NM+X/DBvigEji8ej4e6ujqfTPpTTz2VdevWsXbt2q+UST8h7GKxmIKCghmf0LlcbtyjLqShM9fj39rayrnnnstZZ53FY489NqfCPp+OvT799FNvFntkZGTAx3z++eesXbsWlUqFXC5HpVLNyM6BwMwiiLvAjPHUU09x1VWBvb2Fj9n8w+Px0NzczJYtW9iyZQuffvopS5Ys8UbVJiQkHFboZ1vYZ4OOjg7OO+88TjnlFP71r3/N+Zjn07HXyMgI6enp/PWvf+Wiiy4K+pjS0lK2bt1KZGQk//3f/z1jzy8wcwjiLiAg4JNJv3nzZj766CPy8/O9Qp+amuon9KOjoxQXFyORSE4YYTebzaxatYqCggKeeeaZr1wXMFfM5LHXVMc5t9uN0+nkjDPO4MILL+SWW26ZiSELzBGCuAsICPjg8Xjo6uryZtK///77ZGdnezPpMzMzsVgs3HHHHVxxxRUsWrTohBD2np4eVq9eTXp6Oi+88MIJZ+U7G8deNTU1lJSUcMopp6BWq4mIiOAvf/kLJSUlPP/8836xrhNMLbITmH8I4i5wUvL3v/+de+65h46ODvLz83nwwQdZunTpXA/rhGMik3779u1s3ryZd955h8TERCwWC9HR0bz99ttz0kt/tFgsFtasWYPJZGLTpk0nZLvWTB57eTwehoaGWLt2LcXFxej1evr7+znllFPYu3cvCoWCPXv2oFQqgwq8wPxGEHeBk44XX3yRyy+/nEcffZRly5bxwAMP8PLLL1NZWYnBYJjr4Z3QNDY2cuaZZ2K1WhkYGMBkMrF+/XrWrVtHQUHBvKw47+/vZ+3ateh0OrZt2ybEjk6ip6eHiIgIysrK+PLLL+nt7eXdd9+lsbGRvLw8Hn/8cdRqtSDwJyCCuAucdCxbtowlS5bw0EMPAWNnifHx8dx444388pe/nOPRnbj09fVxzjnnYDAY2Lx5MyMjIz6Z9DqdzieTfj4I/eDgIBs2bECpVPLqq6+iUCjmekjzikBJbw6Hg82bN/PAAw8QFxfH008/TXh4+BGlwgnMH4TflMBJxcjICHv27OHss8/23iYWizn77LP57LPP5nBkJz4Wi4XCwkI2b95MaGgoarWa7373u7z44ot0dnZy33330dPTw4YNG8jOzuaWW27h448/xuVyzcl4bTYb3/nOd5BKpd6EPQFfJsR6Yo3ndrsJDQ3loosu4sYbb6S7u5tVq1bR398vCPsJxolVKiogcBi6u7txuVwYjUaf241GozcgROCrkZyczGOPPRbwPqVSyYYNG9iwYYM3k37z5s18//vfRyaTcf7557NhwwZWrFhxXArZ7HY73/3ud3G73bzxxhuoVKpZf84TmYniOLFYjMfjQSaTcckll3h3Z9xu9xyPUOBoEaZiAgICM4pcLuf888/nySefpKOjg6effhqRSMRVV11FWloa119/PW+//faspZkNDw9zySWXYLPZeO21106Igr/5hEgkwuPxIJFIuOqqq3j22WeDGtoIzF8EcRc4qdDpdEgkEjo7O31u7+zsFFzy5gCpVMo555zDP/7xD1pbW3nppZdQKpVcf/31JCcn81//9V+8/vrrDA8Pz8jzjYyMcPnll9Pd3c0bb7xBRETEjFz368aEwIvFYuE44wRFEHeBkwqZTMaiRYt49913vbe53W7effddTjnllDkcmUBISAjf/OY3efjhh2lqauKVV15Bp9Px85//nOTkZK666iq2bdvG0NDQ4S8WAKfTyZVXXklzczNvvvkmWq12hl/B1wuhj/3ERqiWFzjpePHFF7niiit47LHHWLp0KQ888AAvvfQSFRUVfmfxAnOP2+1m165dXr/7jo4Obyb9eeedd0Tb6qOjo1xzzTWUlpby/vvvCy2PAl97BHEXOCl56KGHvCY2BQUFbNy4kWXLls31sAQOw0Qm/URUbWNjI2effTbr1q1j1apVATPpXS4X1113Hbt37+aDDz4gJiZmjkYvIDB/EMRdQEBgXuLxeDh48KBX6KuqqvjmN7/J+vXrWb16NVqtFo/Hw4033shHH33E+++/T3x8/FwPW0BgXiCIu4CAwLzH4/FQWVnpzaQ/cOAAp512GqOjozQ2NrJz506SkpLmepgCAvMGQdwFjhsTHzWhUEfgWJjIpH/mmWfYuHEjO3fuZOHChXM9LAGBeYVQLS9wXLDZbIhEoq+tsP/5z39myZIlqNVqDAYD69evp7Kycq6HdUIiEolITU3ld7/7HRaLZd4Lu8PhoKCgAJFIxN69e+d6OAJfEwRxFzguXH311VxzzTU4HA7vbROuV1+HzaOdO3dyww038Pnnn/P222/jdDo555xzsNlscz00gVnm1ltvJTY2dq6HIfA1Q9iWFzgufPTRR6xevZrm5mYiIiK8edAdHR1fS3OZrq4uDAYDO3fu5PTTT5/r4QjMEm+88QY/+9nP2Lx5M7m5uZSUlFBQUDDXwxL4GiCs3AWOC3FxccTHx/P6668DYLVa+dvf/kZKSgqPPPLIHI/u+NPf3w8gGK2cxHR2dvKjH/2If//73yiVyrkejsDXDCE4RmDWcbvdpKSkoNFoKCsro7+/n8suu4zq6mruvfderrvuOgDvav5kx+12c/PNN7NixQoWLFgw18MRmAU8Hg9XXnkl1157LYsXL6ahoWGuhyTwNUNYuQvMOhNRkTfccAObN29mwYIF9PT08Pzzz3P99dcDY4IXSNg9Hs9JdyZ/ww03cPDgQV544YW5HorAUfLLX/7SWxga7L+KigoefPBBBgcHue222+Z6yAJfU4Qzd4FZxe12IxaLaW9v56GHHuLPf/4zl156KRs3bjyqpCm32+1NqjqR+clPfsL27dv58MMPSU5OnuvhCBwlXV1d9PT0TPuYlJQULr74Yl599VWfCavL5UIikXDppZfy9NNPz/ZQBb7mCNvyArPGxJdZQ0MD3/nOd9DpdAAsWbKEyMhInE5n0Gzv0dFR3nrrLbq6ujj77LOJi4s7nkOfcSac1LZu3coHH3wgCPsJil6vR6/XH/ZxGzdu5A9/+IP3321tbZx77rm8+OKLgg2ywHFB2JYXmDUkEgkffvghp59+OhqNhieffJIf/vCHvPPOO7hcrqDCDlBbW8snn3zCE088QXZ2NmeddRa7d+/2e9x0G0/zaVPqhhtu4Nlnn+W5555DrVbT0dFBR0cHdrt9rocmMAskJCSwYMEC738ZGRkApKamYjKZ5nh0Al8HBHEXmBVGR0f58Y9/zA9+8ANWrVrF66+/TnR0NBdeeCEffvjhYfu7MzIy+PWvf82HH35IbW0tcrmcRx99lJGREWCs2ry9vR2RSOTtl4dD2/cwZnby9NNP43Q6Z++FHiGPPPII/f39rFy5kpiYGO9/L7744lwPTUBA4CREEHeBWUEkEpGXl8f999/Pww8/jFQqxePxkJmZSXR0tLclLhBut5vq6mqeeeYZ3n//ffR6Pffccw9vvPEGdXV1AJjNZpYtW8a///1vb8EejBXvTZxzdnZ28oc//IHPPvtsdl/sETBRGDj1vyuvvHKuhyZwHEhKSsLj8Qg97gLHDaGgTuC4MdHqduqpp5Kfn88jjzwSsP3tvvvu4y9/+Qvp6el0dnZisVjIyspi165d2O12r5h/5zvfQaVS8dRTTwHwr3/9C7PZzHXXXYdarfY+bqKoT0BAQODrgvCNJ3DcmBDxO++801v1PlXYh4eHeeCBB7j22mvZvHkze/bsYdu2bbS2tnLuuefi8Xi82/BXXnklr7/+OlVVVdxxxx3ccMMNtLW1IRKJEIvF/PGPf6S9vR2xWOyzdT86OurzbwEBAYGTDUHcBY47Z599Ng899FDA+4aHh+nr6yM2NhaDwYBarUav12Oz2TjjjDN8WuEyMjLIzs5mw4YNvPrqqzz33HNs3LiR8PBwSktLueOOO9i/fz8wtl1vNpsBCAkJEVbyQbjrrrsQiUTcfPPNcz0UAQGBY0BohROYV6hUKm666SZ+9atfUV9fT0xMDPfddx/Dw8N8+9vfBg6Z4mzevJmPPvqI7Oxsnn/+ebKzs73td88++yw5OTksW7YMq9XKc889xzPPPENTUxOnn346P/3pT1m6dOlcvtR5x+7du3nsscfmfcqagIDA4RGWLwLzCqlUyu9+9zv+9re/UVpaikQiwWAwkJSU5O0Nb2tr47rrruO+++7juuuuQyQSkZ2dDRza5n/hhRc455xz0Gg0vPrqq9xzzz2cc845PPHEE7jdbm655RY++OCDuXqZ8w6r1cqll17KP//5z6MyFxIQEJifCCt3gXmHWCzmkksu4ZJLLgEgLy+Prq4uFAoFTz/9NH/84x+Jjo5m69at6PV6XnnlFW8/vVgspq6ujsbGRu9KPzIyEo/Hw6WXXkpqairf+ta3eOONNwQjmUnccMMNrF69mrPPPtvHfEVAQODERBB3gXnP5EjUzMxMrrrqKn70ox95He+ioqL46KOPvI976qmnSE9P967m8/LyiI+P58ILL+SnP/0pV1xxhVf4BcZ2OYqLiwOaBAkICJyYCNvyAicUy5cv57bbbvMKO8BFF13Ek08+SVdXFwAvvvgiq1ev9ubEx8XF8frrr3PppZfy6KOP8te//hVAqJgHmpubuemmm/i///s/5HL5XA9HQEBghhD63AVOCoqLiykqKqK5uZnExES2bdvG2rVrefLJJ1m2bBk5OTl4PB6eeOIJbrvtNnbs2MGiRYvmethzzrZt29iwYYNPF4LL5fK2EzocjhM+rEdA4OuIsC0vcFJQVFSEy+UiPj6evXv3kpycjNVqZe/evWzZsoWrrrqKFStWMDIyQk9Pj3dV/3XnrLPO4sCBAz63XXXVVWRlZfGLX/xCEHYBgRMUYeUucFLT0NDAgw8+yHPPPYdYLCY9PZ2lS5fyl7/8RXCuC8LKlSspKCjggQcemOuhCAgIfEUEcRf42lBZWUloaChJSUlzPZR5jSDuAgInPoK4CwgICAgInGQIe5ICAgICAgInGYK4CwgICAgInGQI4i4gICAgIHCSIYi7gICAgIDASYYg7gICAgICAicZgrgLCAgICAicZAjiLiAgICAgcJIhiLuAgICAgMBJhiDuAgICAgICJxmCuAsICAgICJxkCOIuICAgICBwkvH/Pr4etxzhcv4AAAAASUVORK5CYII=", "text/plain": [ - "" + "
" ] }, "metadata": {}, "output_type": "display_data" - }, - { - "ename": "TypeError", - "evalue": "FigureBase.gca() got an unexpected keyword argument 'projection'", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mTypeError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[25], line 18\u001b[0m\n\u001b[0;32m 16\u001b[0m \u001b[38;5;66;03m#Make a 3D plot\u001b[39;00m\n\u001b[0;32m 17\u001b[0m fig \u001b[38;5;241m=\u001b[39m plt\u001b[38;5;241m.\u001b[39mfigure(figsize \u001b[38;5;241m=\u001b[39m (\u001b[38;5;241m8\u001b[39m, \u001b[38;5;241m5\u001b[39m))\n\u001b[1;32m---> 18\u001b[0m ax \u001b[38;5;241m=\u001b[39m \u001b[43mfig\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgca\u001b[49m\u001b[43m(\u001b[49m\u001b[43mprojection\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m3d\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 19\u001b[0m ax\u001b[38;5;241m.\u001b[39mplot_surface(X, Y, norm\u001b[38;5;241m.\u001b[39mpdf(pos),cmap\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mviridis\u001b[39m\u001b[38;5;124m'\u001b[39m,linewidth\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m)\n\u001b[0;32m 20\u001b[0m ax\u001b[38;5;241m.\u001b[39mset_xlabel(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mX axis\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", - "\u001b[1;31mTypeError\u001b[0m: FigureBase.gca() got an unexpected keyword argument 'projection'" - ] } ], "source": [ - "%matplotlib notebook\n", + "\n", "mu_1 = 0\n", "sigma_1 = 2\n", "\n", "mu_2 = 0\n", "sigma_2 = 3\n", "\n", - "#Create grid and multivariate normal\n", - "x = np.linspace(-5,5,30)\n", - "y = np.linspace(-5,5,30)\n", - "X, Y = np.meshgrid(x,y)\n", + "# Create grid and multivariate normal\n", + "x = np.linspace(-5, 5, 30)\n", + "y = np.linspace(-5, 5, 30)\n", + "X, Y = np.meshgrid(x, y)\n", "pos = np.empty(X.shape + (2,))\n", - "pos[:, :, 0] = X; pos[:, :, 1] = Y \n", - "norm = sp.stats.multivariate_normal([mu_1, mu_2], [[sigma_1, 0], [0, sigma_2]]) # frozen \n", - "\n", - "#Make a 3D plot\n", - "fig = plt.figure(figsize = (8, 5))\n", - "ax = fig.gca(projection='3d')\n", - "ax.plot_surface(X, Y, norm.pdf(pos),cmap='viridis',linewidth=0)\n", + "pos[:, :, 0] = X\n", + "pos[:, :, 1] = Y \n", + "norm = sp.stats.multivariate_normal([mu_1, mu_2], [[sigma_1**2, 0], [0, sigma_2**2]]) # frozen \n", + "\n", + "# Make a 3D plot\n", + "fig = plt.figure(figsize=(8, 5))\n", + "ax = fig.add_subplot(projection = '3d')\n", + "ax.plot_surface(X, Y, norm.pdf(pos), cmap='viridis', linewidth=0)\n", "ax.set_xlabel('X axis')\n", "ax.set_ylabel('Y axis')\n", "ax.set_zlabel('Z axis')\n", - "\n", "ax.set_title('Bivariate Normal Distribution, $\\sigma_1 = 2$, $\\sigma_2 = 3$, $\\mu_1 = 0$, $\\mu_2 = 0$')\n", "\n", - "plt.show()" + "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Since we have expanded the bivariate quadratic form, back to the MVN PDF $\\eqref{1}$, we have\n", - "\n", - "\n", + "Since we have expanded the bivariate quadratic form, back to the MVN PDF, we have\n", + "$$\n", "\\begin{aligned}\n", " p(\\mathbf{x};\\mathbf{\\mu}, \\Sigma)\n", "&=\\frac{1}{2 \\pi \\sigma_{1} \\sigma_{2}} \\exp \\left(-\\frac{1}{2 \\sigma_{1}^{2}}\\left(x_{1}-\\mu_{1}\\right)^{2}-\\frac{1}{2 \\sigma_{2}^{2}}\\left(x_{2}-\\mu_{2}\\right)^{2}\\right)\\\\\n", "&=\\frac{1}{\\sqrt{2 \\pi} \\sigma_{1}} \\exp \\left(-\\frac{1}{2 \\sigma_{1}^{2}}\\left(x_{1}-\\mu_{1}\\right)^{2}\\right) \\cdot \\frac{1}{\\sqrt{2 \\pi} \\sigma_{2}} \\exp \\left(-\\frac{1}{2 \\sigma_{2}^{2}}\\left(x_{2}-\\mu_{2}\\right)^{2}\\right)\n", - "\\end{aligned}\n" + "\\end{aligned}\n", + "$$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We find that bivariate normal distribution can be decomposed into a product of two single variate normal distribution!" + "We find that bivariate normal distribution can be decomposed into _a product of two single variate normal distribution_!" ] }, { @@ -1293,7 +1258,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.0" + "version": "3.12.4" }, "toc": { "base_numbering": 1, diff --git a/notebooks/Chapter 4 - LU Factorization.ipynb b/notebooks/Chapter 4 - LU Factorization.ipynb index 599d6b1..bceae07 100644 --- a/notebooks/Chapter 4 - LU Factorization.ipynb +++ b/notebooks/Chapter 4 - LU Factorization.ipynb @@ -2,19 +2,21 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import scipy as sp\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", "import sympy as sy\n", "sy.init_printing() " ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -661,6 +663,100 @@ "source": [ "The results are the same, $LU$ decomposition works!" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Cholesky Factorization" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Cholesky decomposition is analogous to taking the square root of a matrix. A common example is the decomposition of a covariance matrix. In this context, the $L$ matrix plays a role similar to that of the correlation matrix.\n", + "$$\n", + "\\Sigma = L L^T\n", + "$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Suppose we have a vector of uncorrelated random variables $\\mathbf{z}$. Each element of $\\mathbf{z}$ is a standard normal random variable with zero mean and unit variance. In mathematical terms, $\\mathbf{z} \\sim \\mathcal{N}(0, I)$, where $I$ is the identity matrix.\n", + "$$\n", + "\\mathbf{z}=\\left(\\begin{array}{c}\n", + "z_1 \\\\\n", + "z_2 \\\\\n", + "\\vdots \\\\\n", + "z_n\n", + "\\end{array}\\right)\n", + "$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can transform non-correlated series $x$ into corelated $z$ \n", + "$$\n", + "x = Lz\n", + "$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To understand this, we examine the covariance matrix of the transformed vector \\( x \\):\n", + "$$\n", + "\\text{Cov}(x) = \\text{Cov}(Lz) = L \\text{Cov}(z) L^T = L I L^T = L L^T = \\Sigma\n", + "$$\n", + "This shows that $\\text{Cov}(x)$ has the desired covariance structure." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's see a numerical example." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[0.99424759, 0.80479653, 0.71424917],\n", + " [0.80479653, 1.00962669, 0.81794008],\n", + " [0.71424917, 0.81794008, 1.02650048]])" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "# use Antithetic Variates to reduce variance\n", + "n = 1000\n", + "z = np.random.normal(size=(1000, 3))\n", + "z2 = -z\n", + "z = np.concatenate((z, z2), axis=0)\n", + "\n", + "cov_matrix = np.array([[1, 0.8, 0.7], [0.8, 1, 0.8], [0.7, 0.8, 1]])\n", + "L = np.linalg.cholesky(cov_matrix)\n", + "\n", + "z = z @ L.T\n", + "\n", + "np.cov(z.T)" + ] } ], "metadata": { diff --git a/notebooks/Chapter 9 - Basis and Dimension.ipynb b/notebooks/Chapter 9 - Basis and Dimension.ipynb index 961296e..6bf4345 100644 --- a/notebooks/Chapter 9 - Basis and Dimension.ipynb +++ b/notebooks/Chapter 9 - Basis and Dimension.ipynb @@ -8,9 +8,7 @@ "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "from mpl_toolkits.mplot3d import Axes3D\n", "import scipy as sp\n", - "import scipy.linalg\n", "import sympy as sy\n", "sy.init_printing() \n", "# import warnings\n", @@ -23,7 +21,7 @@ "metadata": {}, "outputs": [], "source": [ - "import linAlgVis" + "import linear_algebra_visulization" ] }, { @@ -110,14 +108,12 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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m5TEpSzAYLPV9E7osZWVlKSsrS8FgUH6/X36/XxkZGW7HwiEUF1m/3+/6NxFZ4oNJa0OW+GDS2pAlPpi0NmQxn2nrYlIek7KUZfsJXZYOZFmW6zsHh1e8j0zYT2SJDyatDVnig0lrQ5b4YNLakMV8pq2LSXlMyVKW7XOBBwAAAABwQFkCAAAAAAeUJQAAAABwQFkCAAAAAAeUJQAAAABwQFkCAAAAAAeUJQAAAABwQFkCAAAAAAeUJQAAAABwQFkCAAAAAAeUJQAAAABwQFkCAAAAAAeUJQAAAABwQFkCAAAAAAeUJQAAAABwQFkCAAAAAAeUJTjavn27/vrXv+rEE09UWlqa6tSpo44dO+rBBx90OxoQF5588kn94Q9/UMuWLeX3++Xz+dSsWTNdf/31WrVqldvxKhU/PwAAiYKyhIMsXbpUJ510kp544gklJyfr0ksv1WmnnaZdu3bpH//4h9vxgLgwcuRIvfvuu6pTp47OPvts9enTR6mpqZo6dao6deqkt956y+2IlYKfHwCARJLkdgCYZfv27frd736nvLw8zZw5U5dcckmJjy9atMilZEB8mTlzpjp16qTU1NQStz/zzDPKysrSLbfcoh9//FFJSYnzY5ifHwCARMNkCSUMHjxYO3bs0NixYw/6RUeSunbt6kIqIP507979oKIkSf369dPxxx+vrVu3au3atS4kO7QNGzbIsizdcMMNR/T5/PwAACQayhJi8vLy9NJLLyk9PV033nhjmT9/7dq1uu2225SZmSmfz6cGDRro+uuv148//lgJaYH4lZycLElKSUlx/Hg8fi/x8wMAkIgS5/gPlNuSJUu0d+9e9ejRQ2lpaXr33Xc1e/Zs5efn64QTTtBVV12lxo0bO37us88+q7vvvlvhcFinnnqqOnfurJUrV2rq1Kn66KOPtHTpUjVs2LCKvyLAPFOnTtW6devUsmVLtWzZ8qCPx+v3Ej8/AAAJya4GAoGALckOBAJuRzHaxIkTbUn2H/7wB/vSSy+1JZX4l5aWZk+bNu2gz/vPf/5jW5Zln3DCCfbKlStjtxcVFdn9+vWzJdl/+ctffnP7kUjE3r17tx2JRCryyzoiZIkPJq3NobKMGTPG7tu3r33FFVfYJ598si3Jbty4sb1kyZKDHsPt76X169fbkuy+ffuW6fNs2/2fH6UVD8+Z6p7FNCatDVnMZ9q6mJTHpCxl6QYchoeY3bt3S5JmzZql9957T9nZ2dq2bZs2bNigv/71r8rLy1Pfvn21YsWK2Ofk5OTotttuU82aNfXee++pXbt2sY95vV6NGTNGHo9HH374Yez2V199VX369FGjRo3k9/t15plnasGCBVX2dQJV6f3339eUKVP0+uuva82aNWrWrJmmT5+uTp06lbjfkXwvLVmyRNdff71atGghy7I0YMCAKvu6DsTPDwBAIuIwPMREIhFJUlFRkUaMGKF+/frFPjZ27Fht3LhRr732msaOHauXX35ZkjRp0iRt27ZN/fv3V2Zm5kGPmZ6errp162rnzp2x28aNG6eWLVsqOztbNWvW1Isvvqizzz5bX3zxhZo3b165XyRQxYp/0d+zZ49WrVqlxx57TD179tTw4cP16KOPxu53JN9Ln376qT7//HP16NFDO3bsKFOuxx9/XF9//XWJ23JyciRJCxYscLzIwy233KIePXo4Pp7bPz8WLVqk9u3bl2kNAAD4TVUw6XIdh+GVzv/93//FDpnZtm3bQR9/5513bEn2McccE7vtjDPOOOhwG6d/J510UuxzduzYUeJxw+Gw3bp1a/uWW24xZjxr0qjYpCymMWltSpuloKDA7tSpk21Zlr1o0aLY7UfyvRQOh2NvN2vWzH700UdLnaVnz56l2t6v/7344ouHfDy3f37ceuuth8z2a/H4nKluWUxj0tqQxXymrYtJeUzKUpZuwGQJMc2aNZMk1ahRQ/Xr1z/o48VTn23btsVuW7lypXw+n6655prDPnbbtm1jb9etW7fExzwej9q0aaMNGzYcYXIgfiQnJ+vqq6/W0qVL9d///lddunSRdGTfSx7PkR9JPXfu3INu27BhgzIzM9W3b19Nnjy5TI/n9s+P9evXlykvAAClQVlCzCmnnCIpegngUCgkn89X4uO7du2SJNWsWVOSVFBQoGAwqMzMzDL/YvVr4XBYixcv1nnnnXfEjwHEk3r16kmKvoirVHHfS25y++fH+eeff8SPAQDAocTNBR42b96s6667TnXr1lVaWpratm2rJUuWuB0roTRt2lTt27eXbduaN2/eQR8vvq34l6KUlBSlpaVp06ZNsXMdjsT48eP1ww8/lDjHAUhkxd9Lxx9/vKSK+15yEz8/AACJKC4mS7t371b37t3Vu3dvvfvuu6pfv76+/fZbHXXUUW5HSwi5ubmxt//yl7/opptu0v3336+ZM2fq6KOPliR9+eWXeuKJJyRJN9xwQ+xzzj77bL311lu6/fbb9dxzz6lGjRolHnfu3LlKTk5W9+7dHbe9ePFiPfTQQ+rfv7+OO+44BQIBJSUlKSUl5ZAv2JmXlxc7mbyskpKSDvqLd7H8/HyFw2FJkm3bys3NVVJSkizL+s3H9Xq9Sk1N/c3HLSuv13vIvKFQSEVFRUf0uB6PR2lpaY4fKygoUGFh4RE9rmVZJZ4Dv1ZYWKiCgoIjelwperK/k6KiIuXm5pZqPzmpUaOG4+eGw2Hl5+eX+nFs2469/emnn2rv3r0677zzShwqV1hYqIkTJ2rq1KlKS0vT1VdfHfvYueeeq1mzZjl+L9m2rY8//ljJyck644wzyvolVpn+/fvr2muv1V//+le9//77atSokSRpxYoVsZ8fd9xxR+z+5f2av/jiCz300EMaMGBAiUP1AACoKHFRlkaPHq0mTZroxRdfjN3mdOUkHJmxY8eWeL99+/ZauXKl2rRpoyZNmqiwsFCbNm1SOBxWx44d9b///S/2OX/+85+1cOFCTZs2TbNnz1bnzp1Vp04d7dy5M/YL4x//+EctXLjwoO3u2bNH//znP3XccccpOTlZY8eOjR2+07t3b/Xq1csx7wsvvBA7fKmsunTpoj59+jh+bMaMGbHzpmzbjmUpzS/hrVu31lVXXeX4sVmzZmnt2rVHlLd58+bq27ev48c+/PBDLV68+Iget379+srKynL82MKFCx3PZymNGjVqqH///o4fW758ud55550jelxJGjJkiOPt3377rd57770jLksPPvigYxHbtGlTmQ4Ps21b9913XyzTjTfeqHr16qlTp06qW7euduzYoVWrVunnn39WamqqJk+erCZNmsQ+f/To0VqwYIHj99LKlSv1888/66233jqir7Gq/OlPf9IHH3ygKVOmqHXr1urWrZvy8vK0cOFChUIh3Xrrrbryyitj9y/P17xhwwZdeumluvjiizV48OCq+hIBANVMXJSlWbNm6fzzz9eVV16pefPm6ZhjjlG/fv106623Ot4/FAopFArF3g8Gg1UVNa7s2iU9+aS0c6fUsOH+2y+99FI1adJES5cujZWHRo0aqVOnTurQoUOJx2jevLmWL1+ukSNH6oMPPtCcOXOUkpKiBg0aqEmTJjruuOMci21+fr6mTZum2rVr67LLLpNlWSX+Mg/Ek4Jwgd779j2dtfUsnek/Uz179tQjjzyiefPm6csvv9SOHTuUkpKi5s2b64orrtA999yjFi1alHiMVq1aHfJ7qWvXrurTp4969+7t0ldYei+++KK6d++uZ599VnPnzpVlWerYsaNuv/32g4r/kX7Ne/bsUZ8+fdS8eXNNmTLliIsyAAC/JS7K0vfff68JEybo/vvv1yOPPKLFixfrnnvuUUpKiuNf3UeNGqWhQ4e6kDS+vPmmNGKE1LGjdPHF+2+3LEudOnU66EUzD6Vp06aaOHHiQbePGTNG+/btO+j2cDisV155RYWFhbr++uuVnJx8xF8D4La8gjxN/mSytuVu0+R3Jit1T6o6duyoESNGlPmxDvW9VFWaN29e7j9aWJalW2+99ZB/zDpQWb/mgoIC/eEPf9C+ffv00UcfHfJwUgAAKkJclKVIJKLOnTtr5MiRkqInCK9evVoTJ050LEsPP/yw7r///tj7wWCwxOEuiJo+PfrfNWukPn2kclyFuEzefvttbdy4URdffLH27NmjPXv2SIqeR1OnTp2qCQFUgFBRSNNWT9O2pG1ShnR619PVtWvXKpt0bN++PXbhhH379unrr7/W66+/rho1aqhbt25VkqGq9evXT/PmzdNzzz2n9evXxy4Z7vP5YhePAACgolh2HBz71KxZM5177rn65z//GbttwoQJGj58uDZv3vybnx8MBuX3+xUIBJSRkVGZUePGjh3RQ++i10nI1cyZ0tlnl/1xUlJSDjkZ2rdvn+NfqVu3bq0ffvjhoNubNm2qhQsXyu/3G3GBh0AgIL/fb8QFHpyycIGH6H7auXOnUlNTq/wCD3tDe3XJjEu09KelitgRWbL0zh/f0fknn19lZWnu3LmOh6k1a9ZMK1asKPXzN540b95cGzduPOj2Zs2aleq12sr6vV2ZyBIfTFobspjPtHUxKY9JWcrSDeJistS9e3etW7euxG3ffPNN7EUQUXZvvllclKSkpHTNmiVdcknFbuNQvzQ7/aIj7f8mSk9PP+w3UWUddvPrsmPbtoqKin4zS1kf90gc6u8ZPp/vkMWvPA5XVMsjOTm5Ug65TEpKqpD9dCCv13vIK/AFQ0FdNv0yLduxTJHk6DeSJUtNMqp2gt2rVy/H50fx91Ii4sWrAQBVKS5eZ+m+++7T559/rpEjR+q7777TtGnTNGnSpENezQu/bfr0/YfdFRVJr70mHeEwAahWgqGgzv3XuVry0xKF7f0TwyRPko6uebSLyQAAQEWLi7LUpUsXvfnmm5o+fbratGmjYcOGady4cbr22mvdjhaXtm+X5s7dP1mSpGBQ+ugj1yIBcSGQH9A5/zpHS39eWqIoSVKTjCbyerwuJQMAAJUhLg7Dk6SLLrpIF110kdsxEsK//33wbUlJ0iuvSOefX/V5gHgQyA/o7H+drRVbVhxUlCxZOqn+SS4lAwAAlSUuJkuoWNOnSwee3lFUJL3xhlSO8++BhLUnf4/O+tdZjkVJBZL1qaU9c/bo//7v/w55yXwAABB/KEvVzNat0vz5JQ/BKxYMSnPmVH0mwGS783ar95TeWrll5cFF6ReRgogyPBnKy8s75FUgAQBA/KEsVTNOh+AVS0qSXn216rIApisuSqu2rjpkUSpWJ43XCAMAINFQlqqZGTMOPgSvGIfiAfvtytulXlN6afW21bGi5LW88nmdL9dOWQIAIPFQlqqRLVukTz5xPgSv2N690ocfVl0mwES78nap1+ReWrNtjcJ2WB4r+qMybIcVCockSSne/a9F5bE88vv8rmQFAACVh7JUjRx4CJ73l6scJyfvnzYVXxUPqK527tupnpN7atW2/YfenVj3RF10wkWyFP1G8VgeFYT3j2D9qe6/GjkAAKh4lKVqZPr0/W97PFL4l1MwCgul4vPRi4qipSoUqvp8gNt27NuhnpN7avW21ZKir5300u9f0pLblmjR5kWyFf1G8VolX0+pfo36VZ4VAABUPspSNfHzz9Knn0ZLkdcr1Tng9IoGDfZPmnJypNmzqz4j4KbdebvVc3JPrdm+RnXT6ir7wmx9d893urbdtXp+2fPanrtdUnSq9FCPh5Tkib5MXZInSXVr1HUzOgAAqCSUpWrijTf2v+3xSJMmlfz4oEFSo0bRj3m9HIqH6ic9JV31a9TXiLNGaOO9G9WvSz+leFOUV5inYfOHxaZK6cnpeuD0B9Tc31ySVBQp4uIOAAAkqCS3A6BqTJ++/1C7J5+U2rQp+XG/P1qQevSIXgDizTel/HwpNbXqswJuSPGmaO4Ncw+6fdLSSdqxb4ek6FTpwW4Pyp/qV5sGbfTd7u8kcSU8AAASFZOlamDzZumzz6Jvn3++lJXlfL9u3aSBA6Nv5+ZKH3xQNfkAU+UV5mn4J8NjU6WaKTX1l9P+IklqVa9V7H510zgMDwCARERZqgbeeCM6VapTR5oy5dCvsyRFy1KXLtG3ORQP1d3EJRO1c99OSdGpUv9u/ZXhy5C0vywle5NjtwEAgMRCWaoGiq+CN3Wq1LDh4e+blBR94doaNaKH4uXlVX4+wET7CvdpxCcjYlOlWim1dPepd8c+XlyWmmU047LhAAAkKMpSgisslPbtix56d+GFpfuc446TJk6UateOHsIHVEcTl0zUrrxdkqJTpb91/1uJCdKJ9U4s8V8AAJB4uMBDgktOllasiL5+Ullcd5109dVSSkqlxAKMlluQe9BU6a6ud5W4T+3U2rqw5YU6+9izFdgQcCMmAACoZJSlasCyoqWprJ9DUUJ1NWHJBO3O2y1JsmTpoR4PqZav1kH3e/tPb6ugoEALIwtl27Zyc3OVnp6u5LJ+wwEAACNRlgDgV3ILcjXyk5GxqZI/1X/QVOnXUlJS1KtXL9m2rUAgIL/fzzlMAAAkCM5ZAoBfyV6crT35eyRFp0oP93hYNVNquhsKAAC4grIEAL/IKcjRqAWjYlOl2qm1ldXlEC9MBgAAEh5lCQB+kb0oW4H86MUaLFl65IxHlJ6S7nIqAADgFsoSAEjaG9pbYqp0VNpRurPznS6nAgAAbqIsAYCk8YvGa2/BXkm/TJV6MFUCAKC642p4AKq9YCio0Z+OVsSOSJLqpNXRnV1KN1XKy8vTCy+8INu2lZeXp7S0NN18881KS0urzMgAAKAKUJYAVHtPf/F0ianSo2c8qhrJNUr1uZFIRNu3b5dt2wqFQvL5fIpEIpUZFwAAVBEOwwNQrQVDQY1ZOCY2Vapbo67u6HyHy6kAAIAJKEsAqrWnvnhKOQU5kqJTpQFnDFBaMofQAQAAyhKAaiyQH9CYT/dPlerVqKfbOt3mcioAAGCKanXOkm3bsm3b7RhGsG3J4zn4NjcV7x8T9hFZ4kN51+b/Pv8/5RXmySNPbKqUmpRapsf79fZ//V839xfPmUMzaW3IEh9MWhuymM+0dTEpj2lZSiuhy1J2drays7MVDoclSYFAwIgdZIL8fCkzc//7Ho8UCLiXR4o+cXNyfjkcyrLIYmAW05RnbfaG9uq15a+pWWozSdHXVbq65dUKlPEbITc3V6FQSLZtq6CgQFL0Z01RUVGZHqci8Zw5NJPWhizxwaS1IYv5TFsXk/KYlCUYDJb6vgldlrKyspSVlaVgMCi/3y+/36+MjAy3YxkhNVVav37/+5GI5Pe7l0fa3/L9fr/r30RkiQ/lWZtxc8fp671fK2JHZMnSvT3vVYM6DcqcISkpST6fL/Z+amqq/H6/0tPde40mnjOHZtLakCU+mLQ2ZDGfaetiUh6TspRl+wldlg5kWZbrO8cUlhUtSAfe5rbifWTCfiJLfDiStdmTv0dPfP6Eiuzo9KdhekPd0umWI1rf4m3bth37fBP2Fc+ZQzNpbcgSH0xaG7KYz7R1MSmPKVnKsn0u8ACg2vnHZ//QvsJ9kqJXwBvUc5BSk1JdTgUAAExDWQJQrezO260nPnsidgW8hjUb6uZTbnY5FQAAMBFlCUC18uRnTyqvKC/2/qAzB8mX5DvMZwAAgOqqWp2zBKB625W3S09+/mTsog5H1zxaN51yk9uxAACAoZgsAag2nlj4hPKL8iVJtmwN7jmYqRIAADgkJksAqoWd+3bqH5//IzZValyrsW485Ua3YwEAAINRlgBUC0989oRC4ZCk/VOlFG9KuR83KSlJXbp0kW3bys3NVXp6upKS+NEKAEAi4P/RASS8Hft2aNzn42JTpWMyjlHfDn0r5LF9Pp/69Okj27YVCASMeLE9AABQMThnCUDCG/vpWBWECyRV7FQJAAAkNiZLABLa9tztemrRUwrbYVmydGzGserbvmKmSgAAILExWQKQ0MZ8OkaF4UJJ0anSkF5DlOxNdjkVAACIB0yWACSsbbnbNH7R+NhUqYm/if7c7s9uxwIAAHGCyRKAhDXm0zEqjOyfKg3tNZSpEgAAKDUmSwAS0tacrSWmSk39TXVdu+sqfDv5+fmaMWOGbNtWXl6e0tLS9Mc//lGpqakVvi0AAFC1KEsAEtLoT0erKFIkaf9UKclT8T/ywuGwNmzYINu2FQqF5PP5FA6HK3w7AACg6lGWACScLTlb9MziZ2JTpea1m+vadte6HQsAAMQZzlkCkHAeX/B4lUyVAABAYuO3BwAJ5ee9P2vCkgmxqVLmUZn6Y9s/uh0LAADEISZLABLK458+rnAkes6QLVuP9XqMqRIAADgi/AYBIGH8tPcnTVi8f6p03FHH6Zo217gdCwAAxCkmSwASxqgFoxSxI5J+mSr1fkxej9flVAAAIF4xWQKQEDYHN+vZJc8qbIflkUfH1zleV598tduxAABAHGOyBCAhjFwwMjZViijCVAkAAJQbkyUAce/H4I+atHRSdKpkedSiTgtd2fpKt2MBAIA4x2QJQNwb9cko2bYtSYrYEQ3rPYypEgAAKDcmSwDi2tacrXp++fOxqVLLOi11Resr3I4FAAASAJMlAHHt+eXPHzRV8lj8aAMAAOXHZAlA3Nq4Z6NmrpsZmyqdWPdEXd76crdjAQCABEFZAhC3Rn4y0vWpktfrVevWrWXbtvbt26caNWrI6+V8KQAAEgFlCUBc2rhnoyavmKymqU3lsTxqVa+Vfn/S76s8R2pqqq666irZtq1AICC/3y/Lsqo8BwAAqHgc2A8gLg3/ZLgsRUtJxI5oeO/hnKsEAAAqVLWaLNm2HTtkp7qzbcnjOfg2NxXvHxP2EVnMtn73ek1ZPkW2bctjedSmQRtdeuKlrq6RSfvJpCymMWltyBIfTFobspjPtHUxKY9pWUoroctSdna2srOzFQ6HJUmBQMCIHWSC/HwpM3P/+x6PFAi4l0eKPnFzcnIkyfXDmMhitvGfjFfztOaybVuNUxrr3tPuVTAYdDWTSfvJpCymMWltyBIfTFobspjPtHUxKY9JWcryO0OllqWioiKtWrVKHo9H7dq1q/KFycrKUlZWloLBoPx+v/x+vzIyMqo0g6lSU6X16/e/H4lIfr97eaT9Ld+Ecz7IYq7vd3+vp1c+rYgdUZKVpBZ1WujidhfLc+CotIqZtJ9MymIak9aGLPHBpLUhi/lMWxeT8piUpSzbL1dZWrdunV555RU1b95c119/fYmPzZ07V3/605+0detWSVKTJk00bdo0devWrTybLBfLslzfOaawrGhBOvA2txXvIxP2E1nMNHz+cNmyFVFERXaR7uhyhzwejxFrY9J+MimLaUxaG7LEB5PWhizmM21dTMpjSpYqK0v/+te/9Pjjj2vo0KElbt+9e7cuv/xy7d69O3bbDz/8oD59+uirr77S0UcfXZ7NAqim/rfrf/rXl/9SxI7IY3nUrkE7ndn0TFcz5efna9asWSUuHX7ppZcqNTXV1VwAAKD8ynXcykcffSRJuvzyki8C+fzzz2v37t1q1qyZZs+erQULFqht27YKBoN66qmnyrNJANXYsPn7X0cpYkf0WO/HXP/rVDgc1tq1a7V27VqtW7dOa9eujZ0nCQAA4lu5ytLmzZslSccff3yJ22fOnCnLsjRq1CidffbZ6tatmyZMmCDbtvX++++XZ5MAqqnvdn2nqV9OVVGkSF7Lqw5Hd1Cfln3cjgUAABJYucrS9u3bVbt2baWkpMRuKyws1OLFi5WUlKSLL744dnu3bt2UlJSk7777rjybBFBNPTbvsdhUKWyHNbz3cNenSgAAILGVqyx5PB7l5uaWuG358uUqKChQ+/btlZ6eXuJjfr9foVCoPJsEUA19s/MbvfTlS7GpUsdGHXVhywvdjgUAABJcucrSscceq8LCQn311Vex295++21JUvfu3Uvc17ZtBYNB1atXrzybBFANDZ03VF6PVxJTJQAAUHXKVZZ69uwp27b1wAMPaNu2bVqxYoUmTpwoy7J04YUl/+q7bt06FRYWqnHjxuUKDKB6Wbdjnaavmh6bKnVq1Em/a/E7t2MBAIBqoFxl6YEHHpDP59P777+vRo0aqVOnTtq+fbvat2+vc889t8R933vvPUlS165dy7NJANXMgVOlEWeNYKoEAACqRLnK0oknnqhZs2YpMzNTtm3Lsiyde+65mjlz5kH3ffHFFyVJvXv3Ls8mAVQjX+/4WjNWz4hNlbo07qLzjj/P7VgAAKCaKNeL0krSueeeq++++07bt29XrVq1HF+IsbCwMPb6Sl26dCnvJgFUE0PnRqdKRZGi6LlKZ3GuEgAAqDrlLkvF6tevf8iPJScnq2fPnhW1KQDVwNrta/XKmldky5bX8qpz484697hzf/sTAQAAKki5DsMDgMoyZO6QklfAY6oEAACqWIVNlgCgoqzZtkavr309NlXqekxXnZ15ttuxAABANVPqyZLX65XX69XJJ5980G1l+ZeURD8DcHhD5g2R12KqBAAA3FXq5mLbdon/Hvg2AFSE1dtW6421b8SmSqcec6p6N+cqmgAAoOqVuix9/PHHkqQaNWocdBsAVJTBcwfH1RXwvF6vmjdvLtu2lZeXp7S0NHm9XrdjAQCAClDqsuR0NTuucAegIn259Uv9+6t/S5K8llenH3u6emeaPVVKTU3VDTfcINu2FQgE5Pf7jS53AACg9LgaHgBjDJ47WEme6N9wiqdKAAAAbilXWdq1a1eZP2fevHnl2SSABLVyy0r95+v/qChSJK/l1ZnNzlTP5kyvAQCAe8pVltq1a6e5c+eW6r6RSEQDBgzQOeecU55NAkhQB06VhvUe5nIiAABQ3ZWrLP30008699xzNWDAAIXD4UPeb+PGjTrjjDM0atQoRSKR8mwSQAJasWWFZq6bGZsq9WzWU2c2O9PtWAAAoJorV1m68sorFQ6HNWrUKJ1xxhnauHHjQfd55ZVX1KFDB3322WdKTU1VdnZ2eTYJIAEN+ngQ5yoBAADjlKssvfLKK5o0aZLS0tL0+eefq3379poxY4Ykad++fbrpppv0pz/9SYFAQG3atNHixYt1xx13VEhwAIlh2c/L9N9v/hubKvVu3ls9mvZwO1aphUIhvf3223r77bf1/vvv6+2331YoFHI7FgAAqAClvnT4odxyyy3q0aOHrrnmGn355Ze69tprNWvWLC1btkzffPONJKlfv3564okn5PP5yh0YQGIZ/PFgeS2vwnY4LqdKRUVFWrx4sWzbVigUks/nU+/evfl5BwBAAqiQS4e3atVKixYt0l133SXbtvXKK6/om2++Ub169TRz5kyNHz+eXxwAHGTpT0v11rdvKWyH5bW8OjvzbHVr0s3tWAAAAJIq8HWWgsGgvvvuO1mWJdu2JUVfrNHv91fUJgAkmAPPVeIKeAAAwCQVUpY+/PBDtWvXTu+//768Xq8eeOABNW3aVD/++KPOPvtsDRw4kKvgAShh8ebFeue7d2LnKp1z3Dk6vcnpbscCAACIKVdZCofD+tvf/qbf/e532rJli5o3b64FCxZo7NixWrlypS6//HKFw2GNHDnykFfLA1A9Dfx4oLyWV9IvV8DrHV/nKgEAgMRXrrLUrVs3/f3vf1ckEtE111yj5cuXq2vXrpIkv9+v1157Tc8++6zS0tL02WefqX379po+fXqFBAcQv7748Qu9/7/3Y+cqnXf8eTr12FPdjgUAAFBCucrS4sWLlZaWpueff17Tpk1TRkbGQfe59dZbtXjxYrVr107BYFB//vOfy7NJAAlg0NxBJaZKnKsEAABMVK6y1KFDBy1btkw33njjYe930kknxa6Wx7lLQPX2+Y+f64P/faCwHVaSJ0kXtLhAXY/p6nYsAACAg5TrdZY+//xzpaSklOq+KSkpeuqpp3T++eeXZ5PlYtt27Ep91Z1tSx7Pwbe5qXj/mLCPyFJ5Bn08SMlWssJ2WJFIREN7DT3ir82Etfn19n/9XxMyJcpzpiKZtDZkiQ8mrQ1ZzGfaupiUx7QspVWuslTaovRrffr0Kc8myyQ7O1vZ2dkKh8OSpEAgYMQOMkF+vpSZuf99j0cKBNzLI0WfuDk5OZIky7LIYmCW8vpy65f6/ufv1TS1qbyWV6cde5paprdU4AiffCasTW5urkKhkGzbVkFBgaToz5qioiJX8khmrIupTFobssQHk9aGLOYzbV1MymNSlmAwWOr7lqssmS4rK0tZWVkKBoPy+/3y+/2O51VVR6mp0vr1+9+PRCS3XxKruMj6/X7Xv4nIUjkem/mYfsj/QWE7+geMl898uVyvxWbC2iQlJZV40e3i15dLT093JY9kxrqYyqS1IUt8MGltyGI+09bFpDwmZSnL9iusLBUUFGjFihX68ccflZube9gJzvXXX19Rmy0Ty7Jc3zmmsKxoQTrwNrcV7yMT9hNZKtanP3yqORvmSJKSPEn63fG/U+djOpf7cd1em+Jt27Ydy2DCvnJ7XUxm0tqQJT6YtDZkMZ9p62JSHlOyVGlZCoVCevTRRzVp0iTl5ub+5v0ty3KtLAFwT/HrKoXtsIoiRXqs92NuRwIAADiscpWloqIinX/++frkk09k27YaNGigbdu2yePxqHHjxtqxY4fy8/MlSTVr1lTdunUrJDSA+LLghwX6eMPHkqQkK0kXtrxQpzQ6xeVUAAAAh1euS4c///zzmj9/vho3bqwlS5Zoy5YtkqQGDRrohx9+UE5Ojj7++GN169ZNRUVFGj58uNb/+kQZANXCgI8GxF5Xqcgu0tDeQ11OVHE8Ho/q16+v+vXrq27duqpfv748B15qEgAAxKVyTZamT58uy7I0YsQIdezY8aCPezwe9ezZU/PmzdMFF1ygm266SSeddJLjfQEkpvkb52vexnmSoucq9WnZRx2O7uBuqAqUlpamrKws2batQCBgxImrAACgYpTrz5+rV6+WJF1xxRUlbi++VHcxr9erJ598UoWFhfr73/9enk0CiDMlpkqcqwQAAOJIuSZLe/fuld/vV40aNWK3paSkxK6h/mtt2rRRrVq19Mknn5RnkwDiyNwNc/XJD9Hv+SQrSRefeLHaNWzncioAAIDSKddkqUGDBgdNkerWrav8/Hxt27atxO3FL9i4ffv28mwSQBwZ+NHAkucq9Uqcc5UAAEDiK1dZOvbYY5WTk6M9e/bEbmvTpo0k6b333itx37lz5yoUCpXrBSgBxI+P13+sBZsWKGyHlWQl6fKTLlfbhm3djgUAAFBq5SpLXbp0kSQtXLgwdtvvf/972batv/71r3rttdf07bff6vXXX1ffvn1lWZbOOuus8iUGYDzbtkucqxS2wxrSa4i7oQAAAMqoXOcsXXbZZRo/frxmzJihCy+8UJJ0880365lnntHq1at1zTXXxO5r27Zq1qypwYMHly8xAON9tP4jLfwx+keUJE+SLmt1mdo0aONyqspRUFCghQsXyrZt5ebmKj09Xd27d1dKSorb0QAAQDmVqyz17t1b69evV1LS/odJTk7WnDlzdO+99+rNN99Ufn6+LMtSjx49NG7cOLVq1arcoQGY69dTpbAdVjgSTuhzlQoLCzV37lzZtq1QKCSfz6euXbtSlgAASADlKkuWZalZs2YH3V6/fn29/PLLKioq0vbt25WRkaH09PTybApAnPjw+w/1+ebPJUWvgHd568vVun5rl1MBAACUXbnK0m8+eFKSGjVqVJmbAGAQ27Y14ONfTZXssAb35NBbAAAQnyqlLG3evFnhcFhNmzatjIcHYKjZ38/Wos2LJEXPVbqi9RU6qf5JLqcCAAA4MpVSljp37qzt27erqKioMh4egIGczlViqgQAAOJZpR2GZ9t2ZT00AAO9/7/3tfinxZKi5ypdefKValWPC7oAAID4Va7XWQIAKfrHkUc/epTXVQIAAAmlUi/wAKB6ePe7d7Xs52WSolOla9pcoxPqnuByKgAAgPJhsgSgXH59rpIkRRTRoJ6DXE4FAABQfpUyWeJ8JaD6eOfbd7R8y3JJktfy6tq216pl3ZYupwIAACi/SilLDz74oHJycirjoQEYpPh1lTyWRxE7Ilu2BvYc6HYsAACAClGustSiRQvdeuutuvHGG9WgQYPY7Q888EC5gwEw31vfvKUVW1ZIik6Vrmt3nVrUaeFuKAAAgApSrnOWvv/+ez3yyCNq0qSJrrrqKn344YcVlQuA4X49VZIUnSqdyVQJAAAkjnKVpUcffVSNGzdWYWGhXn/9dZ1//vlq0aKFxowZo23btlVURgAGmrVulr7c+qUidkRJVpL6tu+r4+sc73YsAACAClOusjRs2DBt3LhRs2bNUp8+feTxePT999/r4YcfVpMmTXT11VczbQISEFOl/SzLUo0aNVSjRg2lpaWpRo0asizL7VgAAKAClPsCDx6PRxdddJEuuugi/fTTT3r++ef1wgsvaOPGjXrttdf0+uuvKzMzU7fddptuuOGGEuc2AYhPM9fN1OptqyVFz1W6ocMNyjwq0+VU7qhRo4b69+8v27YVCATk9/spSwAAJIgKfZ2lxo0ba+DAgfr+++/17rvv6ve//72SkpKYNgEJJGJHNOCj/VMlSRpw5gAXEwEAAFSOSnlRWsuydP755+uNN97Q+vXrdeaZZ8q27RLnNp144omaNGmSwuFwZUQAUEn+8/V/tGb7GkXsiLyWVzeecqOa127udiwAAIAKVyllSZJ++OEHDR48WKeeeqo++eQTSdES1aFDB3m9Xn377be68847ddppp2n79u2lftzHH39clmXp3nvvraTkAA7lwKmSZVkacAZTJQAAkJgqtCyFw2H95z//0YUXXqjjjz9ew4cP1+bNm1WnTh098MAD+uabb7R06VJt2rRJgwYNUnp6upYtW6aHH364VI+/ePFiPfvss2rXrl1FxgZQSv/+6t/6asdXsanSTafcpGa1m7kdCwAAoFJUSFnasGGDHn30UTVt2lSXX3653nvvPYXDYZ1++umaOnWqNm/erLFjx+r446OXFW7YsKGGDBmijz76SLZt69133/3NbeTk5Ojaa6/Vc889p6OOOqoiYgMog4gd0cCPB5aYKj16xqMupwIAAKg85boa3uuvv65JkybFSo9t26pVq5auu+463XnnnWrTps1hP79z5846+uijtWXLlt/cVlZWlvr06aNzzjlHw4cPP+x9Q6GQQqFQ7P1gMFi6LwjAIb2x9g19veNrSdEr4N3S8RY19Td1OZX7CgsLtXz5ctm2rZycHNWsWVMdO3ZUcnKy29EAAEA5lassXXXVVbG3O3TooDvvvFN/+tOflJ6eXurHSElJ+c37zJgxQ8uWLdPixYtL9ZijRo3S0KFDS50BwOH9eqoUsSOyLEuP9HjE7VhGKCgo0DvvvCPbthUKheTz+dSmTRvKEgAACaBcZSk1NVVXX3217rzzTnXt2vWIHmPDhg2H/fimTZv0l7/8RbNnz1ZqamqpHvPhhx/W/fffH3s/GAyqSZMmR5QPgPTamte0buc6SdGp0q0db1UTP99TAAAgsZWrLP3000+qXbt2BUVxtnTpUm3btk0dO3aM3RYOhzV//nyNHz9eoVBIXq+3xOf4fD75fL5KzQVUF+FIWAM/HihLlmzZ0anSGUyVAABA4itXWarsoiRJZ599tlatWlXithtvvFGtWrXS3/72t4OKEoCK9eqaV/Xtrm8lRadKt3e6XcdmHOtyKgAAgMpXrrJUFWrVqnXQhSLS09NVt27d37yABIDyCUfCGjR3kDzyKKKIPJaHqRIAAKg2jC9LANzzyppX9N2u7yRFp0p3dL5DjWs1djkVAABA1YjLsjR37ly3IwAJLxwJa9DHg2LnKnk9Xj3co3QvIA0AAJAI4rIsAah801dP1/92/0/S/qlSo1qNXE4FAABQdTxuBwBgnqJIUWyqJElej1cPdX/I5VQAAABVi8kSgINMWzVN6/eslxSdKvXr3I+pEgAAqHaYLAEooShSpMEfD45NlZI8SXqoB1MlAABQ/TBZAlDCy1++rA2BDZKiU6WsLllqWLOhu6EAAABcwGQJQExRpEiD55acKv2tx99cTgUAAOAOJksAYqaunKqNgY2SolOlu7repQbpDVxOBQAA4A4mSwAkSYXhwhJTpWRPsvp37+9yKgAAAPcwWQIgSfrXyn9pU3CTpOhU6e5T72aqVArp6ekaMmSIbNtWIBCQ3++XZVluxwIAABWAyRIAFYYLNWTekNj7yV6mSgAAAJQlAJqycop+DP4oSfJYHt176r2qV6Oey6kAAADcRVkCqrmCcIGGzB0SO1fJ5/XpgW4PuJwKAADAfZyzBFRzk1dM1ua9myX9MlU6jakSAACAxGQJqNYKwgUaOm9obKqUmpSqB05nqgQAACAxWQKqtReWv6Cf9v4kKTpVuu+0+1S3Rl2XU8WXoqIirVu3TrZta+/evapVq5ZatWqlpCR+vAIAEO/4f3OgmgoVhfTYvMdi76clpen+0+93MVF8CoVCeu2112TbtkKhkHw+n/r3709ZAgAgAXAYHlBNvbD8BW3J2SIpOlW6//T7VSetjsupAAAAzEFZAqqhUFFIj81/TLZsSdGp0n2n3edyKgAAALNQloBq6J/L/qmtOVslRadKD5z+gI5KO8rlVAAAAGahLAHVTH5RfompUo3kGrrvdKZKAAAAB6IsAdXMP5f9U9tzt0uKTpX+evpfVTu1truhAAAADERZAqqR/KJ8DZs/LDZVSk9O172n3etuKAAAAENRloBqZNLSSSWmSg92e1D+VL/LqQAAAMxEWQKqibzCvBJTpZopNXXPqfe4nAoAAMBclCWgmnh26bPauW+nJKZKAAAApUFZAqqBfYX7NHz+cKZKAAAAZUBZAqqBZ5c8q115uyRFp0p/6/43ZfgyXE4FAABgtiS3A1Ql27Zl27bbMYxg25LHc/BtbirePybso0TKsq9wn0Z+MlLWL//LSMnQXV3uMuJrKy8T9tOvt//r/5qQKRH2cUUzaW3IEh9MWhuymM+0dTEpj2lZSiuhy1J2drays7MVDoclSYFAwIgdZIL8fCkzc//7Ho8UCLiXR4o+cXNyciRJlmWRpYKyvLTyJfnllz8ten7SXV3vUiQ/okC+yzu8Apiwn3JzcxUKhWTbtgoKCiRFf9YUFRW5kkcyY11MZdLakCU+mLQ2ZDGfaetiUh6TsgSDwVLfN6HLUlZWlrKyshQMBuX3++X3+5WRwaFHkpSaKq1fv//9SETyu3yuf3GR9fv9rn8TJUqW3IJcDf58sPbk74k+hs+vm0+/WTVTalZ0TFeYsJ+SkpLk8/li76empsrv9ys9Pd2VPJIZ62Iqk9aGLPHBpLUhi/lMWxeT8piUpSzbT+iydCDLslzfOaawrGhBOvA2txXvIxP2UyJkmbBkgnbn75YtW5Ys/a3H31TLV6uSUrrD7f2Unp6u/v37y7ZtBQKBWFFy+3nj9rqYzKS1IUt8MGltyGI+09bFpDymZKEsAVBOQY5GLhgZuwKeP9WvrK5ZLqdKPJZlKT09XbZtq6ioyIiiBAAAKgZXwwMS1DOLn4mdl2TJ0iM9HkmYw+8AAACqAmUJSEA5BTkatWBUbKp0VNpR6teln8upAAAA4gtlCUhA4xeNP2iqlJ7i3gUHAAAA4hFlCUgwe0N79fiCx0tMle7scqfLqQAAAOIPF3gAEszTi57W3oK9kqJTpUfPeFQ1kmu4nCpxhcNhbdq0SbZta+/evapVq5aaNm0qr9frdjQAAFBOlCUggQRDQY3+dLQidvS68HXS6uiOzne4nCqx5efna/LkybJtW6FQSD6fT/3793f1dZYAAEDF4DA8IIE8/cXTyin45dWxZWnAmQOYKgEAABwhyhKQIAL5AY35dExsqlSvRj3d3ul2l1MBAADEL8oSkCCe+uIp5RSWnCqlJae5nAoAACB+UZaABLAnf4/GLhxbYqp0W6fbXE4FAAAQ3yhLQAL4v8//T7mFuZKiU6WBZw5UalKqy6kAAADiG2UJiHN78vfo75/9PTZVapDeQLd2utXlVAAAAPGPsgTEuXGfj9O+wn2SmCoBAABUJMoSEMd25+3W3xfunyo1rNlQt3S8xeVUAAAAiYGyBMSxf3z+D+UV5cXeH3TmIPmSfC4mAgAASByUJSBO7crbpSc+eyI2VWpUs5FuOuUml1MBAAAkDsoSEKee/OxJ5Rflx94f1JOpEgAAQEVKcjsAgLLbuW+nnvzsSUXsiCxZalSLqRIAAEBFY7IExKEnP3tSoXBIkmTL1uCeg5XiTXE5FQAAQGJhsgTEmR37dugfn/8jNlVqXKuxbuhwg9uxAAAAEg5lCYgzTyx8osRUaUivIUyVXJSWlqZ+/frJtm0Fg0FlZGQoLS3N7VgAAKACUJaAOLI9d7vGfTEuNlU6JuMY9W3f1+1Y1ZrH41GDBg1k27Z8Pp/8fr8sy3I7FgAAqACcswTEkbELx6owXCjpl6lSzyFK9ia7nAoAACAxMVkC4sS23G16+ounFbbDsmSpib+Jrm9/vduxAAAAEhaTJSBO/P3Tv6swwlQJAACgqjBZAuLArrxdGr94fGyq1NTfVH9u/2e3YwEAACQ0yhIQB6asmKJwJCwpOlUa2muokjx8+5ogEolox44dsavhhUIh1a9fXx4Pg3sAAOIdv20BhtuSs0Wvrnk1NlVqVruZrm13rdux8Iu8vDw988wzsm1boVBIPp9P/fv3V3p6utvRAABAOfGnT8BwYxaMUdhmqgQAAFDVKEuAwX7e+7MmLJ0Qe12lzNqZ+lPbP7kdCwAAoFqoVn+etm1btm27HcMIti0deEqF20tTvH9M2EemZBm9YLQUkaxf/vdYr8fktbyu5zKFCfvp19v/9X9NyMTz5GAmrQ1Z4oNJa0MW85m2LiblMS1LaSV0WcrOzlZ2drbC4eghTIFAwIgdZIL8fCkzc//7Ho8UCLiXR4o+cXNyciRJlmVV+yw7cnfovTXvqUlqEx3jO0bHZByjC5pcoIDbO8ogJuyn3NxchUIh2batgoICSdGfNUVFRa7kkcxYF1OZtDZkiQ8mrQ1ZzGfaupiUx6QswWCw1PdN6LKUlZWlrKwsBYNB+f1++f1+ZWRkuB3LCKmp0vr1+9+PRCS/37080v6W7/f7Xf8mMiHLoIWD9P2+72NZhvYaqjpH1XEli6lM2E9JSUny+Xyx91NTU+X3+129wIMJ62Iqk9aGLPHBpLUhi/lMWxeT8piUpSzbT+iydCDLslzfOaawrGhBOvA2txXvIxP2k5tZNgc3a+LSiSq0C5WkJB2TcYyuanOVEetiGrefM8Xbtm07lsGE57Db62Iyk9aGLPHBpLUhi/lMWxeT8piSpSzb5wIPgIFGLRiliB1tsxFFdEfnO+T1eF1OBQAAUL1Uq8kSEA9+DP6oZ5c+q7AdlsfyqMVRLXTucee6HQsAAKDaYbIEGGbUglGx43ojdiR6BTymSgAAAFWOsgQYZFNgkyYtnRSbKp1Y90RdcfIVbscCAAColihLgEFGLhhZYqo0rPcweSy+TQEAANzAOUuAIX4I/KB/LvtnbKp0Qt0TdHnry92OBQAAUG3xJ2vAECM+GcFUCQAAwCBMlgADbNyzUS8sfyE2VWpVr5X+cNIf3I4FAABQrVGWAAMwVYpfqampuuGGG2Tbtvbu3atatWopNTXV7VgAAKACUJYAl23Ys6HEVOmkeifpslaXuR0LpeT1etW8eXPZtq1AICC/3+/6K5MDAICKwZ+uAZcNnz889nbEjmj4WcOZKgEAABiAyRLgovW712vyismxqVLr+q116YmXuh0LAAAAYrIEuGrY/GGyFD1kK2JHNLz3cA7hAgAAMASTJcAl/9v1P01ZOUUROyKP5VGbBm10yYmXuB0LAAAAv6AsAS4ZPn84U6UEYNu29u3bJ9u2lZubq6SkJKWnp7MvAQBIAJQlwAXf7fpO//ryX4rYEXktr9o2bKuLTrjI7Vg4Avv27dPYsWNl27ZCoZB8Pp/69++v9PR0t6MBAIBy4pwlwAXD5u1/HaWwHWaqBAAAYCAmS0AV+3bnt5r65VTZsuW1vGrXsJ0ubHmh27EAAABwACZLQBV7bN5j8lpeSb9Mlc5iqgQAAGAiJktAFfpm5zd6edXLsalSh6M76IIWF7gdCwAAAA6YLAFVaOi8oUyVAAAA4gSTJaCKrNuxTtNXTY9NlTo26qjzjz/f7VgAAAA4BCZLQBUZMm+IvB6mSgAAAPGCyRJQBb7a/pVeWf1KianSuced63YsAAAAHAaTJaAKHHiu0oizRjBVAgAAMByTJaCSrd2+Vq+ueTU2VerSuIvOOe4ct2MBAADgNzBZAirZkLlDuAIeAABAHGKyBFSiNdvW6PW1r8emSqcec6rOyjzL7VgAAAAoBSZLQCUaPHewPFb024ypEgAAQHxhsgRUklVbV+mNr96QJHktr0479jT1at7L3VAAAAAoNcoSUEkGzx2sJCtJRXYRU6UE5vP5dOWVV8q2be3du1e1atWSz+dzOxYAAKgA1aos2bYt27bdjmEE25Y8noNvc1Px/jFhH5U3y5dbv9TMr2dKkpKtZJ3e5HT1bNbziB7PpHUxjQlr4/V61bp1a9m2rUAgIL/fL8uyXM1kwrqYyqS1IUt8MGltyGI+09bFpDymZSmthC5L2dnZys7OVjgcliQFAgEjdpAJ8vOlzMz973s8UiDgXh4p+sTNycmRJNcnMOXN8vT8p9UivYXCkehzb/BpgxU4wgU2aV1MY9LakCU+mLQ2ZIkPJq0NWcxn2rqYlMekLMFgsNT3TeiylJWVpaysLAWDQfn9fvn9fmVkZLgdywipqdL69fvfj0Qkv9+9PNL+ll/8l/l4zbJiywq9+NWLkqLnKnVv2l29W/V2JUuiM2ltyBIfTFobssQHk9aGLOYzbV1MymNSlrJsP6HL0oEsy3J955jCsqIF6cDb3Fa8j0zYT0eaZcjcIfJYHhXZRYrYET3W+7Fyfz0mrYtpTFobssQHk9aGLPHBpLUhi/lMWxeT8piShbIEuGT5z8s165tZkqJTpTOanaEzmp3hcioAAAAcCV5nCahAgz4epCRP9G8QYTus4b2Hu5wIAAAAR4rJElBBlv28TG99+5ak6FSpZ7Oe6t60u8upUNlyc3M1duxY2batUCgkn8+n/v37Kz093e1oAACgnJgsARVk0MeD5LW8khR7XSUAAADELyZLQAVY8tMSvf3t25KiU6Xemb11epPTXU4FAACA8mCyBFSAA89VGtZ7mMuJAAAAUF5MloByWrR5kd797l1J0anSWZln6bRjT3M5FQAAAMqLyRJQTgM/Hsi5SgAAAAmIyRJQDl/8+IU++N8HkqJTpXOOO0ddj+nqcioAAABUBCZLQDkcOFXiXCUAAIDEwWQJOEKfbfpMs7+fLUlKspJ03vHnqcsxXVxOBQAAgIrCZAk4Qr+eKhXZRXqs92MuJwIAAEBFYrIEHIGFmxZqzvo5kqLnKv2uxe/UqXEnl1MBAACgIjFZAo7AgI8GlDhXiakSAABA4mGyBJTRgh8W6OMNH0uSkjxJuqDFBerYqKPLqQAAAFDRmCwBZVTiXKUI5yoBAAAkKiZLQBl8svETzd0wV1J0qtSnZR91OLqDq5kAAABQOShLQBkM+Dh6rlLYDqsoUqShvYa6HQkuS0lJ0YUXXijbtpWTk6OaNWsqJSXF7VgAAKACUJaAUpq3YZ7mb5wvKfq6ShedeJHaH93e5VRwW3Jysrp27SrbthUIBOT3+2VZltuxAABABeCcJaCUfn0FvCKbqRIAAECiY7IElMLcDXO1YNMCSdFzlS458RK1a9jO5VQAAACoTEyWgN9g23bJ11WKhJkqAQAAVANMloDf8PGGj/Xppk8lRadKl7W6TG0atHE5FQAAACobkyXgMJymSkN6DnE3FAAAAKoEkyXgMOasn6PPfvxMUnSq9IdWf9DJDU52ORVMsm/fPo0fP162bSs/P1+pqam6++67VaNGDbejAQCAcqIsAYdg27YGfjww9rpK4UhYg3sNdjsWDGPbtvbt2yfbthUKhRSJRGTbttuxAABABaAsAYewaPMiLd68WBFFlORJ0hUnXaHW9Vu7HQsAAABVhHOWAAe2bSt7cXaJc5WYKgEAAFQvcVGWRo0apS5duqhWrVpq0KCBLrvsMq1bt87tWEhgH/zvA63dvlZhO6wkK0nXtLlGreq1cjsWAAAAqlBclKV58+YpKytLn3/+uWbPnq3CwkKdd955ys3NdTsaElDxuUoeK/rtEbbDGtyTqRIAAEB1ExfnLL333nsl3p88ebIaNGigpUuX6swzz3QpFRLVe9+9p2U/L1NmWqa8lldXtblKJ9Y70e1YAAAAqGJxUZYOFAgEJEl16tRx/HgoFFIoFIq9HwwGqyQX4p9t23r0o0djU6WIHdGgnoNcTgUAAAA3xMVheL8WiUR07733qnv37mrTpo3jfUaNGiW/3x/716RJkypOiXj17nfvavmW5YrYEXk9Xv2p3Z90Qt0T3I4FAAAAF8RdWcrKytLq1as1Y8aMQ97n4YcfViAQiP3btGlTFSZEvHKaKg08c6DLqQAAAOCWuDoM76677tJbb72l+fPn69hjjz3k/Xw+n3w+XxUmQyJ4+9u3tWLLCklSspWsPi37qEWdFu6GAgAAgGviYrJk27buuusuvfnmm/roo4+UmZnpdiQkGNu2NeCjAbGpki1bt5xyi8upAAAA4Ka4mCxlZWVp2rRpmjlzpmrVqqUtW7ZIkvx+v9LS0lxOh0Tw32/+q5VbV0qSvJZX17W/Tsf6Dz29BAAAQOKLi8nShAkTFAgE1KtXLzVq1Cj275VXXnE7GhLAgVMlSRpwxgAXEwEAAMAEcTFZsm3b7QhIYLPWzdKqbaskRadKfTv01XFHHRe7RD0AAACqp7goS0BlsW1bAz6OTpUidkSSuAIeyiQ5OVm9evWSbdvKzc1Venq6kpOT3Y4FAAAqAGUJ1dp/vv6PVm9bLSk6VbrxlBvVvHZzppkotZSUlFhZCgQC8vv9sizL7VgAAKACxMU5S0BliNiR2FSpGOcqAQAAoBiTJVRbb371ptZuXyspOlW66ZSb1Kx2M5dTAQAAwBRMllAtHThVsixLA85kqgQAAID9mCyhWvr3V//W1zu+lhSdKt18ys1q6m/qcioAAACYhMkSqp2IHdHAjwaWmCo9esajLqcCAACAaZgsodp5fe3r+nrn/qnSrR1vVRN/E5dTIV7l5eXphRdekG3bysvLU1pamm6++WalpaW5HQ0AAJQTZQnVSjgS1sCPB8ZeV8myLD1yxiNux0Ici0Qi2r59u2zbVigUks/nUyQScTsWAACoAJQlVCuvrX1N3+z8RlJ0qnRbp9t0bMaxLqcCAACAiThnCdVGbKr0y9PeY3n0SA+mSgAAAHDGZAnVxqtrXtV3u76TFJ0q3d75dh2TcYzLqQAAAGAqJkuoFsKRsAbNHSRLliTJ6/Hq4R4Pu5wKAAAAJmOyhGphxuoZJaZKd3S+Q41rNXY5FQAAAEzGZAkJryhSdNBU6aHuD7mcCgAAAKZjsoSEN33VdH2/+3tJ0anSnZ3vVKNajVxOBQAAANMxWUJCK4oUafDcwbGpUpInSQ/1YKoEAACA38ZkCQlt2qppWr9nvaToVKlfl346uubRLqcCAABAPGCyhIRVFCnS4I9LTpX+1v1vLqcCAABAvGCyhIT10pcvaUNgg6ToVOmurnepYc2G7oYCAABA3GCyhIRUGC4sca5SsidZ/bv3dzkVAAAA4gmTJSSkqV9O1Q+BHyTtnyo1SG/gcioAAADEE8oSEk5huFBD5g6RJUu2bCV7mSqh8iQlJalLly6ybVu5ublKT09XUhI/WgEASAT8PzoSzr9W/kubgpskRadK93S9R/XT67ucConK5/OpT58+sm1bgUBAfr9flmW5HQsAAFQAzllCQikIF2jIvCGx91O8KXqw+4PuBQIAAEDcoiwhoUxZMUU/Bn+UJHksj+497V7Vq1HP5VQAAACIR5QlJIziqVLxFfB8Xp8eOP0Bl1MBAAAgXlWrc5Zs25Zt227HMIJtSx7Pwbe5qXj/HOk+enHZi9qyd4ssWfJaXt136n2qk1bniB6vvFkqkklZTGPS2pAlPpi0NmSJDyatDVnMZ9q6mJTHtCylldBlKTs7W9nZ2QqHw5KkQCBgxA4yQX6+lJm5/32PRwoE3MsjRZ+4OTk5klTmE+QLw4V68YsXlZkW/aJSk1J1W9vbFDjCL6o8WSqaSVlMY9LakCU+mLQ2ZIkPJq0NWcxn2rqYlMekLMFgsNT3TeiylJWVpaysLAWDQfn9fvn9fmVkZLgdywipqdL69fvfj0Qkv9+9PNL+ln8kVxN7dsmzWrxzsaTouUoPdX9ITRs0dSVLRTMpi2lMWJv8/HzNmDFDtm0rLy9PaWlp+uMf/6jU1FRX8khmrIupTFobssQHk9aGLOYzbV1MymNSlrJsP6HL0oEsy3J955jCsqIF6cDb3Fa8j8qyn0JFIQ2dP1QRRb+gtKQ03d/t/nLv6yPJUllMymIat9cmEolo48aNsm1boVBIPp9PkUjE9X3l9rqYzKS1IUt8MGltyGI+09bFpDymZCnL9rnAA+Le88uf19acrZKiU6UHTn9AR6Ud5XIqAAAAxDvKEuJaflG+Hpv3mGxFR7s1kmvovtPvczkVAAAAEgFlCXHtn8v+qW252yTtnyrVTq3tbigAAAAkBMoS4lZ+Ub6GzR9WYqp072n3uhsKAAAACYOyhLj13NLntD13u6ToVOnBbg8yVQIAAECFoSwhLuUV5pWYKqUnp+svp/7F5VQAAABIJJQlxKVJSydpx74dkqJTpf7d+8uf6vILRQEAACChUJYQd/IK8zT8k+GxqVLNlJq659R7XE4FAACARENZQtyZuGSidu7bKemXqVK3/srwZbicCgAAAImGsoS4sq9wn0Z8MiI2VaqVUkt3n3q3y6kAAACQiChLiCsTl0zUrrxdkqJTpb91/xtTJQAAAFQKyhLiRm5B7kFTpbu63uVyKgAAACQqyhLixoQlE7Q7b7ckyZKlh3s8rFq+Wi6nAgAAQKJKcjsAUBq5Bbka+cnI2FTJn+pXVtcsl1MBktfrVevWrWXbtvbt26caNWrI6/W6HQsAAFQAyhLiQvbibO3J3yNp/1SpZkpNd0MBklJTU3XVVVfJtm0FAgH5/X5ZluV2LAAAUAE4DA/GyynI0agFo2JTpdqptZXVhakSAAAAKhdlCcbLXpStQH5AUnSq9MgZjyg9Jd3lVAAAAEh0lCUYbW9ob4mp0lFpR+nOzne6nAoAAADVAWUJRhu/aLz2FuyVFJ0qPXrGo0yVAAAAUCUoSzBWMBTU6E9HK2JHJEl10urojs53uJwKAAAA1QVXw4OjtWvXaty4cZo9e7Z++ukn+f1+/e53v9PIkSN17LHHVkmGp794+qCpUo3kGlWybaC08vPzNWvWrBKXDr/00kuVmprqdjQAAFBOTJZwkGeffVYdOnTQ888/r0aNGumSSy5R7dq1NXXqVJ122mnaunVrpWcIhoIas3BMbKpUt0ZdpkowUjgc1tq1a7V27VqtW7dOa9euVTgcdjsWAACoAJQllDBz5kzdeeedyszM1PLly7Vw4UK99tpr+uqrr9SvXz9t3rxZo0aNqvQcT33xlHIKciRFp0oDzhigtOS0St8uAAAAUIyyhJicnBzddtttqlmzpt577z21a9cu9jGv16sxY8bI4/Howw8/lCS9+uqr6tOnjxo1aiS/368zzzxTCxYsKHeOQH5AYz7dP1WqV6Oebut0W7kfFwAAACgLyhJiJk2apG3btsUmSwdKT09X3bp1tXPnTknSuHHjVK9ePWVnZ+u1117TMccco7PPPlsrV64sV46nvnhKuYW5kqJTpYFnDmSqBAAAgCrHBR4Q85///EeSNGbMGI0ZM+aQ9zvppJMkSf/9739Vt27d2O3nnHOO2rZtq+zsbE2aNOmIMuwN7dXfP/t7bKpUP72+bu106xE9FgAAAFAelCXErFy5Uj6fT9dcc81h79e2bVtJKlGUJMnj8ahNmzZav379EWeYtnqa8grzJO2fKqUmcVUxAAAAVD3KEiRJRUUFCgaDyszM1OTJk4/oMcLhsBYvXqzzzz//iD5/T/4evfTlS7GpUoP0Brql4y1H9FgAAABAeXHOEiRJSUkpSktL06ZNm5STk3NEjzF+/Hj98MMP6tev3xF9/rjPxim/KF9SdKo0qOcgpkoAAABwDWUJMeeee66Kiop0++23a9++fSU+Ztu2PvroI33yySeOn/vFF1/ooYce0oABA2KH6ZXF7rzdevLzJ2XbtiTp6JpH6+ZTbi77FwEAAABUEA7DQ8zo0aO1YMECTZs2TbNnz1bnzp1Vp04d7dy5UytXrtTPP/+st95666DP27Bhgy699FJdfPHFGjx48BFt+8nPnoxOlX55Rg7qOUi+JF95vhwAAACgXKpVWbJtOza5qO5sW/IcMFc88cQTtWzZMo0cOVKzZ8/WnDlzlJKSogYNGqhr16668MIL1atXrxJruGfPHvXp00fNmzePnetU1jXelbdL//j8H5IdPfyuUc1GurHDja7uq+LnignPF5OymMaEtfn19n/9XxMy8Zw5mElrQ5b4YNLakMV8pq2LSXlMy1JaCV2WsrOzlZ2drXA4LEkKBAJG7CAT5OdLv34pJY9HCgQkv9+v0aNHa/To0Y6fV1hYqEAgIEkqKCjQFVdcoZycHL355psqKChQQUFBmbNMXDRRjZIbSUnSMb5j9OfOf1ZeTp7ylHdEX1tFsG07du6WZVmu5TAti2lMWJvc3FyFQiHZth17/gcCARUVFbmSRzJjXUxl0tqQJT6YtDZkMZ9p62JSHpOyBIPBUt83octSVlaWsrKyFAwG5ff75ff7lZGR4XYsI6SmSr++wndhoeT3l+0xbrnlFn366aeaNGmSdu7cGXuxWp/Pp1NOOaVUj7Fz306NXDxS+UX58sqr+jXq69qu17p+CF5xqfb7/a5/Q5uUxTQmrE1SUpJ8vv3P19TUVPn9fqWnp7uSRzJjXUxl0tqQJT6YtDZkMZ9p62JSHpOylGX7CV2WDmRZlus7xxS7d0uRyP73166Vyro0c+bMUSQS0S23lLy8d7NmzbRhw4ZSPcaTnz+p/HC+IoqGubXTrfIl+YzYT8XPF7KYze21Kd62bduxDCbsK7fXxWQmrQ1Z4oNJa0MW85m2LiblMSULZQm/afbsku9/8UXZH6O0hehQduzboXGfj1PEjsiSpWMyjtHFJ1xcrscEqprX61Xz5s1l27by8vKUlpYmr9frdiwAAFABKEvV1IEXtfvii+iheMnJVZdh7KdjVRCOnuNhy9bgMwcryctTEvElNTVVN9xwg2zbViAQMOLwAgAAUDF4naVqaPv2gydJ+fnSRx9VYYbc7Xpq0VMK22FZstQko4n+3P7PVRcAAAAA+A2UpWro3/8++DaPR3rllarLMObTMSoMF0qKTpWG9BqiZG8VjrUAAACA30BZqoamTz/4Yg6RiPTGG9IRXPm7zLblbtP4ReNjU6Wm/qb6czumSgAAADALZama2bpVmj8/+qK0BwoGpTlzKj/DmE/HqDCyf6o0tNdQpkoAAAAwDmWpmnE6BK9YUpL06quVu/2tOVtLTJWa126u69pdV7kbBQAAAI4Alx6rZmbMiB6C5zRZKiqKHor37LNSSkrlbH/0p6NVFCmStH+qlOThaYj4FQqF9OGHH8q2beXm5io9PV3nnntuiReqBQAA8YnfUquRLVukTz5xLkrF9u6VPvxQuvDCSth+zhY9s/iZElOlP7X9U8VvCKhCRUVFWrx4sWzbVigUks/nU+/evSlLAAAkAA7Dq0YOdwhesaSkyrsq3uMLHmeqBAAAgLhBWapGpk/f//ahXjOzqChaqkKhit32z3t/1oQlE2JTpeOOOk5/bPvHit0IAAAAUIEoS9XEzz9Ln34aPQTP65Vq1y758YyM6O2SlJMjzZ5dsdt//NPHFY6EJUWnSo/1eoypEgAAAIxGWaom3nhj/9sejzRsWMmPX3aZ1KhR9GNeb8UeivfT3p80YXF0quSRRy3qtNA1ba6puA0AAAAAlYCyVE1Mn77/wg5PPimdcELJj9eoES1Iti2Fw9Kbb0r5+RWz7VELRiliRyRJEUX0WK/H5PV4K+bBAQAAgEpCWaoGNm+WPvss+vb550tZWc7369ZNGjgw+nZurvTBBxWw7eBmPbvk2ehUyfKoZZ2Wuurkq8r/wAAAAEAloyxVA2+8EZ0Y1akjTZly6Is7SNGy1KVL9O2KOBRv5IKR+6dKdkSP9WaqBAAAgPhAWaoGiq+CN3Wq1LDh4e+blBR94doaNaKH4uXlHfl2fwz+qElLJ8WmSifUPUFXtr7yyB8QAAAAqEKUpQRXWCjt2xc99K60LzR73HHSxInRK+Zt3nzk2x75yUjZv5woFbEjGtZ7GFMlAAAAxA2u3ZzgkpOlFSuir59UFtddJ119tZSScmTb3RTYpOeWPVdiqnRF6yuO7MEAAAAAFzBZqgYsK1qayvo5R1qUJGnEJyMOmip5LJ5uAAAAiB9MllDhNu7ZqOeXPx+bKp1Y90T94aQ/uB0LAAAAKBP+1I8KN3LBwecqMVUCAABAvGGyhAq1cc9GvbDshdhUqVW9Vvr9Sb93OxZQaTwej+rXry/btpWXl6e0tDR5PPxxAACAREBZQoUa/slw2do/VRreezhTJSS0tLQ0ZWVlybZtBQIB+f1+WYd7MTMAABA3KEuoMOt3r9eLy1+MTZVa12+ty1pd5nYsAAAA4IjwJ39UmOGfDI+9XTxV4i/sAAAAiFdMllAhvt/9vSavmKyIHZHH8ujk+ifrkhMvcTsWAAAAcMSYLKFCDJ8/XJaiU6SIHdHws5gqAQAAIL4xWUK5/W/X/zRl5ZTYVKltg7a6+ISL3Y4FAAAAlAtlCeU2bP4wpkqotgoKCrRw4ULZtq3c3Fylp6ere/fuSklJcTsaAAAoJ8oSyuW7Xd9p6pdTFbEj8lpetWvYTn1a9nE7FlBlCgsLNXfuXNm2rVAoJJ/Pp65du1KWAABIANWqLNm2Ldu23Y5hBNuWDnzdzCNZmsfmPSavvL98vq1hvYfF3i57JtuYfUSW+GDC2vx6+7/+rwmZeM4czKS1IUt8MGltyGI+09bFpDymZSmthC5L2dnZys7OVjgcliQFAgEjdpAJbFvKzNz/fkaGFAiU7TE2BjZq4bcL1TS1qTyWRyfUPUHd6ndToKwPFMtkKycnR5JcP4yPLPHBhLXJzc1VKBSSbdsqKCiQFP1ZU1RU5EoeyYx1MZVJa0OW+GDS2pDFfKati0l5TMoSDAZLfd+ELktZWVnKyspSMBiU3++X3+9XRkaG27GMYFnS+vX73w8GJb+/bI8x9qOx2hTapKJI9JfCcZeOU+3atY84U3GR9fv9rn8TkSU+mLA2SUlJ8vl8sfdTU1Pl9/uVnp7uSh7JjHUxlUlrQ5b4YNLakMV8pq2LSXlMylKW7Sd0WTqQZVmu7xxTWJYUiRx8W2mt27FO01ZNky1bXsurDkd30AUtLyj3+hbvIxP2E1nig9trU7xt27ZjGUzYV26vi8lMWhuyxAeT1oYs5jNtXUzKY0qWsmyf11nCERk6b6g8VvTpE7bDGnHWCNef+AAAAEBFqlaTJVSMr3d8rRmrZ8SmSh0bddR5x5/ndiwAAACgQjFZQpkNnTtUXit6BTymSgAAAEhUTJZQJmu3r9Ura16JTZU6N+6sc447x+1YAAAAQIVjsoQyGTq35LlKw88azlQJAAAACYnJEkptzbY1em3ta7GpUtdjuurszLPdjgUAAABUCiZLKLUh84aUOFeJqRIAAAASGZMllMrqbav1xto3YlOl0449Tb2b93Y7FgAAAFBpmCyhVAbPHSyvh6kSAAAAqg8mS/hNX279Uv/+6t+SJK/l1enHnq5ezXu5GwowhGVZqlGjhmzblsfjUWpqKn9IAAAgQVCW8JuGzI2eqxS2w7GpEoCoGjVqqH///rJtW4FAQH6/n7IEAECCoCzhsFZuWak3v35TUnSq1L1pd/Vs3tPlVAAAAEDl45wlHNbguYNLXgGvN1MlAAAAVA9MlnBIK7as0Mx1MyVFp0pnNDtDZzQ7w+VUAAAAQNVgsoRDGvTxICV5on06bIc1rPcwlxMBAAAAVYfJEhwt+3mZ/vvNfyVFp0pnNjtTPZr2cDkVAAAAUHUoS3A0+OPBXAEPKIXCwkItX75ctm0rJydHNWvWVMeOHfX0009rwYIFWrVqlbZt26b8/HwdffTR6tmzpx588EG1bdvW7egAAOA3UJZwkKU/LdVb374lKTpV6tW8l7o16eZyKsBMBQUFeuedd2TbtkKhkHw+n9q0aaORI0cqNzdX7dq1ixWjNWvWaOrUqZoxY4b+/e9/66KLLnI5PQAAOBzKEg4y6ONBTJWAcpo5c6Y6deqk1NTUErc/88wzysrK0i233KIff/xRSUn8GAYAwFRc4AElLN68WO98947Cdlhey6tzjztXpx17mtuxgLjTvXv3g4qSJPXr10/HH3+8tm7dqrVr17qQDAAAlBZlCSUM/HhgiddV4gp4Ja1du1a33XabMjMz5fP51KBBA11//fX68ccf3Y6GOJKcnCxJSklJcfw4zzMAAMxAWULMFz9+off/935sqnTe8efp1GNPdTuWMZ599ll16NBBzz//vBo1aqRLLrlEtWvX1tSpU3Xaaadp69atbkdEHJg6darWrVunli1bqmXLlgd9nOcZAADmoCwhZtDcQUyVDmHmzJm68847lZmZqeXLl2vhwoV67bXX9NVXX6lfv37avHmzRo0a5XZMGGjs2LG64YYbdOWVV6pNmza6/vrr1ahRI02fPl1er7fEfXmeAQBgFsoSJElbkz/XB//7QGE7rCRPki5ocYG6HtPV7VhGyMnJ0W233aaaNWvqvffeU7t27WIf83q9GjNmjDwejz788ENJ0pIlS3T99derRYsWsixLAwYMcCs6DPD+++9rypQpev3117VmzRo1a9ZM06dPV6dOnUrcr6zPM4nnGgAAlY2yBEnSopr7z1UqihTpsd6PuZyoDDZtkk45RXrsMemrryr84SdNmqRt27bF/uJ/oPT0dNWtW1c7d+6UJH366af6/PPP1aNHD/n9/grPgwqwcqXUqZM0Zoz0/feVuqkPP/xQtm1r9+7dmj9/vlq2bKmePXtqxIgRJe5X1ueZxHMNAIDKRlmCdOxn2uz7MHauUp+WfdS5cWe3U5Xe9u3Sjz9KgwdLrVtLrVpJQ4dKa9ZUyMP/5z//kSSNGTNGlmU5/tu+fbuOOuooSdLdd9+tb775RpMnT1bt2rUrJAMq2M6d0rffSn/7m3T88VL79tLjj0v/+1+lbbJ27do644wz9M4776hTp04aOHCgFi9eHPt4WZ9nEs81AAAqGy/wAemsAbJsr2wr+rpKcTVVkqSOHaMTpVtukWbOlNatk4YMif5r2VL64x+lK6+UTj5ZsqwyP/zKlSvl8/l0zTXXHPZ+xS886vHwNwjjnXWWtHatdN110rx50pdfSqtWSQ8/LLVtG33OXHFF9PlTwZKTk3X11Vdr6dKl+u9//6suXbpIKvvzTOK5BgBAZaMsVXdNPpWO+0i2pCRPkn53/O/UsVFHt1OVXb160ptvSpMnS1lZUkGBFA5HpwcjRkQP0WvRQrrmmmhxatu2VMWpoKBAwWBQmZmZmjx5cqV/GahCxx4rffSRNG5cdMIUiUi2HS1Na9ZIjzwSLdjFZfuEEyps0/Xq1ZMkbd++XRLPMwAATBVXf5bMzs5W8+bNlZqaqlNPPVWLFi1yO1L86z1QisTpuUoHsizpxhujv+x27Li/DIXD0f9+9500alT0kKsWLaQBA6QVK6K/IB9CSkqK0tLStGnTJuXk5FT+14Cq5fFI998vLV0aLUPFk5pIJPrfNWukQYOkE0+MHuI5bJj09dfl3uy8efMkSccff7wknmcAAJgqbiZLr7zyiu6//35NnDhRp556qsaNG6fzzz9f69atU4MGDdyOF5+aLpCO+1iSZNleXdzifJ1Sq6Xk1i9rti3t2yd5vUd0uFxMw4bSBx9Io0dHz0PxePb/8ltcnL7/PlqcRoyQmjWTrr5auvzyaJGyrGiWwkKpoEDnnn22Zr31lm6/9VY9N2GCatSo8avItj6eO1fJyck6o0cP5zzhcHTSdaR+laVc65KIKmptWrWSvvgiehjeM8+UfM4U//err6Lnwg0aFL1/8cSpadODHu6zzz5TUVGRzjvvvBKHyhUWFmrixImaOnWq0tLSdPXVV8c+du6552rWrFm6/fbb9dxzzx38PPv44+jz7IwzjvzrBAAAZWLZ9mH+rG6QU089VV26dNH48eMlSZFIRE2aNNHdd9+thx566LCfGwwG5ff7FQgElJGRURVxjTd7tnTey72lZp9InmiBWDFBau/i613aHo8CmZnyr18vq/gXVAOyrItE1F3SLkn1JXWWVEfSTkkrJf0s6S1JfRwep7mk6yQNr6Asbq+LaSp1bX5dmJx4vVI4rNwWLTT2mGNkt26tUEaGfD6fGjdurDvuuEP16tVTp06dVLduXe3YsUOrVq3Szz//rNTUVE2ZMkVXXXVV7OG+/vprde/eXbt27VL9+vXVuXNn1alTRzt37tTKlSv1888/66233lKfPk7PNKl58+a67rrrNHz4cNm2rUAgIL/fL4uCXYJJa0OW+GDS2pDFfKati0l5TMpSlm4QF5OlgoICLV26VA8//HDsNo/Ho3POOUefffbZQfcPhUIKhUKx94PBYJXkjCc1a0pK3idZESliqeu6o9V+689uxzJSK0nLJY2U9IGkOZJSJDWQ1FXRktTbtXSoNL9Vvn59eOd330UvFHHLLVLjxurRo4ceeeQRzZs3T19++aV27NihlJQUNW/eXFdccYXuuecetWjRosTDtWrVSsuXL9fIkSP1wQcfaM6cOUpJSVGDBg3UtWtX9enTR71780wDAKAqxUVZ2rFjh8LhsBo2bFji9oYNG+prh/MHRo0apaFDh1ZVvLh0+unSY6/P0PIPrtN3x23Qi3N+cjuSWSwrOllISpIiETWVNPFIHqeoKPpYXu+RZ/F4op//Sxb8SmWujW3vL0SHkpSk9KIiDcnIkH3FFQo8+qj8zZrJsqyDXkepNJo2baqJE4/omQYAACpBXJSlsnr44Yd1//33x94PBoNq0qSJi4nMNPCJTGnIudFzNTq3cztOtFTUrRs90b4ijg7dsyf6tR3usYoPtUpOltq0kdq1i178ITlZ8vmkX00oS2t7To7mrV8vSdr3n//o68xMvd6+vdJTUnTBiSce2ddyhFmqhYpcm6+/jl5Rsfi8NSdJSdES7PdHLy9+1VVS797R2wOBislRStu3b49dLGLfvn36+uuv9frrr6tGjRrq1q1blWYBACARxUVZqlevnrxer7ZuLXlCzdatW3X00UcfdH+fzyefz1dV8eLbkCFuJ9jPtqO/bPr95b+QwbRp0u23R6cORUUlP1b8y27NmtLvfx/9Zffcc6O/dFdAljVz5+rKXx0u9cbq1Xpj9Wo1a9ZMG154oexfS0WuS6KpqLWxbWnCBGn69Ni5SCUUP2dq145e1OGqq6RevaK3//oxqtiaNWt05ZVXxt5/44039MYbb6hZs2ZasWJFlecBACDRxEVZSklJUadOnTRnzhxddtllkqIXeJgzZ47uuusud8PBLHv2SHfeKc2YUXI6UPzLbq1a0h/+EP1l95xzpJSUCo/Qq1cvxcl1UyBJW7dKfftK779f8vbi50ydOvsL0plnlixILjvUc634JFoAAFA+5vy//m+4//771bdvX3Xu3Fldu3bVuHHjlJubqxtvvNHtaDDFvHnRyzn//MuFKoqnShkZ0cuCX3WVdNZZlVKQEKdmzZJuuEHavTv6fnFBqlu3ZEEqzzlnAAAgbsVNWbr66qu1fft2DRo0SFu2bFGHDh303nvvHXTRB1RDBQXSwIHS2LH7J0kZGfvPJznrrOg5SECx3Fzpvvuk557bf1u9etHny1VXST16UJAAAED8lCVJuuuuuzjsDgebM0caMyZ6PklxQerVi4KEQ3v11WhRql8/+oLEV10ldetGQQIAACXEVVkCHP3ud9FD8Lp1M+p8EhjsuuuiV108/fToFREBAAAc8Jsl4p9lRc8rAUorOVnq3t3tFAAAwHD8SRUAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMABZQkAAAAAHFCWAAAAAMBBktsBqoJt25KkYDDochIcjm3bCgaDsixLlmWRxcAspjFpbcgSH0xaG7LEB5PWhizmM21dTMpjUpbiTlDcEQ6nWpSlvXv3SpKaNGnichIAAAAAJti7d6/8fv9h72PZpalUcS4Sieinn35SrVq1XG+ypgkGg2rSpIk2bdqkjIwMt+OoS5cuWrx4sdsxJJHlUHjOHBpZDmba80UyZ20ksjjhOXN4ZDmYac8ZU9almEl5TMli27b27t2rxo0by+M5/FlJ1WKy5PF4dOyxx7odw2gZGRlG/IDxer1G5JDI8lt4zhyMLIdmyvNFMmttyHJoPGeckeXQTHnOmLYuJuUxKctvTZSKcYEHGCUrK8vtCDFkiQ8mrQ1Z4oNJa0OW+GDS2pDFfKati0l5TMpSWtXiMDwcWjAYlN/vVyAQMKbpw2w8Z1AWPF9QVjxnUFY8Z1CZmCxVcz6fT4MHD5bP53M7CuIEzxmUBc8XlBXPGZQVzxlUJiZLAAAAAOCAyRIAAAAAOKAsAQAAAIADyhIAAAAAOKAsAQAAAIADylI1lp2drebNmys1NVWnnnqqFi1a5HYkGGrUqFHq0qWLatWqpQYNGuiyyy7TunXr3I6FOPL444/Lsizde++9bkeBwTZv3qzrrrtOdevWVVpamtq2baslS5a4HQuGCofDGjhwoDIzM5WWlqbjjz9ew4YNE9cuQ0WiLFVTr7zyiu6//34NHjxYy5YtU/v27XX++edr27ZtbkeDgebNm6esrCx9/vnnmj17tgoLC3XeeecpNzfX7WiIA4sXL9azzz6rdu3auR0FBtu9e7e6d++u5ORkvfvuu1q7dq2eeOIJHXXUUW5Hg6FGjx6tCRMmaPz48frqq680evRojRkzRk8//bTb0ZBAuHR4NXXqqaeqS5cuGj9+vCQpEomoSZMmuvvuu/XQQw+5nA6m2759uxo0aKB58+bpzDPPdDsODJaTk6OOHTvqmWee0fDhw9WhQweNGzfO7Vgw0EMPPaRPP/1Un3zyidtRECcuuugiNWzYUM8//3zstssvv1xpaWl66aWXXEyGRMJkqRoqKCjQ0qVLdc4558Ru83g8Ouecc/TZZ5+5mAzxIhAISJLq1KnjchKYLisrS3369Cnx8wZwMmvWLHXu3FlXXnmlGjRooFNOOUXPPfec27FgsG7dumnOnDn65ptvJEkrV67UggULdMEFF7icDIkkye0AqHo7duxQOBxWw4YNS9zesGFDff311y6lQryIRCK699571b17d7Vp08btODDYjBkztGzZMi1evNjtKIgD33//vSZMmKD7779fjzzyiBYvXqx77rlHKSkp6tu3r9vxYKCHHnpIwWBQrVq1ktfrVTgc1ogRI3Tttde6HQ0JhLIEoEyysrK0evVqLViwwO0oMNimTZv0l7/8RbNnz1ZqaqrbcRAHIpGIOnfurJEjR0qSTjnlFK1evVoTJ06kLMHRq6++qpdfflnTpk3TySefrBUrVujee+9V48aNec6gwlCWqqF69erJ6/Vq69atJW7funWrjj76aJdSIR7cddddeuuttzR//nwde+yxbseBwZYuXapt27apY8eOsdvC4bDmz5+v8ePHKxQKyev1upgQpmnUqJFat25d4raTTjpJb7zxhkuJYLoHH3xQDz30kK655hpJUtu2bbVx40aNGjWKsoQKwzlL1VBKSoo6deqkOXPmxG6LRCKaM2eOTj/9dBeTwVS2beuuu+7Sm2++qY8++kiZmZluR4Lhzj77bK1atUorVqyI/evcubOuvfZarVixgqKEg3Tv3v2glyT45ptv1KxZM5cSwXT79u2Tx1PyV1mv16tIJOJSIiQiJkvV1P3336++ffuqc+fO6tq1q8aNG6fc3FzdeOONbkeDgbKysjRt2jTNnDlTtWrV0pYtWyRJfr9faWlpLqeDiWrVqnXQOW3p6emqW7cu57rB0X333adu3bpp5MiRuuqqq7Ro0SJNmjRJkyZNcjsaDHXxxRdrxIgRatq0qU4++WQtX75cTz75pG666Sa3oyGBcOnwamz8+PEaO3astmzZog4dOuipp57Sqaee6nYsGMiyLMfbX3zxRd1www1VGwZxq1evXlw6HIf11ltv6eGHH9a3336rzMxM3X///br11lvdjgVD7d27VwMHDtSbb76pbdu2qXHjxvrjH/+oQYMGKSUlxe14SBCUJQAAAABwwDlLAAAAAOCAsgQAAAAADihLAAAAAOCAsgQAAAAADihLAAAAAOCAsgQAAAAADihLAAAAAOCAsgQAwBHo1auXLMvSkCFD3I4CAKgklCUAAAAAcEBZAgDgCDRt2lQnnnii6tWr53YUAEAlsWzbtt0OAQAAAACmYbIEAAAAAA4oSwCASjV69GhZlqWUlBQtWrTI8T7vvPOOPB6PLMvSyy+/XKbH37Jli55++mldeumlOumkk+T3+5WWlqYWLVrolltu0Zo1axw/75VXXpFlWbIsS2+++abjfVasWKHU1FRZlqURI0aU+NjhLvBQVFSkSZMmqVevXqpXr56Sk5NVt25dnXjiibr66qv1/PPPl+lrBAC4g8PwAACVyrZtnXfeefrwww913HHHacWKFapVq1bs4z///LPat2+v7du36/rrr9eUKVPK9Pg33HBD7HOSkpKUkZGhYDCooqIiSZLP59PLL7+syy+//KDPvfnmm/XCCy+oTp06WrFihZo0aRL7WG5urjp16qR169apd+/e+vDDD+Xx7P8bY69evTRv3jwNHjy4RGEKh8O64IILNHv27Nhtfr9f+fn5CoVCJdYFAGA2JksAgEplWZamTp2qBg0a6Pvvv9edd94Z+5ht27r++uu1fft2tWjRQtnZ2WV+/BYtWmjs2LFatWqV8vLytHPnToVCIa1evVrXXnutQqGQ+vbtq59++umgz33qqafUqlUr7dq1S9ddd53C4XDsY3fffbfWrVununXraurUqSWK0uFMnz5ds2fPVmpqqv75z39q79692rNnj/Ly8rR161b9+9//1hVXXFHmrxMAUPUoSwCASnf00Udr8uTJscPsiidBo0eP1ocffqjk5GRNnz5dNWvWLPNjDxgwQH/961/Vpk0bJSUlSZI8Ho9OPvlkvfTSS+rTp49yc3P1wgsvHPS56enpmjFjhnw+n+bPn6/hw4dLkmbMmKEXX3xRkvTCCy/omGOOKXWehQsXSpKuv/563XzzzbGvybIsNWjQQL///e/12muvlfnrBABUPcoSAKBKXHDBBbrvvvskSXfddZdeeuklDRo0SJI0cuRIde7cuVK226dPH0nSggULHD/evn17jR07VpI0bNgwTZ06VXfccYckKSsrS5dcckmZtle7dm1J0XOpAADxjbIEAKgyo0aNUseOHZWTk6M///nPKiws1HnnnacHHnigXI+7cuVK9evXT+3atVNGRkbsYhGWZalfv36SpB9//PGQn3/33Xfr4osvVjgc1vXXX69AIKC2bdvq73//e5mzXHjhhbIsS7NmzdIFF1yg6dOnOx4CCAAwH2UJAFBlUlJSSlzAwe/3a8qUKbIs66D7Hn300Y7//vKXv5S43/jx49WxY0dNmDBBq1atUk5Ojvx+vxo2bKiGDRsq4//bu5+QKLc4DuPPzdKimomMFhNRUAZBuomCKCiKIFqECwUnGGSinS4MalEbN0FYUMFQUYGIkQkVbQQLkiJokQsJIwQ3LopyQiz7g5LNnLuQOxfprRwv2r2X5wMHZt4572/Ouxn4znvec2IxYGrBhp9pbW1l8eLFAJSUlHDr1q3C+2Ls2rWLlpYWSktLuX//PocPH2bNmjWsXbuWdDrNo0ePiq4pSfo9DEuSpHl17dq1wuuPHz/y/PnzyH7ZbDayjY2NFfoMDAzQ1NREPp+ntraW3t5eJiYmeP/+PcPDwwwPD3P+/Hng16vPtbe3MzExAUytaPejaXszceLECYaGhrhw4QLV1dWsXr2a169f09bWxt69e6mtrWVycnLW9SVJ88OwJEmaN11dXWQyGQCqqqoIIVBfX082m/2ubwghsrW1tRX63Llzh1wux+bNm+ns7GTbtm2UlpZOqzOTZ4f6+vo4efJkYVwAx44dY2BgYLaXSiKRoKmpiXv37pHNZunv7+fo0aOFcV+5cmXWtSVJ88OwJEmaF2/fviWdTgOQTqd58uQJ69ev5927d9TX189q36FXr14BU4s0/Ghp74cPH/60xpcvX0gmk3z9+pV9+/bR29vL9u3bGR8fp66ubtreSP9EZWUl169fZ+fOnQDT9mGSJP07GZYkSXMun8+TSqUYGRmhoqKCTCZDPB6no6ODhQsX8uDBg8J0uWLE43EAXrx4ERm2uru7efz48U9rNDY2Mjg4SHl5Oe3t7ZSVldHR0cHy5cvp7+/n+PHjRY3pV+FqyZIlADPet0mS9Pv4Sy1JmnNnz56lp6ensJ/S0qVLAdixYwfNzc0AnDp1ir6+vqLqHjhwAICXL1/S0NDA6OgoMHW36OrVq9TU1FBeXv7D8zs7OwvT+lpbW0kkEgBs2LCBy5cvA1MLSHR1dc14TNXV1Rw5coTu7m4+fPhQOD46Osrp06fp6ekB/l7SXJL0LxYkSZpDz549C4sWLQpAOHfu3Hef53K5sGfPngCETZs2hc+fPxdVv66uLgCFtmLFilBSUhKAsHXr1pDJZAIQ1q1bN+28oaGhEI/HAxAaGhoia6dSqQCEVatWhTdv3kz7bPfu3QEIzc3Nkcf/arFYLMRisWnHampqQi6XK+o6JUnzzztLkqQ58+nTJ5LJJJOTk+zfvz9yP6UFCxZw48YNVq5cyeDgII2NjUV9x82bN7l48SJVVVWUlZWRy+WorKzkzJkzPH36lGXLln13zrdv30gmk4yNjbFly5Yf7qd06dIlNm7cyMjICKlUinw+/8vxZDIZWlpaOHjwIBUVFYQQGB8fJ5FIcOjQIe7evcvt27edhidJ/wF/hDCLJ2olSZIk6X/Ov7UkSZIkKYJhSZIkSZIiGJYkSZIkKYJhSZIkSZIiGJYkSZIkKYJhSZIkSZIiGJYkSZIkKYJhSZIkSZIiGJYkSZIkKYJhSZIkSZIiGJYkSZIkKYJhSZIkSZIiGJYkSZIkKYJhSZIkSZIi/AlHjCepTmXsZwAAAABJRU5ErkJggg==", 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", + "image/png": 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", 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", + "image/png": 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1dTV+/OMfo7S0FLGxsdi8eTN2794No9Ho4tY7pr29HQUFBfjxj3+M06dPz7g+V77PjjIajbjjjjtw7tw5fohne13//GXbvXEcCg8Pt/mYMIj19veDkGBBo0IR4qKioiIUFBSgoaEB+/btw3PPPYeQkBBoNBq8/fbbAKZT6UuXLrV4rfAkdeDAgRnHyOd4+0q6IzzV99+RCeNmkpSUxN8eGhri54BwRHd3N6677jp0d3dDIpHg5ZdfxrZt29zeJndt27YNb7zxBjQaDT7++GP+ar6rfv/730Ov1yMrKwtarRZ79+61eI7wiu5nn33GZ8a2bt1qMxARNtbs9b93hDu/JUcsXboUDQ0NOHDgAA4cOICjR4/i4sWLmJiYwMGDB3Hw4EH87ne/w4cffui139iuXbvQ1tbGz+lw5513YsmSJfwcDBKJBAzD8L8L8y5hnvTd734Xn3zyCQDgpz/9Kd9tKBC2nePpGiRCiGdQYEGIG+655x48/vjjGBkZwYEDB3DbbbfhnXfe4buG2LrCyhUWAl90i3GFcLjQnp4eu2l9dwi7BPT29mLRokU2nyvsriV8nTcIA4vh4WGHh6odGBjApk2b+KLj5557zqWr4d4g3KdLly65vTydTgdgusB6586dMz7/F7/4BX+7ra3NZmAxPDzM305PT3dzK13/LTlKJpPh5ptvxs033wxg+vfy8ccf43//939x6tQpnDp1Cg8++KDFsLPcVWt7E64B9ruDNTc38128fvzjH+O//uu/rD7PExmqmbz44ot47rnnAEzXd1krgBbyp2331+MQIeQL1BWKEDfcfffd/FW6f/7znwC+6LqhUChsNuSE/ZHLy8tdXn9xcTF/++jRo06/3tGrfsLA58SJE3afy42sZP46bxDOtH3+/HmHXjM6OoobbrgBTU1NAIBf//rXePjhh72yfa7o6urib3urGN8TuPc7JCQECxcudHt5rv6WXJWWlob7778fFRUV/O/o/ffft+jGw2XBuKJhW+x9/86cOcPfvuOOO2w+T1h75Q2ff/45HnnkEQDTx6C///3vMx4DPLXtnsgw+OtxiBDyBQosCHFDWloarrvuOgDAhx9+iMbGRnz66acAgM2bN5tcfRYqLi7GvHnzAExfQZycnHRp/cuWLcP8+fMBAC+99BLUarVTrxfWKHBXtq1Zvnw5393l73//u82rt+Pj4/xEfEuXLvVq3QcArFixgt+H6urqGZ+v1WqxZcsW1NTUAAD+3//7f/jhD3/o1W101r59+/jbwsDJVa+++ipYlrX7JyzoPnz4MH+/vS563PutUqncrrEAXP8tuUuhUGDjxo0ApieCMw8guInbxsfHce7cOavL0Ov1eOutt2yug5v0ELCf2XjhhRcc3WyntbS04LbbbsPU1BRSUlLw7rvv2q0v4Hhq2x091tjjr8chQsgXKLAgxE1cF42pqSnceeedfP2Eva4bUqkUP/7xjwFMd1G555577J5sx8bGrI7HLpVK8fjjjwOYntPhnnvusTnSDcMw/Og6HOEJlxv+1pqQkBB8/etfBzDdH1/YXYbDsiweeeQRvqCcuzLqTUqlkh/9RXiF0hq9Xo9bbrmFzxB9+9vfttmtw56rrrqKH7GLm/XbEa+++uqMAeTvf/97fPjhhwCmG7TWRvpydf2epNPpcPr0aQBwey4SIVd+SzM5duwYLl68aPNxvV7Pzx4eGRlpEcBwQQcAPPvss1aX8b3vfc8k02QuJyeHv21rtK8///nPePfdd20uwx2jo6PYunUrBgcHERISgv379/MXJGbiqW139Fhjj78ehwghX6AaC0LcdMsttyAqKgrj4+N8t4G4uDhs3brV7uu++c1v4tChQ3jnnXewb98+1NTU4MEHH8SqVasQExODsbExNDc34/PPP8d7772H0NBQqyfJhx9+GAcOHOCXVVBQgG9961tYsWIFwsPDceXKFVRWVmLPnj246667TPpUq1QqhIaGYnJyEj/96U+hUCiQkZHB9yufO3cuwsLCAAD/+Z//ibfffhutra342c9+hoaGBtx///1IS0tDW1sbnn/+eXz++ecApofQfeCBBzzw7s5s27ZtOHLkCKqqqjA+Pm6zgHvnzp18weo111yDr33ta3aHoVQqlXb7cDvrZz/7Gb7//e/j1ltvRWlpKbKzsxEZGYnx8XE0NDTg//7v//igR6lU4sUXX/RIgbs3HD16FFNTUwCmv/+e4upvyZ5PP/0Uv/jFL7B+/Xps2bIFhYWFSEpKwsTEBM6fP48XXniBz2B97Wtfg1xuelpUqVRYu3YtKioq8Ne//hV6vR733nsvYmJicOHCBbz44ov47LPPsG7dOhw/ftzqNqhUKuTn56OxsRF/+ctfMDw8jF27diEtLQ2dnZ345z//iTfffBMlJSVudY205dFHH8XZs2cBTA+5GxkZafe7n5yczBexe2rbnTnW2OOvxyFCyL/5dJ5vQoLU/fffzwLg/x588EGHXqfX69mHHnqIlUgkJq+39rdgwQKby9FoNOxtt9024zKefPJJi9f+x3/8h83nHz582OS5bW1tbG5urt11lJSUsIODg1a388knn+Sf5ykDAwNsSEgIC4D9+9//bvN5M7035n8ZGRlWl7Nq1SoWAKtQKGzupzUZGRkOrXfevHnsJ598YnM5rq7fHuHnYv6ZW3PfffexANi8vDyPrF/I1d/SK6+8wr+mra2Nv1+4b/b+tm3bxmq1WqvLPnv2LJucnGzztT/4wQ9srp9TW1vLxsXF2VxGQUEB293dbfe3am8d9h7buHGjU99983V7YttZ1rFjzUzvI8v67jh0+PBhp34XhBCWpa5QhHjAvffea/JvR7tuKBQK/OlPf0J9fT0effRRFBQUICYmBjKZDDExMSgqKsLXvvY1vPnmm/wVR2vCw8Oxb98+fPbZZ9i1axcWLFiAsLAwKJVKzJ8/H1u3bsVf/vIXfP/737d47a9//Wv89a9/xfr16xEfH2/3KnlmZibq6+vx/PPPY+PGjUhISIBCoUBKSgo2b96M1157DUePHvXpKCwJCQnYvn07APAzNHvL5OQk6urqAEx/xs7s58GDB/Hss89i+/btKCwsREpKCuRyOaKiopCdnY1bb70Vr7zyCs6dO4dNmzZ5fP2eMjk5yQ8B+61vfcvjy3f1t2TLD37wA7z11lt46KGHsGbNGqSnpyM0NBShoaHIzMzEjh078P7772P//v02r5jn5uaipqYGDz30EDIyMqBUKpGUlITNmzfjgw8+wDPPPDPjdhQVFaGurg7f/OY3kZGRAYVCgfj4eKxatQr//d//jaqqKr+tBfDUtjtzrLHHH49DhJBpEpb1wYDThBDiRSdOnMCaNWsgk8nQ0tLi8LCzzvr8889x9dVXQy6X49y5c/yMzr4y2+sHpkds2rVrFxISEtDe3u7XI1cRQgjxLcpYEEIC3urVq7F9+3YYjUZ+lmlv4Ip877777llp1M/2+hmGwa9+9SsAwOOPP05BBSGEEBOUsSCEBIVz584hPz8fUqkULS0t/HC+nnTttdfiyJEjOHv2rMloOb4y2+t//fXXceeddyI9PR3Nzc0OFdsSQggRDwosCCFB47XXXkNLSwuuv/56rFu3brY3J+js3r0b58+fxzXXXIMNGzbM9uYQQgjxMxRYEEIIIYQQQtxGNRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHEbBRaEEEIIIYQQt1FgQQghhBBCCHGbfLY3gBDiPJ1Oh9HRUSgUCoSEhECpVEImkwEAJBLJLG8dIYQQQsSIAgtCAszY2BiOHj0KhmEglUphNBoBAHK5HAqFAgqFAkql0u5fSEgIFAoF5PLpQwAFI4QQQghxl4RlWXa2N4IQ4pjh4WFUVlbygcBVV10FhmGg1+sxNTUFvV7P3+b+be22wWAAAMhkMotAxPzfXEaE+6NghBBCCCHWUMaCkADR19eH6upqzJ07F+Pj49BoNJBIJJDJZAgLC0NYWNiMy+CuIzAMYxGICP+vVqstAhJrwchM2REuM6JQKABQMEIIIYQEMwosCAkAXV1dqK2txYIFCzB//nw0NDS4tByuYS+TySCTyRAaGjrja8yDkampKeh0Ov62tWCEu48LRqRSqUUg4khmRCKRUDBCCCGEBAgKLAjxYyzL4tKlS2hoaMCiRYuQlpbGN7Z91YvRWjASFRVl9zXCYMRgMNjMjGi1WoyOjpp005qamuLXaysIsZYZoWCEEEIImV0UWBDip1iWxYULF3Du3DksXboUycnJ/GO+DCxcYR6MhISEzPgabn9YlsXk5CSOHj2KvLw8k25bU1NTfDBi3lWLW6+tzAjXLUv4f+5xCkYIIYQQ91FgQYgfYhgGZ8+eRXt7OwoLCxEfH2/yeDA2grl9kkgkfCASGxsLpVJp8zXCYMQ80BBmQSYnJzE+Pm6RGWFZFhKJxKmaEWEwItxuQgghROwosCDEzzAMg/r6evT09KCoqAjR0dEWz/H3jIWvmAcjzmZGDAaDRc0IF3xwwYh5kCIMRpypGVEqlRSMEEIICWoUWBDiR4xGI06dOoXh4WEUFxcjIiLC6vOCvWHK7Z83gidh455r8Nt6n4VYlgXLsjAajXzNiPlwvnq9HhqNxuJ+bj/MMyNyuRyhoaE2MyMUjBBCCAkkFFgQ4iempqZQVVUFrVYLlUpld/hYqVQa1BkLbwYWruLqMKRSKRQKhdPBiHlmZHR0FF1dXUhLS4NGo7HImDAMAwAmmRFhvQj3b/PMSEhICAUjhBBCZgUFFoT4AZ1Oh8rKShiNRhQXF9utKwCowRgozIOR8PBw/rHw8HD09fUhPz/f5DXmwYitSQ+1Wq3F/VwwIpfLnaoZUSqVkEql/DYTQgghrqDAgpBZptVqUVlZCblcDpVKxc9sbU+w11j4Y8bCV+wFI7Zw7xPXTctaEbter8fExIRFzYjRaAQwHYzMNAu7eUAik8n4bSaEEEIosCBkFo2Pj6OiogKRkZFYunQp31CbCXd1OZgFe/DkSVzDXi6XOxSYAqbBiK3MiF6vx9jYmEW2xDwYmSkzIhzul9s+CkYIIST4UGBByCwZHh7GiRMnEB8fj8WLFzsVLFCjLDjMZuBkHozYq+nhmM/CbquIXTiallqthkQi4YMRmUxmdzQtW7OwC7eZEEKIf6LAgpBZ0N/fj6qqKqSlpSE7O9vpDIQYruYH+z4GYiPZ2izs9hiNRhw6dAhXX3015HI5H3yYD+/LBSDCOUb0ej0MBgOA6QydM7Owc1kU4TYTQgjxPgosCPGx7u5u1NTUIDMzE+np6S41fKgrFAkkEonEJBiJioqy+3zzzIitrloajQbDw8MmAQk3CztXo2KvZsR8Fna5XE6zsBNCiBsosCDER1iWRUdHB06fPo2cnBzMmTPH5QYMNXwCHwVOtjmbGQEsZ2EXBiLC/2u1WoyOjlrMwg58EYw4WjNCwQghhJiiwIIQH2BZFi0tLTh79iyWLFmC5ORktxoiwT6PBUANb+Icd2dht5YZEQ7tOzY2ZnE/tz6uKJ2b7HCmzIhCoaC5RgghQYkCC0K8jGVZnD17Fq2trSgoKEBCQoLbyxRDY4QCC+Jt7gYjBoMBer0eHR0dGBkZQVpaGh+gTE5OYnx83CIzwrIsH4w4M9cIBSOEkEBAgQUhXsQwDE6fPo3u7m4UFRUhJibGI8sVS8Mi2AOLYN+/YCRs3HON//DwcOh0OsyfP9/qa8yDEfMCdi4LwgUj5sP7CoMReyNqmY+mpVQqKRghhPgUBRaEeInRaERNTQ0GBwehUqkQGRnpsWWLpXg7mAX7/pEvWAtGIiIiZnydcBZ2a120hEXs5vdxwYwzmRGuuxYFI4QQV1FgQYgXTE1Nobq6GhqNBsXFxQ7NEeAMsQQWdEWfBAJvfU/NZ2F3NhixV8Su0WgsMiMMwwCASWZEGJAIgw9hzYhSqeSPSRSMECJuFFgQ4mF6vR4VFRUYGRnBihUrPB5UiEkwBxYUOAUXf2lQmwcj4eHhM75GOAu7rUBkamoKQ0NDmJychFKp5O/nghG5XG43M8IFIsKaEZlMxm8zISQ4UGBBiAdNTEygoqKCP2EqlUqvrEcsGQtCiPeZz8JuKxi5dOkSBgcHUVxcbBKM2MuMTExMWGRGuFnY5XL5jLOwm9ePUDBCiH+jwIIQD1Gr1aioqEB4eDjy8vJw9OhRr12RFktgQVf0SSAQy/eUKyIHLIMRRzKz5sGItVnYp6amMDY2ZlHYzgUjMpnMIggx75Zl3nVLLpebbDMhxHsosCDEA0ZGRlBZWYm4uDjk5uZCKpV6tWEshhOkGAKLYN8/MRHDb9Ld76s7wQg3CzuXGTEvVudG0xLebzAYAEwHIzMVsVubhV24zYQQx1BgQYibBgYGUFVVhdTUVGRnZ5sUMXo7Y8EwjCiyF8GIGizBQ0wBoq+/t+7Mws4FI9YyI3q9Hmq12iIzwgUjwhG8rNWK2HpMuM2EiBEFFoS4oaenB6dOnUJGRgYyMjJMTigUWLhHDBkLQgKJsCuUP7MWjERFRdl9jTAY0ev1OHLkCHJzcyGRSExqRrRaLUZHRy0mPgTAF8ybBxszZUa4gntCggEFFoS4gGVZXL58GfX19Vi4cCHmzp1rcWLwVWARrMQQWAT7/omJGBqGgRJYuEIYjHAzsMfHx9udjV048aF5AbuwWxYXjJh31QK+CEZmGk1LWMBOwQjxZxRYEOIklmXR2tqKpqYmLFmyBMnJyVYP8L6osQjmwCLYUaMgeIglQBTbfs70GxUWsnND6Tq6bC4YsRWQTExMYGxszCRbYjAY+OBOmA1xZDQthUJBEx8Sn6DAghAnsCyL5uZmtLS0ID8/H4mJiTafSxkL94ghY0FIIAnmjIWQo4GFK9wNRgwGg81Z2CcnJzE+Pm7RTYv73JydhV2pVFIwQpxGgQUhDmIYBg0NDejq6sKyZcsQGxtr9/kSicRrDX8usAjmhrcYTmTB/PmJjRi+r4A49pM7bvvLvgob91zjfybmwYitzIharcbAwACio6NNAhUuGOEmPnS0ZoSCEUKBBSEOYBgGNTU1GBgYgEqlQmRk5IyvoYyF+4K54U0n3eARzN9TIbHtZyD/Rq0FIxERERbPGxsbw9DQEFavXg1get9ZlrU5Czt3W6PRWEyGyL1vjmZGhMEJBSPBgwILQmYwNTWFkydPYnx8HCqVyuastOYosHAPdYUigUQMDSLqChV8zEcW5IrCuaJya8GIOWEwYm8Wdq1Wa3E/dw4TFrBbC0isZUaEQ7sT/0GBBSF26PV6nDhxAnq9HiqVyqEx1Dm+aBgHc2ABBP8V0mDfP7EQ0+cohkacmAILTwSL5sGIIxffhLOwC4MNa0Xs5vdx5z2um5atWdi528J/y2QyfpuJd1BgQYgNExMTqKyshEQigUql4ic/chRlLNwT7Af+YN8/QFwNbjEQU8ZCLMO5ztZcSOazsDtCGIzYy4xwQ/sK7zcajQCAuLg4rFy50qFZ34lrKLAgxAq1Wo2KigqEhYUhLy/P4QOfkFQq9XrDKpgbbtQVigQSMTRCxfJ7FEsABQTWvpoHI44EB+YTH5aVlWFycpICCy+iwIIQM6Ojo6ioqEBcXBwWL17Mp06dRV2h3CeWhgwJbGL5nrIsOytXt30tkBrb7mIYJqj3VTjxYWhoKFiWdfmcThxDgQUhAgMDA6iqqkJKSgoWLlzo1kmUAgv3BPPJDvhi/8TUiAlmYvkMxbCfYvpNiiVY5MxW1y8xocCCkH/r7e1FdXU10tPTkZmZ6ZGCNuoK5TrqCkWIfxFLg1ss+wkEf8ZCiLsQR4GFd1FgQUSPZVl0dnairq4O2dnZmDdvnkcOtJSxcI9YAgsxNWKClRi+p4C49lMsv0kxZSwosPANCiyIqLEsi7a2Npw5cwaLFy9Gamqqx04oFFi4L5gbMmJpuIiFGD5PsTS4xXYVXyz7yp1PKLDwLgosiGixLItz587h4sWLyM/PR2JiokeXT12h3COWkx0JfMH8OzQnht+lWAIogDIWxPMosCCixDAMGhsbcfnyZRQWFiIuLs7j6/B2YCGRSII6YyGWrlCEBAqxNLjFsp+AuPaVAgvfoMCCiA7DMKiqqsLg4CBUKhWioqK8sh7KWLgvmPdPOCoUCXxiaJyJ5bsqtsa2WBra3L6K5bOdLRRYEFExGAw4efIkhoaGEB4e7rWgAvBNRiHYMxaEBAKxNETFtJ9iaWyL5TMFxLWvs0kcvxxCAOj1elRWVkKj0SAjI8PrJw7KWLhHLF2hxLCPYiCWBosY9lNMDVAxZSyMRqNo9nU20TtMRGFychLHjx+HwWCASqVCSEiI16/2U40FsUcsDRdAXPsazMTS4BbLfgLi2lcxBVGzibpCkaCn0WhQUVGBkJAQ5OfnQy6X++RquFQqpYyFG8SSsSCBTyzfUzHtp5ga22LaVwosvI8CCxLURkdHUVlZiejoaCxZsgQymQyAbxqt1BXKPRRYkEAihsaZWBrcYtlPQHz1JFS87X0UWJCgNTg4iKqqKiQlJSEnJ8fk4BkMgQV1hQpsNCpU8BDTZyiGRpmYAguxZSzEsq+ziQILEpR6e3tx8uRJzJs3D5mZmRZXZHzRTckXDf9gbtBQxoIEEjE0WMTyexRTA5RlWT6TH+yoK5Rv0DtMgk5nZyeqq6uRmZmJBQsWWD2Q+KLR768Zi8HBQcyfPx+hoaFYunSpF7bMMzz1/v3yl79EWFgYGhsbLR6bmJjAU089hfz8fMTExGDBggV44IEH0NXV5fZ6HV2+p74jM32uPT09iI2NxWOPPeaR9RHxEcuVfLHsJyCuIIoCC9+gd5gEDZZl0draitraWixatAjz58+3ecAMhq5QgGuN0h/+8IcYGBjwwtb4n97eXvz+97/H9u3bkZ+fb/LY5OQkNm/ejKeffhoajQZbt27FvHnz8I9//ANr1qxBa2urW+ueafnt7e1uLd/cTJ9rWloavva1r+Hll1/GhQsXPLpusRPLlXxAPJkZsTRAxbSvFFj4Br3DJCiwLIvz58+jqakJeXl5SEtLs3sCDIbAwpXlf/bZZ/jnP/+Jr371q17aKs/xxPv329/+Fmq1Go8//rjFY08//TROnDiBNWvWoKGhAf/85z9x7Ngx/OY3v0F/fz8efPBBt9Y90/Ifeught5Yv5Ojn+r3vfQ8Mw+Cpp57y2LrJNLE0uMWyn2IhpoyFmIKo2UTvMAl4DMOgsbERFy9eRGFhIZKSkmZ8ja9qLLy9Dme6Qk1MTOCRRx7BkiVL8N3vfteLW+UZ7r5/Wq0W//znP5GXl4eioiKTx/R6PV544QUAwB/+8AdERkbyj337299GQUEBjh07hpqaGpfW7ejyL1686NLyhZz5XOfOnYuNGzfi3XffRW9vr9vrJtPE0hAVU2AhlgaomPaVMha+Qe8wCWgMw6Curg6dnZ0oKipCXFycQ68TY8bil7/8Jdra2vDcc89BLnds3IazZ8/iW9/6FhYvXozo6GjMnz8fX/3qV9HZ2enqZjvFnffvrbfewujoKHbs2GHx2PHjxzE6OoqsrCyLoAMAbrnlFgDABx984NK6HV1+dXW1298RZz/XO+64A1NTU3jttdfcWi8xJZYGtxiIJYACxLWvFFj4Br3DJGAZjUZUV1ejv78fKpUK0dHRDr82WIq3HV1+Q0MD/vCHP+Cee+5BaWmpQ6/561//ilWrVuHVV19FWloavvzlLyMmJga7d+/Gxo0bvX7F292T3UcffQQA2LBhg8VjDQ0NAACVSmX1tdz91gq+HeHo8i9duuTS8oXrcfZz5d4P7v0hxFFiaYSKZT8BcTW2xbSvs4neYRKQ9Ho9KioqMD4+juLiYkRERDj1+mDIWACOXUFkGAYPPfQQYmNj8atf/cqh5R44cACPPfYYMjMzceLECXz++efYvXs36uvr8eCDD6KrqwvPPPOMu5sPANi0aRNCQ0Mt/lQqFYqKiqw+9o9//GPG5ZaXl0Mul1vNGFy+fBnAdNcga7j7Ozo6XNonR5ff19fn8nfElc8VALKyspCYmIiTJ09icnLSpXUTU2K5kg+IJzMjhv0ExLWvFFj4Bs1jQQKOTqdDRUUFWJaFSqWCUql0ehm+Ciy8mRVxdB/+9Kc/4eTJk3jxxReRkJAw4/PVajUefvhhREZG4r333sOCBQv4x2QyGX71q1/hr3/9Kz777DP+/tdeew1//vOf0dLSgqmpKSxatAjf+973rHZDMnf99dcjIyPD4v7R0VEAQExMjMVj2dnZdpfZ19eH3t5eZGZmIiwszOo+ArD6GAA+UB0fH7e/8TY4unx3GvbOfq5COTk5qKioQHNzs9XAizhPDI0zsQRQ1NgOTmL6XGcTBRYkoGg0GlRWVkKpVCI/P9/hWgFz3IHUmwcaf8hYdHR04Gc/+xnWr1+Pe+65x6Fl/u1vf0NfXx++//3vmwQVnIiICCQkJGBoaIi/b2RkBFu3bsWyZcsQEhKCAwcO4J577kFoaChuuukmu+uzNmITAJw7dw5Go9GluTb6+/sBwOGam0DjyucqFB8fD+CL94m4hxrcwUUs+wmIa1+NRqNogqjZRIEFCRhjY2OorKxEVFQUlixZ4tZsodyBlGEYr8066g81Ft/5zneg1+vx/PPPO7zc9957DwDw7LPP4tlnn7X5vNzcXP72o48+avLYtddei/r6euzdu3fGwMIWd94/LtshHI1JiLt/YmLC6uMajQYAEBUV5dL6HV1+aGioS8t35XMV4vaLe58IcZQYGqFiGoJVbBkLVy9GEsfRO0wCwvDwMCorK5GYmIhFixa5fSDkThqz3fD39vI//PBDxMbG4pFHHjG5X6fTAQC6u7uxadMmANPdmVJTU9HQ0ICQkBDcfvvtdpdtPuGcuYSEBExNTc20G3jmmWdw7tw5i/vHxsbAMAxiY2MtHrv//vtRUlJic5lc9ymuS5K5+fPnA4DNGba5+9PT0+1uuy2OLj85Odml74grn6vQ2NgYAOvdzIhrxNAQFcvVbbHsJyCufRVTEDWbKLAgfq+vrw/V1dWYO3cuFixY4JEDg1gCC2C6m9KxY8esPjY5Ock/Njk5Cb1ej7GxMWRmZuKll15yepsMBgO0Wi0OHjyITz/9FHv37p3xNZ988onN7bNlw4YNdgMLbi4TYXctoYKCAgBAbW2t1ce5+2cKnmxxdPnWaksc5cznam54eBgAHJrzhcxMTF2hxEBsjW3aV+JJFFgQv9bV1YXa2losWLAA8+fP99hBwReBhbcn4XMksLBVHNze3o7c3FxkZWWhqanJ5LGwsDB0dnZCrVbb7EpkzZUrV5CZmQlgusj7j3/8I2644YYZX3fo0CGr91+8eBETExN8I90ZycnJSE1NRWdnJ7RaLcLDw00eX7duHWJiYtDa2or6+nosW7bM5PF33nkHALBlyxan1+3M8leuXOnSd8SVz1Xo/PnzCAkJMenORtwjhgaLWBrcLMt6rYusvxHTBHli+lxnkzi+TSTgsCyLtrY21NTUICcnx6NBBWBavO0tvije7uzsRHt7OwYGBqDVaj2yvmuvvRYGgwEPP/wwtFqtyWMsy+Lw4cMoKyuzeF1iYiLKy8vx8ccf4zvf+Q6++93v8g1oV7j7/pWUlMBoNKKurs7iMaVSiW9+85sApmfC5moeAOCPf/wjGhoasH79ehQXF5u87he/+AVCQ0Px9a9/3e66HV1+Tk6OS8t3R0tLCwYHB7FixQqXazyIeIklsBALMV3Fp65QvkEZC+J3WJbFhQsXcP78eSxduhTJycleW5c/DAfrLKPRiPLycshkMhw4cACvvfYa5s+fj5SUFMhkMoSHhyM8PBxhYWEIDw9HRESExW1bXYSA6Zmcjx8/jtdffx2fffYZiouLERcXh6GhITQ0NKCnp8dqwCCXy7F8+XIAwFVXXYWhoSH89Kc/5WeZ9rXNmzfjrbfewtGjR7Fu3TqLx3/0ox/h8OHDqKysRH5+PkpKStDR0YGqqiokJSXhL3/5i8VruO+LQqGYcf2OLP/ChQsuL99VR48eBQDceOONXluH2IilISqmjIVYGqBi2lcKLHyDAgviVxiGQWNjIzo6OlBQUMAPi+lpEonEb2ognGEwGPDeG28g6p13oJuawqrz5xE+NYW3enpwNioKc+bMQUpKCpRKJWQyGf9nfjAdGRmxuY7FixfjhRdewD/+8Q/U1NTgs88+g1KpRGJiIlQqFX7yk59g48aNM27rsmXLHJrIzhZ337/bbrsNP/jBD/D666/jiSeesHg8NDQUBw8exG9/+1u8/vrreO+99xAfH49du3bhySefxLx58yxew82offfdd8+4fkeWbx5YOLN8V73++utQKBTYtWuX19YhRmJpcIuBWAIoQFz7KqbszGyiwIL4DYZhUF9fj87OTqSlpXktqOAEWmBhMBjw1ltvYaiuDtuPHAEMBjBGIyRSKZojI1GuVKK1tRXt7e1ITEzk53DgThxcgMEFG6+88gpWrlyJS5cuQalUmvy1t7dj2bJlFrUBwHQtxV/+8hc+MyLMkERERGDu3LmYM2cOKioq3CpOdvf9CwsLwz333IPnnnsONTU1Ft2auOc8+eSTePLJJ2dcHsMwKCsrwzXXXIPS0lKHt2Gm5XP76MryzWVmZtqddK+zsxNHjx7F9u3bkZKS4tI6iCVqcAcXsewnIK6r+GLa19lEgQXxC0ajEadOncLw8DDi4+Ndmk3bWYEUWExNTeHNN99EW1sbInt6YAQg4xqkADIB1P17NmcA0Gq10Ol0mDNnDubMmQOpVAqj0cj/MQyDyMhITExMYHR0FHq9HlNTU9Dr9TAYDKivr+fn+LD2Nzo6apIN2bt3L3Jzc/nhgC9duoTXX38d//u//2uyH++99x60Wq1F9yxhYBIeHu6xz//xxx/HK6+8gmeeeQZ79uxxa1l1dXUYGRnBf/7nf3pk2wDTq9zeWL653//+95BKpV5dBwluYmhwiy2wEMu+iqnb12yiwILMuqmpKVRVVUGr1UKlUuHSpUterX3g+MOoTY7Q6/XYt28fLl26hIGBAcSPjoJVKCBlGCgUCjAKBVbFx6Nn9WpMTU1Z/HV1dWHevHnIyMgAy7LQaDTQarVYunQpsrOzLdan0+lQUVEBhmFMghHub2pqyiJICQkJQUVFBbRaLcLCwpCdnY1nn30W69atQ0tLCxQKBZRKJZqamqDRaPigxBaZTAadTsd3jYuIiMDixYttzsJtqyGQnJyM7373u/iv//ovNDY2ujx8LAAUFxfbzQa4ivuOeGv5nJ6eHvztb3/DV7/6VSxatMhr6xErMTTOxNLgFst+AuJqbHtzQlzyBQosyKzS6XSorKwEwzAoLi6GUqn0eoOfI5FIvF687e7ydTod3njjDVy+fBn9/f3Q6XSYHxoKRi6HwmiERCKBMiIChWlpuJSdjbOdnTaXNTAwgMLCQqxbtw5xcXE232OWZaFSqaDVak3+7E12t2DBAj7QuP7665GVlcVnQDQaDfR6PfR6Pdra2qDX6/n3xTwTIuyqpdPpMDU1xQ8RGBMTYzOweOmllzA6Omq1UP3aa6/FTTfdhLCwMHR3d/NZEW8WSDvKl42XtLQ0u7U1xHVi6golBmILLMSyr9QVyjcosCCzRqvVoqKiAgqFAkVFRZDLp7+Ovhim1RfrcXf5k5OTeP3119HZ2YmBgQHodDqkpaUhoa8PkXFxkPT3AwwDyOWICA/H7UVF6LnxRpSXl+Ps2bMW6zYajaitrUVdXR3WrVuHa665xup6Q0NDcfPNN1vcPzU1Ba1WC41Gg4mJCf62VqvFxMQEf5ubc8ScXq/Hp59+CmD6ZGYtGyLMiuh0OhiNRnR3d8NoNCIhIQFGoxFKpZLPgHB/ly9fxsTEhNVAxRaFQoHw8HAsX77c5mR7fX19kEqliIiIQGhoqGhOwITYIobfgFi6B7EsK5qMhZj2dbZRYEFmxdjYGCorKxEZGYmlS5eapCclEgmMRqPXt8GfA4uJiQns3bsX3d3d6O/vx9TUFNLS0hAVFYUV8+dD3tEBo1wOiV4PyGQAy0Jy8SJSVSrceuutGBgYwPHjx9HQ0GCRNWFZFomJiU5vk0KhQExMDGJiYlzaJ4lEgi996UsWgYnwtvBzHx0dhVarRVpaGgDw8z5w2Q+uLkSn0/F1IsLghLsSJ8yCWPtbsGABxsfH+WBFeOJ59913ceXKFQDTXee4OhAuK2LvLyIigtLuIiKWhijtZ/Dgzk9i2FeAMha+QoEF8bnh4WFUVlYiISEBixcvtvihS6VSGAwGr2+Hv9ZYaDQa7N27F1euXEFfXx8MBgNSU1MRExODu7ZvR8QzzwASCRiFAlK9HpDL+cCCk5iYiJtuugkbNmxAZWUlamtr+fc0NjYWeXl5HttPRykUCn6eC2tYloVer+e7Xl28eBHd3d3IzMyEVqvFvHnzrM4ErtPprAZKXI2ItVoRg8HAZ0R6enpw4sQJ/v2Ry+V8VuTcuXPQ6XRWu2rNlBVZuXIlNm/ebPWxM2fOYGpqCp2dnejq6kJSUhLCw8MREhIimpN8MKEuQsFFLFe2uYtOYthXgAILX6HAgvhUf38/qqqqkJaWhuzsbKs/cm/XPgjX42+BhVqtxp49e9DX14e+vj4YjUakpaVNBxV33YXEiQn+uey/u47xGYuuLmBiAggL458TGxuLzZs3o7S0FJWVlTh16hTWrl1r80p6X18fRkdHsXDhQp83ICQSCUJCQhASEoK4uDgwDIOIiAisWLHC7usUCgUeeOABiy5Ztm6bf7dKSkqQl5cHhmH4uhC9Xg+dTgepVAq5XG5RtM4FK8KhfM2Dj6GhIXR0dFh03VIoFCgvL0dvby9aW1vR2trKj4IlnODQ1l9SUhKSkpK89jkQ14ilwS0GYgqgAHF8dwEKLHyFAgviM93d3aipqUFmZibS09NtHsx8WWPhTzNvj4+PY/fu3RgYGEBvby8YhkFqaipiY2Oxc+dOJCQkQFJbyy0crFwOViYDuPeRZSFpbQVrJRsRGRmJ6667DiUlJXaLlo8cOYLm5makpqaipKQEubm5s3YgdvT9k0qlDs/JwLIsdDqdScDBdbWSSqV8YANM14QkJCRAr9fbXJ6tkbOMRiOkUin6+/tNum5xXb3q6+v5Ua/6+/uhUCj4wGRkZMQiKyL8raxatQo33HCD1e05fPgwNBqNydC95n++GMqZBCcxNbjFsJ+UsSDeQIEF8TqWZXHp0iU0NDQgJycHc+bMsXvQ9uWoUP6UsWBZFgaDge/Tn5qairi4ONx11138ZHeS/n5u4YBUCmNICBTTL56++8IFq4EFJ0yQzTDX19eH5uZmANOT4L311ltITEzEunXrkJ+f7/N6AW98PhKJBKGhoQgNDUVCQoLd5yqVSvzwhz+EwWCwWahufpvrxsWyLAoLCy1GsTIajdDr9aioqIBer8eVK1f4onBrQ/lygYgwK5KamorTp09bFLArlUo0NDRgaGjI7mfFFa2bzyOSkZGBxYsXu/8mi5BYruQD4ri6LZbAQmwZC7F0cZttFFgQr2JZFhcvXkRzczOWLFmC5OTkGQ9iwdIVijuAOXqSCg8PR35+Pjo7OxEZGYn4+HjcddddJsXSwsBCAkAfHo7Q6ZVM393S4vL2Hj9+3OK+gYEBvPfeezhy5AjWrl2LoqIinw7T6g8NNrlcjujoaERHRzv0fIZhMDk5afV9kslkUCgUWLRoEbRaLcbHxxEbG2s3EDDvfjV37lxERETwQ/kODw/zGZGzZ89Cq9Xy67L2Z6uYHYDNwOKNN97A0NCQxVC+5re5f3MjvImJGBpn/vB79AWxBBbceVYM+0qjQvmO+I7+xGdYlsXZs2fR2tqKgoKCGa8Qc3zVFcoXxduAYycpg8GAuro6REdH4/vf/z4OHjyIrVu3WjRmpcKMBQBDZCRgMHwRWFy6BOj1gAvdXbKzs9HT04OBgQGLx0ZHR/Hxxx+jrKwMq1evxvLly/kuQ94SqCc7qVSK8PBwm4/L5XLcfffdAIBPP/0UK1asQFhYmMW8IdZGzZqYmEBOTo7ViQ1ZlkV5ebndYXwNBoPF5IZcViQqKgohISEmtSDc7ZaWFpPZ1mcaylepVPLF6FqtFtdee63V56nVasjl8oAvWhdDg1tMV7fFEliIqaEttm5fs4kCC+IVDMPg9OnT6O7uRlFRkVNDlAbTBHnAzI2Oqakp1NXVQalU8l2OuIanxTK5Rv+/l62LjARGR/nAAkYjJO3tYF2YWbmgoAB5eXk4d+4cysrK+C5ZQmq1Gp9++imOHz+OFStWYNWqVXYb0e7wVYDpD7gGfGxsrMvLYBgG69evtxqgaLVam0M4sywLhmGwYsUKLF261KSAXa/XY2xsDH19ffxwwOZF6/aG85VIJIiJiYFer7cajLz11lvo6OjggzFHh/INDw/3u6F8xdAQBcSxn2IJLMQyXwdAgYUvUWBBPM5oNKKmpgaDg4NQqVRWhwi1J1i6QtkLLEZHRxEdHc0HFaGhocjPz7d/0JucBMbHTe5iwsJMMhYAILl40aXAApg+6C5ZsgS5ubloaWnBsWPH0GllNu+JiQkcO3YMJ06cQHFxMdasWYOoqCiX1mlPsAcWnjypy2QybNiwwepjXNG6vaxIRkaG1awiN+9JfHw8f5+1onXuPuFQvkajEUlJSTh27BiAL4by5f4uXryI8fFxyGQyk4wIF6zY+z0UFxdjy5YtVh9ra2uDwWAwKWJXKpWiaUR5A2Usgo+YMhbc91cs+zubKLAgHjU1NYXq6mpoNBoUFxfbLRa2JZhm3gYsG8e9vb3Ys2cPFi5ciMTERH6SwJkOeHx9xfTCAYkERoUCbEyMRWDhiW1fuHAhsrOzcenSJZSXl6O1tdXieXq9HpWVlZBIJLjuuuvcXq/5NhDPEBatCwMER7Asi507d9rMhAj/zL/rDMMgJCQE11xzjcVwvnq9HgaDgb/fPEixNpSv8G9kZARXrlwxCVQUCgUkEgmOHDmCy5cvm2yLXC7nsx3CgMP8dmxsrNOZo2APgAFxBRZiuZIvlgAK+CJj4W+ZzmBEgQXxGK6RaTAYoFKpXO6DH0yjQgGmjY6enh7s3bsXarUaH374IYqLi3H//fc7dBXFPLBglUpAKgUiIkwDi9bW6SyGBwpoJRIJMjMzkZmZia6uLpSXl+PcuXMmz5HL5Vi9erXb67K27mBvsAXCPkqlUmRlZc34PJZlMTk5aTJK1ujoKNrb2yGVSqFUKhEaGso/n5unxFZXOntD+er1ekxOTqK1tZUPVriuXgqFAg0NDdBoNDN21TIfyhcAli1bhptuusnqNp08eRJjY2Mmo2mFhYVBrVb7ZFLP2eTv31NPEkuDW0zDr3LBohg+19lGgQXxCK1Wi8rKSshkMrdHDvJVVyhfFm8DQFdXF/bu3QuNRoMrV64gJCQEfX19qKurszsjNb8888CCC9yio4GREbBpaWBzcsAuXOjxfQGAuXPnYseOHejr68Px48fR2NgIlmVRVFRksxuUOydoOgEEFolEgrCwMJMs5dTUFIaGhqw+XyqV4oc//KHFcL32hvWdEEwQWVxcDJVKxf+bCzj0ej3Kysogk8lMghFbQ/kKu13JZDKkpKSgubnZooBdqVSirq4OPT09FvvS2dmJ2NhYxMXFWdSCcHUj3KSggU4Mv0uxdBESS2YGEFcQNdsosCBuU6vVqKioQHh4OPLy8txONQZb8TbDMLh8+TJef/11aLVa9PT0ICwsDImJicjIyEBBQYFjyxOO1iSRgAkNBQsACgWMDz8MduNGz++EFcnJybj55puxYcMGVFRUYO3atTafe+TIEXR3d6O0tBTp6elOr0tMV0nFSKFQONX1iGEYPsgwr92SyWQICwtDaGgo5syZwwcptorWAVjNhsTGxoJlWYyPj0Ov15t036qrq4NarbbIgkxNTUGtVsNoNFod2lcikWDZsmU2A4uPP/4YfX19DhWtz9ZQvmLqCiWWjIVYAihAXEHUbKPAgrhlZGQElZWViIuL89gszcFSY8Gto729He+//z60Wi2uXLmC8PBwJCQkIDMzE7fffrvD2R2pMGMBfJGxAAAfzi3BiY+Pt1k8CwA6nQ7V1dWYnJxES0sL0tPTUVpaiqysLIcO8IHQTcgTxLCPniKVShEREYGIiAibz5FIJPjGN74BYPq91ev1Mw7lK/xbtGgRlixZYrFclmX5wMK8m9bk5CSMRiM/+pawVoTb7sjISFRUVFhMaqhQKHDu3Dn09fU5NJRvSEiISaCRlZWFVatWWX2uwWCw2t3LFWL6noopsBDDfgKUsfAlCiyIy/r7+1FdXY3U1FRkZ2d77EcbLKNCAdMzWHNzC/T09PAT32VnZ+PWW2916uqjSVcoqRQQ9FeHD94vZ506dQqTk5P8vzs6OrB7926kpaWhtLQUixcvFs1JzRax77+3SSQShISEICQkhJ+9fib2jgmFhYVWu2qNj48jJibGIovCDeVrNBqxZMkSZGZmmmRBRkdHodfr0dHRgZGREYuhfGea1FAmk0GpVGLFihVWj79vvvkmWltbHcqECP/sHcvF8J0VS4NbTI1tMe3rbKPAgrikp6cHp06dQkZGBjIyMjx6EPZVVyhvr+fixYs4duwY4uPjMTAwgKioKMTFxSEnJwe33HKLc10aJiYAtZr/JwuACQ0FdLrpO/wssGBZFo2NjVYf6+npwb59+5CUlISSkhLk5eVZPeCLJWNB/IutY5lEIsHmzZst7mdZFkeOHEFqaioiIiJMAg7hX3Z2NtLS0qwu+8iRI3x3MHtF61NTUyZD+RqNRkRGRuKTTz6BQqGwqAlpa2vD4OAgRkZGZixaFwoLC0NeXh5uvPFGk/3k3ofe3l4YjUY+EFG6MCGnPxNLYCGW/QQosPAlCiyIU1iWxeXLl1FfX4+FCxdi7ty5Hj8wBUPG4vz583jnnXdgNBrR39+P6OhovrvYtm3bnK5DkZh1g4JUCoSE+G1gIZFIcP/996O2thYVFRUYGxuzeE5/fz/279+PI0eOYO3atVi2bJlJsCWWwEIM+xjMJBIJlEol4uLikJKS4tIybrzxxhmL1m19T0pLS7F8+XKTYXy5rIharea7aZkXrdsbyndsbAypqakYHh7mgxXumCyRSPDZZ5/homBYa4VCYTF0r61hfSMjI01GB/NHYmlwi6mxze2rGD7X2UaBBXEYy7JobW1FU1MTlixZguTkZK/8SH1ZY+GNAObs2bN49913MTk5CYZh+KAiLy8PW7dudelAbhFYhIcDwuDEToHqbFEoFFi1ahWWL1+O06dP4/jx41ZHCBoeHsaHH36IY8eOYc2aNSguLuavgAZ7o5tOcsHB3YZofn6+3ccZhsHk5KRFbYhGo0FmZiY/R4m5mJgYq/ebT2poPpSv0WjE8PAw6uvrodfrTY6TZWVlOHPmDIaHh2fsqmXtPcnNzcXtt99udT/Pnj2LsbExkxnYucDEl0XrYgksxLKfgLgK1WcbBRbEISzLorm5GS0tLcjPz0diYqLX1hXIo0KdOXMG7733HiYnJ3HlyhW+aLOgoABbtmxx+cAmGRkx+TcbFQWT04GfZSyEZDIZVCoVli1bhqamJpSXl6Ovr8/ieePj4zh06BDKy8uxefNmm91GCBEbqVTKZwGcOfY+8MADFkXq5oEJd1s4lC8ArFy5EmvWrAEwHYiMjo6iqqoKubm5OHLkCEJDQ/mZ1q3NwM5tt3mtSHJyMlpbW02K17nbtbW1aGlpsbovSqXSbl1IQkKCSyPPWSOWBreYRkoS077ONgosyIwYhkFDQwMuXbqE7OxsrwYVQOB2hdJqtfj4448xMTGB3t5exMXFYXR0FHl5efjyl7/s1kHNeO21MK5bB0l/PyT9/ZC//z7Q1fXFEwLgyr5UKkV+fj7y8vJw4cIFHDt2DN3d3RbP02q1iIyMpK5QJGD462fozFC+RqPRJOAQFrvLZDKEhoZCIpEgKSkJ8fHxkEqlNofyFRatm/8plUqMjY1ZzMLOsixOnjyJ0dHRGSc1FAYq3HE1NzfXZmBRVlaG3t7eGYvWZTIZWJYVTWAhpqv4Yur2NdsosCB2MQyDmpoaDAwM8P1kvS1Qh5sNDw/Hddddh7/85S+Ij49HVFQUUlNTcd1113nmJBUWBjY9ffqvthYSQaNcwjDwz6aNJYlEgkWLFiEnJwdtbW0oLy9He3s7/3h6ejoyMjIwPDzstw02TxFD40UsAv2zlMlkiIyMtBjZiiNsbH/rW98Cy7LQ6XQzDuUrvK3T6bB06VIUFRVZLNtoNOLMmTMICwuzyH4YDAaLonXhUL4ymQwRERGoqamxOrFhc3MzOjo6ZhzKNzQ0FGFhYdBqtbjqqqs88r76MzFdxafAwncosCA2TU1N4eTJkxgfH4dKpUJTU5PPZsQGvJ+OlkqlHt2foaEhjIyMYNeuXTh69CiKi4ttnqTdJpUGTFcoWyQSCbKyspCVlYXLly+jvLwcFy5cQGlpKf+4ua6uLoSGhiIhIcHXm0uIqJkH+RKJhK/tiI+Pd2gZBoPB6sUCiUQCuVyOhQsXYnR01CRIsXVxgQtGuCAjIyMDCQkJfAZkYmKCv93c3IyBgQGrQ/kK/3p7eyGVSrFo0SJMTExAKpVCoVAEbeObMhbEGyiwIFbp9XqcOHECer0eKpUKoaGhHm+I2yKcsdrdWbxnWo+nrogPDg6isbERixcvRmpqKnJycpCQkICqqirvXHWXSgHhyc4Pi7edMX/+fNx5553o7+/nu9qZfz4sy+LDDz9Eb28vli5dipKSEpdH4fEnwZ6VEQOxfIbuNrBnKsDetm2byb9ZljWpD7E2Yhb32MKFC5GRkWF1uTU1NYiJibE7lO/g4CAaGhowMTGBjo4OTExMYO7cucjOzrbIgJj/2/w+b563PElMGQsxBVGzjQILYmFiYgKVlZWQSCRQqVT8zNC+6qIkzFh4k6f2p7+/H2fOnMGSJUv4hq6txrGnsIIRV1iWDciMhTVJSUkm/xa+dy0tLbhy5QqA6SL5M2fOICcnB6WlpZg3b55Pt9NTxHJSF4Ng/yxno+5AIpHw9Q/uWLt2LcbHx20O5avX63Hx4kUoFApMTEygr68Pp0+fxurVq7Fx40aTIXyFdSEajcZiiF8A/MSFMwUg3J9cLp+V74+YGtuUsfAdCiyICbVajYqKCn6CJOEVJl+O1gT4d2BRXl6OyMhIpKWloampCXl5eRaNYnfXYZegKxQLBE1gISQ80bIsi2PHjlk858KFC7hw4QIyMzNRUlKCBQsWBH0Dj/gfMWQsArmgeeXKlTYfMxqN+Pvf/w6DwYCMjAyo1WoMDw/jjjvuwOrVqxEWFuZwbSHLshbBhzAgGR8ftwhQuKyBI1kR4f2eaCQH8mfqLAosfIcCC8IbGRlBZWUl4uLisHjxYot07mx0hfImVwIllmVx9OhRlJeXQ6PRYOHChdi6davNkbK8FlhIJF90hQqijIWQ8L1jGAbp6eno7++HjpsUUKC9vR3t7e2YO3cuSktLkZOTEzAnTDE0SsUgUL5vrgrW72lFRQW6urr4zAg3Otadd97p9NwZ3GSJjs5EztWJWMuG6PV6TE5O8sEI92cwGABMdytzJitibV4RMTW2xbSvs40CCwIAGBgYQFVVFVJSUrBw4UKrP0BfjtYE+CZj4UzwwrIsDh8+jMrKSqjVagwODkImk5nUBbi7DocJhllkWRaSIA8sZDIZrr32Wqxbtw7V1dWoqqqyGHcfmC7ufv3115GSkoKSkhIsWbLEr08mwd4YJcEl2L6vly5dwueff25yX0REBIqKinxSJ8EVrTsTwDAMYzcrMjo6anEfl5kwDz40Gg2kUik6OjosAhKFQuHXx05nUWDhOxRYEPT29qK6uhrp6enIzMy0efLwZcbCF3NZOBMosSyLf/3rX6iursb4+DiGhoaQnJyM0NBQaLVaj6zDKWZdoYIxsLAmLCwMGzZswJo1a1BTU4PKykqMj49bPK+3txdvv/024uPjsW7dOhQWFgZMQSUJPMF6NV8o2LrNaDQavPPOOyafnUQiwU033YS2tja/3VepVIqQkBCEhIQ49HyWZWEwGKzWiWg0GhiNRvT395sEKdz8JAqFYsYuWeZZEX/FMIxPZ28XM3qXRYxlWXR2dqKurg7Z2dmYN2+e3YOpryau49blLzUWLMvi4MGDqKmpwdjYGIaHh5GSkoKwsDDceOONFmOyu7IOp5llLAJ9VChr7L13SqUSa9aswYoVK1BfX4+KigoMDw9bPG9oaAjvv/8+AEClUnl1e10lhkapGPhrQ9RTgimwYFkW+/fvt7gosXHjRsyfP99kXp1Ax9VvKBQKREREmDw2MTEBhUKBRYsWmdxvNBrtZkW4onXhc4DpoMeRAIS7z5dD+YqpUH22UWAhUizLorW1FU1NTfwQqTP9wH1VvO2rdTmyDoZh8PHHH6Ouro4PKlJTUxEaGoovf/nLKCgosPt6rwUWMhlfYxFMo0IJOfLeyeVyLF++HCqVCo2NjTh+/Dj6+/tNnhMZGTnj5zRbgqWhJnZiCA6DaR/LysrQ2tpqcl9WVhZKS0uh0WhE87u0NdwsN69HaGioQ8sRFq1bC0g0Gg2Gh4dN7uMuUtoKQGxlSlwNDqgrlO9QYCFCLMvi3LlzuHjxIvLz823WB5jzVY0Ft67Z7grFMAw++OADNDQ0YHR0FCMjI0hNTUVYWBhuuukmLF26dMZ1eC1AEk6QF6SBhTOkUikKCwtRUFCAc+fO4dixY/zQtGvWrKEUOCEeEAwN7vb2dhw5csTkvqioKNx88838xHoGgwEGgwFSqTSoG6OeuorvbNE6MD1Zoq2siE6nMylan5qashjK19E5RbihfClj4Tt0thUZhmHQ2NiIy5cvo7CwEHFxcQ6/1lc1FoDvukLZ2h+j0YgDBw6gqakJIyMjGBsbQ1paGkJDQ3HzzTcjNzfX4XV4e4I8MWcsrL0mNzcXixcvRmtrK6qrq1FcXGzz+R999BHkcjnWrFmDqKgodzeZiFgwNLrtCYauUBqNBvv377eoq7j55psRERGBPXv24MyZM+ju7sapU6f4ASOC1WxexeeK1h0dyte8aN08KBkbG7O4T1i0zrIsYmNjvbtTBAAFFqLCMAxqa2vR19cHlUrldEPKlxkLX3SFsrU/RqMR+/fvx7lz5zA8PIzx8XE+U7F9+3bk5OS4vQ63CWssgKANLADXGjQSiQTZ2dnIzs62+Zzh4WHU1NSAYRhUV1ejqKgIa9eudSrYdpcvf1PEe8TwGQb6Ptqrq8jMzARgOcR5sF/hDqRg0ZWidW4oX71ej7Nnzwb95+kvKLAQCYPBgJMnT2JsbAzFxcUuzWTq64zFbHSFMhgMeOedd3DhwgUMDQ1BrVYjLS0NYWFhuPXWW+02VB1dhyewwgNkkBZve1tFRQX/HTMajTh16hRqa2uRl5eHkpISqxMeEiJWgdQItWZgYABdXV0m93F1FRyGYUz2M9gborZqLIKBcCjf8PBwyOXyoP88/QW9yyKg1+tRUVEBjUYDlUrlUlAB+HZUqNnIWLAsizfffJMPKjQaDdLS0hAeHo7bb7/d6aDC2jo8RnCAZFl2OrgIMt6cz0Sn06GhocHifoZh0NDQgBdeeAH79u1Dd3e3x9dtLtCvBJNpwdpAEwrkfUxKSsLXv/51pKamAviirkK4T2LMWAT7PnKoeNt3KGMR5CYmJlBZWQmJRAKVSgWFQuHysnw5KpQvuoiYZ2AkEgkWLFiA6upqaLVak6AiIyPDpXX4JLAAgr4rlKeFhITggQceQEVFBerq6vhx24Wam5vR3NyM7OxslJSUuPwdsCeQG2rkC2IIDgM9YwEA8fHxuP/++/Gvf/0Lubm5FsOvii1jEQyfqaMosPAdCiyCmEajQUVFBUJCQpCfn+/2yDi+nsfC112hWJZFdHQ0Fi9ejCtXriAiIgI7duzA/PnzPbYOjzHvChWEgYW3xcXF4Utf+hLWr1+PyspKnDp1ih95RKilpQUtLS2YP38+1q9fj6ysLNGcjInjgv07ESyNULlcjs2bN1t9TGwZCzE1tsWUnZltFFgEqdHRUVRWViI6OhpLlizxyIyYwTaPhbDRz7Iszp49i7GxMdxzzz2oq6tDeno65syZ47F1eJRZVyhJENZYeDNjIRQVFYVNmzahpKQEVVVVqK6uxuTkpMXzLl++jN27dyM1NRVbtmxx+7tBSCARQ1ZGbBmLYK6xMCemIGq2UWARhAYHB3HixAkkJycjJyfHYz+mYM1YMAyDs2fPYnx8HCqVCiEhIVizZo1H1+Fx5l2hgvCk76vAghMeHo6rrroKa9euxcmTJ3HixAloNBqL5/X19Tk8RKIjxNBgC3Zi+QwDqRGq1Wqdric0/xyDvSEqpqv4FFj4Dr3LQaa3txeVlZWYO3euR4MKILhqLLRaLfr7+8EwDM6cOQO1Wo3i4mKHh7JzlM+6QgVhxmK2hISEoKSkBI8++ihuuOEGxMTEmDyen5/vsSFpA6mhRuwL9s8ykLpCqdVqvPjii/jwww9hMBgcfp3YMhaB9Jm6g7uAGOyfp7+gjEUQ6ezsRG1tLbKysjB//nyPHzCCZVQojUaDPXv2YGBgAAsXLkRERASKi4vdKmy3xWvvmaBrGxVve4dCocCqVauwfPlyNDQ04Pjx4xgaGrI7YVZXVxeSkpKcmoE2mK92B/O+iU2gfJYMw/DzVZw6dQpdXV3Yvn07EhISHHqtcD+DvSEqpq5QYsrOzDYKLIIAy7Joa2vDmTNnsHjxYqSmpnrlYOHrjIU3GuTj4+PYs2cP+vv7ceXKFXR2duKJJ57wSlABeDGw4A6QXEaEAguvkclkKCoqQmFhITo7O23ObzE1NYU33ngDRqMRq1atwsqVK2fsMiWWk3qwE8uV30DYx/LycrS1tfH/vnLlCg4fPozbbrttxtdyx2oxZSyCfR85lLHwHXqXAxzLsjh//jyampqQl5eHtLQ0rx38fV1j4ekG5djYGP7v//4P/f396O3tBcuy0Ol0+OSTT7zWePXaBHnCzzhIAwvObAcWHKlUivT0dJuP19XVQa1WY2JiAkeOHMH//M//4F//+hfUarUPt5IQ7wiE4Km9vR1HjhwxuS8qKgo33nijQ68XW1coMTW2GYbxyCA2ZGaUsQhgXH1AR0cHCgsLPdbv25ZAHhVqZGQEu3fvxtDQEHp7ewEAycnJGB4etpgkyZNoHgvX+XsjRshoNKKiosLkPm5iyurqaqhUKqxdu9aiXoMEB38Jfr3J3wMLtVqNd955x+SzkEgkuOWWWyzmq7DF/MKZP++vJ/j7Z+pJYgqiZhsFFgGKYRjU1dWhs7MTBQUFXg8qgMAdFWp4eBi7d+/G8PAwent7IZFIkJKSgri4OBQXFyM6Otoj67HG24GFBAja4m1/6QrliImJCaSkpGB0dNTiMYPBgOrqapw6dQqFhYVYu3YtEhMT+ccDYf/IzIK9gebP31OursI8O3jVVVc5NbEly7Kiy1gE+/cW+OJzDfbP019QYBGAjEYjTp48iZGREQDw6NCX9gTiqFCDg4PYs2cPRkZGcOXKFUilUqSkpCAxMRF33HEHampqvBosee09ExZvU1eoWRcZGYk77rgDvb29KC8vR1NTk8V2cxcD6uvrsWTJEpSUlIjipE6Cgz9f3TavqwCArKwslJSUOLUcsU2QJ5bGNncsFsO++gMKLAKMXq9HVVUVJicnUVxcjKqqqoDMIszEEw3ygYEB7N69G2NjY7hy5QpkMhmSk5ORnJyMnTt38mOce7Ph6pPhZoGgDSz8tSFjS0pKCrZv346NGzeioqICp0+fhtEsm8SyLJqamtDU1ASpVIpNmzZh7ty5s7TFxBMCIfj1BH/8Pdqqq3Cli+uWLVvQ0dGBwcFB5ObmOjSSVCATS8aCa7dQYOEbFFgEEJ1Oh4qKCrAsC5VKBaVSGdB1D/a4G8T09fVhz549fFChUCiQlJSE1NRUPqgQzrrtLb6aeTuYA4tAbLQlJCTgy1/+MtavX4/KykrU1tZiamrK4nmdnZ3Yt28f0tLSMH/+/FnYUuIpwd5A88eMhSfqKoRyc3MRFhaGwcFBqFQqT26qXxJLxsJ8tC/iXRRYBAiNRoOKigqEhIQgPz8fcvn0RxeodQ8zkUqlLq/rypUr2Lt3L8bHx02Cijlz5uDOO+/ku45JJBKvN1ypeNs9gRpYcGJiYnDDDTegtLQUJ06cwMmTJ6HT6Uyek5ycjHnz5s3SFhJPCOTvqKP8bR89VVdhzh8DKG8wrycJZtx3l0aF8g0KLALA2NgYKisrERUVhSVLlpj8ONxpgDsrEGosuru7sXfvXmg0GvT09CAkJASJiYmYP38+duzYgdDQUIv1ePP983pgIZFMF2/72UmfmIqIiMA111yDdevWobq6GlVVVdBqtQCAFStWiOLkHuzE8Bn60z5aq6vIzs52uq7CnNga22LKWIhhX/0BBRZ+bmhoCCdOnEBiYiIWLVpk8cPwZWDBNZJ9ceB1tcFfX18PtVqNK1euIDQ0FImJiUhPT8ftt9+OkJAQq+sJ9IwFgKAcFQoI/IyFudDQUKxfvx6rV69GbW0tPvnkE2RnZ9t8/rvvvov58+ejsLCQz1ISMhv8qcFtq65i27Ztbm+jWOoOuOOqGPaVhpr1LTpT+bG+vj5UV1dj7ty5WLBggdUfhi8bXtz6fRVYuLJfGzZsQH19PcLCwpCQkICMjAzcfvvtUCqVHl2Po7w2QZ5guNlgr7EIRkqlEqtXr4ZMJrO5j5cuXcLp06dx+vRpHDt2DGvWrOFrq4h/Cabg1xZ/2kelUomYmBh+ZER36irM+VMA5U1iuopPgYVv0Tvtp7q6ulBVVYXMzExkZWXZ/FH4OmMBWA7J5w2u7JdWq0VdXR22bduGNWvWYMGCBdixY4fdhligBhZiqbEA/KtB4w229q+srIy/PTY2hk8++QTPPfccysrKMDk56avN8wgxNNSCfR/9qcE9Z84cfOMb30Bubi4A9+sqhMRS0EwZC+ItlLHwMyzLor29HY2NjVi0aBHS0tLs/vB9XWPBbaO3Odsg12g0qK2tRWpqKrKzs5GTkwMAM3Yf8XbdiNdqOMxrLII0sAi2rlDmbP22e3t70draanG/VqvF4cOHcfz4caxYsQKrV6/2yFVaQhzhT43Q0NBQ3HbbbWhubuYDDHfo9Xr89re/xfDwMFiWRWpqKh588EHExMR4YGv9j9gyFv703Q12wf+NCiAsy+LChQtobGzE0qVLMWfOnBl/DL5sePk6YzHTfnHboVarUVNTg7S0NGRnZ0MikUAulzvUJz3gi7e59VBgEVSSk5Nx11132bwKq9PpUF5ejueeew6ffPIJxsbGfLyFhCOWK7/+lLHgSCQSLFmyxCPbxTAMWJaF0WiEwWCATqfzu/31JLF8bwHKWPgaZSz8BMMwOHv2LNrb21FYWIj4+HiHXjcbXaH8IWNx7tw5lJeXY8uWLTh//jzmzZuHBQsWeHw97vJ2YCHBv7tCBWnxtlhJJBJkZ2cjOzsbHR0dKC8vx8WLFy2eNzU1xQ9ju2zZMqxdu9bhYwchzvDHwMKTuPOocD+DuTEqpqv4XGAhlv2dbRRY+AGGYVBfX48rV66gqKgI0dHRDr/W10PA+iqQsZdJaGpqwnvvvYeJiQn8/ve/x3333edSUMGtJyADC+F43NQVKqDNtH/p6elIT09HT08PysvL0dzcbPEao9GImpoa1NbWIi8vD9dddx2ioqK8udnk34L9+8mZrf1kGAaNjY3Iz8/3akPf2vkmmAMLsdSSAJSx8DV6p2eZ0WjEyZMn0dfXB5VK5VRQAfh20jpufb44wdgKmBobG/Huu+9iYmICV65cAcuyOH78uMWkY+6ux1N8VrwNBO1cFsHccHPmClpaWhpuu+02fPOb38SyZcusnihZlkVLSwuNHDULxHA1dDb2saysDO+++y727NkDjUbjtfWIMWMRzPsnJKZ99Qf0Ts+iqakpVFZWYnR0FCqVyqUiTF92hQJ8F8hYW099fT0OHDjABxVxcXGIiYlBWlqayw2pgM1YmBdvA0HZHUoMjTVnvx+JiYm46aab8PDDD2PFihUWtUQrV660OmcLIe6Yja5QbW1tOHr0KACgtbUVf/3rX3Hp0iWvrEuMGQsxHF8BcWVn/AF1hZolOp0OlZWVYBgGxcXFLjeMfR1Y+Krrlfl6ampq8PHHH2NychK9vb2Ij49HVFQUVqxYgU2bNrl8gPR2oOS190tQY8ELwu5Qwd4Vyp0Te2xsLG688UaUlpbixIkTOHXqFABg1apVNl/T19eHpKQk0TQofEEsRbC+/h2q1Wrs37/fZL1qtdpr6xNjxiLYv7Mcylj4FgUWs0Cr1aKiogIKhQJFRUVuzajryxoLwLcZC26/qqurcejQIUxMTKCvrw8JCQmIjIzE6tWrcc0117h1cAzUjAUr2GduNJNgDCyA4O4K5QlRUVG47rrrUFJSgu7uboSFhVl93vj4OF566SUkJSWhpKQEubm5dLIlDvPlFW6GYbB//36LQMKT81VYWydgerwJ5t+HmK7iU2DhWxRY+NjY2BgqKysRGRmJpUuXQiYswnWBr2ssfBXIcPt14sQJfPrpp9Bqtejv7+eDinXr1mHjxo1un+gCNbDAvzNVRqMRLMuis7MTzZ9+Cnl0NJRKpUN/gXC1KhC20V+EhYUhOzvb5uOVlZUwGo24cuUK3nrrLSQmJmLdunXIz893+zgkZmIKfH31eywrK0NbW5vJfdnZ2SgpKfHaOoXnUW4/g/n4QxkL4i0UWPjQ8PAwKisrkZCQgMWLF3vkiy6VSmEwGDywdY6vz1cZi9OnT2NgYABarZbvwhEREYH169ejtLTUIwfFQA0sphgGYwMDAACFQoHEpCREqlTQKZXQ6/X8n06nw9jYmMl9xn/XYjgagCiVSigUilk5CQV7VyjANw1TrVaLmpoak/sGBgbw3nvv4ejRo1i7di2WLVsGhULh9W0JVsHeSPPVFW5hXQUnOjoa27Zt8+p7bN4VKtiHJxVTxkJM++oPKLDwkf7+flRVVWHOnDnIysry2Jc8GEeFYlkWlZWVqK2tRXx8PPr7+5GcnIzw8HBcddVVWLduncfWFYijQhkMBjScOYNFMhn/A5bLZIiKjESUA6OKGY1Gk0BD+KfVajE6OgqdTsffx13ZciQACQkJgVKphEwmC4jAb7b5quEyOjqKqKgoDA4OWjw2MjKCjz76CMeOHcPq1auxfPlyKv4mFnzxO7RWVyGVSnHLLbd4fYZ58/0L9oaomIq3xZSd8QcUWPhAd3c3ampqkJmZifT0dI9+wYNtVCiWZfH555/jxIkTYBgGAwMDfFBx7bXXYvXq1R5dX6DNvG0wGFBfXw+FUon4uDgMDA46PSqUTCZDWFiYzb74QtxMtNaCEJ1OB7VabXE/d3XI0SCEC0SI96SlpeGb3/wmmpubUV5ejitXrlg8R61W49NPP8Xx48excuVKrFq1yqHviNgFc+Ar5O2GqL26ivT0dK+tV7h+wDRjEczE1D1ITPvqDyiw8CKWZXHp0iU0NDQgJycHc+bM8fiBeTZGhfLm+qqrq1FRUYGJiQkwDIPU1FSEhYVh06ZNWLlypcfXF0hdoYxGI06fPg2pVIq8ggJI/n2g5Jfuhc9FIpFALpdDLpcjPDx8xuezLAuDwWARgExNTVntlqXX6wFMBzvWgg+9Xo/BwUFIJBKTQCSYThK+aphKpVIsXboUS5YswcWLF1FWVobOzk6L501MTODo0aOorKzE8uXLsWbNGkRGRvpkGwOZGK6IenMfbdVVeDJDbY/5eS2YjjHWiC1jEeyfpz+hwMJLWJbFxYsX0dzcjKVLlyI5Odkr65mNUaG8ub78/HwcOXIEIyMjkEgkCAsLw4033giVSuWV9fkqsHD3IM4FFSzLYtmyZZD9+yQogaBh6gejQkkkEigUCigUCoe6LrAsi6mpKYtARFgPMjAwgIGBAej1ekxNTQEA5HK5w9kQhULhtyeV2apbycnJwcKFC3Hp0iWUl5ejtbXV4nl6vR4VFRU4efIkHn30Ua93RQlUYspYeMts1VUIiTFjQYEF8QYKLLyAYRg0NzejtbUVBQUFSEhI8Nq6gm1UqKGhIRQWFkIikeDChQvYsmULli1b5rX1+aLGAnDv6hDDMGhsbITRaERRUdF0tyFuWRKJVzMW3ias3bBmbGwMCxYsQGpqKoDp90IYiAiDEL1eb9E1ixvYQKFQzBiAzHahuq9JJBJkZmYiMzMTXV1dKC8vx7lz5yyel52dTUGFA4L9O+OtK9yzWVchJMaMRbDvI4dhGLeG9SfOoXfaw4xGIx555BEUFRVhy5YtiImJ8er6gqkrVEdHB9rb27FmzRoUFxfjo48+8mpQAfimxgJw/WofF1To9XqoVKovDo7ccIimT3ZjS/2TeUZJKpUiJCTE4eJihmFsBiGTk5NWR8zisi6OBCFKpRJyudytBpc/XPGeO3cuduzYgb6+PpSXl+PMmTP8dnlziE8SWLwRWBw8eHDW6iqE4uPjccMNN6CxsREJCQlIS0vz6fp9TUxX8cUURPkDCiw8aHBwEFu2bEFbWxu+8pWveD2oAHw/ao631tfe3o6Ojg4UFRUhOjoak5OTmDdvntf7gfqiKxTgWuORYRicOXMGk5OTpkHF9IK/yFo4WbwdSNz9fKRSKUJDQxEaGurQ87n6EK4mRBh0aDQaDA8Pm9xnb8QsW4GIcMQsf7vKnZycjFtuuQUbN25ERUUF1Go15syZY/W5RqMRH3zwAYqKinzeCPQn/hAY+oK3jsXXXXcdxsbG+HqfhQsX+qyuQigmJgarVq0Cy7KYP3++ze99sKAaC+ItFFh4yOTkJG699VZUVVWhtrYWWVlZPllvoGYsjEYjTp06heLiYly+fBmdnZ1QqVSIiooC4JkuRI7w18CCZVk0NTVBq9VCpVJZn19AKv0iuACCMmPha1yhuiOEI2aZByF6vR7j4+Mzjpil0+kwPj4Og8Fgs15kNkbMio+Px5YtW+x+bxsbG1FfX4/6+nqkp6ejtLQUWVlZommsmAv2/fbWsTgmJgb33HMPDh8+jKamJp/WVVgjltoDsewnQBkLX6PAwgPGx8dx8803Y3BwEDKZDAsWLPDZumejeNvdwMJgMGD//v04f/48ampqsHTpUhQXF5uMPMMdBLy9b/4YWLAsi7Nnz0KtVqO4uNhm/QGkUtF1hfInroyYZV6o3tbWBplMBqPRiNHR0RlHzLKVBRH+efIEaqvhwTAMjh8/zv+7o6MDu3fvRlpaGkpLS7F48WLRNFrEwpu/Q5lMhuuuuw7r16+f9TlUxHIlX0yNbcpY+BYFFm6anJzENddcg7i4OLz88stYtWoVGIbx2VXGQJsgz2Aw4O2338bFixcxNDSEjo4OJCQkWDTMuAO7t99Lb2d8nA0sWJZFc3MzRkdH7QcVwHRgEeDF2zPx58DCWdYK1fv7+xEWFoaFCxdaPJ9lWZsTGXJds4TD+XIjZnGjcjkShCiVSpcaUefOncPAv2d+F+rp6cG+ffuQnJyMdevWIScnx+llB5pg+X46wtsN7tkOKgDxNLjFlLGgwMK3KLBwU2hoKP7jP/4DN910E7q7uwFMD9Poq4mlZqMrlKsn0qmpKbz55ptoa2vD4OAgtFot0tLS0N7ejsHBQSQlJfHPdbfo2VH+VLzNsizOnz+P4eFhFBcXz3yS5Q6U/162hGEgniZO8OPm7nClUN3aZIbj4+Mmc4oY/12T40wQwo2YtXDhQlx//fWorKzE2NiYxbb09fVh//79iIqKglwux9VXXx30kyAGeyNNTFfyxbKfYmlsU2DhWxRYeMDtt98OAHwwodVqgzqwcGV9er0e+/btw6VLl0yCivDwcOzYscMkqODWAwRHVyhH1sGyLC5cuIDBwUGoVCrHio3NayyC8MppMGUsbPHU/jlbqG5rRnW9Xo+JiQmMjo6a1I5YK1QvLS3lJwFVq9WQyWQmfyMjI2hra4Ner8e6detmzsIRv+WJ72lbWxsaGhqwefNmv/0eiCWwoIwF8RYKLDyICyYmJyd9ts5AqLHQ6XTYt28fOjo6MDAwgMnJSaSlpSEiIgJ33HEH5s2bZ3U9gOXY4p7mi4brTOtgWRYtLS3o7+9HcXGx40Hpv2ss+CXTqFABZzZP7DKZDGFhYQ5934SF6uZ/4eHhyMrKQnNzM2pqatDf3w+j0WjSQGtubsaFCxfw5ptvQqVSYeXKlQgPD+frRrisSSBmNbjvZ7A30txtcHPzVajVanR1deHWW2/12sSxrmhsbMShQ4fQ1taGOXPmIDs7m79oGIwoY0G8JWgDi5/97Gd46qmnTO5bvHgxmpubvbZOrk5Ap9N5bR3mZmOCPG7SMUdMTk7i9ddfR2dnJwYGBqDT6fig4s4777Q7pJ8vgqbZDixYlkVrayuuXLniXFABgBVOlAcEZY0FIK4+7P7KkUL1oqIi3HHHHTh//jzKysrQ2dkJvV6Pzs5OxMXFgWEYGI1GnDt3DkuWLMHIyIjdQnVHZlWnxoJvuTPJ5zvvvMPPVzEwMICXX34Z999/P1JSUjy5iS7jJtjUarUYGxuzmFsj2Iipsc2ybEBetAhUQRtYAEBeXh7+9a9/8f/29syLXPp/YmLCq+sR8ueMxcTEBPbu3Yvu7m709/djamoKaWlpiIqKwp133snPpmxvXd7et9kOXtrb29Hd3Y3i4mKHRhYywY0KxS07CAOLYL8KDARX4CSRSLB48WIsWrQIbW1tOHLkCDo7OxEREcF/ljfddJPFxJfWRswSFqabByFcobpcLnc4CFEoFF5pSAXT52ePOxmLY8eOob293eS+jIwMv8pYcOc1bj+DvdEttoyFGM4l/iKoAwu5XD5j49XTlEqlT7tCcQ19X/ULdbSxr9VqsWfPHly5coUPKlJTUxEdHY2dO3c6dELxRTbGV+uw9p61t7fz83dERES4suCgz1hQV6jAJJFIkJWVhXnz5kEul0Mmk6GlpQWxsbHIz8+3+nzu2BkfHz/j8hmGsQhEhPUgarXa5DEuy2ptRnVbQ/lyheqO7m+wc/V32NbWhmPHjpncFx0dPevzVZgzPw8Ee6NbLLUkLMuKKjvjD4I6sLhw4QLmzJmD0NBQrF27Fk8//bRXZ4iVSCRQKBQ+z1gAvjtIOFK8rVarsWfPHvT19aGvrw9GoxFpaWmIjo7GXXfdhcTERIfXFaxdoTo6OtDR0QGVSmUyf4dTzA+UQVhjAYjninCwSkpKwqZNm9Df3w+NRmOzS0J3dzdefvllLF26FCUlJXa7yEilUpdHzBKOjKXX6zE5OYmxsTGTQIQbMctWACIcSYurJwn2hpor+8fVVQh/w1KpFLfccovzGVovE1vGQkyNbTHtqz8I2sBi9erVePXVV7F48WL09PTgqaeewvr169HY2MjP7uwNCoXCpzUW3I/FVz+cmRr74+Pj2L17NwYGBtDb2wuGYZCamorY2Fjs3LkTCQkJDq9rtusfvLWOzs5OtLe3o6ioyL3v4r/nseAFacYi2IklcJope1xeXg6WZXHmzBmcOXMGixYtQklJidXBHZzlzohZ5rOqc/OHCB8HgE8++cShTIhwRvVA+347s73mdRWcq6++2qsX+FxFGYvgJaZuX/4gaAOLG2+8kb9dWFiI1atXIyMjA2+88Qa+9rWveW29CoXC56NCAb5rnMzUENdqtVCr1ejt7QXLskhNTUVcXBzuuusuxMXFOb0ub3dT8lVWhNuPrq4utLS0oKioCNHR0e4tWCajmbcDnFhO7DPp7++3GFjj/PnzOH/+PBYsWICSkhJkZmb67P1yZsQstVqN8vJyrF+/3iIbotfrMT4+blE7wjV0HA1CuEBkNjnbELVWV7Fw4UKsXbvWw1vmGWLMWIjl+EMZC98K2sDCXGxsLBYtWoSLFy96bR1cVyhfjwoFeH9YVs5MXaESEhKQn5+P7u5uxMXFIT4+HnfddRdiY2NdWlegT5DHrYNlWXR3d+PixYtYtmwZYmJi3F8wF1Ry/w7CwAIQzxV9Mevv74dSqeRHhxJqa2tDW1sb5s2bh9LSUixcuNDvGkQSiQTh4eEOde9hWRYGg8EiE8L9jY6OWtwHWI6YNdOkhp5uSDnzOwyUugohYWABiCNjEez7yGEYZtYDczERTWChVqvR0tKCXbt2eXU9vs5Y+DqwsNcQNxgMqKurQ3JyMr797W/j008/xa233urylfnZLKz29DqGhobQ1dWFwsJCl4Isq6grVFCgwAlYunQpFixYgOrqalRVVVmtU+vs7MTevXuRkpKCkpISLFmyxG8aRs58T7kLUAqFwqHncyNm2QpEzLtmmY+Y5eis6jPtg6MZi0CqqxASnmsoYxFcKGPhW0EbWPzgBz/A1q1bkZGRge7ubjz55JOQyWTYuXOnV9dr66qbt3AHQF81Tmyta2pqCnV1dVAqlcjPz4dMJsN9993n1oErWGosjEYjOjs7UVhY6HR3MLvMZ94OwuJt6goV2Jz57MLCwrBhwwasXr0aNTU1qKystDqXQG9vL95++20kJCRg3bp1KCgoCOqrkcLZzh0hLFS3NnyvsGuWTqfjC9WFBenW/oRZFlsjZgVaXYWQ2LpCiSVjIZYMlD8J2sCis7MTO3fuxODgIJKSklBaWorKykokJSV5db2+Hm4W8O0kecJ1abVahIeHQ6/Xo66uDqGhocjPz+d/wO42moJhVKj+/n7odDpkZmY6NIymM1jzeSyCsAEe7IGFWDhzLAgJCcHatWuxcuVK1NXVoaKiAiMjIxbPGxwcxIEDB1BZWYkHHnhg1hoO/vb9dKdQ3fxvYmKC75o1MTGB5uZmnD171iTYEf7V1dXh9OnT/JxOMpkMixcvxpo1a7y81+4TW/G2WDIW3Oca7J+nPwnawGLv3r2zsl5fd4UCHBsC1pPrYlkWfX192LNnD5YvXw6FQoHw8HDk5eV59Mcb6MXbAwMDOHPmDMLCwlwfUtYeEWQsxMDfGqb+Qi6XY8WKFVCpVDhz5gzKy8sxMDBg8bzs7OxZbzQEcgPN0UL1srIyLFq0CPHx8VaDEK1Wi6amJqjVahiNRhiNRoSEhGD58uU4dOiQw12yQkJCZiUDxQ0ZDIijK5RYMhYUWPhe0AYWsyUkJMSnXaEA317VlUgkGBgYwPHjx6FWq7F7925cddVVuO222zz+ww3krlCDg4NobGzE0qVLcfnyZe/sh0hqLKjhLW4ymQyFhYXIz8/HuXPnUFZWhitXrvCPBcLV8GAhkUggl8shl8ut1kvk5OTgo48+QkNDA6RSKb7yla9gzpw5NjMiY2NjJvUjU1NTYFnWolB9pkkNPXHuoYxFcKLAwvcosPAwpVLp01GhAN9mLHp7e/Hhhx8iLi4Og4ODCA0NxcWLF3HhwgUsXrzYo+sK1FGhhoaG0NjYiCVLliA5ORmdnZ3eCyyE/6bAIuAE+/55klQqxZIlS5Cbm4uWlhaUlZUhOTnZ5lwwExMTKC8vx+rVq706d5FY5gNwZD9DQkKwbds2ZGRkQK/XIyMjA8B0Jj8iIsKhdZjPqC78GxkZsVuo7sis6gqFwmojk2EYk4xFsH+mlLEg3kKBhYcFc2DBsiwOHTqE7u5u1NXVQaFQIDo6Gmq1GpWVlTh79izCw8MRERFh8v/w8HBERkbaLPizJRBHhRoeHkZDQwMWLVrEzxzstcajeVcoaqAGJAosnCORSLBw4UJkZ2fzhcfWVFVVoaKiAlVVVSgqKsLatWs9O3iCyDgaQEkkEqhUKpfW4UqhunkgIpxLRK1WmzxmMBgATAc65sFHZ2cnRkdHAUwHpTMVqgc6sQTEXGZGDPvqLyiw8DBfjwoF+ObKPjA98tNVV12Ff/3rX/wJICIiAunp6ejq6kJXV5fd1ysUCqSkpOCee+6x+vjo6Ch0Oh0fjPhivzy5jpGREZw+fRo5OTlIS0vj7/dmYCE8VEqMRgRbEzXYr+jTyc51XLcca3Q6HaqrqwFMFyefOnUKtbW1yM/Px7p16zw6iEcwfz+F/HE/pVIpQkJCEBIS4tDzrY2YxQUQqampMBqNGB0dhUKhwPDwMD777DMAcDgbolQqIZfLA+J3LZYhWMWSmfEnFFh4WEhIiM8zFr4aFWrfvn04duwYNBoNxsbGEBkZ6VTB9tTUlN0rjHV1dSgvLwcwvU+jo6OIj4/H3LlzLbIgwv9HRES4fFXJUw3XsbEx1NfXY+HChZgzZ45X1mFBBDUWgH82aIh/O3XqlMVcGAzD4PTp02hoaEBubi5KSkpMLgC4IxAaku4yv8I9MTGBkJCQgGq02Rsxa/HixZicnMTnn3+O66+/HlKp1GLELOFcIlqt1qJrFnd13NEghJtRfTa+P2KpsTAajQH1HQ0GFFh4WLB2hdJoNGhvb0d4eDgkEglSUlKQnp7u9A/W3gRJWq2Wv82yLHQ6HQYGBvj0tT0JCQl48MEHrT42ODiIsbExk65ZwiFx3X3vxsfHUVdXh6ysLMydO9fica8FFjKZaVeoIAwsgj1jQbxjyZIlGB4eRn19vcXFDJZlcfbsWZw9exbZ2dkoKSnhawGIfcIJWfft2weGYbB9+3aXJ0H1N8IaC8DxEbO419oLRNRqNYaGhkwe566mOxKACAMRT+2rGBrcYsnM+BMKLDwsJCTE6qRO3uTtxpdarUZtbS0SExNhMBiQmZmJefPmQaVSobCwEBqNBhqNBlqtFlqtlr/N3S8MDOwV8Gk0Gov9cpS9VHhDQwOOHz9uslwuwJDL5eju7oZOp7PIgnC37fX3HR8fR21tLTIzMzF//nyrz/FVV6hgDSx8NTDBbKHAyfPi4uKwZcsWrF+/HidOnMCpU6f4Ql+hlpYWtLS0ID09HaWlpcjKynL6Kq5Y+qoLv6dHjx7FpUuXAAB//etfsW3bNixcuHC2Ns1juM/S1ey3vRGzrK2Lm3TQ2szq3Pwhwj8AFiNmhYSE2J3c0FajWizfW7FkZvwJBRYeFhISgqGhIZ+u05sZC67hnJ6ejpGREfT19fGp3qioKCxYsMDu61mWhV6v54MNewGAwWCwaIQ72uhyNBPCLZMLeqamptDV1WXzwBMbG4tvfetbVh9raWlBeXk5srKyEBoaCrVabZIN4XgrsGAFXaFYlg3KwAII7oY3nfC8Kzo6Gps2bUJJSQlOnDiBkydPWp1nqKOjA7t370ZaWhpKS0uRm5s7C1vr/yQSCVpbW1FWVsbfp9Vq8dFHH+Ghhx6yWfMSKHzZ2JZIJFAoFFAoFA49nxsxyzwAEXbNmmnELGHwYTAYMDg4CIPBYBKIBNsxiRu+ONj2y58F9lHADwVTV6ixsTHU1dUhIyMDGRkZaGpq4h/j0r4zkUgkfHHdTDNP33nnnWAYhs98NDQ0QK/XIz4+fsZsiDOZEPPts9dwtbVcjUaDDz/8EB0dHejs7MTRo0f55YWFhZlkPgYGBhAbG4vBwUGTTIjbI9RIJHxXKJZlg3KCPDGcDII5cPIX4eHhuPrqq7F27VqcOnUKJ06csHpc6OnpwalTp5wKLMTy+XEXZPbv32+yz1KpFDfffHPABxWAf1/Fd2XELFvD9up0OjAMg56eHnR2dlqMmDVTFkQ4dK+/vl8cylj4XuAfCfxMWFhYUIwKNTo6ytcNcF18pGZXyB0JLJwllUoRGRmJyMhIpKenA5iedMka7gqORqOx24dSqVQiPDwcExMTFu+TcH+sHXysZUK0Wi1qa2sRFhZmERywLMsHQdwswf39/VAoFDh//jz/vLi4ODz00ENWt7ejowM9PT2IjIy0GLbXZD8FXaFYAJIgbOAEe40FnfB8KzQ0FCUlJVi1ahVqa2tRUVGBsbExk+eUlpY6vVwxfI5GoxEffPCBRUB2zTXX2OwGGmj8ObBwlr1CdQDo6upCUVERf/HMvD5E+DcxMcF3zeIyJjMVqtuaUd3X7y/VWPgeBRYeplQqrfbl9SZP90MfHh7G6dOnsXDhQpNiZOFBgWVZn8wxYS94cfQKzrZt2wDAJBvCZT5GR0dx4sQJLFy4EBMTExbZEPOMxcTEBGpra5GSkoLu7m709fU5tB/mjWN7GZaLFy+isrLS6nKE2ZD8+nqkdndjfHwcypAQGDo7YejqslpAHsiCObAgs0OhUGDVqlVYvnw5Tp8+jePHj2NoaAjz58/nL2iY4y5kOHrFONg0NDRgeHjYZP9zcnKCZubzDz74ABcvXsTly5dx6dIlrF69Gvn5+bO9WV7BsqxF8bYzherAdNdlW4GIRqPB8PCwSSDCBW0zZUHMh+51FwUWvkeBhYeFhobOSsbCU438oaEhNDQ0ICcnx2LYVPOrDd7IWAh5+mq1MBvCmZqawuTkJDZs2GByEOMaEcJ9nJycRG1tLZKSkrBw4UK0tLQgMTERWq3WajZEuB/mnKkJEW6TMBsS090N+cAAPwlUh1SKTqXSbk1Ie3s7IiMjrRaq++PBN9gzFmR2yWQyqFQqLFu2DGfPnkVkZKTNK6rNzc348MMPsXLlSqxcuZJvgInh+9na2orGxkaTixYxMTG46aabguYK//DwMPr7+zE0NITu7m67XWgDnfnoV65wpVDdViAyNjbG149wEx5ytRGOZkNsFaqLZfQrf0KBhYeFhIQEbFeowcFBNDY2YtGiRVbHdxcOc+etrlBCvpggz6T42ex+4ZU5nU6H2tpaJCQkICcnBxKJBJs3b+Yft5YNUavV0Gq1uHDhAnQ6HaKiovhsiKs1IUKs4KTAsiwkLGv3IN/a2mo1E8Ltb1hYmEnAIeyKFR0dPSujvgRLo8UeMTRM/Z1UKkVeXp7Nx1mWRVlZGbRaLY4cOYLKykosX74cq1evBhDc39Px8XGrdRW33HKLQ43KQMEwjElXqGBujHKfpa/2UViobu/cx+Eu7NkKRLjJdO0VqnN/1gZrIN5FgYWHzUbGwhNdoQYGBnDmzBnk5uYiJSXF6nO4wIK7iuyLjIW3u1txB1Z7jTsuqIiNjcWiRYusNiKsZUM48+bNA/BFrchM3chSUlJgMBj4AMVWNoQ1GxZRwrJ2D9q2MiHcNnGBkTWJiYk2A4uzZ8/i4sWLJhkQ4Z872ZBgz1gEc4M0mLS0tODKlSv8v3U6HY4fP46qqipkZ2db/d0HA4Zh8M4770Cj0Zg0uoOproJjfkwWQ2Dhr8cfVwrVbQUiarU6KAYWCCT0bntYaGioz2ssuBlCXdXX14empiYsXboUycnJNp/n68BiNjMWHL1ej7q6OkRFRSE3N9fl8c2FJy2JRGJ3kqOrrrrK5N/WsiEajQbRAGLHxsAwDMLCwxERGgplTIzN5bqT2rd3ZbKzsxN1dXU2H7eXDYmJiUFhYaHddQdzYAEE//4Fg46ODqv3GwwG1NXVYWBgAEajEevWrUNCQoKPt857hPNVcIKprkJITBkL7nwULPsolUr50SfNyWQyiwEaiHdRYOFhs9UVypHZqa3p7e3F2bNnkZ+fj8TExBnXA3zRGA+0Ggtb6wAsr1YB0/UXdXV1iIiIwJIlS1y+uuPuftjKhsj7+iDr7YVCLkdycjKWrlsH5vrrbS5nwYIFCA0NNQlOtFqtQ9vmTtcte9mQxMREm4HF6dOnceTIEbAsyw/V68lsiD/w1yuGxNQ111yDpUuX4vjx42hqarL4zTAMg7q6OtTX12Pp0qVYt24dUlNTZ2lrPaOlpcVkvgpgel6QYKqrEOICC04gH1dmwp3vgvFzNEc1Fr5HgYWHcRkLX0+040qXoZ6eHpw/fx4FBQUOXWUT/jh9NSqUL2Zdttbwn5qa4oeUXbp0qVsHJq9NkGdW8zLTBHlr1661uI/LhghnT+duC//sBZ3uZELsBSy9vb1ob2/H5OQkRkdHrT7HPBvCFabHxsby/d8J8YTU1FRs374dGzduxPHjx3H69GmLxijLsjhz5gzOnDmDnJwclJaW8l0hA8n4+Djeffddk32TSCTYtm1bUNVVCJl3Dwrmxqi/d4XyJJrHwvcosPCwQBkVqru7GxcuXEBBQcGME9dxUlNTsXLlSkRHR2PBggVeP2H6oiuUtfUYDAbU19cjNDQUeXl5bp9gvJZ5ERZvA4AL67BXG+KopUuXIjEx0SQ4UavVdkfK4tgLLNRq9YzrtpUNSUpKshlYnDx5EvX19SZZj2DMhhDvSEhIwNatW7FhwwZUVlairKzMasPlwoULuHDhAgoLC/khrwOFRCJBUlKSyUWDZcuWBV1dhZCYukJx+ymGBjcNN+t7FFh4WHh4+KzUWDjTcO3q6sLFixdRWFjo1OzP8+fPx/z58xEVFYVFixY5HJC4ajYyFlxQIZfLkZ+f75EDktcCC+G2OZCx8BaVSmX1flvZEG60LI1GYzGksZBGo3H5vbMXsHDDSc7EWm1IfHw8rr76aqe3xx6qsQhMMTExuOGGG5Cbm4v9+/dDp9NBp9NZPM/ed9xfRUZG4u6778bXvvY17NmzB7fddhvuvvvu2d4sr/JW8fbWrVtx6NAhfPTRRx4/drhKTI1tMe2rv6DAwsNmo3jbmQb45cuX0draiqKiIsTYKfSdaX2+aAz5cj0Mw8BoNOL06dOQSqUoKCjw2MHIF4EFy7KAl2tenOVuNmTFihUICwtDT08P5syZ41Q2xN1MCGA9G5KcnGyzcXD8+HGcPHnSIushvC2cQ0Q4kz0JXOHh4SguLsaKFStQXV2NqqoqTExMAJhuoBcVFc3uBrqou7sb+/fvR3x8PJ599lnU1taafF8HBwfx/vvv4/Dhw6irq0NHRwcMBgOSkpJQXFyMr3zlKx7P1NTW1uKDDz5AbW0tLly4gIGBAYyNjSE6OhqLFi3C5s2b8cADD7h00cvZjMUzzzyDn/70p/y/bQ1r+pOf/ASHDh3Cj370Ixw/ftwvGrnBNMP4TBiGgUKhmO3NEBUKLDwsLCxsVjIWjgQWHR0daG9vh0qlQnR0tMvr81UmwVddobgZvk+fPg0AKCwstDtqkyvL93pggenhZoNJbm4uwsPD0d/fj+XLl5s8Zq82RKvVzpgJcZW9gGV8fByjo6M260HMhYeH8w3Qrq4ufOlLX7L6PK6PsFgaAoGIy25t2LABa9asQU1NDSorK7Fq1SqbjZqBgQFcvnzZ48cbT3nyyScxMTGB//zP/+RrrITfwYyMDJNBQ0JDQ6FQKNDV1YWuri4cOHAAN9xwA/bs2eOxuoy///3veOGFF0zWGRYWhqGhIVRWVqKyshLPP/883nzzTadHrjI/p9n7vZ0/fx6//OUvHVru6tWrsWnTJhw6dAi7d+/GV77yFae2yxvEdBWfaix8jwILD+MyFgzD+Oxk4UjDtb29HZcvX4ZKpUJUVJRb6/Nlg98XAQwwPQKKRCLBsmXLPP65+awrlJ9lLDzB1nvnTjZk/fr1yMvLsxqQzDRSlicyIRytVouRkRFMTk6is7PT5vPKyspQXl5uMmEh1Yb4L6VSiTVr1mDFihV2f/fl5eU4ffo0jh07hjVr1kClUvnNldWuri7s3bsXSqUS9957r9ViX4PBgJUrV2LXrl247rrrkJWVBWD6XPPrX/8ar776Kg4ePIiHH34Yr7zyike2a8WKFXj66aexbt06LF68GLGxsQCmf3v79+/Hj370I/T392PHjh1oaGhwKivvaMaCYRg88MADmJycxJo1a2xOOir0jW98A4cOHcLvfvc7vwgsxJSxoFGhfI8CCw8LCwsDMD3/AXfb2+xlLFiWRVtbG7q6uqBSqTwykdNsjtbkaQzDwGAwwGAwYMWKFV6ZSMdr75eTo0IFIm98BzIzM5GZmWnzcXvZEHvzvHhrnhCtVguDwYCRkRGMjIzMuCxhbUhiYiJuu+02q8/j6gGUSqVoGhneYOv7ae9YMjIygsbGRgDA6OgoDh48iLKyMqxevRorVqywOh6/NzU1NSErKwuhoaEAgJdffhlGoxFbtmxBfHy81Sz8xx9/bDHnDjD9+3rhhRcgl8vx0ksvYc+ePfj5z3/ukcJvW43yyMhIfOUrX0FKSgq2bt2Kvr4+fPjhh9i5c6fDy3Y0Y/GnP/0JlZWVuPPOO5Gdne1QYLF582bEx8ejqakJx48fx7p16xzeLm8Q01V8X17kJdMosPAwLpjQarWzHliwLIvW1lb09PSguLjY7tVWZ9c3G6M1eRrDMDhz5gxYlkVWVpbXZuf0VVeoYAwsZoOr2ZDrr78eo6OjNrtn2asN8WQmRFgbYu+EWllZiaNHj0KhUFitBzG/zWVM6OqfJWcbaRUVFRbHbI1Gg88++wzHjx/HihUrsHr1ap8M7drS0oK3334bsbGx2L59O9LS0vDqq68CAO644w6T5wr301pQIXTffffhpZdeAgDU1NT4ZEQp4UhwXV1dTr2WZdkZMxZtbW148sknkZCQgGeeecakW5Y9SqUSN998M15++WX87W9/m/XAQkxX8cXU7ctfUGDhYVwwYauQyxusNcBZlsXFixfR19eH4uJij5ygent7cfDgQVy6dAlhYWFITEzEfffd5/ZybfFmZoRhGDQ1NWFiYgJhYWFePfB4PbDglh+EgYWvCvg9ITU1dcZJ0cyzIRcuXEBfXx/y8/NtvsabmRBges4WR7Mh3DKTk5Oxa9cuq4+r1Wro9XpEREQEzGfna4sWLUJfX5/VGb0nJydRVlaGEydOYPny5VizZo3b3VdtEc5XMTw8jFdffRXZ2dl8o7ykpASAa/MecNkPwPuTqXLKy8v521zXLEc50hXqW9/6FjQaDf74xz8iKSnJqeWXlpbi5Zdfxr/+9S+nXucNYstYiGVf/QUFFh7Gnch9GViYN8BZlsX58+cxMDAAlUrlsateBoMBnZ2dGBgY8Ek2xlsZC5ZlcfbsWWg0GqhUKtTV1Xm1AeS1CfJEXGMRqMyzIVKpFMnJycjJybH5mptvvhljY2N2i9Vt1YZ4MhPC0Wq1do9vJ0+exLFjxwBMf37d3d24fPkyoqKigjIb4kp/9ezsbGRnZ+PSpUsoLy9HS0uLxXOmpqZQWVmJ6upqFBUVYe3atU4NDz4ThmHwzjvvmASuRqMRp06dAgDMmzePD5RdCSyOHj3K37YXOLtLp9Ohp6cHH330EX7+858DmH5/t2zZ4tRyli1bhoSEBIyOjmLBggUWGcu//e1vOHz4MK655hqX6iRWrVoFYPoC3blz57B48WKnl+EpYspYiGlf/QUFFh4mk8kgk8l8nrHgAguWZXHu3DkMDQ2huLjYowEA162Ca+x5+yqUNxqVLMuiubkZ4+PjUKlUfP/yQAwsLCbIC8KMBUDzPMTExDhUhGqtNsTelW5vjY4lHJ7XYDBAo9Ggp6cHV65cmXG5KSkpeOCBB6w+Njw8DLVazQclwVAbkpGRgYyMDHR3d6O8vBzNzc0Wz+Ea+7W1tcjLy0NJSYnTV8utOXLkCC5dumRy36JFi3Dw4EEA06PjcZz9DY6MjOCZZ54BMJ31WLRokZtbaykmJsbqvCFr167F3//+d6frVDZt2oT29nYMDw9bzM3T1dWFH//4xwgLC8Pzzz/v0vYuXLgQkZGRUKvVqKysnNXAQkxX8akrlO9RYOEFSqVyVrpCcVfiR0dHUVxcbJKK9gRrgYU3R5fwdFcoLugaGRlBcXExf+Lxdi2H15bPfR7ArE6Q501iOPl56rvhbG3IXXfdZVED4mg2xF5g4U7AYq8BUFdXh7KyMv7fcrnc6ohY9uYN8QZPfH5z5szB7bffjv7+fhw/fhyNjY0Wxz6GYdDQ0AClUmlzaGJHtbS0mHQbAqYb6jfddBNfX8ENMSvkyO+RYRh89atfRU9PD0JDQ/GHP/zBrW21JSUlBTqdjv/eAsDGjRvxq1/9Cunp6S4t09b57JFHHsHo6Ch++ctfOt3FSig+Ph5qtRo9PT0uL8MTxHQVnwIL36PAwsMkEgkUCgU/Pr2v1mk0GtHU1ITx8XGTRrMnWftxenPEBU82yFmWxYULF/hMjvD98fYoV1S87bpg6wplbjYDJ6VSCaVS6VD3GvNsiL1MqDsXVRzNhADT2RBH5w2JjY3Fo48+avWxvr4+DA8PmwQlzmZDPPU5JiUlYdu2bdiwYQMqKipQV1dnkhmWSqVYu3atW+sQ1lUIl7t9+3aEhYVhYGAAAEwmmXOmK9T3v/99fPjhhwCAP/zhDygoKHBre205f/48f7uvrw+7d+/Gb37zG5SWluKJJ57Ak08+6fQyrQUWu3fvxkcffYRly5bh29/+tlvbHB8fj46ODv49ni1iGm6WRoXyPQosvEChUFhN0XqT0WiEWq1GcXExlEqlV9bBBRbCxp7RaPTaj9ZTjUqukL2/v99qJidgu0KZ11gEYWABUFcof+BMNmTXrl3Q6/XQaDQYHh7G4cOHsWzZMkxMTMyYDfFWJsRenVljY6PF1XtHsiFcbYg3xMXF4Utf+hLWr1+PyspKnDp1ClNTU8jLy7MZCBqNxhlnc7dWVwEA1157LebNmwfgi8BQeB5xtCH6xBNP4M9//jOA6ZmpvTm4h1BycjK+853voKSkBBs3bsTTTz+NlStXOp3ZMd/P3t5ePP7445DJZPjTn/7k9siB3LnHlz0arBHTVXwxZWf8BQUWXqBQKHx24GAYBhcvXgQAvmbAW8y7QgHeHe3DE5kEbsjd3t5emzUnwRBYsEDQFm8Hu2AMnLhsSFhYGObOnYvi4mK7E45xQYa9CeK4bLC1ORVm4kwmBHA8GxIXF4dbb73V6mOdnZ3o7e21mNjQmWxIVFQUNm3ahJKSElRVVSEvL8/mc6uqqtDY2IjS0lLk5uZaXYetugrhMK0JCQm4cOGCyShhjnxHf/zjH/Pdnn7961/bzBB508qVK7Fu3TqUlZXhb3/7m9uBxU9+8hMMDg7igQcewOLFiy0GPNDr9fxt7jHuu2/N8PAwANNs0GwQS40Fy7KiCqL8BQUWHsad/HyRsTAajWhsbOQPbt6etVUYWAi3wVu4g4E7adu2tjb09PTYHR3L2zUWXgssaIK8gCeGk/tMHM2G3H777WBZFlNTU07Xhng7E2Ltczx37hyOHz9ucT+XDTEfEUuYDYmKijKZjDE8PNzuvBEGgwGVlZVQq9V48803kZiYiJKSEuTl5fHHbXt1FcLt52oruEYwx9539Uc/+hF+//vfAwB+9atf4Tvf+Y7N53rbnDlzAMDqSFszMT/XtLe3AwBefPFFvPjii3Zfy71vjzzyCP77v//b6nO499QTxffuENNVfAosfI8CCy/wRcbCaDTi9OnTMBqNKCgoQGVlpdf7EgoDCy6T4O3aBG4druxXe3s7urq6ZpwcMGAzFsITPctO/wWhYA4siHMkEonTtSG2JiXkhIeHIzY2FhqNxulsiL25OqxlQgDHsiHx8fF4+OGHrT7W1taGy5cvmxSmcxkGmUwGiUSCgYEBvPvuuzhy5AjWrl2L7Oxsu3UVQrm5uXj//ffR1tbG32fv4s4TTzzBZyp+9atf4Xvf+57N/fIFLhhwZu4PvV6PvXv3oq+vDyzLorGxEVu3bvXodo2Pj/O1Fbm5uR5dtrPEVmMhln31FxRYeIFSqTRJkXqawWDA6dOnwbIsioqK+Pu93QCTmV8hh/e7QgnX5YyOjg50dHQ4NON4wBZvc58Hd9AM0oxFsKPAyXukUumMv39hA5KrDRFmPdRqtc1sCLdsa99Tb9WEtLS0oKKiwuS+hoYGDA8PQyqVQqFQTP8pFUAIcKThCLqHu5ETkYPsrGx+W4V1FULr16/Hf//3f+P06dPQ6XQICQmx+R0VBhW//vWvvZqpcKSG5LPPPkN1dTUAYMOGDU4t+9KlSxgcHATDMJicnATDMDh06JDd1/3iF7/AL3/5SwAz102cOnUKDMNALpe7XYDvLjE1tlmWpeJtH6PAwgu8OdyswWBAfX09pFIpli1bBplMxjfuvdk4BqzXWHhzncKuUM64fPky2tvboVKpHCqu9EXGwhvvEyuCeSyoKxTxJWezIUajEf39/VYfT0hIMAlEnMmG2J3YUKPG5L//00EHnUQHZYESMrUMvSO90DJaGOQGGOVGGOQGqMPUYENZRFyMwMLshQAs6yqE1q5dC7lcDr1ej/r6en5iN/PvqrCm4re//S0ee+wxh/cPmM4scFfu/9//+3/46U9/avf5ly9fxo4dO/CNb3wD1157LRYsWMBv0+XLl7F37178+te/BsuyiI+Pt1rjYWudwnmg7M287Q4u4HH0vORN1BWKeBMFFl7gra5QU1NTqK+vh1wuR0FBAd/Qd7UB7izuapGvaiyEXaEc1dnZidbWVqhUKodT4QHbFYobpQtUY0GIr0mlUrv1WZs2bTL5t3k2xLw2ZFw9jhHtCAY1gxiQDaDschnGdGMYmRyZ/r9uBKOTo6i9XItRqVk3KgmAaCA0OhQSnQRDE0PQyDXQK/UwyA2QhEiQGDJdA2CtrkIoOjoaN954Iw4cOID3338fq1atsug609HRgd/97nf8+/Dss8/i2Weftflefec738F3v/vdmd7SGZ0+fZoPGJRKJaKjozExMWGSHcrMzMTevXv5WcMdIQwsuPOppxujH3zwAQDgjjvu8OhyXSGmxraY9tVfUGDhBSEhIR7vCjU1NYW6ujoolUrk5+ebpPa4xr63MxYA+D68/tgVqru7Gy0tLSgqKkJ0dLRT6wnkwAISyXR9RRCOCiUGFDgFPkcyT1w2RBYuQ2NnI0ZCRjCKUYzKRzGqHMVYxBgYdvoYPsgO4syZM1aXw2UzpgxTMBgMMBgMYIzTr9NBh9HQUUyFTkHCSGBk/31MkAKXl1zGmpA12L7Rsq7C3Ne//nUcOHAAr7/+Op566imLwEJ4rmEYBr29vXaXZz6aEjB9vObYyp4IzZkzB7t378bRo0dRXV2Nnp4eDAwMQCaTYf78+SgsLMSXv/zl/8/emcfJUdb5/1PV99z3lcxkzkzmSubIwRUgkABJQJRlRfFY0BX1B8IaFddrVQQR3EVABFFEdDGI5ypJCISQhEASCDD3ZO77Pvu+q+r3R091unu6p4/pqu6urvfrFZjpqa7nebqqn3o+z/fCJz7xCZ/j89Wmt2dnOBejg4ODOHfuHFQqFT71qU+F7byhEi8xFmzhYFFY8IsoLDhALpeHNSuU1WpFS0sLVCoVampqvH5J+BQWAH8xFoEuyqemptDX14fNmzcjNTU1qHZiNiuUx31AiBaLmCMeHu5CJ9j700JZ8ErfK6sftMptkZe/cideY9JgWD0Mi8kCOS2HhJZAbVVDQSuczwWtXYvaXbVe4yo82bNnD0pLSzE4OIi3334bdXV1bvdqcXHxmq3yp06dAgBcdtlluO666/weL5fLccstt+CWW24Je5uhukJ973vf8+vCBQAvvfQSAEdms0Dc7LgmXmIs2O+mKCz4Rfy0OSCcwsJisaC5uRkJCQk+RQXg+OIIzWIBBCaYZmZm0Nvbi7q6upAm7VgP3iYgxliIiESSYBZpqYrgNj58QRIkJIQEM/oZTBomkaRMQllWGarzqpGelI7s5GwUpBWgPLsc15RfgwM7DuCa4msCOzdJOitX//d//zcn38GTJ08CAB544IGwnzvYNrm0WBgMBjzzzDNQKBT4zne+E5ZzrpV42cVnr2s8jDWaEC0WHBCurFCsqEhOTkZVVdWqXw6ud91ZNm3ahMzMTGg0GlRUVHAehOZvXLOzs+ju7kZtbW3IRYdi3RWKwXIgqc0WNyZuISEKp/hCLpEjQZoAo917OlqSIJEiT0GKIgVpyjTH/xVpSFWmIlXh+GewGXBq5BRaZ1uRm5SL3KRc5/tHNaMwU2YkyhKxPnk9NBMaQA+YF8147r3ncNNNNwUUf/Dxj38cTz31FF577TU0NzeHdXFmsVjw7rvv4rrrrsMVV1wRtvOG2iaXwdvPPPMM5ufnceDAAWzYsCEs51wrbHYqoSMKi8gg/DsrAigUijVbLMxmM5qbm5GWluaziqorfLlC3XDDDZiZmcH4+Diampo4b2+1Rfnc3By6urpQW1uLzMzMNbURkxYLkgRlt4OmKFgpCpMTE2g9ehRyhQJyuRyK5f+7/uz5/2ifcIVusRBFYOwTyv3ZmN8IhmEcQsFFMKQp05AkTwJJeP9eTumncKT/CD6c/tDr3xdMC5jWT6M0rRR5iXkgSRJqsxobbRsxp3Vkrwo0OxVBEHjqqafwz3/+E/Pz88jNzfX/pgBRKBRulb35YLU2Ped/zyQlayExMRHf/e53I1KJ3BfxZrEQ083yiygsOGCtrlAmkwnNzc3IyMhAZWVlQBMcX65QAH8iZrW25ufn0dnZiZqaGmfF01AhSRJ2u31N5/B3fiD8AXNWux3GhQVn0bCs7Gyk7dwJi90Oq9UKq9UKi8UCq9UKrVbr9hq7uJBKpV4FiDcREokdLqELCxFhEOz3+pM1nwzq+FnDLI70H8H7U++DgffvAwECFE2hKb8JEnI5YyBBoglNSMDFuhjB9HXLli3YsmULFhYW0NHREVSfYwlPi0U4F91f/vKXw3aucBEvMRbsOONhrNGEKCw4QKFQeM2CEQhGoxHNzc3Izs5GRUVFwF8Ivlyh+G7L28JycXERnZ2dqKqqQnZ2dlja4KOCeDiFhd1uR8eFC6iUyS4GqBEEVAoFVAG4p9E07RQargLEarXCaDRCrVa7vcYWGVpNgLj+LJPJxMk8QOJBOAn5XuDy+s0b5/HqwKt4b/I9Z8YoTxKkCbiy6Eqcnzq/QnR8tPKjON98HjZctFKEei3i6RoKfTc/niwWQr5voxVRWHCAQqHA4uJi0O8zGAxobm5GXl4eysrKgvpC8G1F4FPEuI5raWkJ7e3tqKysDJtpno8YCyB8CxCKotDa2gqlQoG09HTMzc5eXE4EeA+QJAmlUgmlUun3WIZhYLPZVggQ9me9Xu/82WKxOCdzX5YPz59Xc8kSusVCfOgJg3BfxwXTAl4beA1nJ876FBQqqQrXFF+Dq4uuxosdL2LBtOD29635W3HNhmvwHvPemvsq9NgtLi0W0YjQrydLvAioaEMUFhwQiiuUXq9HS0sL8vPzUVpaGvSXnk9XKL7drtiFpVqtRltbGzZu3BhU8aNg2uCCcAoLmqadLglVtbUg/vrXi3UsAE5qWbiKhECC9e3LrliuYoMVI2q12k2YsC5oMpnMq/Bgqxur1Wrna6K/rIhQUZvVeG3wNbwz9s7FGhQeKCQK7NqwC9eWXIsEWQKODhxF62yr2zHrktfhU7Wf8jq3icJiJZ7PM6EvRuNlJ5+iKMFfy2hEFBYcoFKpgsoKpdPp0NLSgvXr16O4uDikLzzf7kl8ihiGYaDRaNDa2ory8nLk5+dz0gZXhEtYMAyDCxcuwGKxoKGhAaTJ5Dg/ELTFgkukUimkUikSEhL8Hsu6ZHmKEIvFAr1eD6PRCJqm8eGHHzq/UxKJxK8VxDUuJNofoEK2yMQD4bh+WosWrw++jtNjp2Gnvcd7yUk5rtpwFXaX7EaS3CHwO+c6cajvkNtxibJE3NVwF+QSudf+hbLQEvo9Go8WC6GPERCrbkcKUVhwgFwuDzjzhlarRUtLC4qKilBcXBxym3wt9t966y0MDg5iZGQEQ0NDaGpqQlVVFWftEQQBg8GAkZERlJWVYd26dZy0Ee3CgmEY9Pb2QqvVoqmpCTKZDHC1irHnjgJhEQz+XLL0ej3Onj2La665BgzDeI0LsVgsMJvN0Gq1bq+xD89AAtMVCkVE4kKiXfSIBEao11Fn0eGNoTdwavQUbLT3Z4aMlGFn0U5cV3IdkhXJztdnDbN4ofUFt7gKAgQ+t+VzyEq4mNAiHBaLtbwvFog3YREvC+54GWe0IQoLDlAqlQFZLNhd+OLiYhQVFa2pTb7ckyYnJzE8PIypqSnIZDJUVFRw2h5N0xgeHkZJSUlAFWNDgc/g7VAZGhrC/Pw8GhsbIZc7diI9K28DiDlhEQjs50YQBBQKBRQKRUDv8XTJcv3ZaDS6iRC20GMgVpBYSdUrwg+hfK8NVgOODx/HyZGTsFDe3WalpBSXr78c15dej1Sle1E9i92CXzX/akUtjJs33oxNWZvc+ia6QvknISEBVVVVkEgkSE9PD7tVPNoQ+vVkYTeX4mGs0YQoLDhAoVD4FRZqtRqtra0oKysLy4KZL1cotvI2C5eVt1lXmOzs7DULr9Xgy2IRqngZHR3FxMQEGhsboVKpLv6BXdi69l9gwiLUa0MQBGQyGWQyGRITE/0eT1GUVwESSqpeXy5ZvhC6m0k8EOjCxWgz4sTwCbw5/CbMlNnrMRJCgsvWX4bry65HujJ9xd8ZhsH/dvwvpvRTbq835DVgd8nuFceG2lfP8wh5cZaXl4dbb70V586dw4YNGwQvLOIlxiJexhltiMKCA/xZLJaWltDW1oby8vKwufbw5QrFBs6yDyyuhAWbIUuhUIRcUTtQ+Mg8FGobk5OTGBoaQkNDw8oF8vK1IABBCws+kEgkSEhICCouxJs1JNhUvexxi4uLztfEVL3Cw2w348TwCRwfPg6T3eT1GJIgccm6S3BD2Q3IVPku+PnG0Btonm52ey0/KR+fqf3MivsmnMIiHhC6gGIRYyxEuEQUFhygVCp9xlgsLi6ivb0dFRUVKCgoCFubfLlCsRYLLoUFW8tj3bp10Ol0Ubvo57qN2dlZ9PX1YfPmzUhJSVl5gKvFgn2NQwtSJIjGdLNrTdXrKjp0Oh2sViva29tXpOr155LlL1WvCD+sdn9a7BacGj2FN4begMFm8HoMAQLbC7Zjb/leZCesXpfnwvwF/KP3H26vJUgTcFfDXVBIV7oIhktYrOV9sUS8CIt4WXDHyzijDVFYcIAvVyi2WnRlZWVY06UCkXGFYhgm7MKCrTqel5eHkpIStLe3cz4uPj67YBfIi4uL6OrqQk1NDdLTV7pDAHAKC7fHoMAsFiyx+sD3l6p3enoag4ODuOyyy5zfJ3+petnX/KXq9faamKqXGzzvTStlxVujb+GNoTegs+q8vwcEmvKbsK98H3IT/dfkmTfO4/mW51cEa9+x5Q7kJOZ4fY/oChUc4jiFRbxYZqINUVhwAGuxcP3yzs3NobOzE9XV1cjJ8f4QWAt8ukJxFWPBiors7GxngUA+xsVXG4EKC41Gg/b2dmzatGn1yuIE4fgHxGxWKH8I/eHnOj6CIIJO1estLoRN1bu4uOj2d8B/ql7X12IhVW+0YaNseHvsbbw++Dq0Vq3P4xryGrCvbB8KkgOzWvsK1r6x4kbUZNf4fJ+3OUdMN+ubeFlwx0vsgWixiAyisOAAzxiL2dlZ5+7zqgvFNcCXK5TrlzScFguz2Yzm5mZkZmaioqLCOelFq5sSV23o9Xq0traitLQ0MKuWq7gABCss4uWBHwwkSUKlUrkH9PvANVWvpxgJJlWvLzESz3EhDMPATtvx1uhbeG3gNagtap/HbsnZgn3l+7A+JfCEHQzD4A+df8CEbsLt9frcelxfer3f93oiWix8E0/jjIcFtygsIoMoLDggISHBGWMxPT2Nnp4e1NbWIisry887Q4ckSadrBJd4ukKFQ8xYLBY0NzcjPT0dGzdudJvY+RBMfAiLQNytTCYTWlpaUFhYiMLCwkBPHBeuUCJrwzVVb3Jy8qrHsql6fWXJ0uv1bq+vlqqXfajPzc052xdSXAhFU/hg7gMcGzkG2azM53G12bXYV74PG1I3BN3GwNIAPpj6wO21vMQ8fKZuZbC2JyRJoqmpyZl2lmEYRw2cEBDygntwcBDNzc3o7u7GyMgINmzYgJ07d0a6W5whWixEuEQUFhzAukI9//zzSE1Nxa5du5CZ6TvLRziIhCtUOCwWVqsVzc3NSE1NxaZNm1ZMdtGy6F8r/sbBiqucnJzgCiWSpOCDtwHhumJEY3C6a6reQPCVqtdiscBgcAQs9/T0wGq1OjdcZDKZ38D0QFL1RgqaofHe5Hs40n8EQzNDsNlsyMTKOb4qswr7K/ajJK0k5LbKM8px55Y78WL7i7DRNiglStzVeBeUUv/JA2QyGfbt2xdy2yxC38lfWlpCV1cXhoeHYTQaYbfbBS0s4sViES/jjDaib8YWACqVChaLBd/+9rfxwgsvcC4qAH6zQgEXF3xrERasqEhOTkZVVZXXBxdfi/5IWkVsNhtaWlqQlpbm5gYWEKzFgj13lC1S14rQhYUQWC1Vr9lsxsmTJ3HFFVc4v2erpepdWlpyq67uK1WvLzHCtUsWzdD4YOoDHOk/glnjrM/jKjMqsb9iP8rSy8LS7tb8rchLzMOvW36Nf6n8l4CCvcOJ0IWF5/wv9MWo0K8ni2ixiAyisOCAv/3tb6AoCi+88AL27t3LS5t8ZoViWYsrFLuYZiue+prkIr3o57oNu92O1tZWqFQqrxYbv3hMmgRNQ0hL8Hh4+MWTaApXql6LxeIsXMi+5i9Vr+drMpks4EUHwzBonmnG4b7DmDZMr/g7seyQWJZehpsqbkJFRkVwH0wArE9Zj+9d8T1ISf4f20K/R9lnDLvgFvpiNF4W3PEyzmhDFBZh5mc/+xmefPJJAMDVV1/NW7t8F8hjF8qhWCzsdjtaWlqgVCpRU1Oz6hc/mgKrw90GTdNob28HSZJ+PwefSCTurlACjbEQ6sImHoRTqPhL1esKOxf5igtZS6reXm0vjo0cw6Rh0mf7BQkF+MLWL6Ays5LTaxoJUcEi5HtVtFgIE5qmxRTbEUAUFmHkkUcewSOPPII//elP2Lt3L4xGY0AZW8IBX65QntmaghUWrKiQy+Wora31O4HzEZQeiRgLmqbR2dkJu92OhoaGkCc/xjN4W4yxEIlDXFP1rqhQ7wW2Xog3lyy9Xo+FhQV0L3Xj7bm3MW1yWChIggQpISEhJc7/r09ej6tzr0aRsgi5klwYjUYoFIoVabljHaEvROPRYiHk68lC03TIyQpEQkcUFmGCpml0d3fj+PHjKC0tBeDwL+YLvl2h2EkpGDFDURRaW1shkUgCEhVsO0JzhWIYBj09PTAajWhsbFxbcCpJOq6FwGMsRETCiUQi8Zqql2EYXJi/gNf6X8MIMwJZlgyFTCEomgJN0c7/ZymysDNnJ4qVxVCr1c400Z6pev0FpsdKql6hC/t4sliw11LIY2SJFwEVbYjCIkyQJInf/va3AODMfMKnsODLFSotLQ2lpaVgGAZFRUUoKioK6H2sqCAIAps3bw54h15orlAMw6C/vx9LS0toampa+26K58NBYBYLFiEvbIQ8tliiZ6EHh/oOYVA96P4HwiFEJBIJChMLcWPFjajPrXcuWPr6+mA2m1FXV7dqql7WGuL6GkVRbi5fgYiRYBaEer0ef/vb35y78ARB4OMf/3hImxlCXqDFk8WCHauQx8giZoWKDKKw4AD2IcS3xYIPYVFeXo7y8nKcO3cOGzduREZGht/3UBSF9vZ2MAyD+vr6oNx+hJQViqZpjIyMYGZmBo2NjVAoFOE4cdwUyBMiQl6sxQr9i/041HcIfUt9Po/JScjB/or9aMxrBEmsXKi4uogGk6rXbre7ZcHyDE53FSirper1JUZsNhtGRkZC+FTciRdXKBYhL0bZuVTI15NFjLGIDKKw4Ai5XC5IVyiWQBfjNE2jo6MDdrs9aFERTDtrgY/qzgRBYHFxEfPz82hoaPCamjMkPH25BSYsWIQqLABhjy2aGVQP4nDfYXQvdPs8JlOVif3l+7GtYJtXQbFW2LiQQOaD1VL1GgwGLC4urkjVazAYMDIy4tzskkgk6O/vh0qlWiFGpFKpz/kvXoRFPFkshHw9WcSsUJEh7oTFT37yE3zrW9/Cfffdh8cff5yTNthdK5PJxMn5fbXJh8WCJRAhw4oKq9WK+vr6kM3vfBTIA7h9eNpsNmi1WjQ0NPitfBwUAq+8HQ8PPxF+GdGM4HDfYXTOd/o8JkOVgb1le7GjYAck5OqbIXwJw1BS9U5OTuKDDz4ARVGw2+3OoHWDwRBUql6tVgubzQadTuf8m5C+m/FosRDyGFlEYREZ4kpYnD9/Hs8++yw2b97MeVsymQwWi4Xzdlj4coVi8Sdk2KxHZrMZDQ0NIccS8OUKBXC3QJifn4fBYMD69euRmpoa3pOzooj9XWDCAojO6tThQkiLs2hnTDuGI/1H0Dbb5vOYdGU6ri+9HpeuvzSo1K7Rdh1ZkZCYmLgiQL2urs6tv56per0VLtRoNLDZbHj33XedWfr8xYW4/j/aF3ds/BsA0WIhIMQYi8gQN8JCr9fjU5/6FH7961/jwQcf5Lw9mUwmaFeo1dpjGAYXLlyA0Whck6gA+HWF4sIfU61Wo7OzE8nJyeFzf3KFzQrFIgZvi4i4MambxOH+w2iZafF5TKoiFdeVXofL118OmSS4+Sqa701vffNcUAaSqrevrw8WiwW1tbVeU/Wy/2dT9bq6ZAEOl69As2RFIlUvTdNxIyxYy3w8CAsxK1RkiBthcffdd2P//v3YvXs358KCdYXi02LBtyuUr/ZYUaHT6dDY2Ai5XL7mdmLVYqHT6dDW1oby8nIsLi5yMw6SFHTwNiD8nbVoXpjGMtP6aRwZOIIPpz4E46MefbI8GXtK9+DKwiuDFhSuROs96nlvhdpPVzdRX6l6vUHTtM/q6UajcUXhQm+pelcTI+FK1ev5LIvW6xkO4mmxLbpCRYa4EBZ//OMf8eGHH+L8+fO8tRkJiwUfwmJxcRFnz57FwMAAEhMTkZWVhZtvvhmA4+HT3d0NjUYTFlEB8DMuLoSF0WhES0sLNmzYgHXr1mFpaYkzYUEAF+tXCFRYCHXxHS8PeD6ZNczi1YFXcX7yvE9BkShLxJ6SPbiy6EoopGHIzhaleH5vQl1khfr9I0kSCoUCCoXCb2xZIKl6Xf+2WqpeX2LE1/jjzWIh5PG5ImaFigyCFxZjY2O47777cOzYsYCC3sKFXC53moH5gC9XKLPZjNbWVszMzEClUmFxcRGAY7Lq7e3F0tJS+FKpIjYtFmazGc3NzcjPz8eGDRucbXAxDkYiEbzFAhD2rr6Qx8YnC6YFvNr/Kt6dfBc04/17kCBNwLUl1+LqDVdDKQ3P8yCar1+4LBZrfW+g5w81Va+nGNFoNEGl6rXb7UhPT4dOp0NWVlZ4E2xEGaLFQoRrBC8sPvjgA8zOzqKxsdH5GkVReOutt/DUU0/BYrFwomj5TjfLuiZxnRbQtfI2G/THFn2bn59HY2NjWAUcX8Hb4XIls1qtaGlpQWZmJsrKytza4GQcBOGeFUqAMRbx8hAUCY0l8xKODhzFmfEzPgWFUqLENcXX4Jria6CS+XfhCZZovUfD5eITjelmQ0nV680aYjAYsG7dOmRmZqKyshIEQUCr1eLYsWN+A9MDSdUbbcSLxYINyI+HsUYbghcW1157Ldrb291eu/POO7Fp0yZ885vf5MxMFglXKID7B4CnsKBpGv39/U7xFojfbTDw5QYTjnbsdjtaW1uRlJTkfECF8/xe8QzejuLd01ARXaFEvKE2q/H64Ot4Z/wd2Gm712MUEgWu3nA1ri2+Foly74HJayWa781wxljEMoGk6jWZTDh16hSuu+462Gw2r1myzGYztFqt11S9gQSmR0Oq3mgUiVwhWiwig+CFRXJyMmpra91eS0xMRGZm5orXw4lCoeDdFQrg/gHgWmEWAJaWljA5OYlt27aFXVSw7fARO7LWxStFUWhra4NMJkN1dbXXzCti8HZoCFlYiASP1qLFsaFjOD16Gjba5vUYGSnDVUVXYXfJbiQrhOvW4o9wCguhL9BcsyWxAiCQ93hL1esaoO4qTDxT9QYiRsL9ucfTYjuexhpNCF5YRAq5XM57ViiA+2AlV4uFyWSCzWZDXV0dN6lUwV/syFoWr2whQIZhUFdX53Ui41RYuLZD0z7CVUWiFVE0BYbeqscbQ2/g1MgpWGnvmzZSUoqdhTtxXel1SFGk8Na3aN0BjqUYi0gTyk5+IKl6XVktVS9rCWFfY+NCPFP1riZGAknVK1osRLgmLoXFyZMnOW+Db2HBfnm43t1nhQU7GRYUFHAaFM+XxSJUAcOm17VYLGhoaPAp6jgTFp4PEtFiEVMI/QEfjutmsBrw5vCbODFyAhbK+5wqJaW4bP1luL70eqQp09bcZjBE80KNi3SzQoWPMYaSqtdbXMhaUvUaDAbexhtp4sHSFo3EpbDgA76zQnFdPZpFIpFAo9HAarUiISEBcrkcFIcBw9EcY8EwDPr6+qDVatHU1LRqNhNOYyxcfxeFhYhAMNlMODFyAseHjsNMeY9XIwnSKSgyVBk89/Ai0bpAC2e62WgdY7iItkWoa6pefzAM46wX4i1I3TVVr8ViAU3TeP3118OSqjdaYWNAY63fQkAUFhyhUCh4d4XiY3d/enoaarUaiYmJvFhJ+HSFCnYcQ0NDmJubC6hmB2fXJg5iLIROPIimYBalZrsZJ0dO4vjQcRjtRq/HkASJHQU7cEPZDchKyApXNwVHQkICqqqqnIusUNOAC/0efffddzE+Po6BgQHQNI2NGzc6U4XHAsHEhUxNTWFoaAj19fVerSH+UvUGkiUrGmpHsPesKCz4RxQWHMG3KxTAfTG5iYkJDA8PIy8vD0aj0Wmp4NpiEY3B26Ojo5iYmAg4ExZX42BcskIxDCPYdLNCXdgIfRc4GCx2C94afQvHho7BYDN4PYYAgW0F27C3bC9yEnN47qF3ovnezMnJwa233hqWcwn5Xu3t7UV3dzemp6dhsViQmpoaU8IiGBiGgUQiQUJCQkipel1Fh16vXyFMAIdng7/AdK5T9bLPW1FY8I8oLDhCoVBAr9fz2iaXu/tTU1Po7+9HQ0MDzp07B5PJ5GyLy4U/X4vKYD47dsenoaEhoIA9gB9XKIZhBGmxELKwEAFslA1vjb2FY4PHoLPqvB5DgEBjfiP2le1DXlIezz30j5AX3YDwXaE8n2FCXowGWyAvkFS9LKxLlrcsWWyqXtfX2PsqkMD0YFP1isIicojCgiMUCoWzKjVfcLUrPj09jd7eXmzevBnp6ekgl3fJ2cUelxYLdsHP9YMt0MXr3Nwcenp6sGXLFqSkBJ51htMCeazFAo6sUCKxRbyKJjttx9tjb+P1wdehsWh8HlefW4/95ftRkFzAY+8CJx6un9DH6FlcVsiLUS5jSYJN1euterq3VL0Wi8W5zgi0VojoChU5RGHBEUJxhZqdnUVPTw9qa2uRnp4OACtS2nHtCgVwv2MWiChbXFxEV1cXampqnJ9FMOfnKiuUM8ZCtFjEHELeBfaFnbbj7PhZvDb4GpbMSz6P25yzGfvK96EwpZDH3oWG0K+jaLEQDsFaLLiCIAjIZDLIZLKgUvV6iwvxlaoXEPa1jFZEYcERKpWK16xQQPhdoebm5tDV1YXa2lpkZmY6X2eFBV8WC4Cfwn+rtaHRaNDe3o6NGzciOzs76PNz5qbm4QpFiDEWIlEKRVN4d/JdvDrwKhZNvq25NVk12F+xHxtShenjHqtEw2KUK0SLRfQTbKpetVqN8+fPC/q+jVZEYcERcrncTTXzQThdoebn59HZ2YmamhpkZblnXWEzPvAhLPhKo7va4lWv16O1tRWlpaXIz88P+/nXhGvwNuCwWojEFEIXTTRD492Jd3Fk4AjmjfM+j9uUuQn7K/ajNK2Ux96tHaFfP0D4FotwpeWNBYR+LQHH9ZNKpVGRnSoeEYUFRyiVyohYLMIhLBYWFtDZ2Ynq6mqvu/O5ubkgCAI6nQ7FxcUhpzAMBNeK4lzia+FvMpnQ0tKC9evXo7AwdJcMXoSFmBUq5hDyA55hGHw4/SH+OP1HJBPJPo+rSK/AjRU3ojyjnMfehZdovY7j4+N49913nenIk5OTsXv37qDPI9TvH0s8WSzipbZDtLh8xSOisOAIhUIRk8JicXERHR0dqKysRE6O93SOn/jEJzAzM4OxsTFs3bp1Te35gy9XKG+fncViQXNzM3JyclBSUrKm83MpLMQYC5FogmEYtMy04HD/YYypx6C2q5GMlcKiNK0UN1bciI0ZG2N6ARDN96ZOp0NXV5fz9+zs7JCFRSxfI3+IMRbCI14EVDQiCguOiITFYq0LsKWlJWccQV7e6ikd+SxcB/BvsbDZbGhpaUFaWhoqKirWPBFzGry9jFDTzQLRvXhbK0IZG8MwaJ9tx6H+Q5jQTfg8bkPqBtxYfiOqsqoEs8CJ1nF4zptr6We0jjEcxJPFQugikUUUFpFDFBYcoVQqeY+xWIvFQqPRoK2tDRUVFQHFEfC5i8xHW57B6K2trVCpVNi0aVNYJmGuxrCiQJ4AhYWQH4JCGBvDMOia78KhvkMY1Y76PG598nrcWHEjarNrBTHuWMBzzgn1cxeK+PWFp7AQ8v0Zq8HbwcIKCyFfy2hFFBYcESlXqFAeAFqtFq2trSgrK0NBQWC54rmu8u3ZFl/CgqZptLe3gyRJ1NTUhG0C5rKOhRsCFRZCX9jEIgzDoGehB4f6D2FIPeTzuExZJr5Q/wVsyd0iyId8NN+b4RQWQrx2LKIrlPAQLRaRQxQWHMFaLPickEPJCqXT6dDS0oKSkhKsX7+e07ZChY+2WKHU2dkJm82GhoaGsGaU4DTGYhmhWiyA6F68rZVYHFvfYh8O9R1C/1K/z2PyEvNwbeG10FzQoD6vnr/ORYBoXaiF896K1jGGg3izWMRDtiShi+FoRhQWHBELWaH0ej1aWlpQXFwcdMYjvmIsAP52rGdnZ0HTNBobGyGVhverwZk4ioMYCyE/HGJtbANLAzjcdxg9iz0+j8lOyMa+8n3Ymr8VFrMFp7pP8dhDEVdEi0VgxJvFItzPt2iEpum4EFDRiPDvrgiRkJAQkRiLQBfgBoMBzc3NKCwsRFFRUVDttLS0YHR0FP39/dBqtaisrERpKXe557kWMQzDQK/Xw2w2Y8eOHZDL5WFvgy9XKEKgwiIWd/WFxLB6GIf7D6NrvsvnMZmqTOwr34ftBdtBEsJdmHkSzYvucNVniOYxhgOGYeIqeFvI42OJF5evaEQUFhwRzcHbrKhYt24diouLg26np6cHFy5cwNTUFMxmM9LT0zkVFly7Qo2MjMBkMiEvLw9KpZKTNsSsUGtDyMIimsc2qhnFkf4jaJ9r93lMujIde8v24pJ1l0BCijuE0YQYvB0YGRkZsFqtkEqlSEtLg0wmi3SXOCNeFtxijEXkEIUFR6hUqqisvG00GtHc3Iz8/PyQazNIJBK3iYnLytsAtxaLiYkJjI6OIisri1PzMG8xFgItkCdUonVs49pxvDrwKlpmWnwek6ZIw/Vl1+Oy9ZdBSoqPkmhEdIUKjM9//vMYHh7G0tISGhoaIt0dTokXi0W8jDMaEZ8GHMFaLPj08/NnsTCZTGhubkZubi5KS0tDflCwwsI1PSuXcLUon5mZQX9/P7Zs2YK5uTlOd+X4EBYAHEXyBIboCsUfU/opHO4/jObpZp/HpMhTcF3pdbii8ArIJMLd2Q2UaF50i3UsAiear2M4iZdxihaLyCEKC45QqVQAAKvV6vyZa1azWJjNZjQ3NyM7Oxvl5eVrmlhYocSnsAi3K9TCwgIuXLiAuro6pKWlYX5+ntNxcC4s2PML1GIhZGERDWObMczgSP8RfDD1ARh470+SLAl7SvfgyqIrIZeEPw5JJPyIFovAiYcxAvGz4I6XcUYjorDgCFZMGI1G3oSFL4uFxWJBc3MzMjIywlJF2tUVimGYmHOFUqvV6OjoQFVVFTIzMwFwv3jlzJ3L1RUKEGyMhQg3zBvncaT/CN6bfM+noEiUJWJ3yW5cVXQVFFIFzz0UWQvhEhbxQDwJi3gZpygsIoMoLDiCFRNms5m3Nr0tXq1WK5qbm5GamorKysqwTCiu1Sz5EBbhtFjodDq0tbWhvLwcubm5bm3EoisU4zpxCjR4W8gWi0g94BdMCzg6cBTnJs6BZrzfMyqpCtcWX4tdxbuglHKT1EAIRPOCVLRYBE68LETjJfYgXq5nNCIKC45ISEgAwK+w8FyAs6IiOTkZVVVVYXsweAZvc128LlwLS6PRiJaWFhQVFWHdunWctOELXoK3AVFYiKzKknkJrw28hjPjZ0Ax3jcElBIldhXvwjXF1yBBlsBzD0XCiSgsAicexgjEzzhFYRE5RGHBERKJBBKJhHeLBbvIt9lsaGlpQWJiYlhFBQC3YPRYcYViY0zy8/O9ptjlulYG18KCgHCzQgkZV8sflw97jVmD14dex9tjb8NO270eo5AocFXRVdhdshuJ8kTO+iI0oln0Jicno6ioyFmnITs7O6TzRPMY14rNZsM777yDiYkJMAwDjUaDpqYmKBTCdPuLlwV3vFhmohFRWHCIXC6PiLBgRYVKpUJ1dXXYv1x8x1is1RXKarWipaUFGRkZKCsr46QNf/CSFUp0hRLxQGfR4djQMbw1+hZstPf01zJShiuLrsSekj1IViTz3ENhEK07wDU1NaipqVnzeYS8y22z2XD69GnMz88DAIaGhrB582bBCgshX0tX4kVARSOisOAIgiAgk8lgMpl4bZOmabS2tkIul6OmpoaTLxZrsWAXfNGcbtZut6O1tRVJSUnYtGmTzwk1Zl2hPFMZC1BYAMLeMQXC/7A3WA14Y+gNnBo9BQtl8XqMlJTiisIrcF3JdUhVpoatbRFhItTFqLcNJSEvSMXgbRGuEYUFh8hkMlgs3h/qXMAwDPR6PVJTU1FXV8fZl8pVWADcx1iE6qZEURTa2togk8lQXV296mQas8LCZUxCrbwdDw/BcGG0GfHm8Js4MXwCZsq7tVRCSHB54eW4rvQ6pCvTee6h8BC66AWEvcvNPr9cXWeEvCCNFxeheBlnNCIKCw6RyWS8uUJRFIWxsTEA4FRUAPzHWITipkTTNDo7O0HTNLZs2eL38+ArxiLsD2jXawGIBfJijHDdC2a7GSeGT+D48HGY7N6tpCRB4tJ1l+L6suuRqcoMS7siDoS66GaJB2HhipAXpKLFQoRrRGHBEawrFB8WC3ZnHgAUCgXnlb7ZSSlaXaEYhkF3dzfMZjMaGhoC+jz4iLFg+xbWSd2lQB4EHLwtVGGxVix2C06NnsIbQ2/AYDN4PYYAgR3rdmBv2V5kJWTx3EPhI96bsY2rxYKdm4W8II2XnXxRWEQOUVhwCB8WC5qm0dHRAZqmUVpaiv7+fk7bA1bGWESTKxTDMOjr64NGo0FjYyNkMllA7+PDFYrtXzhx1rFYtoaAFt4iR8i7a6HeF1bK6hAUg29Ab9N7PzcIbM3fir3le5GbmOv1GJHwIOR7FBAtFkJCtFiIcI0oLDhELpfDarVydn5WVNhsNtTX10Ov1/Oye6ZSqZCamgqtVovMzEykpnIb+BmMNWFoaAizs7NBpwuMVWHR3UNC8xYJgyETFE3AdMaIrH1nkJgoh0KhgFzu+L/nz1KpNGYeLkJ2hQoWG2XD6bHTODZ4DFqr1udxjXmN2Fe+D/lJ+Tz2TiTa6O3txeDgIAiCAEEQyM/PR11dXdDniQdh4TpGoY4VEC0WItwjCgsO4TLdLBtDwLr7SKVStzoWXFJdXY3q6mqcO3cOFRUVyMzk1l87UIvF2NgYxsfH0djY6Kx8Hu42QoUzYdErgXWEAKACQMAuVaBAXomcHAOsVissFguMRiMsFovzH7tj5U1wePtZKo38NCF0YeFvfHbajnfG3sHrg69DbVH7PK4+tx57y/Zifcr6MPdQxBfRfG+Oj4/j/Pnzzt/r6upCFhZCxVNYkCQpaGERLxaLeBFQ0UjkVwwChitXKJqm0dXVBaPR6Obuw3WcgCdcL8ZZAhnX1NQUBgcH0dDQgKSkpJDaiDVhwTAMRieWkE8yYJY/HilJY3ExG5de6l3ssTExFovFKTxcf9ZqtW6/MwwDiUTiV3ywP3MR3xPPFguKpnB24iyODhzFknnJ53F12XXYV74PRalFPPZOhCVaF2rhqry91vdGM57PFqEvRuNlwS1aLCKHKCw4RKFQhN0Vig1MNhgMaGhocIsh4Guhz8KXkPHXztzcHHp6erB582akpKRw0sZaCbewYGNJ5heBQikJm9VxXglBo7eXwP79vvshlUohlUqRmLh6dWWGYWCz2bwKEKPRCLVa7fYaAEil0oCsIHK5POBJX6gLGsD32GiGxrsT7+LVgVexYFrw+f7qrGrsL9+P4rRijnq4NuJBEEbzGD3ntFC/S/HkCiX0xaiQr6UrorCIHKKw4BC5XB7WrFCsqNBqtWhoaIBcLnf7u1AtFqu1s7i4iM7OTtTU1CAjIyPkNmLNYjE2NobZ2VkoVGWQkICdYEBKgPQUCjd/KTyZoQiCgFwuh1wu92sFYhgGVqvVqwjR6/VYXFx0vm6zOSpAy2SygKwg7PnjAZqh8f7U+zjSfwRzxjmfx1VmVGJ/xX6UpXuvJC/CL7GyUBOFxUo85xYhL0bZlOdCHiMAZ1IZoY8zWhGFBYeEU1gwDIPe3l6o1Wo0NjZ6DUxmF+B8PQQibbHQarVob29HZWUlsrOz19wG18IiXG1MT09jaGgIDQ2NOPxrK0gJIJfTIAhApSShVDAA+F0EuMZsJCcnr3osTdNeBYjFYoFGo3F73W63A3BkIltYWPArRGIpKB1wLzL5wdQHONJ/BNOGaZ/Hl6eX48aKG1GRUcFXF0VimHC5QglZ2MeTxYK9jrE0R4ZKPAioaEUUFhwSrqxQrNvLwsKCT1EBXNxp4UtY8Blj4dmOwWBAa2srSktLkZ+/9sw3fIwlHMJicXER3d3dqKurQ2JiMq7fNw/iPQYmIw2aISCRAgzNgCCj98FBkiSUSiWUSqXfYymKQldXFyiKQn5+/gp3LCEEpQ8aB3H+3HlMG30LipK0EtxYfiMqMyvjYlEQS0TzoluMsfBPPMVYsGMV8hhZRItF5Ij8k1XAKBSKNVssGIZBf38/5ubm0NjYuOpizHX3k8svlE6nQ0dHB3p6epCcnIzs7GxceeWVnLXnueg3mUxobm7GunXrUFhYGJY2+AgQXmsb7OdeWVnpzMRVtxkYTmQgIW0gCBISUgbaRoGUCmNCZQPHKYpCbq7vWgy+gtLZf8EGpXvGg4Q7KJ1hGHTMdeCfPf/EuwvvYp1iHUjJymtWlFKEGytuRHVWtWAXdkIgWq9NOC0W0TrGtSJaLISJKCwihygsOGStrlAMw2BwcBAzMzMBpVBlv0Rcuyfp9XqcOHECs7OzUCqVyMjI4FRYuLpCWSwWtLS0ICcnByUlJZy0wRVrERYmkwmtra0oKipys9CQMnbiJAA4zk3ZaEiDy7Yb88RKUDrDMLgwfwGH+g9hRDPi855bl7wON5bfiLqcurhYBMQysWSxCHWhFc1jXCsEQSAxMdH5/fWMXRQS8Wax4CJLoYh/RGHBIQqFAnq996q4gTA8PIypqSk0NDQgISHB7/GurlBc4vplZXeKuYRdkNtsNrS2tiIlJQUVFRVhXXBFs8WCHXd2djY2bNjgfk7p8mfg8lHQdv4C+Pkg3NdmrUHprOjQ6/VYWFhw/m21oHS5XI5x8zhOTp3EuGEcEonEkS/fIxYmPykf+8v3oz63XhQUMUS0XqtwWCyEvstdWlqKAwcO4OzZsyguLg6La220IvRr6YoYYxE5RGHBIQqFAouLiyG9d3h4GOPj42hoaPC7A8vCBghzvfPOCgt2wcd1Bga28F9bWxuUSiWqqqrCPjFGq7CgKAptbW1ISEjAxo0bV4zbm/uMKCzC2/Zag9L7FvpwfOI4hnXDoCgKNEWDZmgQuOh2wegYXLnuSmzJ2gKlWYnp6emYDkoXiQ7ClW52re+NFYQ+RvZ+EPo44yX7VbQiCgsOCdUVanR0FKOjoyEVe+PLpYf9P7vg49qfUa/XIykpCTU1NZy0E43B2wzDoKurCwBQU1Pj9WHgGkvBnpmhhCUsYgXPoPRB9SCOTB1B92I3oAJyVDnOYxmaAUVTSJelo0BfgH31+wDG4eq3uLjoJlBiMSg9nohmNyHRYhE48bAQjYcxAvHl8hWNiE8gDlGpVEFnhRobG8Pw8DAaGhr87pB6g48FsqvFgoWiKE4WNAzDYGJiAjRNY/PmzZz5TLpaX7h6gAYj+thMYAaDAU1NTT7H7S1Im7Jy65rGN7FWeXtYPYwj/UfQOd/p85jMxEzsK9uHbfnb8MaxN1C4vtBrtjfXoHRvgem+gtIDjQcRfZDDQ7QuusPxvYkXYcEKeCETD2MERGERaURhwSFyudzpdx0IExMTGBwcRH19fUiiAuDHYuHpCgWAkzgLhmHQ09MDi8UClUrF6U6sawE7LoVFoA/60dFRzM7Ooqmpya26uiekbPlawMViQcfOIjwQYkVYjGnHcKT/CNpm23wek65Mxw1lN+CSdZdASkrdMtJ4g4ugdPZ1gJtK6SLRQzgtFkJHyJmvWESLhQgfiMKCQ5RKZcAWi8nJSfT392PLli1ITU0NuU02HoFLPIO3AW6ExcDAABYWFlBSUoKxsbGwn9+VcFfG9tVGIOefnp7G8PBwQJnACG8xFjZhWSyA6F7cTOomcbj/MFpmWnwek6pIxfWl1+PywsshJbmZdkMJSve0ggQalL6aGJHJZIJfoLkSzQtSsY5F4ETzdQwXosVChA9EYcEhCoUiIGExPT2Nvr4+bN68GWlpaWtqk29XKPYLHG5hMTIygqmpKTQ1NcFsNnM+Jj4yagUiLNgCeJs3bw7IaiWRuUycy6cWYvB2NDKtn8bh/sNonm4GA+/XNVmejOtKr8POwp2QSVZaniI1NteYDX8EWymdFTgKhcI5V/T09AiiUnqskZiYiKysLKebZyDZBT0RuivUzMwMRkdH0dPTA5qmsX79epSXl0e6W5wQLxYLViQK9Z6NdkRhwSGBWCxmZmbQ09ODuro6pKenr7lNPi0WnjEW4WJiYgIjIyPONLtsACuX8GGx8Cf6dDod2tvbsWnTJmRkZAR2TrcYi+VAegEKi2iyWMwaZvHqwKs4P3nep6BIlCViT+keXFl4JRRS/4v3aCbYSumu4kOn02FpaQl2ux0Gg2HVoHR/LlnRGpQeTfemJ3v27MGePXvWdI5oHl84GBsbw9GjRzE8PIzh4WFs3LhRsMIiniwW8SCgopXonKkFglKpXDXGYnZ2Ft3d3aitrQ14IekPPmIsXL+wrlmhwsHMzIzTJYzdsecrFSwQOYsFWwCvuLgYeXl5gZ+TZB8ShHORK8SsUNGwuJk3zuPowFG8O/kuaMb7Z5wgTcDukt24asNVUEr9L8T5uO/4RCKRICEhwbkznpycjIGBAdTU1Lgdx2VQukKh4H1REQ+LNaGO0fPZJeQFabxYLERhEVlEYcEhq7lCzc/Po6urC7W1tcjMzAxbm3ylTZVIJGEP3l5YWMCFCxdQW1vr5hLG15gAbquW+xIWbAG8nJwcFBUVBXdOkgA8JlChxVhEekGzZF7Cq/2v4uzEWZ+CQilR4tqSa7Frwy6oZHFW9jwEIhGU7k2IiEHp/hG6K5RrAgWCIAR9P8RDHAngWI8I+TpGO6Kw4BDWYuH5ZV5YWEBHRweqq6uRlZUV1jb5sFgACLuwUKvV6OjoQFVV1YrPhM/aHHxbLCiKQmtrKxITE0OuJs4QpFtaKNEVKjyozWq8NvgazoyfgZ22ez1GIVFg14ZduLbkWiTIgvdfZxGKxYILQg1K97SE6HQ6t9dYazJ77lCD0oV+7eJFWLAIeUEaLzv58SKgohVRWHCItxiLxcVF5wI6JyfHxztDh48YC+CisGBZi7DQ6XRoa2tDeXk5cnNzV/ydr4Ul15YRz3EwDIPOzk4QBIHq6uqQJ0KGlMD1naIr1NrQWrR4ffB1nB477VNQyEk5rtpwFXaX7EaSPLgiliLcwVdQuuv/bTYblpaWIJFI3IoUCmVhI3ThJFoshAcroOJhrNGIKCw4JCEhwS3GYmlpCe3t7aisrPS6gA4HfLgNARcDuNdqsTAajWhtbUVRURHWrVvn9Ri+xsS1gHE9P8Mw6O3thclkQmNj49oKlREE4CIthGix4AO9VY9jg8dwavQUbLT32CgZKcPOop3YU7IHKYqUsLQrPvwiQyhB6d7S81IUhZmZGUxNTTmD0kmSDMgKEs1B6SyixUI4xIvFIl7GGa1E94wW47gGb6vVarS1taGioiKo4Nxg4ctiIZfLoVQqYbfbkZKSEtJDx2KxoKWlBXl5ediwYYPP4/hy7+K6HVdhMTIygrm5OWzdunXVAniBwLCihNVEYoG8oDBYDTg+fBwnR07CQlm8HiMlpbh8/eW4rvQ6pCnTOOuLSHTiGZTuysLCAqqrq5GZmRl1Qent7e1YWlpypt4sLi7G+vXrgx6/UEUFIFoshIgoLCKLKCw4RKVSwWaz4dy5c9BoNKirq0NBQQGnbfK1CP/Sl76E2dlZjI6OYuvWrUG/32q1orm5Genp6SgrK1t1snOtMcHlpMiXxWJqagqjo6NobGwMaLfULyTparAQXPA2wI07htFmxInhE3hz+E2YKbPXYySEBJeuvxQ3lN2AdOXa00H7QujuJvFCOIPSl5aW3IoYAheD0v0JETYovb29HQMDA8429+zZE7SwEPpi1NWKLHRhES/pZuMl+1W0IgoLDmEtFrfccgseeOAB3HDDDZy3yZfFAgh9IW63250By5s2bfI70bkGVse6sNDr9ZiensbmzZv9BqIGjHMCXX5ACtBiEU7MdjNOjpzE8aHjMNqNXo8hCRI7CnZgb/leZKrCl7XNG/HwoBdZCR9B6T09PZidnYVEIoFEIsHU1BQmJyeDqpQudNEbT65Q8bLgFi0WkUUUFhwyPDwMALjrrrvwhS98gZc2+cygE4qIoSgKbW1tkEqlqKmpCWhR5ZoKlsvJgutYDrvdjvn5eVRVVYWtbgkAgCDdgrdpm/BiLMJxXSx2C94afQvHho7BYDN4bwsEthVsw77yfchOyF5zm4Ei9MWbkOFjRz/UoPTu7m4YjUZQFOUsUjg2NuYUJRRFeQ1Kd/2ZneNtNpuggtJZaJp2iyMR8oI0XiwWorCILKKw4IjOzk585jOfAQDce++9vLUbzRYLmqbR2dkJmqZRX18f8BefryJiXLqRmUwmaDQapKenhz/GhnR/UAgtK9RahYWNsuGtsbdwbPAYdFad9zZAoDG/EfvL9yM3kZvECiIifOAalJ6UlISUlItJBiorK7Ft2zbn76sFpev1elgsFpjNZtA0jePHjwsqKJ3Fc24R8oI0niwW8SCgopXY+ObHGN3d3bj22mtx11134Sc/+QnMZu/+21zAVwYltq1AF+IMw6C7u9uZBSmYh45rjAWXcGXtsVqtaGlpgVKpdHvIhwvGI6OU0IRFqNhpO94eexuvD74OjUXj87j63HrsL9+PgmRu4598IT4AY5totjZ59s3zXlstKJ1Fq9Xivffew9VXXx01QenhRLRYCA/2/hOJDKKwCDMMw+COO+7A5z73OfzgBz/gXVgQBBGWKtiBthWIsGAYBn19fVCr1Whqago6CxIfVbHZdsK9SGBdv5KTk7l7YBEk3NLNCkxYBHtd7LQdZ8fP4rXB17BkXvJ53Oaczdhfvh/rU4LPkiMi4kq0Ltb8CYtAzxFKULo3K4ivoHSZTLaqOxaXldLFGAvhES8CKloRhUWYIQgChw4dcqYelEgkvFssXGtncMXg4CCmpqbQ3d0NmUyGwsJCnxmvhoeHMTs7i6ampoB8hD1hUyVyvTMYbmsP6/pFkiSqqqrQ39/PzRg8skIxAssKFei1p2gK706+i1cHXsWiadHncTVZNdhfsR8bUn2nOOabaN71FoldwiEsgn2fa1C6P2iadooQviqle+uDq8VCyAvSeFlwizEWkUUUFhyQlZUFwDGpy+Vy3oUFHzEW77//Prq6ujA1NYXZ2Vns2rXLq7AYGxvD2NgYGhsboVKpQm6PjzS64RQv3grgcSaOPCbQeHOFohka5yfP48jAEcwb530eV5VZhX0V+1CaVspj7/wTDw96IRPN6VjDabHgApIkgwpK92YFsVgsUKvVbq97BqV7Vkt3fc1ms7l9TtF6LcNBPFks4mGc0YooLDiEIAjIZDKYTCbe2uSz8rbrQtmb+9XU1BQGBwdRX1+/5tSqfFgswilehoeHsbCw4Ob6xdkYJBK3rFBCExa+PjeaofHh9Ic43HcYs8ZZn++vSK/AjRU3ojyjnMtuiohEHeEITI4W4USSJFQqVUAbVIEEpbOvq1QqXHrppdixYwdSUlKgUCjQ0dER80Hp3hAtFiJ8ELvfkBB45pln8MwzzzjTwNbU1OC//uu/sHfvXs7alMlksFi8V/PlAr4K5LHCgsVTWMzNzaG3txd1dXVITU1dc3t8CKZwLfwnJyedVhrXAnicXRuCgKsvlNCFBcMwaJlpweH+w5jST/l8X2laKW6quAkbMzfy0c01IbpCiXBBuCwWsUYgQekAnJXS1Wo13n//fZSVlTkFh9lsdgals0LEV1C6L5esaFvcxktQM03TMS0AY524+uTXr1+Pn/zkJ6ioqADDMPjd736Hm2++Gc3NzaipqeGkTZlMJsisUKtZLJaWltDV1YXq6uqw1WuIFVeohYUF9PX1eS2Ax6XFwi3GQmDCgoVhGLTPtuNQ/yFM6CZ8HlecWowbK27Epkz/xRejgVjoo4hvomVH3xuRiLGIJdigdJVKBZIkkZ+f7/PY1YLSDQYDFhcXoyoo3dcYhHotXREtFpElroTFTTfd5Pb7Qw89hGeeeQbnzp3jRFiwrlBCtViwsLs+gCM1YVtbGyoqKpCdHb4CY7EQvK3VatHR0YFNmzYhPT19xd+5ExbLdT6Wf6UFFrwNAIP6Qbx99m2Makd9HlOYUogby29ETXZghRdFRIROtMdYRAuBjDHcQens676C0n2JkUCD0n31S+jXEoifWJJoJa6EhSsUReHPf/4zDAYDLr30Us7aiYTFgg9hQZKkW+E6iqJgMBjQ2tqKkpISnxmi1tJeNLtCGY1GtLa2orS0FLm53guscRm87fao4KlAItcwDIOehR683PYy2ibbkJfvvbDguuR12F++H5tzNsfsQzMW3U1EHETztYtXV6hgCbd4ioagdIVCsaJSerwsuGmajguXr2gl7oRFe3s7Lr30UpjNZiQlJeHvf/87qqurOWtPLpc7zaJ8wLcrFOCYrEwmE1paWrBu3ToUFRWFvT2+XKFCacNqtaK1tRV5eXkoLCxc9fycXBvC/UFB22NfWPQt9uFQ3yH0L/X7FOZ5iXm4seJG1OfWx6ygAITrZhJPROs1FC0WgRHJMQYTlG63293crVYLSmfdgVwFB2stkclkK0SJkGIS4sUyE60I504KkMrKSrS0tECj0eAvf/kL/u3f/g2nTp3iTFwINd2sq7CgKAoDAwOorq5GSUkJJ+3xlRUq2DYoikJrayuSk5NRXr561iHuXKHcC+TFcozFwNIADvUdQu9ir9vrDC5+bjkJOdhXvg9N+U0gCeHvvomIhIpCoYBKpQLDMGsK3BXyIm1oaAizs7MYGxtDb28vsrOzvbqyRgNskcJAgtJdRYhrLIjdbsfc3JzPoPRAqqVHu9UjXiwz0QqvwsK1CI0/9Ho9KIoKS0YhV+RyuXMB2NTUhPPnz+OJJ57As88+G9Z2WPh2hYpEjMXs7CwyMzOxceNGTvOdR5uwoGkaHR0dkEgkqK6uDshHl4sxEBIJGNemY9AVakg9hMN9h3Fh4YL3AxggU5WJ/eX7sa1gm+AERTy4mwiVaN7Rv/POO9d8jmgeXzg4ffo0enp6MD09jbGxMdxwww3Ytm1bpLu1Jtj4TplM5lYpfX5+HllZWdiw4WJxUK6C0tl4kEgs8MXg7cjCm7AoKiqCyWTCddddh8cff9xvYO8Xv/hFjI+P4+TJk5xOaqx/I1coFAreXaH4EhbsYkgikSA/P5/T68SHYApGvDAMg56eHpjNZjQ1NQU0iXE1BsYjxoKhYmeROqIZwZH+I+iY6/B5TIYyA43ZjfjSzi9BQgrPb1bIizaR2EfowsJzThbygtTbTj4fQemBWEHWEpTurZ9Cvo7RDm/CYmFhASaTCS+99BI6Oztx8ODBVd2PTpw4genpaVgsFrdaAGvhW9/6Fvbu3YuioiLodDocPHgQJ0+exGuvvRaW83tDLpfzmhWKrxgLgiAwMzMDAMjIyIiJVLCBtBHoOIaHh7G4uIitW7cG7JvKmcWC9HCFskd/Vqhx7TiO9B9B62yrz2PSFGm4oewGbErchM72TkGKCpHYR+jWJqGPj6ZpN/Ek5AXpWmMPojUo3VvbQr6O0Q5vwoJNu5qVlYW2tjbs3LkTBw8exHXXXef1BsnIyMD09DTsdnvY+jA7O4vPfvazmJqaQmpqKjZv3ozXXnsNe/bsCVsbnvAtLPjY2WcYBqOjo84vL1/WhGgRL64F8AKZYIM9f7AQEtLNFYqJYleoSd0kjgwcQfN0s89jUuQpuL7sely+/nLIJDKo1WrBL26EPj6hI+QdfUDY44t3iwVXcB2UvpoVxG63i1mhIghvwoLNOnDkyBHce++9OHPmDPbu3Ytf/OIX+OxnP+v0A2RvGnYXOJxuRL/5zW/Cdq5AEVpWKFcXoNzcXExMTLjVseCKaAnenp+fR19fH7Zs2bKiAF44zh8SEonTXsGAAaIweHvGMIMj/UfwwdQHboHYriTLk7GndA+uLLwSMomM5x5GDiEv2kRiH6G7QrGB7aLFInIEG5TuTYB4VkqPxnHGC7wJCzbWYMOGDTh9+jRuu+02HDlyBHfffTd6enrwjW98A+vWrXMez/r78bko5wKFQiEoi8Xg4CAWFhZQVVWFqakp52I5muIfQsXfwl+j0aCzsxNVVVVIS0sL+/lDxuM5GE1ZoeaMc3i1/1W8N/meT0GRKEvEnpI9uLLoSiikKy1AfIhKEZFQEfq9KfTxxZMrVKxnS3INSl+Nt956S7RYRBBehQXgEAoEQeBPf/oT/uu//gvPPfccnnzySfT29uLHP/4x6uvrAcB548S6sIhEjAVXi/yRkRFMTk6isbER/f39ABxfdNdieVzBl7uVL9c7o9GItrY2lJaWIicnJ6Tzc2mxcMJEhyvUgmkBRweO4tzEOdCM9/4kSBNwbcm1uHrD1VBKfcdRxYOwEPr4hE607o62tLTAbrc75+jy8nIkJycHfZ5oHV84iCdXqGi1WIQTdqNT6OOMZnh1hQLgzBRgs9nwwAMPYNOmTXj44Ydx9OhRDAwM4NFHH8XNN9/sdDPhc1HOBQqFAnq9nrf22Ekx3MFLExMTGBkZQUNDAxITE1FXV4fa2lqcP38eFRUVyMzMDFtb3ohk8LbVakVLSwvy8/NXLYDnD66sLgRJgiEuOkMhgsHbS+YlHB04irPjZ0Ex3vuhlChxTfE12FW8Cwmy1U3fIiLRTjSLwjfffBMGg8H5+6c//emghYXQXaHizWIh5GvJIgZvR5aIWCwAh0XCbrfj9ttvx6ZNm/DNb34Tx48fx6233ooXX3zRWfuBFRax+oVQKBRYXFzkrT32yxTOh93s7Cz6+/uxefNm50OJbYev9LaRcoWy2+1obW1FamoqysrKwn7+sCBxn0Aj4QqlMWvw2uBreGf8Hdhp71YfhUSBqzdcjWuLr0WiPNHrMd4QusUiFuc1EXei9Rp6fm9CWWzF6rM3UOLJYhHrrlCBEi/jjFZ4ExZsZgBXoSCVSkFRFBobG/Hyyy/j/vvvx/PPP49PfvKTzsqXfBaX44JIZIUCHJNlOHwMFxYW0NXVhdraWq/VSPlMb8t3Vii2AJ5UKkVVVdWaH658pJtlwK8rlM6iw+tDr+P06GnYaJvXY2SkDFcVXYXdJbuRrAjNDUPIwgKI7l3vtSDUccUKnp9/KHOY0K9hPFks4mUnP1zrH5HQ4N0VynORLZFIQFEUMjIy8Nxzz6G0tBSPPfaYc5efdSOK1V0TlUrFe1YoIDwPA41Gg46ODmzatAlZWVlej+Gr0jcfi0tXkcQwDLq7u2G1WtHY2BiWyZhTi4XTE4qfrFAGqwHHho7h1MgpWGnv97eUlGJn4U5cV3odUhQpnPcpVonFeU3kItG88Pacm0MVFkK+R6P5+oUboV9LlngRUNEKb8KCdaHxtghllSVN0/j2t7+NoqIiHDp0CHNzc85A2Vi9SeRyuTOuhA9cLRZrQa/Xo7W1FWVlZcjLy/N5HF8WC75doYaGhrC0tBRUAbxgzh9OCKnEmW+JATgVFkabEceHjuPEyAlYKO+WOAkhweWFl+P60uuRpkxbc5vxYLEQiW2idbEWDovFWt4XC8SbxULI1xK4mD5YyNcx2uFNWPzv//4vrFarM8iXvbmNRiOMRiPS0tIglUpB0zQ+/elP49Of/jRfXeMUpVLJq8WCIIg1WxGMRiNaWlpQVFSE9evX+22PL4sFH65QNE1jYmIC4+PjaGpqCqoAXiDn58YVioDro4Khw9+GyWbCiZETeHP4TZjsJq/HkASJS9ddihvKbkCGKiNsbceDsBD6+EQiQ7hcoYS8GI0nYREPC272nhf6OKMZ3oSFZ95/1lT1u9/9Dq+88goeeeQR1NXVuS0ihDCZsfU7+GQtu/sWiwUtLS3Izc3Fhg0bfB5nNpsxOjqKkZERLC4uYmlpCbW1taF22S98CQuLxYL+/n5s2bLFWbQxnOfnYgyEa/A2w4AJY7FCi92CkyMn8cbQGzDajV6PIQkS2wu2Y2/ZXmQleHeZWyviwlskGon2Z5UYY+GfeArejgeLBXs9hXwdox3ehIUnrLB4++23cfToUXzxi19EXV2d4BQ13xYLIPRMTTabDS0tLUhPT0d5efmqE5BarcZf/vIXzM7OQqFQICMjg1NhQZIk5y5lZrMZer0edXV1IRXA8wdfWaHC4Qplpaw4NXoKbwy+Ab3Ne7pkAgS25m/FvvJ9yEkMrbZHIAj9QSj08YlEDtEVyj+ixUJYiMIi8kRMWLCkpqYCAKgw7rJGE0qlktcYCyC0nXE2rWpCQgIqKyv9PkjYuBj2OIqiODWZc+0OYzAYMD4+DpVKhezsbE7a4K7y9sUJlAFArMEqYqNsOD12GscGj0Fr1Xo9hgCBhrwG7Cvfh/yk/JDbChT2nhKyS4bQd4WFSrRfNzHdrH/uu+8+DA4OQq1Wo7a2NuyW6miBjT0Q8rUELgoLMStU5Ii4sGCzRbFpZaN9og6WSLlCBSMsKIpCe3s7JBIJampqAnr4uB7jmkkpFoWFxWJBa2sr0tPTORWBXMZYuBGCsLDTdrwz9g5eH3wdaova53H1ufXYV74P65LXBd3GWhHqQ1GIY4o3ovUaiq5Q/lGpVFCpVLDb7c6NTiESL7EHrLtXtH4n44GIC4uEBEflXb4X33zBWiz4XBQFE2NB0zQ6OztBURTq6+sDnnRcLRZsWxRFcTZpcVWIj7XUpKWlITMzE6Ojo2Fvg4UzYSFz2ZlhEJSwoGgKZyfO4ujAUSyZl3weV5ddh/0V+1GYEnrl8VARHxAiIsHD7lC7IgZveycexsg+P4U+zni4ltFOxIUFu0DVar27XcQ6kYixCNQViq3VYDKZ0NjYGFRaVVZAeAoLmUwWWqf9wMWinC2AJ5fLsWnTJiwsLHC6O8dtgTwHDAIL3qYZGu9OvItXB17FgmnB53E1WTXYV74PxWnF4ehqSLi6QgkVIY9NyERz8La3e0qMsfBOPCxG48liIfQxRjsRExbsl7ioqAhJSUkr0tAKhYSEBN5jLAKxWDAMg/7+fqjVajQ1NQUtCDxjLABu42TCXcfCWwE8ruM4OBMWQQRv0wyN96fex5H+I5gzzvk8blPmJuwr34ey9LJwdXPNiItvEZHACZewiJdFdzyMERDeGssTLj0nRAIjYsKCXZjeeeeduOOOO5wLW6HdEJEI3g7EbWh4eBgzMzMh12pwDYxytVhwRbhTtbLBek1NTU5LDddF+HgRFgwAL3UsGIbBh9Mf4nD/YcwYZnyeqzy9HDdW3IiKjIqw9zNUhP4gFPr4RCKDKCwCJx7GGC/ZkkSLReSJuCsUu6gT6hdbpVJFXVao8fFxjI2NobGxESqVKqQ2XC0WbFtcC4twLcrHx8cxOTmJxsZGN1HFda0MdrIL973ubrFg3GIsGIZB60wrDvUfwpR+yuc5StJKcFPFTdiYsTHqvofx4AolZKLtfgon0bwLHE5hIVQoisLIyAjGx8fBMAxSU1ORn58vyIxC8RRjIQqLyMK7sKBpGvPz85iamoLNZkN6ejpyc3ORlJTEd1d4gbVY0DTN22S1msVienoaAwMDqK+vX9Nn7i14m+tFeTgecHNzc87xe6YV5MMVCuBAWCwHbzvPuJz6t2OuA4f6DmFcN+7zvRtSN+DG8htRlVUV9Q8coS5w4qGyuAj/yGQyfPe73wVwsVZDqM+gaJ8bQsVsNuMPf/gD5ufnAQBZWVk4cOCAIFPOCnXz1hMxK1Tk4VVYGI1GPP300/jBD34Ao/FiFd97770X999/PwoKCgAAs7Oz+NOf/oSsrCx8/OMfj2n1yVoErFZryNaBYPG1CJ+fn0d3dzc2b9685rR6bEwCXzEW4bAmqNVqdHV1obq62uv4+RQWYT2vS7pZGgxGVdN459xPMaIZ8fme9cnrcWPFjajNro36CTja+yciEq33KNuvtWxqCXlByj5TXHe5Y3m9sRrxspMvukJFHl6FxdNPP437778fSqUS+fn5UCgU0Gg0ePLJJzEzM4OXXnoJgCND1JNPPon5+XlUVVVhy5YtMTu5sWLCaDTyJiy8LcKXlpbQ2dmJ6upqZGRkhKUdiUSyIisUV6x10W8wGNDW1oby8nKfBfD4iLEAOBAWEhIMGIymaPFByTim8iTI0zR4PTY/KR83lt+ILblbYub7FA+uUEIem5CJh+sm5DF626wS6qI0Xhbc8TLOaIa3T7+rqwu/+c1vAAAf+chH8NZbb+GDDz7Aj3/8YyQmJuL06dP4xz/+AQAoLy/HPffcA7VajVOnTgGI3cmNFRNsAUA+8HSF0mq1aGtrQ0VFBXJycsLWDrsLxoewWMui32KxoKWlBevXr8e6db4Lu8WqxYJmGGisBF6v7IVOMoyEuVFM//M8pl9txczxC5h9px/0+zpc2duIj099BFn9adAMq2E328PaD66IB2EhIhKtxOqmXiC4WizYMQp1USrk6+hKvFhmohneLBZarRY9PT3YunUrnn32Wacryhe+8AXMzMzgBz/4AU6fPo2bb74ZAFBdXQ0A6OnpARC7iwq2ACCfwsJ1gWwwGNDa2oqSkhKnq1m44NtiEYorFFsALz09HSUlJZy0EShcLJAZmsHkX96HbGoRlSmFGCyeA80AjMkEmM1Is6hw2WQRNi0mQ4JmLKIFiy7vp1UJYFJSgbQUkGmpkGalQJ6VAkV2ClR5KUjIT0Hy+lQoUhQrK3yLhIV4eNgLlWgO3g4nQh1fvFkshHodXREtFpGHN2HBZn9KT09HamoqbDYbpFIpSJLE5ZdfDgDo7+93Hs/WteCyEjIfSCQSSCSSiFgsTCYTWlpaUFBQgKKiorC3wwoLlmhzhaJpGu3t7c4CeP4m1Vi0WHQ8fgppUz0w5yZi2xSJtqL1oJPMSDHJsG20AJWzWSBBwATjxeDu5dgYAgQIixmkZgnEBAmQJOwkCQqACQTULu0wMjno5BQgNRVEajKkmSmQZaVCnp0CVV4qVHnJSF6fisTcpLALENFiISISOYS8AxxvFguhjs0VUVhEHt6EBZuBiK1C7brIy8vLA+DI2MMil8sBOAJuYx25XM67sLDb7WhpaUFWVhZKS0s5awfgzxUqGGsCwzC4cOEC7HY7GhoaAppo+BIW4bKKDPy1A9aX/gmr1QqKpqBiZNjVmQ46Jw1NmmxIaBJIYMAwjjZphgZD06AZBgzDgGZowM6AgqP8hVtfl//rCNAHCLMZhEEHcmYSJEmCIknQBAELAN1FyQKGJMEkJYNJSQWRlgwy7aIAUeakQJmbjMSCVKQUpkKqDHz6EXrmJCGPTSQy2Gw29PX1OZNsEASB8vLyoAO5hXxves7FQs4mJFosRPiCN2GRmZmJ7du3o7u7GxMTE1i3bp3zRmdFhE6ncx4/MTEBAEhLSwMQu6ZYgiAgk8lgMpl4bXd2dhYZGRnYuJG7ugSf/exnMT8/j8nJSWzbts1pleKCYBeWAwMD0Gg02Lp1a8D94qrOhCvhWiBPnRvD0k9/D8pmg81uh0wqhTxDjss+91/IaVoP47QWllktrHNa2Ba0IBa1INVaEFoNSL0OoF1EIHPxB5qml0UIA4ZmwDD0sjChAIrxIUBw0QpCECBNRhALc47PkyRhJQjYABjg/pkyKhXo5FQgNQVkeuqyFSQFytxUqHKTocpzuGEp05Rr/ryimVid20Si2xXKZDLhr3/9q9tr3/jGN0ISFtE4vnDgabEQ6jgB0WIhwh+8CYvs7Gx873vfw80334yvf/3r+N3vfuestp2eng7A4Q8POCwXzz77LACgqakJQHRO3IEik8lgsVh4aYuiKMzNORZ1VVXc1iZITk6GxWKBTCZzikOuCCZ4e2xsDFNTU2hqagqqX1zVmfBsY63CQj28hLFv/QawWmCxWiEhJZDLFZB/8iOo/8plft/P0AyM80YYJrUwTmlhntHCPKuFfV4LZlEDQq2DRKMFqdOCsHpY2hjHf2jGIUIYVxHCCpPl8XkVISvcsNQgJpfdsAgSFAGYPd2wpDLYKRrvr2+DNDMD0oxkSDNTochxiJCE/GQkrXO4YZHS2HygCHlXWCQyhKtA3lreF+14WiyEvCCNF4tFvAioaIbXdLNXXXUVHnnkEXzjG9/A2NgY7r//fmzZsgVjY2MAAL1ej+bmZvzxj3/E3//+dxQVFeEzn/kMgNie2GQyGS+uUDRNo6OjA4DD0sPHl4svF5VA25mdncXg4CDq6+udgfPBtAFwu+Ox1s/LrDaj557fgNSqYTabQRIElEoFcPkl2PL1awLrA0kgMScRiTmJQH3+qsdatBboJ7UwTulgmtbAMqeHbV4L24IGxJIWhFoLiVYL0qQHXMe1/CPDMGtww2JdE0goKDuYASOYYYnTDcsKdzcsEAToxKRlN6wUkOkpkGalQu60giQhsSAVyetTIUuQBfRZiYisRjQLQm99C2VeiyeLhZAXpPGy4BYtFpGHN2ExPz+PwsJCpKamQqFQ4MyZM/joRz/qdsz4+LjTQrFx40Z87WtfQ1lZGV9d5ATWFYpriwXDMOjq6oLFYkF+fj5vrlfBxj6ESiAZm9RqNS5cuICampqQCgDyESS8FmFB22m0fuV/IZmegMnkEKpKlQpU+UZs++9/5SRrkyJFAUVKNjI3ea/94do33YQWhkkdjFMaWOZ1sM1pYZvXAktaQK0DtBrIdVqAcklzG5AbluN4m80Gm83mfKtXNyyzCcTSAshRhxXERhKwA66h647WlEp3N6yMZMiyUqDISXVmw0palwpVhorzbFhCXbTFE9F4DcNlsYhm8bRWPMcm5AVpvFgs4mWc0QyvWaEsFgsMBgOkUilUKhXkcrkzM5REIoFSqUR6ejo2btyI22+/Hdddd50gdku4tlgwDIPe3l7o9Xo0NjZienqal8U+wH2KVhbWFcrX/eBaAC8rKyukNqJdWDR/6x+QXuiCyWwGwECpUoHOysWWZz4XVCA0F5BSEqkb0pC6IQ1Aoc/jGJqBadEE/YQGxikdzDOOWBCbhxsWodOCtJhA0zTMJhOUCuWyb7irG5ZDfNDBuGGxAekWsyPeZJIEJK5uWIDGVYRIpaCSlrNhpadAmp7sDEZX5KYiITcJSetSkVSQ4tMNa3wc6O8nUFHBoKAAiPHpTCRG8DYvi65Q7sSbxUKo19EVmqbXVGleZO3wthpJTk7GwYMHoVQ6FghSqXTFv+TkZKxfv94ZsC0Uk5ZcLndmw+KCwcFBzM/PO2MKuK4g7Qpfba0W/xBoATx/eGa54oJQP6/Op94GTrwFs8UCmqahVCqBxBRs/PldSMgKzuUrkhAkgYSsBEeft6zuhmVQG/DOkbeRTiYjFQmwzuthndPCvqABlrRg1FoQWi1Io863GxZDO2NBGDc3LMeBvoLRL2bSIUEYDCDnph3Z1nxkw3K4YSWCSXZxw8p0CJCuiTS835cGe0IKFDkpKK+WYeNGBhs3MlhOiCfoXWEhE83B2+G0WETj+MJBvAkLIY+PhaZpThPJiPiHt09fIpHgE5/4REDHUhQFkiSdi7BYn9S4TDc7OjqKyclJNDY2Ohab4M89aWFhAbOzs5icnER/fz8yMjKQkZHBSVu+rAlsWt2MjAy/BfACbYPrInnBLiIH/9EF8+/+BqvNBoqiIJfLIZErUPDjf/frohSr0DSNC/0XkFebj7q6ulXnANpOwzCjd7phsVYQ+4IWzKIWpEYLaLWQ6LSA3eb+ZjYYnXZYPmhmWYDQNBgsZ8NiAsyGZTaBWFoEOUYCJAEbScIOIHmBwOXL+woMA1hJJfokqWiRpcIsT4E9UYJPfXkIRH0JkJoKJsVhIUFCgmjeEAkZUVj4J95coYQ8PpZ4GWc0E5WyztWMJYQJjStXqMnJSQwNDaGxsRGJiYnO1/lyT3rzzTfR1dXlFBZXX301LrvMf1aiUPBmTaBpGm1tbVAqlaisrAzLvcJHLYtgzj/zwSQWHvk96OX4AplUCplMhtR7b8f6q9YmpKKZnp4eZw0Sf9eVlJJIXpeC5HUpAHxbrBiagXnJ5AxGN89oYZnTOdywloPRnW5YZqPHmx3/WeGGxVpBfLhhMQyg0SQsG1TYcZigIkxQYQYEAIKkkfmWEWRbgnskiFQKJjkZSEkBk5oKLAsOxvX/7D/R9B8RotnSJMZY+CeeLBbxEnsQL5aZaIZXYfGXv/wFN910ExQKxarHue6Q/O1vf8Mtt9zCR/c4Q6FQhN0VanZ2Fn19fdi8eTOSk5Pd/saXxYIVgHwUyPO0JrDB6hRFYcuWLWGbSKJJWGhG1Bj5xnOA2bScVpaEXK6A7GN7UfmZJs76GGnGx8cxMzODHTt2hNVXliAJqDIToMpMAOryVj3WZrRBP+kIRjdNa2CZ1cG6oIN93uGGhWUrCKnXAYzLd411w1q2glB2GjIZYLMRLt5ajFOoMAAkBA29bgF6/aJjcUMQICUSSCQSSObmIJVKnYKSlEhAEoS7ACEIMElJQHKyu/BY/t3NCuJn7hUJnmhdrHnOM2vpZ7SOca1s2LABX/7yl/Hee+9h/fr1yM3NjXSXOEPIlidXxBiLyMOrsPj4xz+O2267Df/zP/+DgoICr8ewN//S0hL+8Ic/4MCBA9BqtU43n1hELpeHNSvU4uIiurq6UFtb66wB4gpfcQ8SicRtocyHsGDb6u/vh06nQ1NTU1gnEa4/u0CFhUVrQfe9vwWpWYTZbAZBEFAqlWC2b0X9d67nrH+RZmlpCT09PWhsbIRKpYpYP2QJMqSXZyK9PHPV42g7DeOsHoYpHQyTjnogVjYYfUkLyZIGBPSQa7QgKStoGqApAhTtsGYwNAOpFEhLTwdlt4OiKNgpCjRNw2q1Ol2y3GJIloUF6y5KkiQkCwuQSiSQymSQSaWQymQrBQgARqHwbflw/TkpSXTDinHC5eYj5AWpXC5HVlYW0tLSkJubK3hhEQ87+fFimYlmeBUW2dnZePnll3Hq1Ck899xz2LVr14rFA0EQ6Ovrw5NPPolf/OIXAC4WzotVwiksNBoN2tvbsWnTJp/Zj/hyhWKFBeCYtPiyWIyOjmJ6ejroAniBthNpYUHbabTedxCSidHlDFCASqUCVVKGbU98kvP0p5HCZDKhtbUVlZWVXgVzNEJKSSQVpCCpIAVo8u6G9cILErx/noDEboHMqEESrYHKogW1OAvr/AIq8+xIaFQDWi0IjQYwerphOSwbFEXBvlxpnbLbHQKEomC322G12Rz3lZddatbFg5RIICFJSGdmHAkzlkUIuSzM3e4qknS4XyUn+3fDiuNAyWh2EwqXxULIwoIlHsYYLwtuhmFEi0WE4fWJ8Ic//AFf+cpX0NfXhxtvvBH/8R//ga9+9asoLLyYnvLs2bO4//778c4776CgoAD//u//7td1KtoJV1YovV6P1tZWlJWVIS/PtysH3xYLFq6FBUEQmJ+fx9DQEBoaGoIugBdoO5EWFi0/OAJJe5tDVDDLaWUzs7H5mc9HPK0sV1AUhdbWVuTm5mL9+vWR7k5YueUWCrfcAqhUEkilGSCIDGi1Wpw/P4/6+j3IzMyE29aJ3e4QGTodoNGA0C5nv9JooNBqoVj+HVot4LqBsHxf0TQNm90Ou80G+7IVhP1nt9lgNptX3oOsAFkWIRKJxN0KIpNB4s0NCwCTmOhTeJAyGeRLS4DZ7HDDEuDCJloXa56bS9Haz2ggHoSFaLEQ4QteVym7d+/Ghx9+iP/3//4fXnnlFTz++ON49dVX8eSTT6KhoQHHjh3Dl770Jeh0OjQ0NODrX/86PvnJT/LZRU5QKBRrtlgYjUa0tLSgsLDQ78KLz9oSLFxbLADHuAYGBlBbW4uUlBTO2ohkVqiuX50Dc/Q4LGxaWYUSSEhC+eN3ITE3ibN+RRKGYdDZ2QmJRILKyspIdyfseN6qVqsVra2tKC0tRWamF1crqRTIyACznGHN593CMIBe7xQZhFbrECI6HWRaLeTLogRaLeA5/yxbQezLSQHcBAhNOywgFsuqblgESULCihCXOBBXNyyl3Y5N09OQvvUWIJevGv/hjAOJITcs0WIhDOJhjPGy4BazQkUe3rc/lUolfvvb3+Lll1/Ggw8+iO7ublx//fW46aab8Morr0CpVOKGG27Ao48+itraWr67xwlrdYVi6zTk5uaiuLjY7/F8Bm+7ukJx2aZerwdN0ygpKQm5AF4g8GGx8PU5jRzthem5P8Nqs8HOppWVyZD7wOeRXStc39+hoSFoNBrs2LFD8A8EhmHQ0dGB5OTkgL7Lq0IQDlel5GRg3TrfAgRwCAsX6wf7s0SrhZQVJhoNYDB4dtiRdpeinALEVYT4c8PC8vdpZmbGIUBmZ1cEoxPw4oa1bPHwFv/hFCCpqVHhhhWtizVRWAROvIxR6PMrIAqLaID3WZkgCFAUhdtuuw27du3CLbfcgrNnz+KVV14BAFx11VV45ZVXIJFIYLfbBVHoRKFQQK/Xh/Rem82GlpYWpKeno7y8PKDJjy9hQZIkL65QZrMZra2tIEnS+w5vGIlU8PZsmZG1fQAA5PdJREFU6wxmH/gtaKtjB1m6vPBK+n+fwIbd5Zz1J9LMzs5ieHgY27ZtC3u8TDQyODgIo9GIHTt28LuQUSiAnBwwOTmrCxCKumj9cP0/64bFWkF0OsexLKwbFsO4WUGMJhOwPB/Z7XYwgbphzc+7xYFIpFLvblgJCf6D0VNTAaUyZqwg4SKcwkKoGI1G6HQ6LC4uQq1WQy6Xr8iyyPLEE0/gzJkz6OjowNzcHMxmM3Jzc7Fz504cOHAg6jdC17rgfuihh/Dggw/i/PnzK8ZqMpnw6KOP4s9//jPGxsaQkZGBPXv24Pvf//6aitYCwX/uocRYmEwmPPzww/jjH/+I0dFRZGRk4IYbbsCPfvSjFf2fmppCaWkp7rzzTjz99NNrGptQiciqXSKRwGaz4d1338X09DQYhkFKSgq0Wi20Wi3+8pe/4Oabb3ZkwRHAToJCocDi4mLQ77Pb7WhtbUVCQkJQdRr4jLEALi6WuRAWNpsNra2tyMzMxPz8POfjikSMhW5Ci+Gv/QqE2QiL1QIJSUIhV0B643Wo/vwOzvoSafR6PTo6OlBTU+PzYS4k5ufnMTIygm3btkEmk0W6O96RSID0dDDLwfOrumEZjW7WD/b/Up0OMo0GmrExMJOTyEtPd1/QsG5YdvtFN6xlKwhN07DZbLB4c8PCcqwVmwnLxQ2LFeIyqdSx4eHZX5lsVeHh5oYVxOIrmhfd69atw4EDB5wV50PtqxCewb7o7OzE0aNHMTw8jPPnz6OyshKf/exnvR776KOPwmAwoK6uzrmY7erqwsGDB/HnP/8ZL7/8Mvbt28dn94NiLRaLmZkZ/OxnP8Mtt9yyYiFvNptxww034N1330V+fj5uuukmjIyM4Pe//z1effVVnDp1CqWlpSH3O9jPPVgBZTabcc011+DcuXPIz8/HzTffjOHhYfz2t7/FoUOHcO7cObf+5+fn46677sLTTz+N//iP/8DGjRtDHptQiYiwsFqtePDBB/Hggw8CAHbu3Im9e/fi9ddfx8mTJ3H27Fncd999+NKXviQIn+tQXKFomkZ7ezskEgmqq6uD+qLwmRWKhQtXKIqi0N7eDpVKhY0bN2JxcZHzcfEdY2Ez2tD1lRcgWVqAyTWtbGM9Gn4QvQ+ptcJa4oqKigSd4pHFZDKhvb0dVVVVwhBRBAEkJjoCt/PzVwgQjUaD999/H01NTaBUKlAeVhBCq4VEo1nphuW6+HVJY+0MRqcohwhZtoD4y4blFgey7IblGoy+wg2LIHwXJfR0w1oWh9G66JZIJG6FU9dCtI5xrbjO9f4K5P35z39GY2PjitT3zz77LO677z58+ctfxsDAQNR6WawlxuLRRx+FXq/HN77xjRV/e/jhh/Huu+/ikksuwaFDh5CU5IgFfOKJJ/DNb34TX/ziF3Hs2LGQ+x3M586uQ4JZLz344IM4d+4cLr30Urz++uvO/j/22GP42te+hs997nM4efKk23vuv/9+PPXUU/je976Hl19+OeSxCRXevwETExP43Oc+h2PHjkGhUOC2227DY489hoyMDNxxxx148MEH8cc//hFPPPEEzp49i69//evYv39/RHParxWVShVUViiaptHZ2QmKolBfXx+0WY+1WHC908SlxYJhGFy4cAE0TaOmpsbpdhXrFgtXaxJDM2i+74+QjA65p5UtKsHWn39asGll2YrpSUlJKCsri3R3OIfNeJWfn4/8/PxId4dzbDYb2tvbUVZWhrS0NMeL2dlgsrMBrGIFoekVQehONyyd7qIbllbryJzF4umGxcaBLAsQerk2CEPT3t2w4FITRCKBdGHBIUCWRYjUlxuWSoUEpRIlS0sgR0fdLR+uP6tUMe2GJWSLhWvBVWD1Wh+XXXaZ19e/+MUv4oknnsDg4CAuXLiAurq68Hc0DIRqsTAajXjxxRdRU1OD+vp6t79ZrVb88pe/BAA8/vjjzkU5ANx333148cUXcfr0aXz44YdobGwMqd/Bfu7BCAur1YqnnnoKAPCLX/zCrf8HDhzA7373O5w6dQoffPABmpouFqVdt24ddu3ahb///e+YmZmJi82xYOBVWLzxxhv4/Oc/j7GxMaSnp+OHP/wh7rnnHgCOh1FeXh6eeuopXHbZZXj66adx5swZfPzjH8e5c+ewffv2mJ3g5HI5bDZbQMcyDIOenh4YjUY0NjaGtPvBfqm4/rzYdsItLBiGQV9f34oCeHy4ePHpCtXywFFImj+EmU0rq1SCTs9E7dOfhywhSl1lwkBfXx8sFgu2b98ek9/nYOnu7gZJknFhMmcYBl1dXUhISMCGDRuCezNJAmlpYJbFyKpuWCaT12B0qVYLmctrWBbsru9lAFAublj25UB0ejkdr9WfGxZBOFLvLqffTTQaYbNYHMHo7Jzo+kap9KLL1XJtEK9WkJSUoNyw+CJWn7uB4Cos/FksVoN1bfQVJ3bhwgX8/Oc/x/HjxzE1NYXU1FTs2bMHDzzwAG/ptUO1WPz1r3+FRqPBgQMHVvztzJkz0Gg0KC0tXSE6AOBjH/sY2tvbcfjw4ZCFxWp4+9yDERbvvPMONBoNysrK0NDQsOLvt956K9ra2vDKK6+4CQsAuP3223H8+HG88MIL+OY3v7mGUQgPXoXFY489hrGxMdTV1eHpp5/G5Zdf7vwbe4PY7Xbcfvvt2L59O37xi1/giSeewOjoaEwLC6VSGZDFgmEY9Pf3Y2lpCU1NTSH7YbsWk+MyO4KrxYJtLxyMjY1hZmYGW7dudZsw+HDx4it4u/v590Afeh0WqxUUTUOhUIBQJaL0sbuQvI6bVLrRwMTEBKamprB9+/aodRkIJ+Pj45ibm8Mll1wSF5lKxsfHodFocMkll3A3VxMEkJAAJCSA8eKG5YbN5h4DotM5a4IoXd2w9HqvblhszIfNMxsWRYGx2UAvu2HNzs66dM+RDYu1gkglEkjm5hwpeV2C0b26YSUl+Yz/cI0NQRwkOuADz+dJKN/RP/zhD+jt7UV5eTnKy1cm2vj1r3+NAwcOgKIobN++HU1NTWhra8PBgwdx6tQpnDlzhpcd71DXT6+++ioA4Morr1zxt/b2dgDwuih3fb2joyPodv3h63MPZpytra0A4FP0sK+3tbWt+NvVV18NADh8+LAoLDzg9cmuVCqxa9cu/PnPf0ZGRobXha9UKoXdbkd5eTl+9rOfIS8vz5mWMVYfzAqFIiBhMTIygpmZGTQ2Nq6pKKCrxYJLPGMswmGxmJ6edhbA81aVnQ+LBdcxFrNvjwO//JuzgJkj978c2d+7Ezn1wnWVUavV6O7uRn19PSfFDaMNjUaDnp4eNDQ0rPAPFiI6nQ69vb1oaGiIngxfMhmQlQVmOUX1qm5YbE0Qj2B0+fI/pxvWsvXZbrNhdnYWmdnZkMlkzu+zmxWEpmGxWgN2w5Isu2HJXFyxvLphKZUr4z+8VEhHQsKa3bBidUMvEEKxWDz22GPo6uqC0WhEd3c3urq6UFBQgN///vcr3JZfeeUV3HvvvSgvL8fBgwed7joUReHAgQN49tln8dOf/hT//d//veax7NmzB6dPnw7qPb/61a98BquzvPPOO5BKpV4tEmNjYwDgM/MT+/ro6GhQ/fJGoJ87TdMBu4+z/fJlNWJfHxkZWfG30tJSZGVl4b333oPZbI6LOT5QeBUWDz30EHJzc32KCmenpFLn34WgBAOxWIyPj2N0dBSNjY1rXnSxnyvXu/vhjrFYXFxEd3c36urqvBbA4yONLtfiRT+ghf3xv0Nqs8Jqs0EqkUIulyPx3/8VJfs3cdZupGFTBldUVHCeMjgasFqtaGtrQ2lpKTKWC90JGbvdjra2NhQXF8fmeEnyolvS+vWru2GZzWDUarS//TYyJBJI09IArRZSjcbdDctkWvFepxsWK0DYbFisG5bVumowulOASCSQTk87xYfcixuW3W6H0WoFk5QEOjkZRFoaUgoL3a0gbKHClBRHRjCvQ46gsFhYcKQ1zs7mJE4lFIvFsWPHcOLECefvRUVF+M1vfrNi11uv1+Puu+9GUlIS/vnPf6KkpMT5N4lEgh//+Mf49a9/jTfffNP5+l/+8he8+OKLaGlpgdFoRF1dHR544AE37w5fXHfddau6Hy4sLECpVLoF9PuLcZudncXMzAyKi4u9xrmyafR9xcCybel0Or/990cgn3uwwdts/32tufz1v7KyEu+88w4uXLjg02oTj/AqLKqqqpw/+7vwsWqd8IZSqVw1xmJ6ehoDAwOor693Cx4KlXC7JvmioqIC//7v/46WlhaUlZWtyZzLph6trKz0ufCM9eBtw4wepkcPQ242wmq3gyRJKBQKkNdfg5ovew9QEwJs8HJWVhYKCwsj3R3OYYvgpaSkrL0IXozQ3d0NhUKxprSSMQFBACoV+sfHYSwsRO327aB9PatsNvdgdK0WhE530Q1Lp3O4Yel0DosJixc3LMrFCkItixCztxSyLjVBjCYTpqamnPVBlEol6urqnLEhXt2wvMR/JA0NXXRbTE111EThCfLNN0GePAkmLQ1MeTmYigowGzeGTWg4E2kEYbFgXYPUajU6Ojrw4x//GHv27MEPfvAD/Od//qfzuN/85jeYnZ3F1772NTdRwZKYmIjMzEy3VPRPPfUUysrK8PjjjyMxMRG///3vsXfvXrz99tvYvHnzqv3ylrHJlfPnzyM/Pz+omI65uTkAQPpy+ulIEsjnHkgQfjhhN1HYz0nEQcSdnF3za3vm22Z3weVyubP2hdlsBkVRSEhIiB5zux9Wc4Wan59Hd3c3Nm/ejNTU1LC1ycfuvkqlgkqlQnp6OlJSUkIWRWaz2Zl6dLWsOXwIC65iLOxmOzrueQFyzRIoyg4QBFRKJei6Omz90U1hby9aYIN5CYJAVVWVYF0qXBkcHITJZIqb4PTJyUnMz89zG1cRRSwuLmJsbAzbt29ffQEjkwGZmWCWN0r8umHpdN7dsFwyZMHzOcIwoBnGLRjdGQOy/PykWEsJTWNqasrxPhc3LGdK3oUFSCQSZxwI64a1bnoayWfOQLrs6sEoFKsXJWStIElJa178E319jv+r1SDefx94/31HH9LSHCJj+V+oQmMtMRZpaWm44oor8I9//ANXXXUVfvjDH2L37t3YunUrAOCf//wnAOB//ud/8D//8z8+z7Np00VL9V//+le3jbVrr70WTU1N+OUvf7nmYmyhBG9rNBoA8PlsZ183eVrnljEYDAAQ1hTbq33u7PUM9Dqy/TcajV7/7q//rGeFWq0OZgiCh1dh0dvbi/b2dkilUlgsFsdujMs/q9XqLI5ktVpB0zSmp6dx2223Yc+ePTh+/DgOHjyIqakp3HPPPbj55pv57H7IsBYLT5Py0tISOjs7UV1dHXb3Ab6K5AFri0tg6xlkZ2f7zSITq1mhGJpB81dfhmRoAFbKDgYASRDQpKYj794dGBkbgUKhcP6Ty+WQyWSCWKSNjIxgaWkJO3bsEJQV0hdzc3MYGRnB9u3bo7cIXhjR6/XOjZF48DG22Wzo7OxERUVFWKzLANzdsNatW90Ny2JZmQ1Lp1tZE8RohEwqhXZ5YQg4Nrhy8/KcKXlZKwhNUavWBAEcbjQS1g2LJCGZmXEvSsi6xXqMi82C5S3+wylGUlIAb4kcDAYQExNePwpCrQZx/jxw/rzjo2GFxsaNDqGRlRWQ0HDdyAw1K5RMJsOtt96KDz/8EIcPH3YKi/b2digUCvzrv/7rqu93LTjnaa0nSRI1NTUYHh7224+f/vSn6Onp8fn3ubk5JCUlubkt3Xnnnau6WbGbnazLkCesBXrCx3ViXy8qKlq98yHg7XMP1mLB9mt8fNzr39nXfa1NWOHlTKstAoBnYfH73/8eP/7xj4N+n1wux549e/Duu+/ixRdfBABUV1fHlLDwtFjodDq0t7ejoqICOTk5YW+TryJ5QOgLfoqi0NbWhoSEBGzcuNHvQpqPMXHRRuvDb4A8/z7MZjMYOO5nKjkNBQ/9K6TJMuh0OiwsLMBiscBisYCiKBAEsUJs+Po5WgXI/Pw8BgcH0dTUtKZkBLGC0WhER0cHqqqqwrfojGLYApaFhYXIWg6OFjrd3d1ITEzkLUWoGwQBKJWAUgkmN3f1bFh2O8bPn8epv/0NSosFSosFOQoFNl16KRRaLRSuwei+3LDsdhj0epgtFigUCtAubliM2byqGxbJFiVcWIBUInErSug1GD0xcaXwMBoBo9HhUiaXO/75iANZITTS0x2uU36EBu0SVL+WdLOsIJifnwfgiLHSarUoLi7Gc889F9I5Acd37P3338eePXv8Hvv6668HHbx95ZVXriosspdrz7i6a7nCBqM3Nzd7/Tv7ume17nDh+bkHa7HYsmULAODDDz/0+nf2dV9uaEtLSwAufk4iDngVFqyf3rp165z+5QqFAkqlcsX/2SAjs9mM/fv3AwA+8pGPIDk5GRRF4ZprruGz62siISHBLcbCYDCgpaUFxcXFKCgo4KTNaLdYsC4yAFBTUxPQ4jgWLRY9LzaD+vsRWNm0snIFJImJKHvybuRt9Z5Jw263O612rNiwWCwwGo1YWlpy/m6320EQBORyuZvY8CVA+LQYGAwGZ6XpcLr4RSusSI6XIngA0NPTA4lEEhdFDgFgamoKCwsLuPTSS6NWzDuRSmFPSYHaZSfVkJ0N6pOfdD+OYby7Yel0YObmMN/RgcKUFKisVoe1xOO9DBzZsWyuVdGXs2Gx3gcraoJ4c8OSSBzpeJetIFKp1DFfscUF1eqLaYEBQC4Hw4oNudzhdubyM7G0tFJosK5TGzcCmZmAl+dWqNeVXdCzMUZyuRwqlQrj4+PQ6/UhbzQ888wzGBsbwxe/+EW/x/qrbv3OO+8EvZGZk5ODvLw8jI+Pw2g0rghyvuyyy5CamorBwUG0trY6F+osf//73wHAuYYLN56fe7DC4vLLL0dqaioGBgbQ0tKyIvPVX/7yFwDATTd5d1dmY8tc44dFeBYWX/va1/C1r30tpPdSFIWGhga3yPtYSYPnGrzNxhMUFBRwYh5k4SPGwrWtYBbjbAE8g8HgVgDPH3xZLMIlLMZPDUH384OwL2eBkclkkMplyPzPf/MpKgA4q/66Zu/wBkVRK8SH1WqF2WyGRqNxvsbee94EiLffg6307gnr3rZ+/fq4WGQzDBNXRfAAR8KJmZmZuKnPYTKZ0N3djZqampixvnnOY16flQThcFVKTgYKCpxWEIZh8OH77yP56qsh3bQJNiAwNyyt9uLi/2JHwACgKepiUULXmiCruGGx2bAIkoQkPR2SzExIKQpyoxFyoxFStRqEaxV213EtiwxGLgchl4NobXUKECYrC0x1NdJ1OqgMBsBP8PaZM2eg1+uxe/dut2NsNht+/etf4+DBg1CpVLj11ludf7v22mtx6NAh3H333XjmmWfcFuUMw+DkyZOQyWS44oorvLb53nvv4bvf/S7+8z//Myw7/qEWyLv88svx17/+FS0tLSuqYMvlcnzpS1/CI488gvvuuw+HDx92PreeeOIJtLe3Y+fOnSsyZv3oRz/CQw89hE9/+tOrWnSC/dzZjFA//OEP8cADD+Df/u3f8MILL/g8v1wuxz333IOHHnoId999N15//XVn/x977DG0tbXhqquuWlEcDwAGBgawsLCAnTt3xoUbaDDwHrztOtm5+jcC7mZJ9u9Ok+ryYodaDkqTSCQxISoAR5CzzWbD0tISenp6kJWVxXn2FD4W4Xa7HRqNBktLS7AvT+6+8lm7Mjo6itnZ2aCLAMZS8PZizzymvvc8GKtjsS+RSCCXyaH67C0o+2hNGHrqSFnIBtCvBk3TXgWIxWKBTqdzew1wCJvVrB/sP28ChGEYtLe3IyEhwWuxKCEyMTGB+fn5uIkjMRqNuHDhAmpqavzee0KAYRh0dnYiNzeXE7dVrghIWPhgbGwMFovFfUGoUAA5OWByclZ3w6Ioh8hwtYIsx34otFoo2Nd0OsexFzsMAKAZxqcVxE5RMNM0GJnMmSZXYrVCajRCbjBAZjBAQlEgAWcBQnL5H8G2wTAgaRp45RVsN5vRaLOhOy0N/1de7vP729/fj7vuugtZWVloaGhARkYGFhYW0NnZiampKSiVSvz61792y3r30EMP4cyZM3j55Zfx5ptvorGxEenp6VhcXER7ezumpqacO/qeDA8P41//9V+xf/9+fPe73/V7vQKBXU8Fyw033IC//vWveOutt1YICwD41re+hRMnTuDcuXOora3F5ZdfjtHRUbz33nvIzs7Gs88+u+I97NrE3/M/2M+dHWOg5weA7373u3jjjTdw5swZVFRUYOfOnRgZGcG7776L7OxsPP/8817fd/LkSQDcWWNiGd6Fhevk5jnRBbJTutbd1EjAWix2796N22+/HV/72tc4F0V8WCzm5+fx/PPPY3Z2FgqFAunp6W7p9rwxPT2N4eFhNDY2Br0oiZV0s8Z5I/ruew6k3rFoJ0kSSoUSxDVXou6+ldVLuYZNNelvV4VhGJ8CxGAwuP2NFfeewkOn08FgMKC6uhoGgwEKhQJSqTRmNgGCJd6K4NE07XT5iqVF9loYGRmB2Wz2WiAsmglVWBgMBvT396O+vj60561EAqSng1l2fV41GN1o9FqUUKrTQba4CLKvD1CrHdYSinL+I+x2MHY7aJsNtNUKxmYDQ1FgaBoEw4CxWkHYbI7jGAbeKiwRBAHaagVB06AIAlqtFkajETabzZlel/3Mdu7cifvvvx+nT59GR0cH5ufnIZfLsWHDBnzsYx/D3XffvcIlsLKyEufOncOjjz6KN954AydOnIBcLkd2dja2bt2KG264AVddddWKfqnVanzsYx/Dhg0b8Nxzz4Vt7gzVYnHrrbfi61//Ol5++WWvz3elUonXXnsNjz76KF5++WX885//REZGBj7zmc/g+9//vtd4JLZi96c+9alV2w72c2fjE9lK2f6K/7H9P3HiBB5++GEcPHgQ//d//4eMjAzccccd+NGPfuQznurgwYOQyWS44447/LYRb/AuLPr7+3H27Fls3LgRO3bscPubyWRCS0sLxsbGYLVaUV1d7bPUeizBfpkzMjJwzz338LLI4iMewbNAHmtx8jU+tgDe5s2bQ0o/x1eBvLW0YTfb0X7P7yCZm4HJbAKwnFa2uhrbH/lY+DrKAa4B46vBMIxb9jZWbCwuLkKtViMpKQk9PT2wWCxO0/Rqlg/2tVjLhMUWwSsrK4vNonAh0Lec/jNeXL50Oh0GBgawdevWi7UcYoRQhAUb+1ZQUMD9PU0QQGKiI3A7P3+lALHZIDtwwBF4TVHAsljAspAgrFZIlv9h+XW4xDICcASmUxRgsYCxWh3HUBQYwK0auiE5GSUlJbBYLDh+/DgAOL0lpFJHEdOPfvSj+MQnPoGEhAQkJiYiOTnZOVf6+myLiorw1FNPBfyRWK1W3HbbbTAajTh69GhYLYKhWixUKhU++9nP4uc//zk+/PBDr2sylUqF73//+/j+97/v93w0TePtt9/GNddc49MNjKWkpAQPPPBAwH1ln91vvfUWdu/ejZ07dwb0PpVKhQceeCDgtsbHx3Hy5Enceuuta6rfJVR4nSm1Wi0effRRPPfcc/j2t7+NHTt2wG63QyqVwmw24/HHH8d3vvMd5/Hr16/HT37yE9x+++0xE0/hic1mw7333gsAeP7553nb1eTDFcpZ6dXlulAU5fUBzGbBqqysDPmBxZfFItTPjaEZNN//V0j6e2E2O/J6q1RKUHnr0PCLfwMpFYabjGvAOItGo8HQ0BDq6+udGYIYhvEZiK7X61fNhOUrC1a0ZMJiXb5SUlL8pkkWCrOzs5iYmIibuAo261VxcXFMJiAIRVh4dYGKFFKpw/pBUY7/q1RgXBbaXp8EDOMmQFjBQbCvWSwOK4leD7NaDWJZeJhSU2EwGPDpT38adrsder0eJpMJZrMZZrMZVqsVJpMJdrvda8A3SZLO9LtsApqEhAQkJCQgKSkJCQkJjmB1P9fg3nvvxenTp/H0009jeHjYmWZWoVCs2WIWqsUCcBTf++1vf4uf/vSneOmll9bUj5aWFqjVavzXf/3Xms7jDZqmMTQ0BLVaHZQgCZaf/vSnIEmS0zZiGV6Fxfz8PN5//32UlJTgYx9z7N6yN/qbb76J73znO0hLS8POnTuh1+tx4sQJfPe730V9fT2qq6v57GpYoGkad9xxB2ZmZgDw68bFx+6+p8UC8F7t22QyobW1FcXFxWsK5uXLYhGqeGn/nxMgz5yD2WwBzTBQKZVgktOw6akvQJkmXDcZi8WC1tZWlJaWuqUdJQjCkec+AD9XiqLchAcrRnxlwmIf4P4C0blaAA8MDMBsNmPHjh0RFzl8YDKZnDV3PDPDCJW+vj5IpVKvVZNjAc95zN93wWg0rs0FKtyw6XWXi5QF/B6FwlHETyZzpuelVSrHzyoVGKUS/ePjaOvogG5pCSqTCfObN2Pbtm3O7E2r1SVgrfMmkwl6vR5GoxEmk8lt00StVq+IGQXgFCCsFUSpVEKlUjmtIG+++SZomsaXvvQlt/cVFRWht7c38M/BR79DnQ9zcnLw1a9+FQ8++CA6OjrWFEze2NgIs9kc8vtXg2EYVFZWcroBOTU1hV/96lf4whe+gMrKSs7aiWV4FRZ6vR5tbW3YunUrmpqanH7aBoPBaX687bbb8Mwzz2Bubg533XUX/vGPf+Cll17Cj370I6dbRaxw77334vz583jzzTdRWFjI2ZfJG3y6QgEXH2IU5e7NarPZ0NraipycnDVnweLLChPK59b3chtsL7+ynFaWgkIuB6lQYv2jdyG9TLhuMjRNo7W1FRkZGWvauZdIJM4dvtXwzITF/uyaCctqtToD0T0FiC9XrGAWUnNzcxgdHcX27dtjzj0mFGiaRnt7O3Jzc5GXlxfp7vDC/Pw8JicnY9o6E2ymvs7OTn5coIKAKS4GzGZH7Q6VyhFAviwOoFI5fl5+zfk6+8/Hd1Oj0eAvv/oVNMXFmFYqUVhYiNzcXK+Byd4gCAISiQRJSUmrppFlP3+r1Qq9Xg+DwQCj0Qiz2eycvwwGgzMwHQCefPJJtzbYjRmFQoGuri6oVCpnu6z3Q6AbG2v1+vjOd77j5lESjazFKhMo+fn5PiuNizjg9anIKn32y2hfTsGpVqtx+vRp5Obm4pPLebazs7Pxla98Bf/4xz/Q2dnpfH8s0dDQgG984xsoKCiARCLhVVjwsQj3ZrFwFRZsbv/ExERUVFSs+Qsfra5Qk2dGofnZixfTykqlkMrlSP/6Z1BwaaH/E8QoDMPgwoULYBgGVVVVvOzch5oJy/VnvV7vJkAYhlmRCctXWl6r1YqOjg5UV1fHRRE8wGGdsdvtcbM7Z7Va0dnZicrKypi2zgTjChVVLlAu2D127tcKwzB47bXXYDabMTc3h4yMDEilUuzbty/smwTs583OIZ5VtT37ZbfbYTQanW5YrCuWzWaDRqPB4uLiio07Tzcs1gri6oaVmJjotPYL3boaa5vPQoVXYcHe1J6uEUajEe+//z6qqqqwfft2UBQFiUTidJthXYlijc9//vMAHDe7XC4XrMXCm7Bgd8AAR5X0cExo0Vggb6l/AePf/g2wvFCVkBLI5QooPvERVHx8i/8TxDBjY2PONKtR4TrhQrCZsNj6H64CRK1Wu7lmsfeFVCrF+Pi4MxuaNzEilExYCwsLGBsbw/bt26PuGnMBG7yclpbGWfFSvghUWESdCxSH9PT0oK+vD2q1GiRJIiUlBfX19ZzWlAoE1r0zNTV11XgednPWbDa7uWGxVhCj0QitVutMy+/JuXPn3AQIK0KSkpKQnJy8IhtWrCEKi+iAV2HB7jKyQoG9Adjfs7OzoVQqnTUR2L/H+mTHThp8ms/4jLEA3F2hGIZBb28vjEZjUAXw/BFtBfJMS2b03vsbkDoNzBYzSIKEUqkAdl6GzV/bxWk/I83CwgL6+vrQ1NQU02lWXQPGV8tURtM0Ojo6YDQaUVZW5syKZbFYoNVq3QSIayYsfxXRozkTlsViQUdHByorK+PGOjM5OQmNRhMb1bX9EIiwiFYXKC6wWCx47bXXYLVaoVarsW7dOiQmJuKaa66JdNcChnWRSkxMXLWAqqsblsFgwNDQEPR6PVJTU326YXm2wcaBsMHoKpXKLRtWIMHofCMKi+iAV2GRnJyM3NxcTE1Nobm5GQ0NDdDpdHj55ZcBwFlVm70x2B3+lJQUALGrogGHlcZisfDWXqRcoWiaxsjICObm5oIugOcPPiwWgbZB22m0feX3kMxOOQWjUqUEtXETtv/3rSDI2L1X/WE0GtHe3o6qqqpVgxyFxOTkJJaWlrBjx45VhRTr0uCtHohrJiyr1eoMRPeXBSsSmbAYhkFHRwcyMjJifuc+UIxGI3p6erB582a3jGexSk1NDTZs2OAsROttLmZdoNhnr5A5ceIEdDod5ubmkJqaCoVCgT179giyyKOrG5bdbodarca2bducaylXWCuIwWBwWkFcs2GxblieweiublisKylrBWFdsJKSkngVIGsJUBcJH7wKi5SUFNx888341a9+hS996Uv44Q9/iM7OTvziF79AcnIybr75ZgAXF3fnzp0DABQXFwMIn7B4+OGH8be//Q3d3d1QqVS47LLL8Mgjj3DqQyyTyXh3heJjd5+dNNgJh12AhVIAL5D2osEViqEZfPjNv0PafQEmk+OaqlQq0Dn52PKLOyCRx7aFbTXsdjtaWlqQn58fNwvOYIrguWbCWm1HEViZCYsVIyaTyemGZbVaYVvOze8r7oOLTFhDQ0Mwm83YsmVLTG/oBAprkSooKHDLbBbL+EuG4OoCJfQkBBMTE/jwww+h0+lgt9uRnp6OkpIS1NTURLprnNPb24uCggKvogK4aKFISUnxeQxwUYCwmyRsLAg7f63mhsXWBGHdsFxT8rLB6KyYX8t8I1osogNeZ5OEhAR89atfxUsvvYTz589j3759zr9dfvnluPrqq52ZC9ggydraWudx4XrAnTp1CnfffTe2bdsGu92Ob3/727juuuvQ1dXldzEQCuxig0+LBR+7+4DDasFeF5PJhL6+PuzatSukAnj+4MsVyl8bnT8/DeLU2zBbLKAZGkqlEkxSKip//gUkZMVusKc/2F1shUKBioqKSHeHF7gsghdoJiyapr0GobNuWOxrgWbCYn/35aK4tLSEoaGhuMl6BTiElN1uj5v7Op5coCiKwpEjR2Cz2bCwsICcnBwoFArs3btX8KJ5bm4OGo0mLAKKFSBs8ozs7Gyvx3m6YQWSDcuzDc+aIJ7ZsHxZQURhER3w/tSorKzEq6++ii9+8YtQq9WQyWSoq6vDM888A8A9wPsTn/gEbrvttrBnqjh69Kjb7y+88AJycnLwwQcf4MorrwxrWyx8WywIgliRQYIL2MUJRVGYnZ1FSUkJZw+qaLBYDPy9C5YX/w9Wqw0U5UgrK5ErUPDjf0fGRmHsdPpiYGAAer0eO3bsiIvJO1qK4JEkGXQmLG8FCV3/5pkJy1VsjI6OYt26dSBJ0lnAVMhoNBoMDw/HTYA6EF8uUO+99x5mZ2exsLDgrBdxxRVXID09PdJd4xSKotDT04OysjJeXfs8s2Gtth5grSBsNizXYHSbzQadToelpSWfblhqtRp/+tOfkJ2djby8PNA0jZycHBQWFiInJ0fwc1e0EpFP/bLLLkN7ezvGxsYgl8u9lkQnSRKXX345L/3RaDQAwOnOjVwud+4o8gFJkk4XCi6RSCTOHdX09HROP8NIF8ibem8Ci4/+HrTNBpvd5kgrK5Mh7aufxvorizntV6SZmZlx1m4IZ9xMNBNrRfCCyYTlGnzu+m9qagqAo8r2+Pi4s9bQapaPWM6EZbfb0d7ejrKyMk6srNFIPLlALS0t4fTp0zAajTAajc4F544dOyLdNc4ZGRmBVCrF+vXrI90Vn7AWiuTk5FW/f55uWAaDASaTCRRFISEhASMjI2hubkZ3dzcoisKBAwdAEARycnKQl5eH/Px85OfnIy8vDz/84Q/j5hkWKSI2qzAMg8JCR45/X+YrdoHH5cOKpmn8x3/8By6//PI1VZP0hxDTzQKOa6TVakGSJFJTUzm1kvBhsfD1uamH1Rj75nOAxQSLS1pZ2b/sx8bbhb3rp9Pp0NnZidra2rjJDjQ7OyvYIngEQUAul0Mul7s9zIeHh0GSJC677DLIZDJnILq3iui+MmH5y4IVbZmwent7oVQqI2qR4pN4coECHJmgUlJS0N/fj8zMTMhkMuzbt0/wlimTyYTh4WE0NjZGzXdtLfhyw6qqqsKePXsAAK+99hpuv/12dHV1obCwEDMzM5iamsLU1BSmp6cxNTWF2dlZwc3n0UjEPmHXm92XWwUfX4i7774bHR0dePvttzltJxKuUFzv7lMUhZmZGbcvKpdtRqqOhUVrQc9XfgNSuwSz2QyCIKBUKsBcsh3139rDaX8ijdVqRUtLC4qLi5GTkxPp7vCC0WhEZ2dnXBXB02g0GBgYwNatW527ea6B6P4qDPsKRHctRmixWJyZsALJghWuQHRfzM7OYmZmBpdccokgFl+esL7tBEE4s48tLi7GjQsUAOTl5eGqq66CTCbD3Nwc6uvrsW7dukh3i3P6+vqQk5MTN1n7KIrCd7/7XXz+859HWVkZAKCwsNC5eS3CL3Et3e655x4cOnQIb731FufmQrZqL19w7TZE0zQ6Oztx5ZVXIicnB9PT02hsbOTUbzUSwdu0nUbrV16EZGrcLQOUvawC2392m6DTytI0jdbWVqSmpqKkpCTS3eEFiqLQ2tqKgoIC5OXlRbo7vGCz2ZwB6qsV5/IFQRDOlJPBZMJyjQNhM2Gxr3nLhLWaNSRYAWKxWNDV1YVNmzYJMt0oAHzwwQc4ffq08/eSkhLk5eXFhQsUi06nw+TkJG677TZYrdaYrqQeKIuLi5ifn+fNlTwaeOGFFzA9PY0f/ehHke6KCOJUWDAMg6985Sv4+9//jpMnT/KyaJLL5YLJCsUWwDOZTNi9ezc0Gg0oinJWSucKPoO3GQZobSVhf+mfkHR2wGQ2A2CgVKlAZ+Zgy9Ofg1Qp7K9PT08PKIpCTU2NIHd0PWEYBhcuXIBUKo2r7EBdXV1ISkrixR0o2ExYnkHoFosFOp3OTZwA7pmwVosFkUgkTnegzMxMzuesSOI6VzIMg4mJCTQ2NsaFCxRw8d7esGFD3FgeaZpGd3c3SktLoVAoIt0dXjAajXj44Yfx9a9/XfAB+bGCsFdGPrj77rtx8OBB/OMf/0BycjKmp6cBAKmpqZztXvEtLLjc3R8eHsbCwoKzAB4fQdUAv65QH3xA4tX/PIcdgyehVFgBgoZSoQQSklHx5F1IzAl/WuJoYmxsDDMzM9ixY4fg/ZFZxsfHsbCwgEsuuSQusl4BjjFrNJqocwcKNhOWNwFiMBjcBAibCYvNdpWVlYXe3l6fgeixjutcqdVqkZ6ejvLy8gj2iF/GxsZgs9nixtoKOMYMAEVFRRHuCX/89Kc/hUKhwNe//vVId0VkmdifPUOATW179dVXu73+29/+FnfccQcnbUYiKxQXi/3JyUmMjY2hsbHRmX2GDxclvtohSRIGA4kzz/WhofvPsNA0TCYJUpIlkCTLkfejzyOrWtixBouLi+jt7eWkyGG0otFonGOOl50+nU6H3t5eNDQ0xGyl6WAzYanVarS3t6OwsNBZW4gtRsgKEJqmIZFIAgpEj+ZMWOxcabPZsLi4iC1btghCMK0GRVHOOlj9/f3YsmVL3GyMWCwWDA4OYvPmzXGzMTI7O4unn34azz77rJjpKYoQ9izjAz6yJXmiUChi3hVqYWEBvb292LJli5tpma8MVHxZLN75kwy1bz8Pi5kGSQAyGQmFgkTKPZ9E0bVlnLYfaUwmE9ra2lBZWRk3ZmWr1YrW1laUl5fHzZjtdjva2to4rTsTTbBxIIODgygqKvLp6uYtExZrDXHNhGW1WkFRlNdMWN4ESSQyYTlcOhnMzs4iKSkpLtLpnjlzBv39/SgqKkJubi4yMzMj3SXe6O/vR0ZGRlyN+Xvf+x6qqqrwyU9+MtJdEXEhLoVFJIh1VyitVouOjg5UVVWtWHzxEfvAVzutpy3Y8MorYKxmMAwNCiQSEwkkfvx6bLpjG6dtRxqKotDS0oLc3Nyozn0eTtgieKmpqXHjPsDGkiiVyrhyExkYGAAAZ9YYbwSaCQuAmwBxdcUyGAxYWlpy/h5IJiz293BmwmJTgdvtduTn50etZSVczM/P45133oFWq8XZs2fxL//yL9i4cWPMWuOCQa1WY3p6Gpdddlmku8IbnZ2d+NOf/oQ33nhD8Pd2rCEKC55QKBTQ6/W8tRfO3X2j0YjW1laUlJSsKGZotVphNpuh1+uxtLQEpVLJmfsM165QugUrLtzzEjIsaixXUAFJEhjIaELTl27grN1ogA1olclkqKysjHR3eKO/vx8WiwVbtmyJm4fT5OQkFhYWcOmll8bNmBcXFzE2Nobt27eHbeEebCYszzgQk8kEjUbj/N0zE5Y/Vyx/4zCbzVhcXEReXh5IkhT0tWYYBq+++ipsNhvm5+eRkZGBDz74AJs3bxZ0gD7gGHtPTw+Ki4vjxnWVYRh861vfwvXXX48rrrgi0t0R8UAUFjzB5hDni3DFWLBuInl5eV53dP/5z3+is7MTk5OT+PDDD3HVVVdxluaOU4sFw0D18ouoSx7EhJZ0treQWoKEL38KaenCfSgDwNDQEDQaDXbs2BFX/rnsYlPovucser0ePT092LJlS9zEkthsNnR2dqK8vDwi2YHWmgnLarWumgnLl+vV0NAQkpKSnItNIQuL1tZWjI6OYnFx0Wlt2rZtm+BFBQBMTEzAarWiuLg40l3hjTfffBNvv/022traBH1fxyrx8TSNAmLRFYqiKLS1tSE5OdlnNhGJROK24Oey8jaXMRbSQ4cg725BTe0cCCIJ4xNJWJKmQfOpHbis+h20tvr2n462asLBMjs7i+HhYWzbti0u3AYAR/Gwzs5O1NTUxE0qSoqinIHL8eSH3d3djcTExKgvlhVMJiybzea1IjqbCctoNMJgMECr1UKv10MikSApKQnt7e0+5zF2Lo81DAYDjh8/DrPZDK1Wi/Xr1yM1NRVXXXVVpLvGOTabDf39/aiuro6bIHWKovCd73wHd9xxBzZu3Bjp7oh4QRQWPKFSqWIqKxRN0+jo6ABJkqiurvb5wGEnMz6ExcUaE0xYH4CSc+cgeeMNLC0twW6zYcclBNJGVZj+7Bdx2b+kek1j6c2H2l8GmWgUIHq9Hh0dHaipqYmL4E7gomAuKChY4donZHp6eiCRSFaNMRAaU1NTgnP7IknSOZ94w2g04ty5cygrK4PVaoXdbgdFUcjMzERSUhIsFovTBYu1jtA07Xbe1WJBom0Oe+ONN2AymTA3N4f09HTI5XLccMMNcbFJMjAwgJSUFGRnZ0e6K7zx4osvYmxsDA899FCkuyLiA1FY8IRcLnf60PLBWnb3WZ9Ns9mMxsbGVV1jXHe5GIbh3GLBthOuBxvZ2wvpyy9Dp9PBZDIhJSUFCUlJqHvqc6itdJjR/bkwuFYT9hQgi4uLzoe3LwHi7QHOx8PbarWipaUFGzZsiJsFdjwWwQMcC+yZmZm4qtFhMpnQ3d2NmpqauHH7YovC5efnw2q1QiKRODd/srKyvAbre2bCcnXF0ul0mJ+fd77GpnP1t4Eil8shl8s5n8MGBwfR0dEBjUYDAEhLS0NVVVVcfLd1Oh0mJiairgYNl5hMJjz44IM4cOBAXFldYw1RWPCEUqnk1WKxFleo4eFhLC4uOgvgrYZnUCDXFgsAzt21NZ9vZgay55+HyWCATquFKiEBySkpoG67DUwQAcyB+lD7EiB6vd7tob6aAPF8kIcqQGiaRnt7O5KSklBaWhr0+2OVeCyCZzQaceHCBdTW1sZVcGdnZydyc3ORkyPsujOujI+Pw2Qyob6+HsPDw25/8zVPhJIJyzMOxGg0rpoJa7VA9FAzYdlsNhw9ehQ2mw1LS0vIy8uDUqnEnj17gj5XrMEwDLq7u1FYWOg3eYCQeOyxxyCVSnH//fdHuisiqyAKC55QKBS8u0KFYrHwVgBvNTwtFlxmbXJtZ83odJA9+yxsGg2WlpYgk8mQkZ4Oevdu0Byl7AtUgPh6eOv1eiwsLDh/97Z76Ovh7SlA+vr6YLFYsH379rjZ7VKr1XFXBI+mabS1tWHdunVxtcAeGRmB2WxGfX19pLvCG0ajEX19faivr4dUKl0xF4fjex5MJixv1dDNZrPPTFiBFCR0FSBvv/02FhcXMT8/7wxSv+aaa+LCpXN6ehpGoxENDQ2R7gpvzM3N4amnnsLPf/7zuJm/YxVRWPAE3xYLVlgE4zY0Pz+Pvr4+bN68OeCAVteAMa6Fhasr1Jqw2SD/zW/AzM5ifn4eJEkiOzsbTH09qI98JAw9XRuBPrx9uS/4EyA0TcNgMKCwsBCzs7NR7T8dLqxWK9ra2uKqCB4A9Pb2AkBcuIaw6HQ6DAwMoKmpKW6yfbm6QLEFDz3nST6/1xKJJOBAdG9ZsFg3LG+ZsORyOQwGAw4fPgy73Q6z2YzMzEykp6ejsrISFEUJOpDZbrejr68PGzdujJv7GwB+8IMfoLy8HJ/61KfCcr5f/OIX+OlPf4rp6Wls2bIFP//5z7F9+3afx//5z3/G9773PQwPD6OiogKPPPII9u3bF5a+CI34uSsjjFKp5DXGwtVtKJBJVqPRoLOz02sBvNXgM8bCdUwhwzCQHTwIDAxgbm4OABw7ucXFsH/2s0AMLapDESBLS0sYGhpCdnb2imrCgVhA2H9SqTRmBAi7a5+WlhY3RfAAR7avqampuEohzGa+Ki4uRlpaWqS7wxuuLlAskRQWgUKSJJRKpV/rOMMwTsFhNpvxhz/8ASRJwmQyQS6XQ6/Xo7CwEGfPngXDMJBKpasWJGRfi6V5jGVoaAgqlQp5eXmR7gpvdHd34+DBg3j11VfDIhpffvllHDhwAL/85S+xY8cOPP7447j++uvR09Pj1bJ75swZfPKTn8TDDz+MG2+8EQcPHsRHP/pRfPjhh6itrV1zf4SGKCx4IhKuUEBgwsJoNKKtrQ2lpaVBu0uw7bAZm7gWFmutZSE5ehTEBx9gYWEBFEUhOycHksxM2O66CxBoFhFWgEgkErS3t2Pjxo1eF9iuAsR1p9CbBYQkSZ+pd6NNgAwMDMBqtaK+vj7ifeELk8nk3Cjw53onJPr6+iCVSuOqorinCxTLpZdeirq6OqflOiUlJYK9XBuuGx79/f0wGo2gadq5wL788suxa9cuMAzjTMXraQnRaDRur3nLhOVLgESLJddgMGB0dDSuXFgZhsG3v/1tXHvttdi1a1dYzvnYY4/hC1/4Au68804AwC9/+UscPnwYzz//PP7zP/9zxfFPPPEEbrjhBnzjG98AAPzoRz/CsWPH8NRTT+GXv/xlWPokJERhwROsxSLcqVJ9EajbEJsZKD8/P6Q876xoYcfEpbBg2wlVWJDnz0N69CjUajWsVqsjNWFyMuxf/jKQmhrmnkYXFEWhpaUFWVlZPq9zKBYQfzEgkRYgbBG8HTt2xI3bABuYn5ubG1e7mvPz85icnIyrwHxvLlAsWVlZyMrKilDPuMFgMODNN9+EyWSCXq/H+vXrkZGR4ay+zAaM+0s165oJy1OA6HS6VV1JvaXgdf2Zq+c7m62xoKAgLuJIWN566y2cOHECLS0tYflsrVYrPvjgA3zrW99yvkaSJHbv3o2zZ896fc/Zs2dx4MABt9euv/56/N///d+a+yNE4uNJGwVEIisUsLrbkN1uR2trK1JTU0PObe8ZY8GHsAjFFYro74fspZeg1+lgNBqRnJyMhKQk2O+8E0xBAQc9jR7YxQdJkqiqqlrz5LxWAeLtwc3uHPoTIcEIENciePGUOWVgYAAURaEyiMxmsY7VakVnZycqKyvjykLjzQVKyCQkJOCaa67BCy+8gPT0dMhkMuzdu9dv9kJPXDNh+cNbNj+r1bpqJix/geihZMKam5uDVqtFXV1dUO+LZSiKwre//W185jOfQVVVVVjOOT8/D4qiVqRYz83NRXd3t9f3TE9Pez1+eno6LH0SGqKw4ImEhATeYyxWW4TTNI3Ozk5IpdI1LTb5dIVybSeo98zNQf6b38C8XIlWqVIhJSUF1K23gqmp4ain0cPIyAiWlpZ497UPhwDxzKHv6rqwmgghCMKZDSleanQAjofm2NgYtm/fLugAVlfY2iSpqakoEPgmgSu+XKCEDEEQSEtLw0c/+lFoNBpIJBLO3d6CSSfuLRDdVyYsmUzmNwuWXC6HRCIBRVHo7e1FeXl50CIqlnn55ZcxNDSE119/PdJdEQmC+JiNogC+g7cB3ylnWZOqxWLxWwDPH56uUFxmhQJCSKNrMED27LOwazRYXFyETCZDZkYG6F27QF95JXcdjRLm5uYwODiIrVu3Rm2KvkAECCtaVxMgrr7TgONekUgkaGtr8ylCoiEGJFyYzWZ0dHRg06ZNAWd1EwKTk5NQq9WCqq7tj9VcoISMwWDA0NAQtm7ditTUVM6fN8EQaiYsz4KE7GtWq9UZiM5uEi4tLTkD1j3FiNDEpdlsxg9/+EPcd999Ya0snpWVBYlE8v/ZO/P4KOr7/7/2zH3fd0JCSIDc5AIVDxQQVLS12taKB/SnAq1ivypetR6lCAr1qGhVqFIrUm8EFEEEJBwBct/3tdlkk93N3uf8/khn3E029+7ObmaejwcPspvZmc9sdmc+78/7/Xq9IRaLrZ4Xi8Vjlo5GRkZOaXumM7s+iS6Ml5eX0wOLsTIWra2tGBwcxKJFi2Z8MbIMLFyuFMpohOD990H09qK/vx9cDmfYVjYjA6Zbb3XoOF0BlUqFqqoqpKenu7VwExj+u082AGlvb0dbWxvS09NhNpvHDUBGijfHyoS4egBCEASqqqoQGhqKqKgouofjNNRqNerr65GZmTlhXf1sgmklUMDPmamYmBgE/E8T545amqk6YQ0NDaGiogLx8fHg8XjQ6XRQqVRWAQlBEODxeBOK0N3hWkby97//HQCstBD2QCgUIi8vD8eOHcOaNWsADAd7x44dw8aNG22+pri4GMeOHcPDDz9MPXf06FEUFxfbdWyzBTawcBJkxmKy9q/2gMvljpqEd3d3o6urC3l5eXZZwaZDYzGpjAVBgL9/PzgNDeiztJWNj4fxnnsAN7whTQWDwYCysjLExsYyaqIpl8upHgbj2Y1ONQNiKwCxdQOn66bd0tICnU7HKOcrs9mMqqoqREdHzzqR8nhoNBo0NjYiKytr3IUhrVZLlQ9aBubuikgkglqtZkwwRQrGe3p6EBERMWYvGtIJy1ZDQks7cVvXsvECEDqdsAYGBvD3v/8dr7zyyqQa9U6VzZs3Y+3atVi0aBEKCgqwa9cuqFQqyiXq7rvvRkxMDLZu3QoA+OMf/4ilS5filVdewapVq/Dxxx+jtLQU77zzjt3HNhtw36uMm0GmR/V6/YSpUnsxsmyov78fTU1NyMrKspuYNS4uDrfeeiuqq6uRkJDg8EmsrWDJFryjR8E9dw4Dg4PDtrJhYT/byrpoSZC9IAgClZWV8Pb2RkpKCt3DcRo6nQ4VFRWYO3fuhD0MppIBMRqN07ppjxeE2DMAGRwcRFtbGwoKCtx64jhV2traYDQaGdX8jyAIVFdXIyoqCiEhIeNu+9VXX6GxsZF6fPXVV2PJkiWOHqJdMZvN6OnpQXh4OBoaGjB//nxGfcYHBgYwODiIxYsXj7mNpWB8vBLI8a5llo5+er2eEqJP5ILlKCes559/HomJibjnnnvsul+SO+64A/39/Xj22WfR29uL7OxsHDlyhNLjdXR0WGXDFi9ejI8++ghPP/00nnzyScydOxdffPEF28NiDJjzDaUZMphQq9VOCywsy4bkcjlqamqQnp5u18ZRgYGBCAwMhFKpREJCwpT7YEyVyWQsuJcugf/NN5DJ5dDrdD/byv6//wcwoOtyY2MjtFot8vPzGbV6XVlZicDAwGnZJo+FpXvMZAIQW/aVUw1AplK2oNfrqd4kTLKglMvlaG1tRX5+PmNE6sDUSqDcoUHeRJSWluLo0aMICAjAokWLHH5/cSXMZjPq6+sxZ84cu1QXTPZaBox2wiKvaZZOWHq9nirvnsgFaypOWE1NTfjwww/x9ddfO/S7vXHjxjFLn06cODHqudtvvx233367w8Yzm2ADCydBBhNardZpxyRX91UqFSoqKpCcnOywC/OURdUOOg6ntRWCffugUiqhVqng6+s7bCu7di0IO044XRWRSITu7m4UFBQwyj2E7iZ4k7WvtAxARgYh08mAtLS0ICAgADExMU46U/oxGo2orKxEcnKy22uHpsJkS6BI3D2wkMvl+PHHH6FWq9Ha2gq1Wo2goCDG2Ch3dnYCgF0XSibLZJ2wLDVsltczSycsUogOjHbCEgqF+P777+Hl5YWYmBjExsbiqaeewtKlS7Fs2TJnnCqLA2ADCydBfkGdHVjo9Xo0NDQgOjoasbGxDjvWdPtL2PM4nIEBCN99FzqVCnK5HB6enggICIBpzRoQmZkOHxvdyOVy1NbWIjMzk1F9G8RiMbq6utyiFMgyAJlM2YKtmzYZgCiVShiNRgDADz/8MGETQg8PD/B4PLebYI6koaEBnp6eSEhIoHsoToMsgYqMjJywBIpk5HXSnf7uBEHg22+/hVarhUQiQXBwMAwGg9Oy/XSj0+nQ0tKCzMxMlxaoc7ncKTthjczoHj9+HE1NTRgYGIBUKoXZbIa/vz8WLlyIqKioUf9yc3ORmprqpDNkmQ6ufReeRfB4PPB4PKcGFsBwHXJgYCDmzJnj0OM4K2MxZimUWj1sKyuTYWBwEHw+f9hW9oorYL7mGoePi250Oh3Ky8sxZ84cRglZVSoVampqMH/+/FkVTE0UgMhkMly8eBH5+fnw8fGx2cDLVgaEx+NNqhO6qwYgfX19EIvFKCoqcsnxOYrpuECNvE668gR1JHV1dWhsbIRMJgOXy4W/vz+ys7MRHx9P99CcQmNjI4KDgycdRLo64zlhHThwAMBw+dXSpUsxd+5cbNmyBSKRCCKRCD09PRCJRDh16hREIhF++9vfsoGFi8MGFk5EKBQ6LbAwm83QaDTw8PBAWlqaw2/CzspY2AxgTCYI9uwBIRKhv78fnP/ZymL+fJhuvx2Y5RMQs9mM8vJyBAcHM2oV12Qyoby8nHFN8AwGAyorK5GSkkLppaaTARmvBGuyAYgzM0Q6nQ41NTVIS0tjzMo1MPUSKBJ3LYXSarX47rvvoNfrIZPJEBMTAx8fH1x77bV0D80pyGQyiMXicQXbs5FPP/0UTU1NOHz4MCIiIhjj/jUbYQMLJ0GuQGo0GocfiyAI1NXVgSAIREdHO3yliiAIEAQBnU4HjUbj0Jv+qACGIMA/cACcujr09feDIAhERESAExsL4333AbNc2El6uxMEMaMO6u4G2SBMKBQyyvmKPG9fX98prd7OpASL/CeXy63KGMgAZDKd0GcagJClQCEhIYyyT55OCZTlay1xl2vDiRMnoFAo0N/fj4CAAHh4eOD6669nRDBJ3ruTkpIYcb4kOp0Ozz33HDZt2sSoRaLZChtYOBGBQACdTufw47S0tEAmk8Hf39/hN5O+vj68++676Ovrg4eHB4KCgvDEE0847HgjS6F4P/wA7pkzGBwchMloRGhYGPiBgTD8v/8HMODC3NnZCYlEgsLCQka543R2dkIqlaKwsNCtSjxmSmdnJ+RyucNKgewVgFjWUo8MQMYLQsYKQLq6uqBSqVBUVGT3c3ZlZtIIzx0Di66uLly6dAkKhQJGoxFBQUGYM2cOFixYQPfQnEJ3dzeMRiOjMs8A8Prrr0Ov1+Ppp5+meygsdoANLJyIQCBweClUV1cXuru7kZeXh5aWFoeXJ5GTOnLCbzabKTcbRx2PvGFyKyrA/+oryP9XyhEQGAgPX99hW9lZUps6HgMDA2hsbEReXp5Dmgi5KjKZjDpve9gwugtDQ0NobGxEbm4u7V2m7RmAkEGIrQCE/Pt2dnYiJSUFer2e6kEy25luCRSJuwUWJpMJhw4dgsFgwMDAACIiIuDh4YEVK1a4/NjtgcFgQFNTE+bPn8+oRSKpVIpdu3bhr3/9K6OyNLOZ2X91dhHIG7EjMxb9/f1obm5GdnY2fHx8nCKoHhlYAHBoYEGWQnE6OiD44AOolEqolEr4+PjA19cXxt/9DkRiokOO7Uqo1WpUVFTYvS+JqzOVJnizCaPRiIqKCiQlJSHIjXqxzDQA0Wq16O3tBZ/PR0dHBxobG0EQhM0AZKxO6O4IWfI2nRKosXD1yfm5c+fQ39+PgYEByur0yiuvdKvP+0xoamqCv7//sD6QQbzwwguIjo7G+vXr6R4Ki51wz6uum+LIjIVMJqPccQICAgA4R1BNrqxY3rRMJpPDbugcDgccuRzCAwegUyohl8ng4eGBwMBAmG66CUROjkOO60oYjUaUlZUhOjoa0dHRdA/HaZBN8IKCgmjxdqcLUkfj5eWFpKQkuofjEMYKQBobG+Hl5YWCggJqoWSsDIhMJrN6PF4AYqsTuivR1dUFtVqNrKysae/DGS599mJwcBCnTp2CSqWCWq1GXFwcwsPDUVBQQPfQnIJCoUBPTw/j3M5aWlrwr3/9C59++imjsjSzHde6ms5yhEIh1SjGnpAN8FJSUqxWO8gGeY7E8mJA3shMJpPjjmcwIPjjj2FSKDA4MAAen4+QkBCYi4thvv56hx3XVSAIApWVlfDw8MDcuXPpHo5TaWpqgl6vR05ODqNuvj09PRgcHGTcpEMqlaKjo8NKRzOVDIjBYBjlmT+dAIQMQjw9PZ0y+ZlpCRSJu9jNEgSBI0eOQK/XQyKRICQkBAKBAKtWrWLEZJMUbMfHx88qy+yJIAgCTz31FBYvXoyVK1fSPRwWO8IGFk7EEXazOp0OZWVliImJGdV91xmlUJYZC4cHFmYzwr/8EnyRCP0aDcDhIDwsDJg3D6Y77pj1trLAcIdplUrFONGyWCymOoozYbJBolQqUV9fj6ysLEbpSQwGA6qqqjB37txxA4ix4HA4EAqFEAqFkwpAbDXushWA8Pn8SfcBmQ72LIFyF41FVVUVWltbIZVKwefz4efnh9zcXMZkY3t7e6HRaJDDgGy7JefPn8eRI0dw7tw5l/1sskwPNrBwIvYuhTIajSgvL6ecM0bi7FIo8liOCiz4n30G75YWqDWaYVvZ8HBwo6JgWLcOcLFSBkcgFovR2dmJ/Px8CAQCuofjNMgmeAsWLGDUip7JZEJFRQXi4+NnTaOsyVJfXw8fHx+Hl7xZBiDjYRmAjAxCxgpAJrLgtRWA2KMEisQdOm8TBIELFy5QYv7Y2Fj4+/vjGgY0NQWG7+ENDQ1ITU11uXI8R0IQBLZs2YLbb7+d7VcxC2HOJ9kF8PDwsFspFFlvLhQKx2yAx+VyYTAY7HK8sRhLY2H345w8Ce7Jk9BqtSDMZnh6eUHN4WDo1lsh0GrhCcxopdDVUSgUqK6uRkZGxrRWcN0VMniOjY1FeHg43cNxKnV1dRAIBDYXDWYzvb29kEgkLlX6ZRmA+Pn5jbndyADEMggZLwDx8PAAl8vFwMAAoqOjIZFIZpwBcYeMBYfDwW9/+1u88847UKvVEAqFuOGGGxiTnWtpaYG3tzciIyPpHopT+eyzz1BVVYXPPvuM7qGwOAA2sHAiQqHQLq5QpJjTaDQiJydnzJIYZ7pCkeMCRq+UzfgY1dXgf/YZhhQKmEym4VpnoRAdq1dDrlZDV11t80Y93j93KiPS6/UoKytDUlISoxxDLJvgJScn0z0cpyL6Xxf5oqIit/qszhStVova2lrMnz/fLS2UpxuAaLVatLW1wdvbGwaDAR0dHWMGIONlQiwDkOuuuw5arRZmsxkEQSA2NtYZb8GUEYvFyM3Nxa233oqGhgakpaXRPSSnoFKp0NnZiYKCApcM+hyFwWDAc889hw0bNjCm3I1psIGFE7FXYNHc3Ay5XI68vLxx06fOKIXicDjg8XgO01hwursh2LsXapUKSoUC3j4+CAoKgunuuzEvP5/aztZKIflPpVJZPQaGy9ImCj6EQiHtkzqz2Yzy8nIEBAQgkQE2upZ0dnZCJpMxTk+iUqlQW1uLjIwMt5xcTxeCIFBVVYXw8PBZ3313ZADS2dkJgiBQUFBgdU0f77o2UQZkZBBCEATUarVLZXa1Wi2ampqQnZ2N4OBglw1+7A1BEKivr0dMTMy4Aehs5M0334RKpcKzzz5L91BYHAQbWDgRe7hCdXZ2QiQSTao5mDNcoQA4LrCQyyF45x3olUrIpFIIPTwQFBgI0403wmwRVABTWym05RSj0+kw9L9GezqdjiohI2/Knp6eYwYgAoHAYStOdXV1MJlMWLBgAaNWtaRSKSOb4JlMJlRWViImJoZR2SkAaG9vh1arZVzN9XguUDMpwbJcWLG85o2X2R2ZCXF0AFJXV4fw8HAEBwc79DiuRn9/P4aGhpCRkUH3UJyKXC7Hq6++iueee45RejmmwQYWTsTDw2NGGYu+vj60tLQgOzsb3t7eE27vjFIo8jh211jodBD+858wSyQYkEjA4/EQGhICc34+zCtWTHu3HA7HqqPvWJjNZps3abVaDalUSj02Go1W+xzvH5/Pn1Jw0NnZif7+fsY5ITG1CR4w3LeBw+EwzkpYoVCgubl5wizsbMNeLlD2CkAsNSETlZZaBiHTuT719fVBJpNh8eLF0z5vd8RkMqG+vh4pKSmMMuEAgJdeegnh4eF48MEH6R4KiwNhzhXcBZhJKZRMJkNtbS0WLFhANcCbCGeUQgE/C7jtlrEgCAg+/BBob0e/RAIAw8LdlBSYfvtbp9jKcrlceHl5wcvLa9ztTCaTzZu0UqnEwMAAVT9NdiMf6yZtmRHh8XgYHBxEQ0MDcnNzJxzDbMJsNqOiogLBwcGMaoIHDE+0RCIR40q/yCxNYmIi4wLJ7u5uu7lATQZ7BiBkEDIZbRsZhHC5XJw4cQILFy5EXV0dUlNTJ3Tkmm20tbVBKBSOsoef7bS3t+P999/H/v37GbVQxkTYwMKJeHh4QKlUTvl1lg3wQkNDJ/06dy2F4n/1FTgVFZBIJDCbzQgPDwc3IgKG9etdzlaWx+PB29t73AwSQRBUAKLVaq1u0nK53GazLpPJBG9vb3R3d49yiHFHAfpkaWpqgtFoxPz58xlV+qXRaFBdXY309PRJZSNnE01NTeDz+bO2q/hYaDQaNDQ0zLgRniNwVADS3t6O0tJSfPLJJ8jIyEBYWBiMRuOoIGS2Tjw1Gg3a2tqwaNEiRl3fyGZ4BQUFWL16td32++abb2L79u3o7e1FVlYWXn/99TG7te/duxf33nuv1XMeHh527y3GwgYWTsXDwwODg4NTeg3ZAC82NnbKKxzOLoWyhysU78wZ8I4fx6BUCoPBMNyF1d8fhgceANzUZpXD4YDP54PP549bV0oQBLRaLS5dugRvb2+Eh4fPCgH6ZGFqEzzSOjoyMpJxtpMDAwPo7u5mXJbGno3wxjuGoyevUwlAZDIZLly4AD8/PwwODqKxsRF6vR5XX331lDMg7hqANDQ0IDIyctJVB7OF0tJSfPPNNzhz5ozdPpP79+/H5s2bsXv3bhQWFmLXrl1Yvnw56uvrx7Qm9/f3R319PfWYScGdM2EDCycy1VIoo9GIsrIyBAcHT2s1z1mlUFdddRXEYjHEYjEyMzOn7ejCra8H/8ABKIaGoNVo4B8QAE8fHxjXrQNmuUsMSUNDAzw8PJCVlTXmRGssAbpWqx1TgD6e+NzRAvTJoFQqUV1djYULFzJO1Nfc3AyTyYTU1FS6h+JU9Ho9qqqqkJqayri/uTNKoF5//XUoFApwOBxwOBzccccdtPVE4XA4OHnyJMxmMxQKBYKCghAUFITVq1cjJSWF2o68tun1eiq7S17rplOC5UoByMDAAAYHBxmnKSEIAk8++SRuu+025Obm2m2/r776KtavX09lIXbv3o1vvvkG77//Pp544gmbr+FwOIxbvKEDNrBwIl5eXpN2hSJrzT09PTFv3rxpTfqcVQq1cOFCREVFoampCQsXLpzWPji9vRC89x40SiUUCgW8vL3h5+cH069/DYIhE67W1lYMDQ1NuHrrTgL0yWA0GlFRUYG4uDjGNcGTSCTo7OxEYWGhS0x+nAXZiycgIIBxtebOKoEiM8gEQTglcz0eLS0tqKqqglwuBwAEBgZi/vz5VkEFYH1tm467n16vtxmACASCCbugO7K81Gw2o76+HnPmzGGUyx0AfPXVVygrK8PHH39st3uHXq/HxYsXsWXLFuo5LpeLZcuWoaSkZMzXKZVKJCQkwGw2Izc3F3/961+xYMECu4yJ5WfYwMKJCIXCSXXCJtPkJpMJmZmZ077YOasUCoBVKdSUGRqC4O23YVAoIJVKIRAKERwUBPMNN8BcVGTfgboofX19aGtrQ35+vt3EjHQL0CcD+Vn38PBgXBM8rVaLqqoqpKWlMW7FXiQSQSaTobi4mFHlCM4ogbI8liV0vc8GgwGHDx+GwWCAVCpFZGQkPD09cf311097n5NdXBnPXnysAMSW7e5MA5COjg4AYJwhhdFoxLPPPosHHnjArucukUhgMplGVUdERESgrq7O5mvmzZuH999/H5mZmZDL5dixYwcWL16M6upqxvRPcRZsYOFEPD09J5WxaG5uhkKhmLH1orNKoWZ0LIMBwvfeg7m/H5L/2cqGhYbCnJsLkx1FXq6MUqlEVVUVFixYQEuzpMkK0I1Go80btC0B+mQ7oJNN8JjWYZpsBhcaGsq47rNqtRp1dXXIzMxknCOQM12gXCWwOHXqFKRSKSQSCXx9feHl5YVrr70Wvk7QzNkjAFEqldTvRgYgEwUhXC4XOp2Osoln0jUOGC5PGhoawp///Ge6h4Li4mIUFxdTjxcvXoz09HS8/fbbeOGFF2gc2eyDDSyciIeHx4SBhWUDvJnedJ1VCkUea8oZC4KA4N//Blpa0N/fDwAICw8HkpJg+t3vnGIrSzd6vR5lZWVISEhw6W7DHA4HAoEAAoFg3AnBVDugA8MlglVVVbNCgD5ZWlpaoNPpGNcMzmw2o6qqCtHR0VNyuJsNkCVQmZmZTnGBGnntp+M7JBaLce7cOSiVSuh0OoSHhyM2NhY5OTlOH8t42CsAsdSEAMMGG6TTn0gkwsDAAGMc/hQKBXbs2IEnn3wS/v7+dt13aGgoeDwexGKx1fNisXjSGgqBQICcnBw0NTXZdWwsbGDhVCbKWIjFYrS0tCAnJ8culpPOLIWaThDDP3QInEuXIBkYgNlsRlhYGHhhYTD8/vcAAxoHkW5Afn5+tIkq7c1kXWK0Wi3OnTuH6OhoBAYGWlnxuqsAfbIMDg6ira0NBQUFLmcz6mja2tpgNBoZ1wDQsgTKWQEV3RkLgiCoEqiBgQGEhoZCKBRi5cqVbvE9tcVUAxCJRIK6ujokJiZSmjcyACGDEMC2w5+tTIg7BSBbt25FUFAQNm7caPd9C4VC5OXl4dixY1izZg2A4fvpsWPHJn08sn/OjTfeaPfxMR1m3dVoxtPTc0yNhVQqRW1tLRYuXGi36N7ZpVCTCWLUajWOHz+Oxg8+QOqZM1RfDz9/f8TPnYu5//d/8Lbz6oarsXXrVrz00kv4z3/+g9DQUGRlZUGj0eDYsWM4dOgQSkpK0NHRAR6Phzlz5mDNmjXYtGmTXUoHNBoNduzYgf/+97/o7OxEUFAQrr/+ejz77LN2KcmZzP7JgIogCBQVFeF3v/sddu3aZXN/7iJAnyx6vR6VlZWYN28eLWVvdCKXy9Ha2or8/HxGCdWB4RIolUqFzMxMpx2T7sDi0qVL6O7uxuDgIDw8PODj44OioiJGGDSQCyydnZ1ISkoa09VxvAyIQqGYVABiKwihOwDp7u7GP//5T3z44YcOWzzZvHkz1q5di0WLFqGgoAC7du2CSqWiXKLuvvtuxMTEYOvWrQCA559/HkVFRUhJSYFMJsP27dvR3t6OdevWOWR8TIYNLJzIWKVQSqUSlZWVSE1NtetqlrNKob755htUVVWhvb0dJSUlWLJkCa644gqb2x44cACvbdqEhwEQfn4IDQsDAEgGB3H/hQsw/+pXOHLkyKy9+YjFYuzatQsrVqyAn58f5Qyzb98+bNiwAQCQlpaGVatWYWhoCOfOncOLL76IAwcOzPh90Wq1uPHGG3H+/HlERkZi9erVaG9vx4cffojDhw/jxIkTM2pSNtn9NzY2wmg04sorr8S9996Lf/7zn9iwYYPNVWxnCtBHZkTsPfkldRVBQUGMc0IyGo2orKzEnDlz7F4W4epYlkAJaMzEOjOwUCgUOH78ODQaDZRKJWJjYxEcHIwlS5Y4bQx009XVBaPRiISEhDG3sUcJ1lQCkJFBiCMCELIZXk5ODm699Va775/kjjvuQH9/P5599ln09vYiOzsbR44coUqKOzo6rM5PKpVi/fr16O3tRVBQEPLy8nDmzBnMnz/fYWNkKmxg4UTIjIVl4yKtVovy8nLExcXZXcRJlkI5ulESWVNvNBphMpnG7bztp1bjjfnzkZ6YCJPRCC8vLwQHB6Pv+uvxxrZtKC8vx2OPPYa9e/c6bLx0sn37diiVStxwww3IzMykSt74fD7uu+8+bNiwAWlpadT2IpEIv/jFL+zyvmzbtg3nz59HYWEhvvrqKyoD8tprr2HLli148MEHceTIEYfuf+/evejp6aHsVTdv3kyJ5z744INpH9seAvS+vr5pCdAne3Nua2uDWq1GYWGh25aCTBeyP0tiYiLdQ3EqZAlURESE0zUldGYsvvvuO+h0OkgkEgQFBUEgEGDlypW0BlbORK/Xo7m5GQsWLLDLAsVULMbJPiAzDUAsg5CpBCBlZWX48ssvcfLkSYd/5jZu3Dhm6dOJEyesHu/cuRM7d+506HhYhmEDCycyUmNhMBhQXl6OkJAQh9xwyYuBowMLHo9nVQo1MrDg1tQAJhPMSUm4UyKBMScH/RIJBAIBgoODYb72WgTdcgt2Rkbi2muvxVdffQW9Xj/rHGPUajX+/e9/IyEhAStWrEBwcDD1u7vuugt33XXXqNdERUVh586dM35f9Ho93n77bQDDjYUsy6r+8Ic/4N///jdOnTqFy5cvT0tYOdn9f/XVV1izZg0VAERHR+Oqq67CV199BbFY7FABu6ME6JPpgK7RaNDS0oJFixYxZnJF0tfXB7FYjKKiIsYFVHSUQJHQFVg0NDSgrq4OUqkUHA4HAQEByMjImFE21N1obm5GQEAAwv6XkXcWXC4Xnp6e8PT0HHc7MgCxFJtPJwDh8Xior69HfHw8YmNjIRQKsWXLFtx8880oKChwximzuCBsYOFEvL29KY0FKRzy9PREamqqQy765D7J8g9HYbkiQxCEdWChVkPw0UeAXA6OTAaTlxckUim4XC7CwsJAZGbC9D/xVUZGBgBAp9NhYGAAUVFRo45VW1uLN998E8ePH4dIJIK/vz+uv/56/OUvf3H58pL//ve/GBoawl133TUlT+/JvC8TUVJSArlcjjlz5th0Irr11ltRVVWFQ4cOTSuwmGj/t9xyC6qqqlBXVzeqnOtXv/oVTpw4gX379uHRRx+d8rHtzWQF6LbKE8YToPN4PNTV1c0KAfpk0el0qKmpQVpa2oTlbLMNukug6GqKp1KpYDabIZPJEB0dDW9vbyxbtoyWsdDB0NAQenp6UOTCPZimE4CMDEIUCgVEIhF+//vfQyaTgSAI+Pj4QK1W46qrrsK6desQHR2NqKgoREdHUz9HRkYybnGFabCBhROxLIWqra2F2WxGVlaWwyb9lhkLR8LhcKjJ0MjAgv/FF8DQELhNTeD090Or14OblISw+HggPh7GtWuB/42ztbUVAKhMxkjee+89PProozCZTMjPz0dubi4qKyvxn//8Bz/++CNOnz7tspatBEHgwIEDAIYn8VOZPE70vkyGyspKABjT3pR8vqqqyu77JwgCgYGBAICenp5Rv7/qqqsAAN9++61LBBaTZTLlCQRBoKysDCaTCcnJyVY3ZncVoE8WsgwoODh40haQswU6S6Asx2CJsz4v2dnZkEql8Pb2hlarxXXXXWcXl0N3gCAI1NXVIT4+flY0vZwoAMnJyUFXVxf0ej3a29txyy23YOHChVi9ejVEIhF6enpw+fJl9PT0oKenB319ffjrX/+KJ554wslnwuJM2MDCiXh5ecFgMOD//u//sHDhQvz2t791qDuKZcbCkZClUCTk8bj19eCdOwdOV9dwUKHVQu/tjeCoKPCCg2H4f/8PsJiU/eMf/wAAXH/99aMmawcPHsQf//hHpKSk4MMPP6RW8U0mE/70pz/hnXfewY4dO7B9+/YZn8+KFStw6tSpKb1m9+7d+N3vfjfm79vb23H58mXw+fwpZwTGe18mS2dnJwCMqeMhnyc7xNpz/x0dHdRNltzOkqSkJISGhqK0tBRarXbCVTR3orOzEwqFAkVFRROWsE0kQCezIWMJ0G3Z8dLpvtTV1QWlUsmWQNHEyMDCWU5BPT094PP5+MMf/oCOjo5ZY6U9GUQiEbRaLaPKvoBh+9fjx49DqVRi37591ELSSIxG45jOmCyzBzawcCJkxuLAgQO4//77Ha4hIG8kzgwsqIyFTgf+xx+D098PbkcH9Ho9TAAEaWkQBgTA+MADgMXF58iRI/jXv/4FgUCAZ555xmr/SqUSGzduhK+vL7744gsrPQqPx8OLL76Id999Fz/88AP1/KVLl/CPf/wD586dQ0tLCx577LFJd/9ctmwZ4uPjp/QeJCcnj/m7/v5+XLp0CVKpFImJiVMqCRnvfZkKKpUKAMZcOSQn/qT9r732L5VK0dTURHUaHmv/c+fORUlJCerq6mZN07ihoSE0NjYiNzd3Ut/1mQrQZTLZtDug23vSqVKp0NjYiOzsbMaVPdBdAgWAMu2wxBnBnV6vR2NjI+bPnw+BQDDudXG2YTQa0djYiHnz5jGuP41SqcTf/vY3PP7442MGFcCwSQnT3hsmwv6Fncj3338PANizZ4/TLM6c0SRvpMbCbDaD/8034La1gdvUBKNeD7NaDXNaGnxCQmBcuxZEbCz1mvr6eqxbtw4EQeCll14atcr3/vvvo7+/H4888ohNkbuPjw+Cg4MxODhIPVdSUoILFy6guLgYAwMDUzqfP/3pT1PafjxUKhWqqqoQEhICAONedEcy0fvi6mi1WlRUVCA1NXXCjvNBQUEAAIlE4oyhORyj0YiKigrMmTOHOjd7QKcA3cPDY1KTU7JPCWkxyiRcoQSKHMdInBFYNDQ0ICgoaNbahY9HS0sLfHx8XLYc15G8/PLL8PPzw8MPP0z3UFhcADawcBI//PADVVfozBVZZ/SyIAML0hnKSyQCv6wM3Lo6mLVaYGAAAh4PwoAAmG67DcT/ypiA4bT5mjVrIJVKsWnTJqqXgyUHDx4EMLFdnKVN64MPPkjtKz093S7nOVUMBgPKysoQGxtLTZgn2xRtMu/LVCAzEmq12ubvyYzDdJvwjdw/ObkMCQlBbGwspcEYa//k+yKXy6d1fFeCnFx6eXnRZq86HQE6WWpF/rMlQJ9M8NHe3g6CIJCSkuKs03UZXKEEChj++69YsYLKXJDCWkdAug4ODAygr68PixcvdshxXBmlUonOzk4UFBQwruxPJBJh9+7deO+99xiXnWSxDRtYOIHKykrceuut2LFjBzZs2ACtVuu0Yzuj+7ZlYMExmZB84gS43d0gFAqYBwfBAcALDgah0YBITaVeNzg4iJtvvhkdHR343e9+R3XIHEllZSU8PDzwy1/+ctxxLFiwgPp5JqUdO3bsQENDw5Rec88991jdUAmCQGVlJby9vZGSkkKt2CsUign3Ndn3ZSqQLlS2xNOWz0+1BGys/ZNN8NLT08HhcCbc/9DQEAAgICBgWsd3Jbq7uyGVSt1CW2ApFh+vcd1UOqADwzXXpaWlbi9AnwquUAJFwuFwkJeX5/DjEASB//73vwgICIBAIEBKSsqs0khNBoIgUF9fj5iYmEkvHM0mnnnmGWRkZOBXv/oV3UNhcRHYwMIJ/OEPf8D//d//Yf369U4PLJxZCsXhcDC/uRlRtbWAXg+zTDYcVAQGAuHhIOLiwPvoIxgffRRKlQq33noramtrccstt+DNN9+0OcnQ6/UYGhpCYmIi3nnnHYeeB8n3338/ZfH2lVdeaRVYNDY2QqvVIj8/HxwOh/Izl0ql4+5HqVRO6n2ZKqTYvayszObvyecXLlw44/339vZaNcGbzP5lMhkA0Fo+Yg+USiUaGhqQlZU1baG9KzKZDugGgwFnz55FVFQUQkJCZoUAfbK4SgmUs6mrq0NDQwMGBwfB5XLx+9//nu4hOZ3+/n4oFAras1R0UFlZiU8//RTHjx+fVYsELDODDSycwJdffgk/Pz8QBAEejzfrMhZkdiBYpcIVly/Dd2gI5v9ZzvI8PYGwMJjnzQMRGwvjPfdAp9fjV7/6FUpLS7Fs2TLs3bt3zMmDUCiEl5cX5TAz3VKdqTCT7tPA8Kp9d3c3CgoKqJXL8PBwREREoKurC2q12qZAV6fTTfp9mSrFxcUICAhAS0sLysvLKTE1yeeffw4AuPHGG2e8/4MHD+KWW26xOseJ9k92ZrYsZ3M3TCYTKioqEB8fT2lqmER9fT18fHyQnJw87iTDXQToU8FVSqCciVarxXfffQe9Xg+ZTIaYmBh88803eOihh2Zdc9OxMJlMqK+vx9y5c2nPUjkbgiCwZcsW3HjjjYwsf2MZG/quxAzC39+futEKhUKnZyyc4gpFELizrAyREgk4Oh2I/z2P0FCYFywAkZcH4yOPwBQUhHvuuQc//vgjlixZgv/85z8T3oSuvfZaGI1GbNq0aZRGgCAInDhxAj/99JMDz3DyyOVy1NXVITMzc1RN85IlS2AymVBeXj7qdSaTacrvCwC89NJL8PHxmXClUCgU4v/9v/8HANi8eTOlqQCA1157DVVVVbjyyitHWeFOZf/r168HMGxOYBlUjLd/YFj0ODAwgEWLFrl1GUVdXR0EAgGj7DVJent7IZFIMH/+/AlXLkkBuq+vL0JCQhAdHY2kpCSkpaUhKysLBQUFuPLKK3Hddddh6dKlWLRoEVJTUxEZGQlvb28YjUYMDg6ira0NFRUVOH36NI4dO4YTJ06gpKQEly5dQnV1NZqamtDZ2Ym+vj7I5XIqULE3Go3GygmJKZw4cQIKhQL9/f0ICAiAh4cHrr/+esYEFQDQ1tYGoVA4po33bObo0aMoKSnBjh072GwFixVsxsKJkDdUjUbjtGM6qxTq6tOnkSkSAWYzzADA58Pk4wNDejpwyy3g3HgjwOFg95tv4quvvgIAhISEjOki8de//pUqKXjhhRdQUlKCTz75BMePH0dubi6CgoIwODiIyspK9Pb24tNPP3XoOU4GnU6H8vJyJCcn21yxXr58OT777DOcOnUKxcXFVr/bvXv3lN8X4Gcr4clMaB5//HH88MMPOHv2LDIzM7FkyRJ0dHTgwoULCA0NxVtvvTXqNZPdP0EQWLVqFQ4dOoSysrJJ7x8AVXa2fPnyCc/BVRGJROjv70dRURGtK+d0oNVqUVtbi/nz59s1MKRTgD7ZDuhks9Pw8HBGlUB1dXXh0qVLGBoagtFoRFBQEJKTk53mdugKaDQatLW1YdGiRYybWJtMJjz11FO47777GGUpzDI5GB9YnDx5Etu3b8fFixchEonw+eefY82aNQ47nkAgoCwenYGzxNteej3wP6tZLocDg9mMpsBA/BgaCnFZGTxqa+Hv72+lXSAn0rZ46qmnqBv1vHnzcObMGWzfvp1amRQKhQgLC8OiRYuwYsUKqnszXZCZiODg4DEFyr/4xS/w2GOP4ZNPPsFjjz1m9TtSYwBM/n0Bfu54/Zvf/GbCMXp6euLw4cPYsWMHPvnkE3z99dcICgrCXXfdhWeffRYxMTGjXjPZ/be3t0On0+H777/Ha6+9Nun9A8D+/fshEAhw1113TXgOrohKpUJtbS0yMjLcOuMyHQiCQHV1NVXqRweOEKBPtgO6WCyGUqmkNEZMwGQy4dChQzAYDBgcHERERAQ8PDywYsUKRk2w6+vrERkZOSsMJ6bK3r170dvbixdffJHuobC4IBzC0cvZLs7hw4fx008/IS8vD7fddptDAwuCIBAdHY2dO3di1apVDjnGSC5evIiYmBhERkY67Bh9fX0oLS2F8J13cM2pU+ARBBoiIrDviiug8vcHj8cDn8+n/ufz+eByuaNuQnfddRcSEhJG7d9oNKKjowN+fn7w8/ObtJ8+SXp6Ou68885JN8ibKqRwU6lUYtGiRePqIh577DG8+eabOH369JQ7cI/EbDYjLi4OOTk5lCWvPZns/gcHB3H58mUsWrRoyjfZ7u5upKWl4dZbb8UHH3ww0yE7HZPJhPPnzyMkJASpFo5nTKG9vR2dnZ0oKiqaNY2vxuqAPjIjQi7YCIVCeHt7jyk+p0OArlarsXv37mGnvv/9W79+/bjNFyfLTz/9hBMnTkAsFgMAIiIicN1116GoqGjG+3YXJBIJKisrsWTJEkaVfgHDmZqMjAxs2rQJW7ZsoXs4LC7I7LgTzICVK1di5cqVTjkWWQrlzIyFM0qhfH194eXlhZ7bb8c3np7IrK/HxzfcAAOXC57JRAk1jUYjjEYjzGYzOBzOqIBDKpVCKBRaOcTweDxIpVL85z//oY4nFArh6+sLX19fKtjw8/ODr68v/P394evrC51OhzNnzgAYvsk2NDTg888/h7e3t91Lbjo6OiCRSKxckMbiT3/6E/71r39hx44d+Pe//z2j45aXl0Mmk82oI/dM96/ValFZWYl58+ZNa+Vu586d4HK5ePrpp2cyVNpobGwEl8tlZM8GhUKBpqYm5OXlzZqgAphcB3Sz2YxLly6Bz+cjLi7O5QToZrPZISW3g4ODOH36NFQqFdRqNeLi4hAREYGCggK7H8tVMZvNqK+vR3JyMuOCCgDYvn07PDw87NpIlmV2MXvuBm6CQCCYVeJtg8GA0tJS8Hg8LF68GNX+/ihRKBClUkGhUNjsuGw2m2H6X8BhNBqpn81mM7q6uqxWBPl8PgYHB9HT0zMqCLEMTEZmMNrb260m7l988QW++OILxMfHo7a2FsDP3Wlnkr4fGBhAU1PTpIXH4eHhePjhh/HSSy+hqqpq2vauAJCTk2MlwrY3E+3fbDajoqICISEhY5Y5jYdIJMKePXtw7733uuVqv1gshkgkYqSuwmQyobKyEomJiVPqJj9bEIlEUKvVKC4uHld/ZO8O6J6enhAKhRNesxzReZsgCBw+fBh6vR4SiQQhISEQCAS48cYbGfX57+joAJfLRWxsLN1DcTp9fX148803sXv3bkYZFbBMDTawcDJCodDmZNtROFJjYTabcfHiRZhMJixevJhqBmeJTqeDQqGg/imVSgwNDUGpVFI/q1QqCAQC5ObmUq+zvCFfvnwZvr6+VBCiVqupYMRE2tpalFnxeDz4+/tj48aN4PP5eOCBBxAZGTmqIZdEIsF7771HZT4sMyCW2Q8/Pz+bK1NqtRoVFRVIT0+f0mr9li1bZkUKuaGhASaTiWqCN1WioqIwMDDggJE5Ho1Gg5qaGsyfP3/c3g6zlaamJvB4PCQlJdE9FKej1WrR0NCAjIyMCSdXUxWgjxSfT1eATmZKLL+XMw0sqqqq0NbWhsHBQfD5fPj5+SEvL49RjkharRYtLS3Izs5mVDBF8swzzyAtLQ133nkn3UNhcWHYwMLJ0GE364hSKLPZjMrKSqjVauTk5IxZNkDe6MZzTDGbzaPek5E35IiICJupfdIT3zLQMBqNMBgM0Gg0MBqNqK2tRV1d3aiGXP39/RgYGIBcLrfKfti6YXh4eFgFH97e3uBwOIiNjWXUjZVEJBJBJBJNqvxrtkFmaiIjI2kTLNPJwMAAuru7UVhYyLjJFamnsrcLlKVYfDwmK0CXy+VobW21uq41NDRQGrWpdkBXq9U4evQoFejExsbC398fV199td3eA3egsbERoaGhCA4OpnsoTqempgaffPIJjh49yrhrPsvUYAMLJ+PsUihHZSzI3gOpqakzvsFyudxx65lzcnKQk5MDo9E4KusxMhuiUChgNBqp13p6euKGG26gdB6WK4Ktra3QarVWQQnZxNCW4JxcqePxeOjv78ftt9+OuXPnjhrv4OAgvv/+eyrjMTL74enp6dbuKUqlknJBsocY1N1oamqC2Wx2y/KtmaLX61FdXY3U1NRRfVqYQE9PD60uUJPpgA4MZ2PLysqsFlt4PB4UCgUkEolVuanlgstY4vPvv/8earUa/f39CAwMhFAoxPLly2dVd/mJkEql6O/vZ2QzOLIZ3vLly3HllVfaZZ/TceQ8ceIENm/ejOrqasTFxeHpp5/GPffcY5fxsNgPNrBwMh4eHk4thXKExkIkEqGjowOxsbE2XZwcBZ/PR1BQEIKCgsbchiAIaLVaKtAg32syOLCcDPX09Fi5ZREEAZPJZFP/QYrPyd8Dw6uHpaWlo27Cvb29qK6uptyvRkI2BxtLfB4ZGemy9atGoxHl5eWIj49HWFgY3cNxOv39/ejq6mJkpobs2eDv7z8tTY27Q5ZALVy40GW/nyRcLhcCgcBqnPPmzbMS2U+2A3pHRweOHTtGLYaQwQ2Xy0VHR4dLdUB3FARBoK6uDklJSYyzlAaA48eP49SpU6ioqLDbophKpUJWVhbuu+8+3HbbbRNu39railWrVuGBBx7Av//9bxw7dgzr1q1DVFSUW/dAmo0wPrBQKpVoamqiHre2tqKsrGzcfgQzQSgUurUrlEwmQ21tLYKCgjBv3jy77ddecDgcakUvPDx83G1zcnKQlJQ0ZvZjaGhoVBCoVCrR39+PxMREZGdnW9lQkquB1dXV6OrqAkEQ4HK5o/QfpPjc8jnLi/WGDRtsCmKVSiVVzkAGJT4+Pk7LfpA9C7y8vBjZFEmr1aK6uhrp6emMXK0XiUSQyWQoLi5264zbdLAsgXKHgHoy4m3SpZBc6BgLpVIJLpeL77//HkFBQfDy8sKyZctgNBqnLEAnMyKTEaC7El1dXTCZTE5dSHMVyGZ4a9eutWuWdqqOnLt370ZSUhJeeeUVAMM28qdPn8bOnTvZwMLFYHxgUVpaimuuuYZ6vHnzZgDA2rVrsXfvXrsfj47Awl4ZC61Wi7KyMnh6es4K8RppKTmeRkKv11OBhkgkQmlpKXJzcxEYGDhm5kSn06Grq2tM9ytS+2FLfM7j8dDZ2YmBgYFRZQm9vb04fPiw1bG4XO6kxOf2KFlob2/H0NAQCgsL3WpSYA9ITVFYWBiioqLoHo7TUavVqKurQ0ZGBiMtNukugZoq9nSF8vHxQVpaGoKDg9HU1ISCggJkZmbaPOZY/T8c3QHdkej1ejQ1NWHhwoVuf8+bDvv27UNnZyd++OEHWsdRUlKCZcuWWT23fPlyPPzww/QMiGVMGB9YXH311Q7v82AJHa5Q5OR1JhiNRly4cAEcDgeFhYWzyrd+PIRCIUJCQuDn54eOjg6sWrVqQiechIQEXHXVVaOyH2OJzy01HgKBAJ6entBoNFblCEajEa2trejo6Bil/5DL5VbZD1s3P6FQiAceeMCmM43BYIBarYavr++Y5T2Dg4Nobm7GokWLGDmxbGlpgcFgQFpaGt1DcTpmsxlVVVWIiopyi9V6e+NOJVAk9gws+vr6IJfLcc011+Daa68d8xrB4XDg6ek5YamQIzqgT0aAPl2ampoQGBjI2M/+Sy+9hM2bNyMkJITWsfT29o4yy4iIiKDurUx053NVmDE7dCFIK0BnweVyrcTM04FsBmU0GlFYWMi4iaXZbEZ5eTkCAgKQmJg44fZxcXGIi4sb9bzRaLQqubJVfuXt7W1TEE7+DTs6OqyyH7bE51wud1TpFY/Hg1KphNlsHuWF397ejv3794PD4cDb23uU7kMoFKKlpQXp6ekQCASjbCxnOwMDA2hvb0dBQQHjdBUA0NbWBqPRyEixuruVQJHYK7AwGAyor69Hamqq3a77kxWg2+qAbllyakuAPpb4fLod0IeGhiASiVBcXDyTU3ZbXn31VfB4PDz22GN0D4XFjWADCyfj7FKombpCkauVSqUS2dnZ43qxz0ZI0Z7JZMKCBQtmNKHm8/kIDAycVkMxPp+PkJAQJCcnU70/Rk4eCIKA2WweVXplMpnA4XDQ1tZGlSKQdr4eHh5oa2uDRCIBj8fD0NAQ+vv7rbQfIpEIAoEAzc3N4HA44PP5Vm5XN95446x1h9HpdKiqqsK8efMY99kHQNmW5ufnMzKocrcSKJKR14bpXream5vh4+NDS/nfZDqgT1aAPp0O6OS1PyEhgZHudxKJBK+//jr+/ve/u8T1PTIyEmKx2Oo5sVgMf39/NlvhYrCBhZPx8PCAUql02vFmqrFobW2FRCJBSkqKW63Y2Yuuri709/e7hAtQbm4u1UTQbDZD9b/u5rYseMnHZBAbGRlJrbpZliJotVp0dnaCw+FAr9db6T9GZib6+vqoTIhMJqN+Xr16tc3xtra24ujRo2PqPnx9feHj4+OydcsEQaCqqgpBQUGMdEEymUyoqqrCnDlz4O/vT/dwnI47lkCRzCSwUKvVVIPS7u5uFBUVuWyGcrIC9Ol0QOdyuTAYDPDy8kJTU9OojIi7CdCnyp///GckJyfjd7/7Hd1DAQAUFxfj0KFDVs8dPXqUsdkkV4YNLJyMh4cHBgcHnXa8mbhCicVitLe3IyoqipEddgcHB9HQ0IDc3FyXsxjkcrnUhH08DAbDqN4eI0sRfHx8RtXPEgQBhUKBgYEBqk8JGXCQwQepCTlx4gSlDbFc9WtsbERbWxsVgHC53FE3Yi6XCx8fH6vgg/x5wYIFtAZzbW1t0Gg0yMrKmtUTiLGor6+HUCicVPnfbMNdS6BIRl7zpxK8f/fdd2hqakJ4eDiWLFkyKxzQJtsB3Ww2Q6/XQ6VSUU0wyfJldxagT5X6+np89NFHOHz4sMOuwRM5cm7ZsgXd3d344IMPAAAPPPAA3njjDTz22GO47777cPz4cXzyySf45ptvHDI+lunDBhZOxl1KoeRyOaqrq+Hv74/58+c7YGSujUajQUVFBebNmzdu3wxXRyAQTNgldsWKFVi6dKlVxqOvrw+XL1+m9B4KhQJqtXrUayMiInDllVfarIXu6urC4OAgjEYjzGYzOByOTetdUnxOPiYDkIULF9ocr0gkQk1Nzajsh5+fn91ugjKZDC0tLcjPz2eMUYEl/f39EIvFLr1a7UjctQRqLCb7N2xubkZ1dTWkUik16QsJCZlW+aY7wuVy4enpifb2dvj5+WH+/Pk23zt3E6BPBYIg8OSTT+K6666zcsy0NxM5cpL9skiSkpLwzTff4JFHHsHf//53xMbG4t1332WtZl0Q5t0xacbLy8vlG+RptVpcvnwZHh4eyMvLc9lSFUdhNBpRVlaGyMhIxMbG0j0ch0OKtsk6YoPBgPPnz+P222+36ldhMplGic+FQuGYTjDt7e2UiJ3UfljqPiwbD44Un/v5+VGfwZGZkPb2dpSUlNi8CdsSn48sxfLy8hr3Bq7X61FZWYm5c+cysgRIp9OhuroaaWlpjKxdducSKBIfHx9ceeWVIAiC+k5NhMFgwJEjR2AwGCCVShEdHU2VPzIJpVJJNcEc6zoxXQG6VquFTqdzqgB9qpw6dQrHjx9HWVmZQwOdiRw5bdn9X3311bh8+bLDxsRiH5h1xXABhEIhlUZ1BlMthTIajSgtLQWHw0FBQQHjbipkEziBQMBYFxyyCd6cOXOsfsfj8RAQEICAgIBJ7Ss3NxexsbE2XbBUKtWogNdSfB4aGoqIiAjqxqtQKKifL168iJaWllGuV3w+n7phW1rvWt4cuVwuHn/8cZs3zKGhIQwODqKjowPe3t42nb1mO2QJUHBwsFVXeqZAnn9YWJhblkCR+Pv746qrrprSa06dOgWpVAqJRAI/Pz94enriuuuuG1e7MNsgCAL19fWIjY21y3nTLUCfKiaTCVu2bMFdd92F9PT0mZw6C4Nh1qzRBfD09HTZjIXZbMbly5dhMBhQUFDgcroCZ9DS0kI1gWNapgYY1hUoFAq7NMGLjIwcc3JqNpuhVqvHFJ8HBwePmS0aGhrC0NDQqOyHpfjcZDJR5VeWgUdAQAA6OztHrQxyuVw0NTXh448/hkwmQ2xsLE6cODEq+2FZfkV2Pp9Nn5Ouri4oFApGdtcGfi6BYpogVCwW49y5c1AqldDpdAgPD0dsbCyys7PpHppT6evrg1KptNkA0FHYU4Cu1Wqp+cVYHdAtr3vktZFk//79aGlpwbfffuvw82aZvbCBhZPx8PBweoO8yQYWNTU1UCgUyMjIYGQJSF9fH9rb25Gfn8+4Xh3AsFi9paXFKU3wyI7hvr6+U7ayjI2NhdFopAIRpVI5qlcLWQIy0nrXy8sLMpmMKknQ6/UgCAICgQBVVVWQSCTw9vaGXC6HSqXC4ODguOJzDocDHx8fBAYG4u677x6zHpvD4bj8RF2lUqGxsRHZ2dluWwI0E2ZDCdR0IAgChw8fhsFgoMwahEIhbrzxRpf/zNoTk8mEhoYGpKSkuOTff6oC9Ml0QL/33nvB5XIRGhqKkJAQlJeXIz8/H19//TViYmIQHR2N6OhohISEMOqzwDIz2MDCydCRsZhMKVRbWxv6+vowZ84cRpZAKBQKVFVVYeHChYzsV6DVaimx+mRLnegiJycHOTk51GOCIKDRaEaVW41sQKhWqzF37lxkZWVZvZZ0gTl79ix8fHwgFApH6T9Gis8t/yc7v6rVamoV0JLLly/j2LFjVpoPW9kPX19f2koPzWYzKisrERsbO6HYfzYyW0qgpsOlS5fQ3d2NgYEBeHh4wMfHB0VFRYx7H1pbW+Hh4YHo6Gi6hzIjSAH6ZDqgHz9+HB0dHejq6sKnn34KDoeDmJgY/Oc//0FPTw96enogl8shFAoRFRWFRYsW4b///a+TzsR+mEwm2u3imQQbWDgZT09Pp2osJpOx6OvrQ0tLCyIjI63EukxBr9ejvLwcCQkJCA8Pp3s4TsdsNqOiogJhYWFuKVa3FJ9HRESMuZ3JZBr13SNXAevr6+Ht7Y34+Hibgb/ZbB5VekWWX6nVavB4PJw9exZmsxk8Hs+q3KCurg4SiQRSqdTKEcvWCqCXl5dVwBEQEIArrrhi5m/SBLS0tIAgCKSkpDj8WK4IU0ugFAoFjh8/Do1GA5VKhdjYWISEhDjlM+dKqNVqtLe3Y9GiRYxZmedyuUhNTUVqaioGBgbw1FNPYefOnVi3bp3VdiqVCiKRCD09PU51tLQHWq0Wnp6ebFDhZNjAwsk4uxRqIo2FQqFAdXU11TeAaZArtX5+fqPEykyhoaEBZrMZaWlpdA/FofB4PJs3mO7ubkilUjzwwAOUHbStjMfIbIjl92revHm49tprbdZADw0NQa1WWwUm5Hgssx98Ph9DQ0MYGBigngsKChpzkldXV4fq6mqb2Q8/P79Jl7NJpVK0t7czVlfE1BIoYLhnhU6nQ39/P4KCgiAQCLBy5UrGmXY0NDQgKirK5bO1juL5559HfHw87r333lG/8/HxQUpKitssOpDZCbFYjFdffRV1dXV47bXXkJCQQPfQGAOzrh4uAJmxGNnV2FGMVwql1+tx6dIlCAQCLFq0iJGTioaGBuj1esY2QROJRBCJRCgqKmLkqo5CoUB9fT1ycnKoiTiZaSAbA9qCIAiq87lSqYSnp+eYNdABAQFWOhKCIKyyHuTPBoMBGo2Gekx2Vz99+rRN8WVjYyMqKysp96uRCIVCmwGHr68vNSaDwYCqqirMnTuXUe4/JLO1BKqzsxOHDh2itD0+Pj74zW9+Y7VNQ0MD6urqIJVKweVyERAQgMzMTMY1RCSziUuWLKF7KLTQ1NSEDz/8EF999dWsuAeQ5/Dyyy9j165dCA4OxtGjR0dlYkiLX2fNxZgEG1g4GVdxhTIajbhw4QIIgkBhYSHjVqiA4ZXq3t5exp6/QqFAbW0tMjMzGdmvwGQyobKyEomJiVPWFXA4HEp8PhGrVq2inKzIrMdIF6yR4nNg+MaXnJyM+fPnW3ngkxaUNTU16OzsBEEQVDZmpP6DLL8if0/eQAMCArBx40aqBMzSWlckEkEsFlsFI2TgNNvo6emBQqHA4sWL6R6KXdHpdJBIJNTjkWYcer0e3377LfR6PWQyGaKjo+Ht7Y3rrrvO2UOlFbPZjPr6eiQnJzPSsINshrd06VJcf/31dA9nxhiNRvD5fHz33XfYuXMngoKC8N1331EuXwaDgcpKkosx5HWNDTDsB/NmUzTj7e1Nu8bCbDajvLwcOp2OsbayMpkMdXV1yMnJYeSk2mAwULqS8VbmZzN1dXUQCoUOL4GbqPcHQRDQarWjAg6lUomIiIgxg56mpiYYDAaYTCab+g9SfE7+3lJ8ThAELl26BKlUipSUFAwODlKZkNraWpSUlFgdi7TCtJX9sMyKuFOAPptLoEZmqUdOmE6cOAG5XA6JRAJ/f394enpi2bJl4/ZbmI20t7eDy+W6pbbMHpw5cwZHjx7FxYsXZ8Wkmrz+PProowCGsxY5OTnUHEggEECj0WDXrl1U4L1y5UosW7ZsVpy/q+A+d4FZgrPF27ZKoerr6yGXy7FgwQJG1pRqtVqUl5cjNTWVsQ441dXV8Pb2ZqyupKenB/39/SgqKqL9hsLhcKguvlMxD8jKykJUVNSo7IctgeVI8XlQUBCkUin8/f3R19eHzs5OqgPw+fPn0dHRYSU05/P5VtkPPp9v832LjIzE/fffb3O8KpUKBEHA29ub9rLL2VoCRTJeYKFQKHDp0iUoFAoYDAZERkYiMTERGRkZzh4mrWi1WrS2tiInJ4f2zyMdkM3w7rzzTixcuJDu4cwYsrRp3759qK6uRnFxMXUtIn936tQpvPHGGzhw4ACA4UDk66+/xl/+8hf8+te/pnP4swo2sHAyXl5etAQWZJqvo6MDIpEISUlJbm+rNx1MJhPKysrc1gHJHpBN8FxhUk0HKpUKdXV1yMjIcOts3YIFC2waLuj1epvlVpYCdC6Xi8jISKvXk30/Ojs7oVarrTIgZOPB8cTnPB4PPj4+kEgklB5EIBBQn7Fz586hpKQEXC4XPj4+VKZjLPG5h4eHw947kUg0K0ugSMYLLPz8/PCb3/wGb775JtWzYsWKFYy7FjQ2NiIsLAxBQUF0D4UWPv30UzQ0NODrr7+meyh2gcvlwmQy4ZNPPgHwc9aCLH/q6OjAgw8+iJqaGiQkJCApKQktLS1oamrC22+/jVWrVsHPz49x3wNHwAYWTobMWJC2lI6G/JKYzWZIpVI0NTUhLCyMkSvV5Colj8dDWloaIy8gAwMDaGlpQX5+/qwr/5gMJpMJFRUViI2NnZUr1cCwaDskJAQhISE2f9/e3o7Ozk7MmzfP6nmyA3B0dDTMZjPV+2MkluJzy9Ir8l9DQwNVhsXhcCjBOdmAkM/nQy6Xo6+vjwpIxhKfk+VWkZGRWLZsmV3eH61Wi/r6+llZAkUyUSnU0NAQ7rzzTspIZKzPymxFKpWiv79/1gaWE6HT6fCXv/wFmzZtmnKDUleFNNTQ6/Xw8fGhrMcFAgEkEgkeeugh1NTU4NZbb8UzzzyD7OxsfPHFF7j77rtx8uRJ1NfXIz8/n+azmB2wgYWTIev59Xq9U2r7yRu2SqVCZWUlfHx8kJmZycjUb1tbG2QyGQoKChh5/lqtFpWVlUhLS2NkZ3Vg2AmHx+O5jXWivVEoFGhqakJeXt6YeogVK1ZQP5tMpjGtdy2zIWQWNjMzk5qsmUwmSnBOllkBw59Dy8CEIAhwudxR1ruk+JzH40Gn040prjx9+jTq6+tHNRu0zH54eXmBw+GAIAjU1tbO2hIokpG6Osvr3cDAAPr6+rB48WK3zthNF7PZjLq6OiQlJTHy/AHgzTffhE6nw9NPP033UKbNyOsBh8OBv78/ZDIZVCoVPv/8c+Tm5qKlpQVbt27FoUOHsHDhQvzzn/+kSqBvuOEGZGZmoqamZsJ+XyyThw0snAwZTKjVaqcGFpcvXwafz2fspLq/vx+tra1YtGiRQ0ssXBWyCV54eDhiYmLoHg4tiMVi9Pb2oqioiJHfAZPJhKqqKiQkJCAwMHBSr+HxeAgMDBx3e4IgqN4flhkAsjTKx8cHwPC1b6RRAEEQMJvNo6x3TSaTlficz+fj+++/t7LdJTMhjY2NaGlpscp+jAxA+Hw+fH19YTQaoVAosGjRIiiVSoSEhGDu3LmTewPdiLEyFiaTCbW1tUhJSWHspLq7uxtms5mxfQ2kUileffVVvPTSS25pXCKTyRAYGDjqO07qKO6//35UVFRg7969OHXqFAYHB9Hc3Iwrr7wSzzzzDIKDg6HX6yEUCiEQCKjFJqZ+HxwBG1g4GfKLrNVqnXI8sh7abDZjwYIFMBqN4HK5jJpYKZVKVFVVYf78+Yxdqa+vr4fZbB5V/sIU1Go1ampqMH/+fLe8mdqDpqYmcLlcu5dBcjgceHp6TnhjXr9+PVQq1YTZD1vXxvz8fFxxxRVWjQe1Wi2USiW6urogkUhgNBqpVcyRwnMej4fBwUEMDAwgJCQEpaWl4HA4iIuLGzOwqKmpQV9f3yj3Kx8fH5e/fo4VWLS0tEAoFFrZCzMJvV6PpqYmZGRkuPzf0FG88MILiI6Oxu9//3u6hzItNmzYgIKCAtx00002r2W33HIL6uvr8dVXX+HChQsAgMWLF2P37t1IT08H8PP3Yffu3ZBIJLjxxhuRlZXlvJOY5bCBhZMh7fycEViYzWZUVVUBGNZ21NXVUT00hEIhZS9J/j+yAZc7WUeOBWmrGhsbi8jISLqHQws9PT0Qi8UoLCycFQ2QpgrZXT0qKoqqu2UaAwMD6O7uprW7NpfLpUqTxqvrNhgMowKOqKgoyjlrJKdPn6ZMKka6X5H/azQaaLVaEAQBiUSC/v5+Kui4fPmyzUxITU0N6urqRq2MkuLzkSVXlsGHv78/rZlRy8DCaDSivb0dMpkMHR0dKCgoYKS+DBgOroOCghhrsd3W1oZ//etf+PTTT93yXvDmm2/iP//5D77//nv09/fjxRdfpH5HXtfCw8Px/PPPY/Xq1VQWNTc3F+Hh4VRWg9RdPP/88wCALVu20HI+sxX3nzm6GWSjKmcEFg0NDZBKpZg/fz5V/mI2m0et+ul0OiiVSkgkEqt6aD6fbzPgsPxZKBS67E2KIAhUVlbC29ub0TX1dXV1jG2CBwy7vxAEMStLXiaDwWBAdXU1UlNTqbIkV0YgECA4OHjSVtArVqyATCajen9YZj/UajUIgqBseOPj4yn3GKPRiOTkZISGhlLXQrlcTl0TS0tLrQIQS/2HXC63em5ksBYfH4/f/e53NscrFothMBiooMQREzzLwKK1tRUKhQLbt2/HypUrrbrCMwm5XA6RSITi4mK6h0ILZDO8xYsXY+XKlXQPZ1osWLAAN998M86dO0c52l2+fBktLS24/vrrqYoEb29vXH311aNeT35Pe3t78fDDD2NgYAD3338/Y7uuOwo2sKABoVDo8MCis7MTPT09iI+Pt6qp53K5Y678kRAEAYPBMCr40Ol0GBoaon42GAyU64ut4MPyMR2rI42NjdBqtYxdoWOb4A1ra8iVendcoZsppBOan5/frNXWJCUljfk7k8mEgYEB/Pjjj4iJiYFAILAqw5o7d+6YZUHV1dXw9PQcpf+w1H6Q5VcjxefBwcHo7Oy0uhYKhUJwuVycOXMGNTU11HG8vb1tNhu0zIh4e3tP6RpGBhZDQ0MQiUTg8/mQSCQ4ceIEfHx8kJOTM+l9zQYIgkB9fT0SEhIY1wSQ5Pz58zh8+DDOnTvntvfDq6++GldffTVOnz6NK664AgDwq1/9ChqNBr/97W+xatUqFBUVUV3UTSYTdd0nyySrqqrwwgsv4MCBAygoKMBzzz1H1+nMWtjAwsmQlo4ajcZhxxgcHERjY+O0hYkcDgdCoZCyexwLUmBpK/iwfEwQBAQCwYTZD0vP+5nS09OD7u5uFBQUzIqSrqlCEASqqqrg4+PDSGthYLjcsLq6Gunp6W6xUu8IRCIRZDIZiouL3XYyMRO4XC66u7uRnp4+5SZg6enpkEqlVPZDqVSOco6xFJ9bWu96eHhYZYAtS1DLy8sxMDBABSFDQ0OUDe9Y4nMejwdfX1+kpKRYuXZZQpZ5WI6rsbERZrMZKpWK6lkxXiA2WxGJRNDpdIw8d2D487BlyxbcfvvtyM7Opns404YMFMigorKyEnq9Hn19fXj11Vdx4sQJ3HTTTVi1ahVycnJGBRUA8MEHH+Czzz7DsmXL8Nhjj83aBRc6Yd6MywUQCAQ2u+PaA7VajfLycnh7ezvcVpbH48Hb23vcFSCCIKDX60cFIFqtFjKZjHqeFJVPFHx4eHhMeE5yuRy1tbXIzs5m7ISyra0NKpUKhYWFjJxQkrqKsLCwWePTPlU0Gg3Vr4FcwWMaIpEIQ0ND0+pXcN1111k9Jn3yRzYbHClC12q1WLhwoVVWwLIE9ezZs/Dy8oLRaITBYKCaD5pMJpjNZkp8PtJ6Vy6XIygoCGq12mYW+Msvv0RTUxP8/f0xMDCAkpISSKVScLlc+Pr6wtvbG1ddddWkHcFmCwaDAY2NjUhLS2Nk1hIAPv/8c1RVVeHTTz+leygzYuTfLyMjA6dPn8aePXuwb98+XLhwAVVVVTh58iRuvvlmrFixAikpKVb3wG3btmHJkiVIS0tDamqqs0+BEbCBBQ0IBAKHlEIZDAaUlpaCx+MhPz/fJVbqLUulxsPS894y2yGTyaweA8OrfrYCEE9PT3A4HFRWViI5OZlxTZ9IBgYGKGvd2doAbCJaWlpgMBiQlpZG91BogTRuiIyMnNX9GsbD3o3wOBwO1Sl8IvH5SCxLUEntiNFoHLXdWNa7ZO8PiUSCM2fO2MwCNzU1QSKRQCqVQiKRoLOzE2azmRpzREQECgoKZvw+uBstLS3w9fVFeHg43UOhBYPBgD//+c/YsGGD3VbnT548ie3bt+PixYsQiUT4/PPPsWbNmjG3P3HiBK655ppRz4tEohmbqsTFxeHZZ5/FrbfeirfffhufffYZvv/+e1y6dAknTpzAmjVrcN1111HfWQ6Hg1tuuWVGx2QZH/pnngyDLIWyd8bCaDSitLQUJpMJixcvdrsVypGe97Ywm802sx9qtRqDg4PQarVUiVlTUxO6u7vH1X2QNc+zCY1Gg8rKSsybN4+x1roDAwOU+w1TVyjb2tqg1+sZuyJHZyO8iYKY9evXgyAIaLXaURmPkdkPUnxOUlxcjPz8fJvXwaGhIahUKhiNRiiVSkRHRwMY7uHB4XCQmJiIhoYGm1lgV1iEcgSkHTFTM7cA8NZbb0GlUuHZZ5+12z5VKhWysrJw33334bbbbpv06+rr663uS1MN9shSqKGhIbS0tCA7OxtGoxF8Ph8ZGRl44403cPvtt+Ott97CkSNH8Nlnn+H8+fO4/vrrccstt2Dp0qUICAiY0jFZps7svJq4OPbOWJCrkxqNBnl5ebNWnMblcsf0yycIAtXV1RAIBMjKyqJElpbZDqVSOarmeTKlV+5y02Wb4AE6nQ5VVVVITU2Fr68v3cOhBblcjtbWVuTn5zM2sJpJCZQz4HA4VAZjvMmV2Wy2CjjCw8NtZoEJgoCvr6/VtVEikSAxMRGrV69Gc3Mz5s6dSwUzIx0AeTyezUUYy+uhuy3EEASBuro6xMbGMvZaMDQ0hB07duDPf/6zXcuCV65cOS1nqfDw8BmV4pHB4cMPPwxvb2+88cYb1GeS1BgtXboUS5cuxaeffoq3334bJ0+exJ49e3DmzBmsXr0a119/PZYtW+ZWn2V3wz1mTLMMoVBITWztQXNzMwYHBzFv3rxJWzTONjo6OjAwMIDCwkLq5jrezWS6trvjZT/oXhGrr68HAMY2wSMF68HBwYwNrMju2nPmzGFsxoosgVqwYIHblwJyuVz4+/tP6m+5bt06KtMhFotx6dIlXHnllUhOTkZycrLN1xAEYXMRRqfTQaVSUc9Zis9tBR2Wj+1pwjET+vr6qJV1pvLiiy8iLCwMDz30EN1DAQBkZ2dDp9Nh4cKFeO6556Zs88rlctHU1IS9e/ciLi4OL730EpWBIAMFMqvxi1/8AitWrMCHH36I999/H+Xl5XjllVfQ09ODG264we7nxvIzbGBBA/a0m+3u7kZnZydiY2MRHx9vl326GwMDA2hqasKiRYsm7P5L4kzbXcufHbWCzPQmeMBw+Y9Go0FWVpZLTGzooKGhAUKhEImJiXQPhRYsS6CYVFPP4XAQEhKCkJAQygXqF7/4xZgBheXrBAIBBALBhAsxtsqvNBrNhCYcY10XHXmdMplMaGhowNy5c90+uJwuHR0deP/99/Hxxx/Tfk+IiorC7t27sWjRIuh0Orz77ru4+uqrce7cOeTm5k5pX7GxscjKykJ5eTneeustPPHEE1aOaDweDwRBgCAI+Pj44IEHHsAtt9yC9957D6+//jruu+8+R5wiiwVsYEED9iqFkkqlqK+vR1BQEGNXqVUqFSoqKpCenm732klH2+6Olf2Y6oof2QQvKyuLsU3wpFIpWlpaXMa0gA76+/vR29uLoqIixgZWrl4C5Qw6OzthMpnsGlyOV4ZqCZn9GJkNlsvlVs8RBAE+nz9m6ZVl+dV0Psutra3w8PBgrCMcQRB46qmnUFBQgJtuuonu4WDevHlWc5TFixejubkZO3fuxIcffjilfXl6euI3v/kNKisrcfDgQTz44IOj7v0cDgccDocKMKKiovD0009j7dq1Y/atYbEfzLwD04yHh8eMS6E0Gg3Ky8vh5eWF7OxsRtYLGo1GlJeXIyYmhhIq0gGdtrtkE7zExETGumDp9XpUVlZi7ty5jC3/0el0qK6uxrx58xgbXM6mEqjpotFo0NzcjOzsbFpWqUl73PHq+clM8MjSq7EywZblV2MFIqRAHRi2XG9vb0d+fj5jA+zS0lIcPHgQZ86ccdn3oKCgAKdPn57Wa3/xi1/gtddew5kzZ/DRRx/hwQcftPq9ZWM8LpdLPWaDCufABhY0IBQKZ+QKRTpAcblcRjeAq6yshKen57SaADqbydruWq74TWS7KxAIqBSwVqtFS0uLTeG5q95Y7AEp2vf392fsTYPsrh0cHMzoFdra2lqEhoYyqgTKElKsHBER4dJaO8tM8HhY6uBGmnAMDAxQz1mKzz08PKBWq+Ht7Q2ZTAaNRmMVgDBhAY4gCDz55JO49dZbp1xm5EzKysqmdb0iCAJz5szBH/7wBzz++ON499138Zvf/MYqazGyMV5dXR0WLFhgt7GzjA/zZqQuwEwCC7PZjIsXL8JoNKK4uNjtbGXtRXNzM9RqNQoKCmbVxHkyK35kvXNrayv6+voQHx8Po9FI2e6SN2CTyUSVMMxW292Ojg4olUpGl/90dXVBoVAwtrs2wJZAAcNiZblcPmveg8nq4CwXYyQSCeRyOYKDg62uhZaLMeM5X7mS+Hy6fP311ygrK8N//vMfh52HUqlEU1MT9bi1tRVlZWUIDg5GfHw8tmzZgu7ubnzwwQcAgF27diEpKQkLFiyAVqvFu+++i+PHj+O7776b8rHJc7rpppuwbds2NDQ04KeffkJsbCy0Wi3Ky8uhVqtRUVEBvV6Pc+fOwWg0oqysjLEZbWfDBhY0MF1XKNJWVqVSIScnh7FdpXt7e9HZ2Yn8/HxGljxwuVyoVCqIRCLk5+fb1H+MvOHORttduVyOpqYm5OXlMfJzAAxrjBobG5GVlcXY94AtgRpuglZXV4fU1FRGLTZZis+9vb1RW1uL1NTUUdnLkeJzy+viyFJUy+zyeEEI3YJoWxiNRjz77LN44IEHHGrmUlpaatXwbvPmzQCAtWvXYu/evRCJROjo6KB+r9fr8eijj6K7uxve3t7IzMzE999/b7NpniVkCZNEIkFXVxfUajWqq6shEokgk8ng4+ODwcFBrF69GuHh4ejr67O5n+eff54NKpwIh7DsvsPiFH75y1/C398ff//736f0uubmZrS3t2Pu3LmMdX0ZGhpCaWkpMjIyGNtRWKPR4Ny5c0hNTZ2xtmQs292R9c+uZrtrMBhw7tw5xMbGMva7YDabcf78eUabNxAEgbKyMqpBFlOpra2FWq1Gbm6uW6+2z4TW1tYZmxeQXc5HBiAjr4+k+Hw82106ssH/+Mc/8PLLL6OpqcntJ9JkmW9vby8KCwvR2dkJT0/PMY1vgoKCIBAIsGDBAvj7+yM9PR1BQUFISEjAr371KyePntm41hIkQ5hOKVRvby/a29sRHR3N2ImUTqdDeXk5kpKSGBtUWDbBs4dgfaq2uyNvunTY7pKaAm9vbyQkJEx7P+5OS0sLCIJwC42RoyBLoIqLi+keCm3IZDL09PQwuhROq9WitbUVOTk5M3oPeDwefHx8JiU+t5UNVigU42aDxwpC7KGFUygUePnll7Flyxa3DyqAn/tS/OUvf0FnZycSExPB5/MRHh6OhQsXgs/n48orr8TOnTtx/vx5/OIXv8A777wDAFQ3bhZ6YN95GvDw8IBSqZz09nK5HDU1NQgMDER6eroDR+a6kBPqwMBAxgZWAFBXVwcASEtLc9oxZ2q7a8tqcia2u11dXZDJZIyeSEmlUrS3t6OgoMBt9TEzxbIEiknlP5aYzWbU1tZizpw547rSzXYaGhoQFhaGoKAghx9rstfDkdlgy8aDtrRwE10PJxKfb926FYGBgdi0aZMjTpsWDAYDbrzxRtx5553Izs6G2Wwe9TdWKBQ4f/48vvjiC7zwwguIiIgAn8+H2WymbGdZnAsbWNCAh4cHBgcHJ7WtVqvF5cuX4enpiZycHEZOIki3E5PJhPnz5zP2QtHT04O+vj4UFha65Odgqra7lsHHZG13gWHBdmpqKkwmk1VjJKZgNBpRVVWFlJSUcSc2sxnWBWqY9vZ2EATB6Mzd4OAgJBKJy4nWJ5sNHqv8ytIJUK/XWy3INDU14dChQ4iKikJ0dDR8fHzw9ttv44033phV10OBQGDVh4Os3Le87t99993Yu3cvzpw5g3feeQfPPPMMI+8LrgQbWNDAZEuhSFtZDoeDwsJCxqb2urq60N/fz+iu0rOlCZ5lqdR46XpbwnONRoPe3l4IhUK0tbWhvr4eAMb0uZ+ttrt1dXXw9vZ2qDjT1WFLoIb7NbS0tCAvL4+xkyiz2Yz6+nrMmTNnwuZ9rgiHwwGfz4evr++4nc9HLshoNBpERESgp6cHly9fRm1tLYxGI9atW4cHH3yQCjhiYmKoPk9FRUVYunSpE8/O/pDXcPLzbjabIRQKceutt+LMmTP46quvsGnTJgQGBtI4ShZmzlRpxsvLa0JXKLPZjMuXL8NgMKCwsJCxqf7BwUE0NDQgLy/PLW8c9oCJTfBs2e5WVVXB398feXl54HA4Vk4vlit+lra7Wq12lM/9WMGHh4eHywcfYrEY/f39jC4D0+l0jC+BIjM20dHRjJ5EdXV1wWw2z/oge+SCzLXXXotrr70WAHD58mVce+21OH36NDIzM9HT04Oenh50d3eju7ubCj48PDzcMrAge1HYykKQj++66y689dZbuHjxIt5991386U9/omOoLP+DDSxoQCgUwmAwjLtNdXU1FAoFsrKyGFvuoNFoUFFRgXnz5jH25kkQBKqqquDj44OkpCS6h0MbPT09kEgkVo4vZI8OT09Pq+ZIloxlu6vVase13R2rzplOm0mtVouamhrMnz+fsUE2KdxneglUb28vlEolMjMz6R4Kbej1ejQ3NyMjI4OxGRuCILBlyxbcdNNNVE+n5ORkJCcn0z20aUMGEiQjgwrLrtokERER+OMf/4g//vGP2L9/P+6//34EBAQw9nNBN2xgQQOenp7jZixaW1vR39+PlJQUxt48yYY2kZGRiI2NpXs4tNHa2gqVSoXCwkLGrlCrVCrU1dUhMzNzyhNqS5/78UoNxuryq1AoIJFIJmW7a/mzvW13yQ7jYWFhiIiIsNt+3Y3e3l7Gl0AZDAbU19cjPT2dsX07AKCxsRFBQUEIDQ2leyi0cfjwYZSWlqKmpmbW3B84HA6kUin27duHH374AUFBQQgKCsLVV1+N1atXU0EFGWCQgcjKlSvx1FNP4eLFiyAIgg0qaIQNLGjAw8NjzMBCLBajtbUVkZGRjF2hJidRAoEAqampdA+HNiQSCdra2hjbCBAYvnlUVFQgLi7OoROImdjuarXacW13x3N5mWz2o6OjA2q1GllZWfY6ZbdDp9Ohrq6O0SVQwLADUkBAAGMXnYBhp8Te3l6XE2w7E6PRiKeffhrr16+fFU6JZKDwzTff4NVXX8UPP/xg9fvdu3ejqKgIjz/+OK6//noqqCADi5SUFKxatQpJSUkIDg6m6SxYADawoIWxMhZDQ0Oorq6Gv78/FixYQMPIXIOWlhYoFApGW2lqNBpUVVUhLS2NsaVwAFBfXw8ej+cSqf2p2u6OdHqZiu2u5c86nY7qMM5UAwe2BGqYwcFBiMViRmtsSJfAxMREtzaymCnvv/8+JBIJ/vKXv9A9lBlD6uDkcjkeeeQRNDU14ZprrsFtt92G0NBQ7NmzB9999x2OHz+O48eP44477sATTzyBrKwscDgcKih59dVXERkZSffpMB5m3qVoxtPTc5TGQqfT4dKlS/Dw8GC0y4dYLEZ7ezvy8/MZuyppMplQXl6OiIgIuzTBc1d6e3shFotRVFTkVt+HmdjuajSaUba7wLCYvbGxcVzhuTu9R1OFLYH6uWdFcnIyoyfUPT090Ov1s2KVfrqoVCps3boVjz322KzSHz733HNoamrCzTffjL1791LntmXLFgDA4sWLUVFRgf379+PQoUO4++678cQTTyAmJgYAEBUVRdfQWSxgAwsaGFkKZTQaceHCBQBAQUEBY1clFQoFqqursXDhQsav0nM4HMybN4/uodCGWq1GbW0tFixYMCsnUZO13a2rq8Pg4CBSU1OpQESn00EqlVJBCXktsWW764gOv86GLYEaprW1FTweD3FxcXQPhTYMBgMaGxuRnp7OWOtxANi2bRv8/PzwyCOP0D2UGUMKs9vb2/HPf/4Tnp6e2LVrFxVUvPHGG2hra8O1116LPXv2YN++fXjttdcgFovx5ptv4quvvsK9996LJ554grGmFq4GM2ewNENmLMj6wLKyMuj1ehQUFDD2i6HX61FeXo6EhARGlzp0d3ejr6/P7Vbp7YnZbEZlZSWioqIY/VkYGBhAT08PCgsLrWx3RzKW7a5lh9+Rtrvj6T5cyXaXbYQ3jEqlovRWTL0uAEBzczP8/PwY/VkQiUTYvXs33n333VmhvSM/z/v27YNarcajjz5KZaO0Wi2eeeYZAMBf/vIXxMXFYePGjZDJZNi+fTsCAwPR2dmJ559/Htdeey2uuuoquk6DxQI2sKABS41FXV0dhoaGkJGRMaZl5mzHbDajoqICfn5+mDNnDt3DoY2hoSHU19cjKyuLsQEmMOz2QhAEo4X7BoMB1dXVSE1NHTeoAOxvu0tqScbTfTjLdre3txdyuZzRJVCkviQ2Nnbc7NZsR6lUoru7m9EOeQDwzDPPICMjA3fccQfdQ7Ebcrkcly5dAp/PxwMPPEA9/+qrr0Iul+O2227DkiVLYDab4efnh6effhqffvopFixYgNzcXDQ3N7NBhQvBBhY04O3tDYPBgP379yMwMBDz5s1jtOCooaEBBoMB2dnZjL1hkE3wkpKSGNMEzxZ9fX3UKj1TV2bJVXo/Pz+qdnim2NN2V6vVgiAIynZ3vJ4fAoFg2t9ptgRqmJ6eHmg0GuTk5NA9FNogBdtxcXHjfn5nO5WVlfj0009x/PjxWXWv9PDwgEKhQHZ2NrWoJpVK8dFHHwEAnnjiCQDDnwNy++TkZDQ2NuK9996bleWy7gwbWNCAp6cnNBoNfv/732P9+vW48cYb6R4SbXR1daG3txeFhYWM1ZaQTfD8/PwYLUjUaDSoqalBWlrauMLn2Y5IJIJUKqXF+cdZtrsjg5GR2Q+2BGoYvV6PhoYGLFiwgLHXR2DY1EOlUiE7O5vuodAG2Qxv5cqVs85ml8/n4+abb4ZYLKZsxRsaGiCXy5GdnY3U1FQYjUbw+XyYTCYIhULodDpwuVx4eHiwgYWLwdwrFY20trZCr9cjJCQECQkJ+PTTT5GQkICkpCQEBQWBy+XOqtWIsZBKpaivr0dOTg6jLwwtLS2Mb4JnNptRVVWF8PBwRjt7aDQa1NfXY+HChS67Sm8P292+vj6btrtkwKHX6zE4OIj58+dDoVDAw8NjRtkPd6W+vh7BwcGMDq5MJhMaGhowd+5cRgdXx44dQ0lJCaqqqmbd94DP52Pjxo3Udx0Yruzo7u6Gt7c3uFwu+Hw+9Ho9hEIhysvLcfLkSSxatAgcDoex2W1XhbnfUppQKpV46KGHwOfzkZ+fj88//xxisRgSiQRarRaenp4IDQ1FREQEIiIiEBUVhZiYGMTFxSEuLg6JiYmIiooCj8dz64uLRqNBRUUFUlNTGd3MRiKRUPa6s0GIN11aWlpgMBgY7YRFZq4iIyMRFhZG93BmzHRtd1UqFSQSCXx8fNDS0kLZ7pKrkxNlP2bLJEMikUAikTBaXwIML8R5enoyesHBZDJhy5YtuO+++1yip4+9IZ2hLBcqPDw8EBISgsbGRuzYsQMbN25EaGgoBgcH8X//938AgF/84heMLo1zVTgEWbTG4nDMZjPmzp2L3t5etLe3Uyk/giBgNpsxMDCA5uZmtLa2orOzE52dnejp6aH8/Pv7+6FQKMDn8xESEoLw8HAq+IiOjkZsbCzi4+ORkJCA+Ph4CIVClww+TCYTLly4AH9/f6Snp7vkGJ2BRqPBuXPnMG/ePEbfNAcGBlBeXo6CggJG3yRaW1vR09ODoqIixlppEgSB8vJycLlcZGZmUs+TwvOR2Q9LEfpI293xhOeuvvJtMplQUlKChIQERtvLqtVqlJSUID8/n9HC9ffffx/PPvssmpqaGLUQ99hjj2HHjh3w8/PDwoULMWfOHFRWVqKiogIxMTFoaWlh9IKcq+LaV9dZxvLly9He3o7S0lIqqACGSwt4PB7Cw8MRHh5uc4WKjP+GhobQ0tKC1tZWtLe3o6urC93d3SgpKaGCD6lUCg6Hg6CgICr7QQYfMTExVPCRmJhIOc44a3JPEASqq6vB4/GQlpbG2KDCsgkek4MKnU6HqqoqzJs3j9FBhVwuR0tLCxYtWsTYoAIY2wWKz+eDz+czxna3paUFQqEQsbGxtBzfVaivr0d0dDSjgwqNRoO//vWv+NOf/sSooAIANm3aBJlMhoMHD6KkpAQlJSUAgIULF+KFF15ggwoXhc1YOAmz2Yzi4mI8+uij+NWvfuWw4xAEAa1Wi7a2Nir46OjoQE9PD5X96Ovrw+DgIIxGI/z9/REWFobw8HBERkZalV7Fx8djzpw51MXMHjfZ1tZWdHV1obCw0GVryJ1BTU0NlEolFi1aNGtKN6YKQRC4dOkShEIhFi5cyOgg8+zZs4iOjkZSUhLdw6ENnU6HM2fOYP78+YiIiHDIMSxtd0cKzy1/JoXndNjuKhQKnD9/HgUFBYxuFNrf34/q6mosXryY0feK559/Hvv370dDQ8OsnkibTCbweDyIRCKYTCYqqJZIJDh48CCamprQ0tKClJQU/OY3v0FaWhrNI2YZCzawYCDkzbWrqwstLS1U8NHV1QWRSEQFH/39/dDpdPDy8qLcWUYGH5a6j4lE5x9//DFKSkrwwgsvMHoFqru7G42NjSgqKmJ0v4qWlhaIRCJGO4IBQG1tLRVkMjW4GqsEii5s2e7aKsOyt+0uQRC4cOECgoKCMHfuXCecqWvCloIN09fXh8zMTPzjH//AXXfdRfdwnMKvf/1rtLS0YM+ePZg/fz71POkKxeL6sH8lBkJ62iclJY25QkrqPiQSCZqamtDW1kYFH93d3aisrKSCD6VSCYFAgNDQUISFhdnUfahUKmzatAlbt25ldFAxNDSEuro65OTkMDqokEqlaG1tRX5+PqNvFv39/ejt7UVRURFjgwrA9Rrh2ct2V6vVwmg0Ttp2t6enB3q9ntGNQgGgo6MDfD6f8aVgzz77LObNm4df//rXdtvn1q1b8dlnn6Gurg5eXl5YvHgxtm3bNqFxxoEDB/DMM8+gra0Nc+fOxbZt2+xmlU9mKz777DPs378fSUlJVFBBCrvJ+wT5mMV1YTMWLNOG/OiQ9eEjdR8ikQhisRhisRhyuRwAKNE5aSs6UveRkJDgdN2Hs9Dr9Th37hxiY2MZXfKi1+tx9uxZJCUlMXo1Uq/Xo6SkBHPnzkV0dDTdw6ENnU6HkpISpKenO6wEik5s2e6OzH6QtrvAcJ8jX1/fMbMffD5/1l0bLdFqtThz5gxyc3MRGBhI93Boo6amBkuWLMG3336Lq6++2m77XbFiBe68807k5+fDaDTiySefRFVVFWpqasbUMJ05cwZXXXUVtm7ditWrV+Ojjz7Ctm3bcOnSJSxcuHBG4yEIgvo85+bmoqysDJ988gl++ctfslkKN4UNLCx48803sX37dvT29iIrKwuvv/46CgoK6B6WW2M0GrFq1Srw+Xxs27YN7e3tVqVXvb296O3tRX9/PwYGBmAymSjdB2m5S2Y+SN0H2e8DcJ/ggyAIXL58GVwuF1lZWW4zbntDEATKysqokhemvw88Hg8ZGRmMfh9cqQSKLsjPA0EQiI2NHVP7YTKZbNrujsx8uLPtbkVFBbhc7ownrO4MQRBYs2YNPD098dVXXzn0+tDf34/w8HD8+OOPuOqqq2xuc8cdd0ClUuHgwYPUc0VFRcjOzsbu3bsnPAaZZZDJZAgICABBENTnk8xWvPXWW9iwYQOKi4vx008/2efkWGiBDQX/x/79+7F582bs3r0bhYWF2LVrF5YvX476+npGNyeaKY8//jg6Oztx9uxZ+Pv7j3mzIHUfnZ2do3QfLS0tOHPmDFV6pdfr4e3tPa7uIykpCRERES7TbLClpQUajQYFBQUuMR66aG9vh1KpZHzpT3d3NxQKBS3dtV0JVyuBoguJRAKZTIYlS5aMK1QeS3hu6Xrlzra7g4ODkEgkWLJkCd1DoZUffvgBp06dQnl5ucOvD2Q1wXiOUyUlJdi8ebPVc8uXL8cXX3wx4f4tg4hHH30UW7dutZpT8Xg8SKVSvPDCCwCAHTt2AGA1Fe4M+1f7H6+++irWr1+Pe++9FwCwe/dufPPNN3j//ffxxBNP0Dw69+Tbb7/Fnj17cO7cuQl1FaTuY86cOWPWF5O6D7FYjJaWFivdR09PD8rLy6ngQ6VSUbqPsfp9JCYmIi4uzuGlBWwTvGHkcjmam5uRl5fH6PdBpVKhoaEBWVlZjH4fdDod6uvrkZ6ezmjXH6PRiLq6OqSmpk74PkzFdndkuRVpu0s+P5btrq3shzOCX7PZjLq6OsyZM4fqvsxETCYTnnrqKaxdu9bhDUPNZjMefvhhLFmyZNwMUW9v76gyxYiICPT29k76WC+88AL27NmDK6+8Evfcc4/V73766Sf09vbiuuuuQ3FxMWWKwOKesH85DNc6X7x4EVu2bKGe43K5WLZsGeWbzDJ1rrvuOvz00092czch+31ER0cjOjoaV1xxxahtyMo+mUxmU/dx6tQpqtO5VCoFl8tFcHCwTd0H6XiVmJgILy+vad1cu7q6UFdXhwULFjDaOtJgMKCiogLJycmMrps2m82oqqpCTEwMQkJC6B4ObRAEgdraWgQHB89KXcVUaG5uhqenp910NlwuF56enuOaQ9iy3SX/VyqVNm13x+v5YQ/b3a6uLgBAfHz8jPbj7vz73/9GR0cHjh8/7vBjbdiwAVVVVTh9+rTDjkHeN8mgee/evbj99tutPjOrV69GfX09tQBJBr0s7gkbWGB4RdlkMtmMyOvq6mgalfvD5/ORnp7u1GOSF7GgoCDk5eUhLy/P5nYEQUCj0VCZj7a2NnR2dqK7uxuXL1/GkSNH0NfXh4GBAZjNZgQEBEyo+yAnzOQYlEolVq9ejdtuuw3Lli1zyvm7IgRBUMLAhIQEuodDKy0tLTCbzUhJSaF7KLTS29sLmUyGxYsX0z0UWhkaGkJXV5fTSwPJDLFAIBi3MSVpuzuy9EqhUEAikVDPj2W7O/LnsWx3dTodmpubkZmZ6bbaEHug1Wrx4osv4pFHHnH4wsPGjRtx8OBBnDx5ckL3rcjISIjFYqvnxGIxIiMjJ328G2+8EVu3bkVJSQlKS0uxdOlSAD9XIsydO5daGGSDCveGDSxYGAmHw4G3tzcWLlw4ru7DYDDY1H00NTXh9OnT6Ovrg0QigV6vh4+Pj5Xuo6amBiqVCklJSSgpKUFiYiLCw8NdRvfhLLq6uiCXyxmvq5DJZGhvb0dBQQGjb5xsCdQwZrMZNTU1SExMHLe0iU6ma7tL/j+W7e7I7IdEIoGvry+8vb0ZbSf66quvgsvl4vHHH3fYMQiCwKZNm/D555/jxIkTk3IoLC4uxrFjx/Dwww9Tzx09enRK2qiMjAzceuut+Ne//oWtW7eisLAQnp6eVCUCYG3GQn4OmPx5cFfYwAJAaGgoeDzejCNyltkFWQKQnJyM5ORkm9sQBAGTyUTpPlpbW9HZ2YmjR4+is7MT6enp+Nvf/kbpPoRCIdXvw1J0HhMTQ9ntxsbGzhpLSYVCgYaGBuTk5DB6Emk0GlFVVYWUlBRGl8SxJVA/09nZCZPJhMTERLqHMiPI66RQKBz3s20ymWw2GSTLUoVCIX766ScQBAGBQDAp4flsuEaSSCQSvP766/j73//uUI3Jhg0b8NFHH+HLL7+En58fpZMICAigAsi7774bMTEx2Lp1KwDgj3/8I5YuXYpXXnkFq1atwscff4zS0lK88847Uzr2ww8/jG+//Rbnzp3Djz/+iOXLl4MgCCuBNwn5mA0q3A/WbvZ/FBYWoqCgAK+//jqA4Wg5Pj4eGzduZMXbLFOCTPN+/fXXuPbaa6n0rlQqtdJ9dHZ2oqenh+r3QTrDcLlchISEUKVXkZGRiImJoUqvEhISkJiYSK32uCpGoxHnzp1DZGTkmIEZU6iuroZWq0Vubq5L/80cjUgkQn19PRYvXszoQFOj0aCkpATZ2dnjuvHMdgiCwPnz5xEaGork5GQQBGFTeD6e7e54wYdQKHSbienGjRtx+fJllJaWOjSjOdb1Z8+ePZSo+uqrr0ZiYiL27t1L/f7AgQN4+umnqQZ5L7/88qQb5JFZB5PJhLvuugv79+/H/fffj3/+859QqVTw8vJCc3Mz5QrW1taGiooKJCQk4Mknn5zpKbM4GTaw+B/79+/H2rVr8fbbb6OgoAC7du3CJ598grq6OsavrLFMnoGBAeTl5eGhhx7CY489NqXXEgQBlUqF1tbWUboPMvjo6+vD4OAgzGYzAgMDrYKPqKgoK93HnDlzKDGcsyezBEFQk+m8vDxGT6bFYjFqampQXFzM6G7rs70R3mQhe1YIhUIsWLCA7uHQSldXF1pbW7F48eIpTabHst21/Hks211bInS6HYgaGhpQWFiIQ4cO4brrrqN1LI5ALBZDp9Oho6MDFy5cwKOPPgoul4vly5ejv78fSqUSra2t8PDwwNDQEPW6kpISFBYW0jhylunABhYWvPHGG1SDvOzsbLz22mvsh5plSnzzzTfYt28fPvroI4dMpsl65o6OjlG6D8tO5xKJBAaDAT4+PggLC7Pq9xEdHU11Ok9MTERoaKjddR89PT1oaGhAcXExo60jtVotzp49y06m2UZ4FGKxGLW1tYzP2hgMBvz000+YP3++Q3pF2bLdtfUz6UA0keuVUCh02DX9l7/8JQDg0KFDbr8IQ/afOHToEPbt24dLly6By+Wip6fHKmjg8XhUczyTyQShUIj4+HgIBALMmzcPycnJ2L59O41nwjJd2MCChcXOEARB682B1H309vba7PchEonQ39+P/v5+qNVqCIVCKvgg+33Y0n3weLxJndfFixdx9OhRrFu3DqGhoU44Y9eEIAhcunQJHh4ejO4iDLAlUCQGgwFnzpxBamoqoqKi6B4OrdTV1UGtViMnJ4e26+V4truWAchYtru2gpGpljGdOnUKN998My5fvoz58+c76EydT0BAABQKBQDAy8sLRqMRqamp4HK5iIqKwnfffQdfX1+89dZbiI2NRXJyMkwmE+OdA2cDrHibhcXO0L3ixOFwwOfzERsbi9jYWFx11VWjtiHXEwYHB23qPurr66nMh1wuB4/Ho3QfkZGRiIiIGKX7SEhIgNFoxN13341rr72W0UEFAHR0dECtViMrK4vuodAK6wL1M01NTfD19WW8KYhCoUB3dzftTnEztd21dL2ytN0dK/uh1+vB4XAQGRlJaQ6eeOIJ3HXXXbMqqLhw4QJuvvlmpKWlISMjA1FRUfDx8UFiYiK4XC76+vpwzTXXoLW1FSqVirKeJSEzGSzuCZuxYGFhGROCIKBUKqmyq7F0H1KplHJz4XK5yM3NRUxMDJX9IEuvkpKSKOcYugMwR6JQKHD+/Hnk5uYiKCiI7uHQBkEQqKioAIfDYXwJlEwmw8WLF1FcXAxvb2+6h0MbBEGgtLQUAQEBSE1NpXs4dmM8213y34EDB/D222+Dz+cjJCQEHh4e6Onpwf3334+5c+ciNjaWyhZHR0fPujJSy2z+tm3bsGXLFlxxxRX49ttvIRQK2WBilsAGFiwsLDOCIAjodDq89dZbePbZZ7Flyxao1Wor3UdfXx/6+/thNBrh6+trpfsgO6mTmY+kpCQEBwe7bb8Pk8mE8+fPIywsjG2E19uLuro6xpdAmc1myiFtMn0DZjMikQgNDQ1YsmQJ7aJpOlAoFGhra0NzczM2bdqE7OxsLFy4EF1dXeju7qYWbUwmE0JDQ3HTTTfh/fffp3vYU2as/hNkcFFdXY2ioiKoVCocOXIEN9xwAw2jZHEEzPtWs7Cw2BUOh4Ouri4899xz2LdvH2655ZZR25C6D5FIhObmZkr30d3djc7OTly4cIEKPjQaDTw8PCbUfcTExExa9+FMmpubweVyMWfOHLqHQis6nQ51dXVsCRSA9vZ2AGB8/bjRaERjYyNSU1MZGVQAgJ+fHzIyMnD48GF4eXnhm2++GeUWZzKZ0NfXh+7ubppGOXPGsvklr9cLFizAvffeizfeeAMvvfQSioqKKBdDFveGzViwsLDMCJ1OhyVLluCKK67Arl27pr0f8lIkkUgo3UdHRwel++jt7YVYLEZ/fz+GhobA5/MRHBxMBR+W/T7I0qv4+Hh4eHg4LfgYGBhAeXk5CgsLXbabsjNgS6B+Rq1Wo6SkBHl5eQgMDKR7OLTS2NgImUyGRYsWudyCgDMZHBxERkYGtm/fjnXr1tE9HKdDZi0qKipw8803Qy6XY//+/WzWYpbABhYz5M0336QsarOysvD666+joKBgzO0PHDiAZ555hmoys23btkk3mWFhcUWMRiPeeust/P73v3d4TTB5uVIoFKOCj+7ubvT29qK3txf9/f2U7iMoKIjKfpB2u5a6j8TEREq4OZPJjsFgQElJCZKSkhAXF2eX83VX2BKoYUhnMG9vb6Snp9M9HFpRqVQ4e/YsCgoKGN19HhjuZH3u3DlcvnyZsboCs9kMk8mE9evX44MPPsDatWuxZ88euofFYgfYwGIG7N+/H3fffTd2796NwsJC7Nq1CwcOHEB9fb1NX+4zZ87gqquuwtatW7F69Wp89NFH2LZtGy5dusR4O0oWFntC6j7a29spy92urq5Rug+JRAKj0Qg/Pz+EhYVRrlfR0dGUqxYZfIyn+zCbzbjzzjuxdOlSPPTQQ4xejWUb4f0MqSdYvHgxBAIB3cOhDYIgcPnyZXh5eTE+wGpqakJBQQG++OILrFixgu7h0E5VVRUyMzNx6tQpLFmyhO7hsNgBNrCYAYWFhcjPz8cbb7wBYHhyERcXh02bNuGJJ54Ytf0dd9wBlUqFgwcPUs8VFRUhOzsbu3fvdtq4WVhYftZ9dHd3W/X76O7upkqvSN2HVquFp6cnQkNDERERYaX7iI2NRXl5OT788EOcOXMGiYmJjA0s2BKon9Hr9Thz5gwbYAHo7+9HdXU1lixZwvgA64477oBer8e3337L2OuEJQqFAh9//DHWr19P91BY7AQz1VN2QK/X4+LFi9iyZQv1HJfLxbJly1BSUmLzNSUlJdi8ebPVc8uXL8cXX3zhyKGysLDYgOz3QYrBbUEQBMxmMwYGBmzqPmpqatDV1YXOzk4AQHZ2NkJCQqxE52T2w1L34aguvnQjFoshlUqxePFiuodCO42NjQgICHBIV2l3wmQyob6+HikpKYwOKoDhOcDRo0dRWlo6K7//08HPz48NKmYZbGAxTSQSCUwm06iVqIiICNTV1dl8TW9vr83te3t7HTZOFhaW6cPhcMDj8RAeHo7w8HAUFRVZ/d5kMuGaa67BypUrsX37djQ3N4/SfZw9e9ZK98HhcBAUFERlP8bSfZDib3eZgLAuUD8zODgIsViM4uJit/n7OYr29nbw+XzExMTQPRRaIZvh3XnnncjIyKB7OCwsDoMNLFhYWFimyfbt2yEWi3H48GH4+PggJycHOTk5NrclCAJarZbSfZCdzru7u1FZWYnvv/8efX19GBgYgNFohL+/v1W/D7L0Ki4uDvHx8ZgzZw6Cg4MB0B98EASBuro6BAcHM77sx2Qyoba2FsnJyfDy8qJ7OLSi0WjQ1taG3Nxc2j+jdPPZZ5+hvr4eX3/9Nd1DYWFxKGxgMU1CQ0PB4/EgFoutnheLxYiMjLT5msjIyCltz8LC4rq0t7fjhRdewI8//jgpa1kOhwMvLy+kpaUhLS3N5jYEQcBoNNrUfbS1teHs2bOU7kOn08HLywuhoaGjgg+y9CoxMRFRUVEObzbIlkD9TFtbG3g8HuOdwQCgoaEB4eHhjLfZ1ev1eO6557Bp0yZERUXRPRwWFofCBhbTRCgUIi8vD8eOHcOaNWsADIu3jx07ho0bN9p8TXFxMY4dO4aHH36Yeu7o0aMoLi52wojtx1Qsdvfu3Yt7773X6jkPDw9otVpnDJWFxWEkJCTg8uXLSE1Ntds+ORwOBAIBEhMTkZiYaHMbUvchkUioZoPt7e2U41VVVRXEYjEkEgkUCgUEAgFCQ0MRFhZmU/eRmJiI2NjYaes++vv7UVVVhYyMDMaXQCmVSrS1tSE/P3/MBmFMYWBgAIODg2ywCeCNN96ATqfDM888Q/dQWFgcDhtYzIDNmzdj7dq1WLRoEQoKCrBr1y6oVCpqIn333XcjJiYGW7duBTDsXb106VK88sorWLVqFT7++GOUlpbinXfeofM0psT+/fuxefNmK4vd5cuXj2mxCwD+/v6or6+nHjM9Jc4ye7BnUDFZSN0H6U5la+JGmv3J5XKb/T7OnDlDWe7KZDJK90FqSUbqPsgAZKTuw2w245577kFsbCyWLVvmvDfBBSEIArW1tYiNjWV8B2Gz2Yz6+nrMmTPH4b1tXB2pVIqdO3fixRdfZHxpHAszYAOLGXDHHXegv78fzz77LHp7e5GdnY0jR45QNcYdHR1Wq1aLFy/GRx99hKeffhpPPvkk5s6diy+++MKteli8+uqrWL9+PRU87d69G9988w3ef/99mxa7wPAkhC33YmFxHuTEPzAwELm5ucjNzbW5Han7aGtrs9J9dHV1oby8HN999x2l+zCZTJTugwxqhoaGcO7cOdx66624ePEikpKSEBQUZDUGptDd3Q2tVjumxoZJkC5pbDkY8NJLLyEqKgq///3v6R4KC4tTYPtYsEwavV4Pb29v/Pe//6XKvwBg7dq1kMlk+PLLL0e9Zu/evVi3bh1iYmJgNpuRm5uLv/71r1iwYIETR87CwjJdSN1HZ2cnWltbKd1HU1MTDhw4gOjoaJhMJvT19VHXCFu6j7i4OMTFxSEpKQkREREO1304E51OhzNnzmDhwoUICwujezi0Qr4XmZmZCAkJoXs4tNLW1oa8vDz897//xapVq+geDguLU2AzFiyTZjoWu/PmzcP777+PzMxMyOVy7NixA4sXL0Z1dTViY2OdMWwWFpYZQOo+5syZgzlz5lDP33777bjllltw4MABSvchFoupzAep++jp6UFFRQWl+1AqlZTuY6x+H4mJiYiLiwOfz3eL4KOhoQHBwcGMDyqA4c7SwcHBjA8qCILAk08+ieLiYtx44410D4eFxWmwgQWLQykuLrYSpy9evBjp6el4++238cILL9A4MhYWluly4MABnDhxAtXV1QB+1n1ER0cjOjoaV1xxxajXkMlxmUxmU/dx+vRpiMViqt8Hl8tFcHCwTd1HXFwcJXD38vKiNfiQSCSQSCRuZ8LhCGQyGXp7e1nBNoALFy7g8OHDOHv2rFsExyws9oINLFgmzXQsdkciEAiQk5ODpqYmRwzR7pw8eRLbt2/HxYsXIRKJ8Pnnn1uVgdnixIkT2Lx5M6qrqxEXF4enn34a99xzj1PGy8LiaAiCwO7du/Hmm29Oqas0ObkKCgpCXl4e8vLyxty/RqNBa2srVXrV1dWFrq4uXL58GUeOHEF/fz+l+wgICLDSfZCZD7LfR1JSEmV3au8JnslkQl1dHVJSUuDp6WnXfbsbZC+TpKQkxouUCYLAE088gV/+8pes5oaFcbCBBcukmY7F7khMJhMqKyvdJjWsUqmQlZWF++67D7fddtuE27e2tmLVqlV44IEH8O9//xvHjh3DunXrEBUVheXLlzthxCwsjoXD4eDIkSMQCAQO27+3tzcWLFgwphaLIAgYDIZRuo/u7m40NTXh9OnT6O/vR39/P/R6PXx8fMbUfZClV+Hh4VPWfXzyySdISEhgyzoxLF43Go1ISEigeyi088UXX6Cqqgqffvqp3fa5detWfPbZZ6irq4OXlxcWL16Mbdu2Yd68eWO+hrV7Z6EDNrBgmRJTtdh9/vnnUVRUhJSUFMhkMmzfvh3t7e1Yt24dnacxaVauXImVK1dOevvdu3cjKSkJr7zyCgAgPT0dp0+fxs6dO9nAgmXW4KigYrJwOBwIhUIkJycjOTnZ5jak7qO3t9eq2SDZ76OsrIxqNqhSqSAUCql+H2TwQWY/EhISqACC1H2cO3cODz30EI4ePcr4UheDwYCmpibMnz8fPB6P7uHQisFgwJ///Gc89NBDiImJsdt+f/zxR2zYsAH5+fkwGo148sknccMNN6CmpmbcBp2s3TuLs2EDC5YpMVWLXalUivXr16O3t5cqgThz5gzmz59P1yk4lJKSklF+/suXL7dqisjCwuJ4SN1HTEwMYmJicOWVV47ahtR9SKVSm7qPkydPUroPmUwGLpeLkJAQhIaGoqurC0lJSfj6669x+fJlxMXFISEhAYmJifD09GTUBK65uZmyImY6u3fvhlKptHszvCNHjlg93rt3L8LDw3Hx4kVcddVVY76OtXtncTZsYMEyZTZu3Dhm6dOJEyesHu/cuRM7d+50wqhcg97eXpuuWUNDQ9BoNIyvPWZhcSXIyX9wcDCCg4OxaNEim9sRBAGVSoW2tja0trbigw8+gEgkQlZWFi5evIjDhw9T/T7MZjMCAwMp3QeZ/Rip+wgICLAag7uiUCjQ3d2NoqIitz+XmTI0NITt27fjz3/+M/z8/Bx6LLlcDmD4szseSqUSCQkJrN07i9NgAwsWFhYWFpZx4HA48PX1xcKFCxEUFIS77roLn376qVV2ktR9dHR0jNJ9NDY24tSpU+jr64NEIqF0H2FhYVa6j+joaKrTeVJSEkJDQ1263wcp2I6Pjx+3HIcpvPTSSwgNDcVDDz3k0OOYzWY8/PDDWLJkybgNdlm7dxY6YAMLFhY7EhkZadM1y9/fn81WsLDMAv7whz/g5ptvHlXySOo+UlJSkJKSYvO1BEHAZDKNqfu4dOkSpftQq9UQCoVU8EH2+yBLuyx1Hzwej5bgo7e3FxqNhnU+wnAZ8HvvvYePPvrI4TqTDRs2oKqqCqdPnx53O9bunYUO2MCChcWOFBcX49ChQ1bPHT161O087qdqs3vixAlcc801o54XiURsfS/LrEGpVEKn02H37t3Tej2HwwGfz0dsbCxiY2Nt1saTuo/BwUGbuo+GhgZK9yGXy8Hj8RASEmJVehUTE0OVXpEBiL11H0ajEQ0NDUhNTQWfz+ypBEEQeOqpp5Cfn49bbrnFocfauHEjDh48iJMnT0456+Budu8s7gmzrwYsLBOgVCqtLsKtra0oKytDcHAw4uPjsWXLFnR3d+ODDz4AADzwwAN444038Nhjj+G+++7D8ePH8cknn+Cbb76h6xSmxVRtdknq6+vh7+9PPZ5KnwMWFlfH19cXBw8edOgxyMl/SEgIQkJCkJ+fb3M7UvdBZj4s+31cuHAB33zzDfr6+jA4OAiCIGzqPmJiYii73cTEREoXMJkA5PXXX0dycjK7cADg0qVLOHjwIM6cOeOwzBFBENi0aRM+//xznDhxAklJSVPeh7vZvbO4JxyCXB5hYWEZxVgr8WvXrsXevXtxzz33oK2tzUq0fuLECTzyyCOoqalBbGwsnnnmGbdukMfhcCadsZBKpVQzMhYWFnohCAI6nY7SfbS3t1O6j56eHojFYkr3YTAY4OvrO0r3Qfb7SEhIQFJSEoKDg1FZWYlrrrkGhw8fRlFREd2nSSsEQWD58uWIiYnBxx9/7LDA4qGHHsJHH32EL7/80qp3RUBAAFVmOxm79y+++AIXL16ctc6MLPTDBhYsLCzjMpXAIiEhATqdDgsXLsRzzz2HJUuWOG+gLCwsU4bUfYhEIjQ3N1PBB6n7EIlElO5Do9FAKBRSYvaCggIq+IiNjUV8fDwSEhIQExNDm+7D2Xz99de47777UFtbi/j4eIcdZ6z3cs+ePdTC1dVXX43ExETs3bsXAPDII4/gs88+s7J7f/HFF1lNDItDYQMLFhaWcZlMYFFfX48TJ05g0aJF0Ol0ePfdd/Hhhx/i3LlzyM3Ndd5gWVhY7A45TZBIJNizZw9efPFFbN68GYODg+ju7kZvby+l+xgaGgKfz0dwcDAlOrfUfZDBR3x8PDw8PNw6+DAajVi0aBFWr16NV199le7hsLC4BGxgwcLCMi6TCSxssXTpUsTHx+PDDz90zMBYWFicikajwfz58/HUU09h3bp1Vr8jpxJKpZISnbe3t6Orqwvd3d0QiUTo7e1Ff38/pFIpCIJAUFAQVXpF2u2SpVek7sPX1xeAa/b7eOutt7Bt2zY0NTVZactYWJgMK95mYWFxCAUFBRPaIbKwsLgP27dvR2hoKO67775RvyMn/n5+fsjKykJWVpbNfZC6j/b2dqrfB+l4VVNTg+PHj1O6D6PRCD8/P4SFhSEsLAyRkZGIjo6mXLXITufBwcFO7/ehUCjw8ssvY8uWLWxQwcJiARtYsLCwOISysjJERUXRPYxJs3XrVnz22Weoq6uDl5cXFi9ejG3btlkJJW1x4MABPPPMM2hra8PcuXOxbds21nWFZVbi5+eHN954A1wud9r74HA48PT0xLx588b8bpG6j+7ubrS0tFjpPjo7O3HhwgWIxWJIJBJoNBp4enoiNDQUERERVv0+LEuvoqOj7ar7+Nvf/oaAgABs2rTJLvtjYZktsIEFCwvLKKZqs7tr1y4kJSVhwYIF0Gq1ePfdd3H8+HF89913dJ3ClPnxxx+xYcMG5Ofnw2g04sknn8QNN9yAmpqaMbsKnzlzBr/+9a+xdetWrF69Gh999BHWrFmDS5cujdsRl4XFHXnkkUecchyy3wfZg8MWBEGAIAgMDAygubkZra2t6OzstMp+kKJzUvcREhJi1WyQzH5Y6j5Icfp4VFZW4o033sC+ffsY38ODhWUkrMaChYVlFFO12X355ZfxzjvvoLu7G97e3sjMzMSzzz5rcx/uQn9/P8LDw/Hjjz/abGQGAHfccQdUKpVVb4OioiJkZ2dPu4kaCwuLfSCnNwqFYlzdh0QiweDgIDgczijdR3BwMORyOVJTU7Fw4UIsWrQIy5Ytw8DAAAYGBlxS+8HCQidsYMHCwsJig6amJsydOxeVlZVjZh/i4+OxefNmPPzww9Rzf/7zn/HFF1+gvLzcSSNlYWGZCQRBQKvV2tR9NDU1oaysDDqdDiaTiXpNXFwcMjIyEBsbS5VdWf7s7+/PBh0sjITN4bGwsLCMwGw24+GHH8aSJUvGLWnq7e1FRESE1XMRERHo7e119BBZWFjsBIfDgZeXF9LS0pCWlmZzG4IgoNfrsWLFCqhUKjz99NPo7u5GV1cXmpubcfLkSarzuUqlQllZ2ZgCdhaW2QwbWLCwsLCMYMOGDaiqqmJdrVhYWAAMBx/nz59HaWkpGhsbERkZaXM7giAgl8spm1wWFqbBBhYsLCwsFmzcuBEHDx7EyZMnERsbO+62kZGREIvFVs+JxeIxJx0sLCzuCUEQ+NOf/oTHH3983O83h8NBYGCg8wbGwuJiTN8zjoWFhWUWQRAENm7ciM8//xzHjx9HUlLShK8pLi7GsWPHrJ47evQoiouLHTVMh7B161bk5+fDz88P4eHhWLNmDerr68d9zd69e8HhcKz+eXp6OmnELCzOxWAw4Oabb8bmzZvpHgoLi0vDBhYsLCwsGC5/2rdvHz766CP4+fmht7cXvb290Gg01DZ33303tmzZQj3+4x//iCNHjuCVV15BXV0dnnvuOZSWlmLjxo10nMK0Ia12z549i6NHj8JgMOCGG26ASqUa93X+/v4QiUTUv/b2dieNmIXFuQiFQjz11FPw9vameygsLC4N6wrFwsLCAozp4LJnzx7cc889AICrr74aiYmJ2Lt3L/X7AwcO4Omnn6Ya5L388stu3yBvMla7e/fuxcMPPwyZTObcwbGwsLCwuCysxoKFhYUFP3vejwfZt8OS22+/HbfffrsDRkQfcrkcABAcHDzudkqlEgkJCTCbzcjNzcVf//pXLFiwwBlDZGFhYWFxQdiMBQsLCwsLhdlsxs033wyZTDauK1ZJSQkaGxuRmZkJuVyOHTt24OTJk6iurp5Q9M7CwsLCMjthAwsWFhaXwmw2w2Qygc/nsw2maODBBx/E4cOHcfr06SkFCAaDAenp6fj1r3+NF154wYEjZGFhYWFxVdhSKBYWFpeCy+WCy52crwTZCZfH4zlySIxhKla7IxEIBMjJyUFTU5ODRsfCwsLC4uqwrlAsLCwug9lsxk033YQ1a9agoqJiwu15PJ5bBhWuliiejtXuSEwmEyorKxEVFeWAETqOt956C5mZmfD394e/vz+Ki4tx+PDhcV9z4MABpKWlwdPTExkZGTh06JCTRsvCwsLi2rCBBQsLi8vA4XDQ39+Pr776Cnv27Bl32yNHjuDxxx/Hm2++SWUupgpZdmU0GmEymRw24ReJRLjhhhvg6emJ8+fPu1yJ13Ssdp9//nl89913aGlpwaVLl3DXXXehvb0d69ato+MUpk1sbCz+9re/4eLFiygtLcW1116LW265BdXV1Ta3P3PmDH7961/j/vvvx+XLl7FmzRqsWbMGVVVVTh45CwsLi+vBaixYWFhcig8//BBr167F/Pnzx5ysmc1mZGdno6qqCnl5ebhw4cKUjkEQxJQn92azGWazeUqlWiTNzc244YYb0NraisuXLyMrK2taY3AU07HafeSRR/DZZ5+ht7cXQUFByMvLw4svvoicnBwnjdpxBAcHY/v27bj//vtH/e6OO+6ASqXCwYMHqeeKioqQnZ2N3bt3O3OYLCwsLC4Hq7FgYWFxKXJzcwEAUqkUtbW1SE9Pt/o9QRD4+uuvUVVVhaioKLz33nuT3rdSqcT+/ftx9uxZtLe3w2g0wtvbG+np6SgsLMSVV16JiIgIm6+dTEBBBh8cDseqRIs8DgBKu+AqQQUwPavdnTt3YufOnQ4aET2YTCYcOHAAKpVqzO7pJSUlo7ovL1++HF988YUTRsjCwsLi2rCBBQsLi0sRGBiIpUuX4uTJk/jyyy+Rnp5OTdY5HA46Ojqwa9cuAMA111yDzMxMKpMwET/99BPWr18PoVAIvV5PPX/o0CF4eHjgd7/7HR5//HEkJydbvU4qleLR/9/evcZGUbZhHL+mu10qIKUWBGxZBcUqlFbEiFRKFQ9RwXMEE5STJiCiRQyKRDkZ5S2hGjRRQaTKh4pHqngAkcaqiAoiFosHgqAFoZyhWkvb3fv9QHZ0bQHLlFLl/0v2w848M/vMpEnnmmeee+6/Xx07dlRmZqYuv/zyOvd/qPCRkpKiTz/9VGVlZUpMTKzH2UBjWLt2rXr37q3Kykq1bNlSCxcuVNeuXetsu23btlrhs127dtq2bVtjdBUAmjSCBYAmw8yUlJSkfv36qaioSOvXr3eXRy7YCwsLVVRUpO7du2vkyJGSFBU8DqdNmzaaOHGibrnlFrVr104VFRXasmWLVq5cqby8PM2dO1elpaXuZNzI/uLi4uTz+fToo48qLS1Ny5cvV4sWLaL2XV1drdzcXG3btk2pqam64447ovoTHx+v+Pj4Iz4CFQ6H3RGEyDE1pdGN/6KUlBStWbNG+/bt0+uvv66hQ4eqqKjokOECAFA3Jm8DaDIiF9SRqkTff/+91q9f7z5WVFJSopdfflmSdO211yozM1OSar3zwswUCoUUDoej9h+ZB5Cenq727durc+fOyszM1Lhx45Sbm6tu3bqpsLBQc+fOleM4bn9OOukkTZw4USkpKSouLtbMmTMl/VnutrKyUrNnz9bEiRP11FNPad26dW5/wuGw5syZo5iYGA0cODBqv38V6WtMTIxb7SomJoZQ0QgCgYDOOuss9ezZU9OnT1d6erpmzZpVZ9v27durrKwsallZWZnat2/fGF0FgCaNYAGgyYiMSmRkZOi8887TihUr9NNPP7nrX3vtNX344YdKS0vTtddeK+ngRd0333yjn376Sb/99pskuXMc/vpY0pHmEVx55ZUaM2aMqqurtW7dOkmKCiadOnXSmDFjJEmvvPKKSkpK3MCzYMEC3XvvvYqNjdWUKVP0xBNPuNuFQiFt375dklReXi7p4JyLiB07dmj+/PkaMGCAunfvrvPPP1833XSTpk6dqoKCAm3ZsqU+pxANIBwO68CBA3Wu6927t5YtWxa1bOnSpYeck9GU1bfU7osvvhg1iuY4juLi4hqxx/8+lDPGiYZHoQA0KeFwWJ07d1ZSUpLWrFmjDRs2SJJ+/PFHtxLPqFGj1LNnT0lSUVGRRowYoYqKCjVv3lyJiYlKTk5WIBDQlClTlJWV5T5+tHfvXn3yySdauHCh+yK3Nm3aqEOHDurRo4c+/vhjSVJVVZWqq6sVGxsb1bdbbrlFb731lj788EPNnj1bTz31lPLy8nT//fdLOviCuQceeMA9jpiYGNXU1Lh3uCMT0SOBZdOmTcrOztaiRYvk9/vdwLFmzRp3MvCwYcM0adIknXHGGQ1+riE99NBDuvrqqxUMBlVeXq78/Hx99NFHWrJkiaSDZXaTkpI0ffp0SVJ2draysrKUm5ur/v37a8GCBVq1apXmzJlzPA/jqERK7Xbp0kVmppdeeknXX3+9vv76a3Xr1q3ObVq1aqUffvjB/c6I2uHV9xxHyhlPnz5dAwYMUH5+vm644QatXr1aqampx+EIgHoyAGiCHn/8cQsEAtavXz8zMxs/frz5/X47++yz7ZdffnHbrVixwm6++Wbr0qWLJSQkmOM47icvL89tt3nzZrviiiui1h/qM2bMGNu/f39Uf2pqaszMLD8/3wKBgHXo0MFGjRplPXv2NMdxbNSoUbZnzx4zMwuFQu52e/futYEDB5rjOPbkk0+amVllZaWZmU2bNs0cx7EuXbrY008/bVu3brUNGzbYsmXLbNasWXbJJZfYhRdeaB9//LGZmYXD4QY9xzAbMWKEnX766RYIBKxt27Z22WWX2QcffOCuz8rKsqFDh0Zt8+qrr9rZZ59tgUDAunXrZu+++24j9/rYSUhIsLlz59a5Li8vz+Lj4xu3Q/9BhzvHAwcOtP79+0ct69Wrl40cObIxugZ4RrAA0CStX7/emjdvbrGxsVZcXGxt2rQxx3Fs7ty5URfuf1dVVWWbN2+2FStW2M6dO93lAwcOtJiYGEtISLDHHnvMVq5cacXFxbZs2TKbP3++zZo1y84880xzHMceeugh+/3332vtO/K7kaDg9/vNcRy79dZbbcuWLWZW++K/rKzMsrKyzHEcW7hwoZmZHThwwMzMBg0aZI7j2PPPP1/nsfz888+2ePFid9/AsVJTU2Mvv/yyBQIBKykpqbNNXl6e+Xw+CwaDlpycbNddd519++23jdzTf69/co47duzo3oCImDRpkqWlpTVCDwHveBQKQJPUqVMnJScna8OGDbrtttu0a9cude7cWcOGDas1dyIUCrmlXmNjY5WUlKSkpCS3TVVVlRYvXiwz07PPPutOov67+fPnSzr4eFQgEKi1PvJ40wUXXKAlS5Zo//796tOnj3JycnTaaadJqv1oSEVFhXbs2CHpz3dYRETmhOzZs8ddVlNTo3A4LJ/Pp2AwqGAwWK/zBtRHfUrtpqSkaN68eUpLS9O+ffs0c+ZMZWRkqKSkpNbfNv5EOWOcSJi8DaBJCofDGjx4sMLhsNauXauWLVvqvvvuk8/ni5qI7TiO/H5/rfdH/LXN1q1bVV5erri4OF100UXuxX8klFRVVWn79u0qLi6WJCUkJMjvr33fxe/36/PPP9cTTzyh/fv3S5JKS0vVtm3bQx5HeXm5du7cKUlu2Ins++qrr1bz5s314IMPasyYMVqzZo38fr8CgYB8Pp/7wj3gWImU2v3iiy901113aejQoW7xgr/r3bu3hgwZovPOO09ZWVl688031bZtW82ePbuRe/3vUp9zDPzbESwANDlmptjYWPXp08dd1rVrV40ePVrSP5sw+tc2kbKwLVq0cP+hh0IhhUIh+Xw+BQIBPfnkk6qpqVHLli2VkJBQ5z6///57DR48WGVlZUpPT9epp56qzZs3a8aMGYfsx/79+90RiUgAiYSg0aNHa9CgQYqPj9czzzyjSy+9VL169dIjjzyizz777B+97Rvwoj6ldv8uNjZWPXr0cAshoG6UM8aJhP9YAJqcyGhDKBSS4zhq06aNRowYIcdxjuoOfosWLdS3b1/t2rVLU6dO1aZNm+Tz+eT3+7Vjxw5NnjxZOTk5kqSWLVsqPj6+1j5KS0s1fPhwbdy4UT169NCiRYuUk5OjUCikefPmaePGjXX+9u7du1VTU6PWrVvXGgVxHEcvvPCC3n33XY0ePVqtWrXSypUr9dhjj+nee+9Vbm6uKisr6328wNE6XKndvwuFQlq7dq06dOhwjHt17P3vf/+T4zgaO3bsYds1RCnYE6WcMU5Qx3F+BwBECYfD7sTmP/74w+666y5zHMduv/122717t6d9v/HGG3byySdbTEyMNW/e3FJTU61fv34WDAYtMTHR+vbta7GxsXbuuefaqlWrzOzPSlC//vqrDRgwwBzHsR49etjy5cvNzGzLli2WmZlpjuPY8OHDo7aJHM+8efPMcRxLTU01s+iKUTU1NVHfd+/ebR999JENHjzYrVD17LPPejpu4FAmTJhgRUVFtnHjRisuLrYJEyaY4zhuVazbb7/dJkyY4LafOnWqLVmyxDZs2GBfffWV3XrrrRYXF3fIicj/Fl9++aWdccYZlpaWZtnZ2Ydst3z5cvP5fDZjxgxbt26dPfzwwxYbG2tr16495Db1PcfLly83v99vM2fOtO+++84mT558xN8AmhKCBYAm6ZlnnrFTTjnFmjVrZm+//baZ2WGrQf0TixcvtosvvthiYmLMcRwLBALWp08fW7x4sc2ePdsNDt999527zfbt223kyJFuWdh33nnHzP4sGVtQUGCO41i7du3s/fffN7M/w0V1dbXl5OSY4zh21VVXRa07nE2bNrnhoq5AAjSE+pbaHTt2rAWDQQsEAtauXTu75pprbPXq1ceh5w2nvLzcunTpYkuXLrWsrKzDBoujKQVLOWOcaAgWAI67yEXztGnT7O6777bx48fbaaedZo7j2MMPP2z79u1r0N+rrKy0zZs327p162z79u1mZlZYWGi9evWyu+++20pLS83MbOfOnW5J2NatW9trr71mZtHhoLq62oYNG2aO49jgwYOturraXffHH3/YuHHj3PdcRI61qqrKVq9ebSUlJbX2FSlXGwk6mZmZUWVzATScIUOG2NixY83MjhgsKAULHBnlZgE0GTk5OaqoqJB0cK7DDTfcoHvuuUetWrVq0N9p1qxZVEnaUCikSy+9VJ9//nlUu9atW2vSpEkaMGCAOnXqpF69ekmSfD6fpINzQfx+v4YPH6633npL+fn5Sk9P1/jx4yUdLHMbKRPZqVMnSQcnbpeXl2vKlCn64osvNG3aNF111VUKBoPuHIwlS5YoPz9fkhQMBpWYmNigxw9AWrBggVavXq2VK1f+o/aUggWOjGAB4LiLVD4qLCzUxo0btWfPHrVq1UqDBg1yL+KPBTOT4zhRpV19Pp9bUcrn86lr166HrDkfaZeRkaH33ntPhYWFSklJUVVVlQKBgKqrq92KUJELklAopGbNmiklJUUffPCBRo0aJelgNZi2bdvqpJNOUmlpqbZu3aqOHTvqtttui+orAO9KS0uVnZ2tpUuXKi4u7nh3B/jPcMz+UuwdABDFzNwX4x3thf2+ffsUFxenZs2auct27NihTz75RO+//76+/PJLlZSUuBWvzjrrLGVkZOjOO++MKrkLoGEUFBToxhtvjLpxEalCFxMTowMHDtS6qREMBjVu3LioylGTJ09WQUGBvvnmm8bqOtCkESwAoAGEw2GZ2VGPsFRWVmrnzp3as2ePzEzdu3dnhAI4RsrLy/Xzzz9HLRs+fLjOOeccPfjgg0pNTa21zaBBg1RRUaFFixa5yzIyMpSWlqbnnnvumPcZ+DfgUSgAaABH8yK7yH0dx3EUFxen5ORkJScnN3TXAPzNySefXCs8tGjRQomJie7yIUOGKCkpSdOnT5ckZWdnKysrS7m5uerfv78WLFigVatWac6cOY3ef6Cp4gV5AHCcOI5Ta1TCDlbrO049AhDxyy+/aOvWre73jIwM5efna86cOUpPT9frr7+ugoKCOkc3gBMVj0IBAAAA8IwRCwAAAACeESwAAAA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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "linAlgVis.linearCombo(2,3,4)" + "linear_algebra_visulization.linearCombo(2,3,4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Next we show the linear combination of a non-standard basis, $(2,1,0), (0,3,1), (0,0,3)$. I also wrote another function ```linearComboNonStd``` in the ```linAlgVis``` module." + "Next we show the linear combination of a non-standard basis, $(2,1,0), (0,3,1), (0,0,3)$. I also wrote another function ```linearComboNonStd``` in the ```linear_algebra_visulization``` module." ] }, { @@ -345,14 +337,12 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -361,7 +351,7 @@ "vec1 = np.array([2,1,0])\n", "vec2 = np.array([0,3,1])\n", "vec3 = np.array([1,2,3])\n", - "linAlgVis.linearComboNonStd(2,3,4, vec1, vec2, vec3)" + "linear_algebra_visulization.linearComboNonStd(2,3,4, vec1, vec2, vec3)" ] }, { @@ -375,7 +365,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "If $B$ is the basis for $V$, then the **number of vectors** in $B$ is the **dimension** of $V$, denoted as $\\text{dim}(V)$." + "If $B = \\{v_1, v_2, ..., v_n\\}$ is the basis for $V$, then the _number of vectors_ in $B$ is the _dimension_ of $V$, denoted as $\\text{dim}(V)$." ] }, { @@ -546,7 +536,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -562,7 +552,7 @@ "⎣3 -6 2⎦" ] }, - "execution_count": 27, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -620,7 +610,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "If we perform ```rref```, $A$ is turned into $B$. Apparently the column space of them are different apparently." + "If we perform ```rref```, $A$ is turned into $B$. Apparently the column space of them are different." ] }, { @@ -662,35 +652,34 @@ "metadata": {}, "source": [ "$$\n", - "\\text{col}(A)=\\text{span}\\left\\{\\left[ \\matrix{3\\cr 2\\cr -1}\\right],\\ \\left[\\matrix{-1\\cr 4\\cr 1}\\right]\\right\\}\n", + "\\text{col}(A) = \\text{span}\\left\\{\\begin{pmatrix} 3 \\\\ 2 \\\\ -1 \\end{pmatrix}, \\ \\begin{pmatrix} -1 \\\\ 4 \\\\ 1 \\end{pmatrix}\\right\\}\n", "$$\n", + "\n", "$$\n", - "\\text{col}(B)=\\text{span}\\left\\{\\left[ \\matrix{1\\cr 0\\cr 0}\\right],\\ \\left[\\matrix{0\\cr 1\\cr 0}\\right]\\right\\}\n", - "$$" + "\\text{col}(B) = \\text{span}\\left\\{\\begin{pmatrix} 1 \\\\ 0 \\\\ 0 \\end{pmatrix}, \\ \\begin{pmatrix} 0 \\\\ 1 \\\\ 0 \\end{pmatrix}\\right\\}\n", + "$$\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "It's easy to visualize them, they are two intersecting planes." + "It's easy to visualize them, they are two intersecting planes, which means it's different column space." ] }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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"text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -741,16 +730,16 @@ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}45 & 33\\\\79 & 19\\\\45 & 75\\\\3 & 27\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}42 & 65\\\\11 & 82\\\\45 & 69\\\\88 & 53\\end{matrix}\\right]$" ], "text/plain": [ - "⎡45 33⎤\n", + "⎡42 65⎤\n", "⎢ ⎥\n", - "⎢79 19⎥\n", + "⎢11 82⎥\n", "⎢ ⎥\n", - "⎢45 75⎥\n", + "⎢45 69⎥\n", "⎢ ⎥\n", - "⎣3 27⎦" + "⎣88 53⎦" ] }, "execution_count": 13, @@ -806,16 +795,16 @@ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}45 & 33 & 1 & 0 & 0 & 0\\\\79 & 19 & 0 & 1 & 0 & 0\\\\45 & 75 & 0 & 0 & 1 & 0\\\\3 & 27 & 0 & 0 & 0 & 1\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}42 & 65 & 1 & 0 & 0 & 0\\\\11 & 82 & 0 & 1 & 0 & 0\\\\45 & 69 & 0 & 0 & 1 & 0\\\\88 & 53 & 0 & 0 & 0 & 1\\end{matrix}\\right]$" ], "text/plain": [ - "⎡45 33 1 0 0 0⎤\n", + "⎡42 65 1 0 0 0⎤\n", "⎢ ⎥\n", - "⎢79 19 0 1 0 0⎥\n", + "⎢11 82 0 1 0 0⎥\n", "⎢ ⎥\n", - "⎢45 75 0 0 1 0⎥\n", + "⎢45 69 0 0 1 0⎥\n", "⎢ ⎥\n", - "⎣3 27 0 0 0 1⎦" + "⎣88 53 0 0 0 1⎦" ] }, "execution_count": 15, @@ -835,20 +824,24 @@ { "data": { "text/latex": [ - "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 0 & 0 & \\frac{3}{110} & - \\frac{5}{66}\\\\0 & 1 & 0 & 0 & - \\frac{1}{330} & \\frac{1}{22}\\\\0 & 0 & 1 & 0 & - \\frac{62}{55} & \\frac{21}{11}\\\\0 & 0 & 0 & 1 & - \\frac{346}{165} & \\frac{169}{33}\\end{matrix}\\right], \\ \\left( 0, \\ 1, \\ 2, \\ 3\\right)\\right)$" + "$\\displaystyle \\left( \\left[\\begin{matrix}1 & 0 & 0 & 0 & - \\frac{53}{3687} & \\frac{23}{1229}\\\\0 & 1 & 0 & 0 & \\frac{88}{3687} & - \\frac{15}{1229}\\\\0 & 0 & 1 & 0 & - \\frac{3494}{3687} & \\frac{9}{1229}\\\\0 & 0 & 0 & 1 & - \\frac{2211}{1229} & \\frac{977}{1229}\\end{matrix}\\right], \\ \\left( 0, \\ 1, \\ 2, \\ 3\\right)\\right)$" ], "text/plain": [ - "⎛⎡1 0 0 0 3/110 -5/66⎤ ⎞\n", - "⎜⎢ ⎥ ⎟\n", - "⎜⎢0 1 0 0 -1/330 1/22 ⎥ ⎟\n", - "⎜⎢ ⎥ ⎟\n", - "⎜⎢ -62 21 ⎥ ⎟\n", - "⎜⎢0 0 1 0 ──── ── ⎥, (0, 1, 2, 3)⎟\n", - "⎜⎢ 55 11 ⎥ ⎟\n", - "⎜⎢ ⎥ ⎟\n", - "⎜⎢ -346 169 ⎥ ⎟\n", - "⎜⎢0 0 0 1 ───── ─── ⎥ ⎟\n", - "⎝⎣ 165 33 ⎦ ⎠" + "⎛⎡ -53 23 ⎤ ⎞\n", + "⎜⎢1 0 0 0 ──── ──── ⎥ ⎟\n", + "⎜⎢ 3687 1229 ⎥ ⎟\n", + "⎜⎢ ⎥ ⎟\n", + "⎜⎢ 88 -15 ⎥ ⎟\n", + "⎜⎢0 1 0 0 ──── ──── ⎥ ⎟\n", + "⎜⎢ 3687 1229 ⎥ ⎟\n", + "⎜⎢ ⎥, (0, 1, 2, 3)⎟\n", + "⎜⎢ -3494 ⎥ ⎟\n", + "⎜⎢0 0 1 0 ────── 9/1229⎥ ⎟\n", + "⎜⎢ 3687 ⎥ ⎟\n", + "⎜⎢ ⎥ ⎟\n", + "⎜⎢ -2211 977 ⎥ ⎟\n", + "⎜⎢0 0 0 1 ────── ──── ⎥ ⎟\n", + "⎝⎣ 1229 1229 ⎦ ⎠" ] }, "execution_count": 16, @@ -875,16 +868,16 @@ { "data": { "text/latex": [ - "$\\displaystyle \\left[\\begin{matrix}45 & 33 & 1 & 0\\\\79 & 19 & 0 & 1\\\\45 & 75 & 0 & 0\\\\3 & 27 & 0 & 0\\end{matrix}\\right]$" + "$\\displaystyle \\left[\\begin{matrix}42 & 65 & 1 & 0\\\\11 & 82 & 0 & 1\\\\45 & 69 & 0 & 0\\\\88 & 53 & 0 & 0\\end{matrix}\\right]$" ], "text/plain": [ - "⎡45 33 1 0⎤\n", + "⎡42 65 1 0⎤\n", "⎢ ⎥\n", - "⎢79 19 0 1⎥\n", + "⎢11 82 0 1⎥\n", "⎢ ⎥\n", - "⎢45 75 0 0⎥\n", + "⎢45 69 0 0⎥\n", "⎢ ⎥\n", - "⎣3 27 0 0⎦" + "⎣88 53 0 0⎦" ] }, "execution_count": 17, @@ -934,7 +927,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -948,7 +941,7 @@ "⎣1 1 ⎦" ] }, - "execution_count": 29, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -1042,7 +1035,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -1056,7 +1049,7 @@ "⎝⎣0 1 -1⎦ ⎠" ] }, - "execution_count": 30, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -1232,7 +1225,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 23, "metadata": {}, "outputs": [ { @@ -1248,7 +1241,7 @@ "⎣2 1 1 0 1 0⎦" ] }, - "execution_count": 42, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } @@ -1269,7 +1262,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 24, "metadata": {}, "outputs": [ { @@ -1285,7 +1278,7 @@ "⎝⎣0 0 1 -1 -1 -3/2⎦ ⎠" ] }, - "execution_count": 43, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -1296,7 +1289,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -1312,7 +1305,7 @@ "⎣-3⎦" ] }, - "execution_count": 44, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } @@ -1345,7 +1338,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.12.0" }, "toc": { "base_numbering": 1, diff --git a/notebooks/linAlgVis.py b/notebooks/linear_algebra_visulization.py similarity index 100% rename from notebooks/linAlgVis.py rename to notebooks/linear_algebra_visulization.py From da5f1d168575613e8b49c61ac771b5b02bd7ab2c Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Mon, 5 Aug 2024 21:49:38 +0200 Subject: [PATCH 08/64] update workflow --- .github/workflows/convert-and-publish.yml | 63 ----------------------- .github/workflows/update-readme.yml | 36 +++++++++++++ scripts/update_readme.py | 20 +++++++ 3 files changed, 56 insertions(+), 63 deletions(-) delete mode 100644 .github/workflows/convert-and-publish.yml create mode 100644 .github/workflows/update-readme.yml create mode 100644 scripts/update_readme.py diff --git a/.github/workflows/convert-and-publish.yml b/.github/workflows/convert-and-publish.yml deleted file mode 100644 index 0b185af..0000000 --- a/.github/workflows/convert-and-publish.yml +++ /dev/null @@ -1,63 +0,0 @@ -name: Convert and Publish Notebooks - -on: - push: - branches: - - master - -jobs: - convert-and-publish: - runs-on: ubuntu-latest - - steps: - - name: Checkout Repository - uses: actions/checkout@v4.1.7 - - - name: Set up Python - uses: actions/setup-python@v5.1.0 - with: - python-version: '3.12' - - - name: Install Poetry - run: | - curl -sSL https://install.python-poetry.org | python3 - - echo 'export PATH="$HOME/.local/bin:$PATH"' >> $GITHUB_ENV - export PATH="$HOME/.local/bin:$PATH" - - - name: Install Dependencies - run: | - poetry install - - - name: Convert Notebooks to QMD - run: | - mkdir -p qmd - for notebook in $(find . -name "*.ipynb"); do - poetry run jupyter nbconvert --to markdown --output-dir=qmd "$notebook" - done - - - name: Create Index File - run: | - echo "# Index" > qmd/index.qmd - for file in $(ls qmd/*.md); do - title=$(basename "$file" .md) - echo "- [$title](./$title.html)" >> qmd/index.qmd - done - - - name: Render QMD Files - run: | - mkdir -p rendered - for qmd in $(find qmd -name "*.qmd"); do - poetry run quarto render "$qmd" --to html --output-dir rendered - done - - - name: Move rendered files to docs - run: | - rm -rf ./docs - mv ./rendered ./docs - echo "" > ./docs/.nojekyll - - - name: Push changes - uses: ad-m/github-push-action@v0.6.0 - with: - github_token: ${{ secrets.GITHUB_TOKEN }} - branch: main \ No newline at end of file diff --git a/.github/workflows/update-readme.yml b/.github/workflows/update-readme.yml new file mode 100644 index 0000000..4c49483 --- /dev/null +++ b/.github/workflows/update-readme.yml @@ -0,0 +1,36 @@ +name: Update README + +on: + push: + branches: + - main # or the branch you want to trigger the workflow + +jobs: + update-readme: + runs-on: ubuntu-latest + + steps: + - name: Checkout + uses: actions/checkout@v4.1.7 + + + - name: Setup Python + uses: actions/setup-python@v5.1.1 + + + - name: Install dependencies + run: pip install pyyaml + + - name: Update README.md + run: | + python scripts/update_readme.py + + - name: Commit and push changes + run: | + git config --global user.name 'github-actions' + git config --global user.email 'github-actions@github.com' + git add README.md + git commit -m "Update README date and links" + git push + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} diff --git a/scripts/update_readme.py b/scripts/update_readme.py new file mode 100644 index 0000000..200bee4 --- /dev/null +++ b/scripts/update_readme.py @@ -0,0 +1,20 @@ +import re +from datetime import datetime + +# Read the README.md file +with open('README.md', 'r') as file: + content = file.read() + +# Update the date +updated_date = datetime.now().strftime("Updated on %b %Y") +content = re.sub(r"Updated on .*", updated_date, content) + +# Define the new base URL for nbviewer links +new_base_url = "https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter" + +# Update nbviewer links +content = re.sub(r"https://nbviewer.jupyter.org/github/[^/]+/[^/]+/blob/[^/]+/Chapter[^\s]+", lambda match: re.sub(r"https://nbviewer.jupyter.org/github/[^/]+/[^/]+/blob/[^/]+/Chapter", new_base_url, match.group(0)), content) + +# Write the updated content back to the README.md file +with open('README.md', 'w') as file: + file.write(content) From 6b5bd277f6f6d2bb4c09b8ff4f440cedac27bebf Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Mon, 5 Aug 2024 21:50:50 +0200 Subject: [PATCH 09/64] trigger workflow --- .github/workflows/update-readme.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/update-readme.yml b/.github/workflows/update-readme.yml index 4c49483..bdbd414 100644 --- a/.github/workflows/update-readme.yml +++ b/.github/workflows/update-readme.yml @@ -3,7 +3,7 @@ name: Update README on: push: branches: - - main # or the branch you want to trigger the workflow + - master # this repo called master, because created before 2020 jobs: update-readme: From 88d191922ceb40163d4408d6743dfac473c372e1 Mon Sep 17 00:00:00 2001 From: github-actions Date: Mon, 5 Aug 2024 19:51:04 +0000 Subject: [PATCH 10/64] Update README date and links --- README.md | 40 ++++++++++++++++++++-------------------- 1 file changed, 20 insertions(+), 20 deletions(-) diff --git a/README.md b/README.md index 75b784c..5cef105 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -Updated on Jan 2023 +Updated on Aug 2024 ![Presentation1](https://user-images.githubusercontent.com/59842360/159695863-678be5bc-d146-4340-9592-003ad93241e1.jpg) # Lectures of Linear Algebra [![MIT License](https://img.shields.io/apm/l/atomic-design-ui.svg?)]() @@ -45,25 +45,25 @@ These notes will equip you with most needed and basic knowledge for other subjec ## Contents It is advisable to either open the notebooks in Jupyter nbviewers (links below) or download them, since github has lots of rendering mistakes in LaTeX and sometimes even missing plots. -[Lecture 1 - System of Linear Equations](https://nbviewer.jupyter.org/github/MacroAnalyst/Linear_Algebra_With_Python/blob/master/Chapter%201%20-%20Linear%20Equation%20System.ipynb)
-[Lecture 2 - Basic Matrix Algebra](https://nbviewer.jupyter.org/github/MacroAnalyst/Linear_Algebra_With_Python/blob/master/Chapter%202%20-%20Basic%20Matrix%20Algebra.ipynb)
-[Lecture 3 - Determinants](https://nbviewer.jupyter.org/github/WeijieChen-MacroAnalyst/LinearAlgebraLectures/blob/master/Chapter%203%20-%20Determinant.ipynb)
-[Lecture 4 - LU Decomposition](https://nbviewer.jupyter.org/github/WeijieChen-MacroAnalyst/LinearAlgebraLectures/blob/master/Chapter%204%20-%20LU%20Factorization.ipynb)
-[Lecture 5 - Vector Operations](https://nbviewer.jupyter.org/github/WeijieChen-MacroAnalyst/Linear_Algebra_With_Python/blob/master/Chapter%205%20-%20Vector%20Addition%2C%20Subtraction%20and%20Scalar%20Multiplication.ipynb)
-[Lecture 6 - Linear Combination](https://nbviewer.jupyter.org/github/WeijieChen-MacroAnalyst/Linear_Algebra_With_Python/blob/master/Chapter%206%20-%20Linear%20Combination.ipynb)
-[Lecture 7 - Linear Independence](https://nbviewer.jupyter.org/github/WeijieChen-MacroAnalyst/Linear_Algebra_With_Python/blob/master/Chapter%207%20-%20Linear%20Independence.ipynb)
-[Lecture 8 - Vector Space and Subspace](https://nbviewer.jupyter.org/github/WeijieChen-MacroAnalyst/Linear_Algebra_With_Python/blob/master/Chapter%208%20-%20Vector%20Space%20and%20Subspace.ipynb)
-[Lecture 9 - Basis and Dimension](https://nbviewer.jupyter.org/github/WeijieChen-MacroAnalyst/Linear_Algebra_With_Python/blob/master/Chapter%209%20-%20Basis%20and%20Dimension.ipynb)
-[Lecture 10 - Column, Row and Null Space](https://nbviewer.jupyter.org/github/WeijieChen-MacroAnalyst/Linear_Algebra_With_Python/blob/master/Chapter%2010%20-Null%20Space%20vs%20Col%20Space%2C%20Row%20Space%20and%20Rank.ipynb?flush_cache=true)
-[Lecture 11 - Linear Transformation](https://nbviewer.jupyter.org/github/WeijieChen-MacroAnalyst/Linear_Algebra_With_Python/blob/master/Chapter%2011%20-%20Linear%20Transformation.ipynb?flush_cache=true)
-[Lecture 12 - Eigenvalues and Eigenvectors](https://nbviewer.jupyter.org/github/WeijieChen-MacroAnalyst/Linear_Algebra_With_Python/blob/master/Chapter%2012%20-%20Eigenvalues%20and%20Eigenvectors.ipynb)
-[Lecture 13 - Diagonalization](https://nbviewer.jupyter.org/github/WeijieChen-MacroAnalyst/Linear_Algebra_With_Python/blob/master/Chapter%2013%20-%20Diagonalization.ipynb)
-[Lecture 14 - Application to Dynamic System](https://nbviewer.jupyter.org/github/WeijieChen-MacroAnalyst/Linear_Algebra_With_Python/blob/master/Chapter%2014%20-%20Applications%20to%20Dynamic%20System.ipynb)
-[Lecture 15 - Inner Product and Orthogonality](https://nbviewer.jupyter.org/github/WeijieChen-MacroAnalyst/Linear_Algebra_With_Python/blob/master/Chapter%2015%20-%20Innear%20Product%20and%20Orthogonality.ipynb)
-[Lecture 16 - Gram-Schmidt Process and Decomposition](https://nbviewer.jupyter.org/github/WeijieChen-MacroAnalyst/Linear_Algebra_With_Python/blob/master/Chapter%2016%20-%20Gram-Schmidt%20Process%20and%20QR%20Decomposition.ipynb)
-[Lecture 17 - Symmetric Matrices and Quadratic Form](https://nbviewer.jupyter.org/github/WeijieChen-MacroAnalyst/Linear_Algebra_With_Python/blob/master/Chapter%2017%20-%20Symmetric%20Matrices%20%2C%20Quadratic%20Form%20and%20Cholesky%20Decomposition.ipynb)
-[Lecture 18 - Singular Value Decomposition](https://nbviewer.jupyter.org/github/WeijieChen-MacroAnalyst/Linear_Algebra_With_Python/blob/master/Chapter%2018%20-%20The%20Singular%20Value%20Decomposition.ipynb)
-[Lecture 19 - Multivariate Normal Distribution](https://nbviewer.jupyter.org/github/WeijieChen-MacroAnalyst/Linear_Algebra_With_Python/blob/master/Chapter%2019%20-%20Multivariate%20Normal%20Distribution.ipynb)
+[Lecture 1 - System of Linear Equations](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%201%20-%20Linear%20Equation%20System.ipynb)
+[Lecture 2 - Basic Matrix Algebra](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%202%20-%20Basic%20Matrix%20Algebra.ipynb)
+[Lecture 3 - Determinants](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%203%20-%20Determinant.ipynb)
+[Lecture 4 - LU Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%204%20-%20LU%20Factorization.ipynb)
+[Lecture 5 - Vector Operations](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%205%20-%20Vector%20Addition%2C%20Subtraction%20and%20Scalar%20Multiplication.ipynb)
+[Lecture 6 - Linear Combination](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%206%20-%20Linear%20Combination.ipynb)
+[Lecture 7 - Linear Independence](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%207%20-%20Linear%20Independence.ipynb)
+[Lecture 8 - Vector Space and Subspace](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%208%20-%20Vector%20Space%20and%20Subspace.ipynb)
+[Lecture 9 - Basis and Dimension](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%209%20-%20Basis%20and%20Dimension.ipynb)
+[Lecture 10 - Column, Row and Null Space](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2010%20-Null%20Space%20vs%20Col%20Space%2C%20Row%20Space%20and%20Rank.ipynb?flush_cache=true)
+[Lecture 11 - Linear Transformation](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2011%20-%20Linear%20Transformation.ipynb?flush_cache=true)
+[Lecture 12 - Eigenvalues and Eigenvectors](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2012%20-%20Eigenvalues%20and%20Eigenvectors.ipynb)
+[Lecture 13 - Diagonalization](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2013%20-%20Diagonalization.ipynb)
+[Lecture 14 - Application to Dynamic System](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2014%20-%20Applications%20to%20Dynamic%20System.ipynb)
+[Lecture 15 - Inner Product and Orthogonality](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2015%20-%20Innear%20Product%20and%20Orthogonality.ipynb)
+[Lecture 16 - Gram-Schmidt Process and Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2016%20-%20Gram-Schmidt%20Process%20and%20QR%20Decomposition.ipynb)
+[Lecture 17 - Symmetric Matrices and Quadratic Form](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2017%20-%20Symmetric%20Matrices%20%2C%20Quadratic%20Form%20and%20Cholesky%20Decomposition.ipynb)
+[Lecture 18 - Singular Value Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2018%20-%20The%20Singular%20Value%20Decomposition.ipynb)
+[Lecture 19 - Multivariate Normal Distribution](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2019%20-%20Multivariate%20Normal%20Distribution.ipynb)
## Screen Shots Examples ![截图01](https://user-images.githubusercontent.com/59842360/122352881-6b043e80-cf47-11eb-9ca4-8f52c93c0efa.jpg) From cbb135ae7a70ad91a23c1dc8e199f825ce1e0881 Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Mon, 5 Aug 2024 22:04:48 +0200 Subject: [PATCH 11/64] change link name --- scripts/update_readme.py | 21 ++++++++++++++++++--- 1 file changed, 18 insertions(+), 3 deletions(-) diff --git a/scripts/update_readme.py b/scripts/update_readme.py index 200bee4..c5c9d59 100644 --- a/scripts/update_readme.py +++ b/scripts/update_readme.py @@ -1,6 +1,10 @@ +import os import re from datetime import datetime +# Directory where notebooks are stored +notebooks_dir = 'notebooks' + # Read the README.md file with open('README.md', 'r') as file: content = file.read() @@ -10,10 +14,21 @@ content = re.sub(r"Updated on .*", updated_date, content) # Define the new base URL for nbviewer links -new_base_url = "https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter" +new_base_url = "https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks" + +# Function to generate new lecture link +def generate_chapter_link(filename): + chapter_name = filename.replace('.ipynb', '') + return f"[{chapter_name}]({new_base_url}/{filename})" + +# Get list of notebook files +notebook_files = [f for f in os.listdir(notebooks_dir) if f.endswith('.ipynb')] + +# Create a new content section for the lectures +lectures_section = "\n".join([generate_chapter_link(file) + "
" for file in sorted(notebook_files)]) -# Update nbviewer links -content = re.sub(r"https://nbviewer.jupyter.org/github/[^/]+/[^/]+/blob/[^/]+/Chapter[^\s]+", lambda match: re.sub(r"https://nbviewer.jupyter.org/github/[^/]+/[^/]+/blob/[^/]+/Chapter", new_base_url, match.group(0)), content) +# Update the lectures section in the README content +content = re.sub(r'## Contents(.|\n)*?(?=##)', f'## Contents\n\n{lectures_section}\n\n', content, flags=re.DOTALL) # Write the updated content back to the README.md file with open('README.md', 'w') as file: From 6e8337ec00f47e53ca0f0276671d2e8bdcd54f59 Mon Sep 17 00:00:00 2001 From: github-actions Date: Mon, 5 Aug 2024 20:05:15 +0000 Subject: [PATCH 12/64] Update README date and links --- README.md | 42 +++++++++++++++++++++--------------------- 1 file changed, 21 insertions(+), 21 deletions(-) diff --git a/README.md b/README.md index 5cef105..7c87ead 100644 --- a/README.md +++ b/README.md @@ -42,28 +42,28 @@ I use poetry to management environment, if you happen to use VS code like me, pl ## What to Expect from Notes These notes will equip you with most needed and basic knowledge for other subjects, such as Data Science, Econometrics, Mathematical Statistics, Financial Engineering, Control Theory and etc., which heavily rely on linear algebra. Please go through the tutorial patiently, you will certainly have a better grasp of the fundamental concepts of linear algebera. Then further step is to study the special matrices and their application with your domain knowledge. -## Contents -It is advisable to either open the notebooks in Jupyter nbviewers (links below) or download them, since github has lots of rendering mistakes in LaTeX and sometimes even missing plots. +## Contents -[Lecture 1 - System of Linear Equations](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%201%20-%20Linear%20Equation%20System.ipynb)
-[Lecture 2 - Basic Matrix Algebra](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%202%20-%20Basic%20Matrix%20Algebra.ipynb)
-[Lecture 3 - Determinants](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%203%20-%20Determinant.ipynb)
-[Lecture 4 - LU Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%204%20-%20LU%20Factorization.ipynb)
-[Lecture 5 - Vector Operations](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%205%20-%20Vector%20Addition%2C%20Subtraction%20and%20Scalar%20Multiplication.ipynb)
-[Lecture 6 - Linear Combination](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%206%20-%20Linear%20Combination.ipynb)
-[Lecture 7 - Linear Independence](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%207%20-%20Linear%20Independence.ipynb)
-[Lecture 8 - Vector Space and Subspace](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%208%20-%20Vector%20Space%20and%20Subspace.ipynb)
-[Lecture 9 - Basis and Dimension](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%209%20-%20Basis%20and%20Dimension.ipynb)
-[Lecture 10 - Column, Row and Null Space](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2010%20-Null%20Space%20vs%20Col%20Space%2C%20Row%20Space%20and%20Rank.ipynb?flush_cache=true)
-[Lecture 11 - Linear Transformation](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2011%20-%20Linear%20Transformation.ipynb?flush_cache=true)
-[Lecture 12 - Eigenvalues and Eigenvectors](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2012%20-%20Eigenvalues%20and%20Eigenvectors.ipynb)
-[Lecture 13 - Diagonalization](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2013%20-%20Diagonalization.ipynb)
-[Lecture 14 - Application to Dynamic System](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2014%20-%20Applications%20to%20Dynamic%20System.ipynb)
-[Lecture 15 - Inner Product and Orthogonality](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2015%20-%20Innear%20Product%20and%20Orthogonality.ipynb)
-[Lecture 16 - Gram-Schmidt Process and Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2016%20-%20Gram-Schmidt%20Process%20and%20QR%20Decomposition.ipynb)
-[Lecture 17 - Symmetric Matrices and Quadratic Form](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2017%20-%20Symmetric%20Matrices%20%2C%20Quadratic%20Form%20and%20Cholesky%20Decomposition.ipynb)
-[Lecture 18 - Singular Value Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2018%20-%20The%20Singular%20Value%20Decomposition.ipynb)
-[Lecture 19 - Multivariate Normal Distribution](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2019%20-%20Multivariate%20Normal%20Distribution.ipynb)
+[Chapter 1 - Linear Equation System](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 1 - Linear Equation System.ipynb)
+[Chapter 10 -Null Space vs Col Space, Row Space and Rank](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 10 -Null Space vs Col Space, Row Space and Rank.ipynb)
+[Chapter 11 - Linear Transformation](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 11 - Linear Transformation.ipynb)
+[Chapter 12 - Eigenvalues and Eigenvectors](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 12 - Eigenvalues and Eigenvectors.ipynb)
+[Chapter 13a - Diagonalization](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 13a - Diagonalization.ipynb)
+[Chapter 13b - Principal Component Analysis](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 13b - Principal Component Analysis.ipynb)
+[Chapter 14 - Applications to Dynamic System](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 14 - Applications to Dynamic System.ipynb)
+[Chapter 15 - Innear Product and Orthogonality](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 15 - Innear Product and Orthogonality.ipynb)
+[Chapter 16 - Gram-Schmidt Process and QR Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 16 - Gram-Schmidt Process and QR Decomposition.ipynb)
+[Chapter 17 - Symmetric Matrices , Quadratic Form and Cholesky Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 17 - Symmetric Matrices , Quadratic Form and Cholesky Decomposition.ipynb)
+[Chapter 18 - The Singular Value Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 18 - The Singular Value Decomposition.ipynb)
+[Chapter 19 - Multivariate Normal Distribution](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb)
+[Chapter 2 - Basic Matrix Algebra](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 2 - Basic Matrix Algebra.ipynb)
+[Chapter 3 - Determinant](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 3 - Determinant.ipynb)
+[Chapter 4 - LU Factorization](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 4 - LU Factorization.ipynb)
+[Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication.ipynb)
+[Chapter 6 - Linear Combination](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 6 - Linear Combination.ipynb)
+[Chapter 7 - Linear Independence](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 7 - Linear Independence.ipynb)
+[Chapter 8 - Vector Space and Subspace](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 8 - Vector Space and Subspace.ipynb)
+[Chapter 9 - Basis and Dimension](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 9 - Basis and Dimension.ipynb)
## Screen Shots Examples ![截图01](https://user-images.githubusercontent.com/59842360/122352881-6b043e80-cf47-11eb-9ca4-8f52c93c0efa.jpg) From 66c10aafe5a399edff050d097416c138d3aa7849 Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Mon, 5 Aug 2024 22:10:57 +0200 Subject: [PATCH 13/64] fix --- scripts/update_readme.py | 17 +++++++++++------ 1 file changed, 11 insertions(+), 6 deletions(-) diff --git a/scripts/update_readme.py b/scripts/update_readme.py index c5c9d59..9943584 100644 --- a/scripts/update_readme.py +++ b/scripts/update_readme.py @@ -1,6 +1,7 @@ import os import re from datetime import datetime +from urllib.parse import quote # Directory where notebooks are stored notebooks_dir = 'notebooks' @@ -17,15 +18,19 @@ new_base_url = "https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks" # Function to generate new lecture link -def generate_chapter_link(filename): - chapter_name = filename.replace('.ipynb', '') - return f"[{chapter_name}]({new_base_url}/{filename})" +def generate_lecture_link(filename): + lecture_name = filename.replace('.ipynb', '') + encoded_filename = quote(filename) + return f"[{lecture_name}]({new_base_url}/{encoded_filename})" -# Get list of notebook files -notebook_files = [f for f in os.listdir(notebooks_dir) if f.endswith('.ipynb')] +# Get list of notebook files and sort them numerically by chapter +notebook_files = sorted( + [f for f in os.listdir(notebooks_dir) if f.endswith('.ipynb')], + key=lambda x: int(re.search(r'\d+', x).group()) +) # Create a new content section for the lectures -lectures_section = "\n".join([generate_chapter_link(file) + "
" for file in sorted(notebook_files)]) +lectures_section = "\n".join([generate_lecture_link(file) + "
" for file in notebook_files]) # Update the lectures section in the README content content = re.sub(r'## Contents(.|\n)*?(?=##)', f'## Contents\n\n{lectures_section}\n\n', content, flags=re.DOTALL) From 898487b7f2098657e17fa51306c0442e473ff323 Mon Sep 17 00:00:00 2001 From: github-actions Date: Mon, 5 Aug 2024 20:11:19 +0000 Subject: [PATCH 14/64] Update README date and links --- README.md | 40 ++++++++++++++++++++-------------------- 1 file changed, 20 insertions(+), 20 deletions(-) diff --git a/README.md b/README.md index 7c87ead..b1f44e3 100644 --- a/README.md +++ b/README.md @@ -44,26 +44,26 @@ These notes will equip you with most needed and basic knowledge for other subjec ## Contents -[Chapter 1 - Linear Equation System](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 1 - Linear Equation System.ipynb)
-[Chapter 10 -Null Space vs Col Space, Row Space and Rank](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 10 -Null Space vs Col Space, Row Space and Rank.ipynb)
-[Chapter 11 - Linear Transformation](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 11 - Linear Transformation.ipynb)
-[Chapter 12 - Eigenvalues and Eigenvectors](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 12 - Eigenvalues and Eigenvectors.ipynb)
-[Chapter 13a - Diagonalization](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 13a - Diagonalization.ipynb)
-[Chapter 13b - Principal Component Analysis](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 13b - Principal Component Analysis.ipynb)
-[Chapter 14 - Applications to Dynamic System](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 14 - Applications to Dynamic System.ipynb)
-[Chapter 15 - Innear Product and Orthogonality](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 15 - Innear Product and Orthogonality.ipynb)
-[Chapter 16 - Gram-Schmidt Process and QR Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 16 - Gram-Schmidt Process and QR Decomposition.ipynb)
-[Chapter 17 - Symmetric Matrices , Quadratic Form and Cholesky Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 17 - Symmetric Matrices , Quadratic Form and Cholesky Decomposition.ipynb)
-[Chapter 18 - The Singular Value Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 18 - The Singular Value Decomposition.ipynb)
-[Chapter 19 - Multivariate Normal Distribution](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb)
-[Chapter 2 - Basic Matrix Algebra](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 2 - Basic Matrix Algebra.ipynb)
-[Chapter 3 - Determinant](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 3 - Determinant.ipynb)
-[Chapter 4 - LU Factorization](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 4 - LU Factorization.ipynb)
-[Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication.ipynb)
-[Chapter 6 - Linear Combination](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 6 - Linear Combination.ipynb)
-[Chapter 7 - Linear Independence](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 7 - Linear Independence.ipynb)
-[Chapter 8 - Vector Space and Subspace](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 8 - Vector Space and Subspace.ipynb)
-[Chapter 9 - Basis and Dimension](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter 9 - Basis and Dimension.ipynb)
+[Chapter 1 - Linear Equation System](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%201%20-%20Linear%20Equation%20System.ipynb)
+[Chapter 2 - Basic Matrix Algebra](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%202%20-%20Basic%20Matrix%20Algebra.ipynb)
+[Chapter 3 - Determinant](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%203%20-%20Determinant.ipynb)
+[Chapter 4 - LU Factorization](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%204%20-%20LU%20Factorization.ipynb)
+[Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%205%20-%20Vector%20Addition%2C%20Subtraction%20and%20Scalar%20Multiplication.ipynb)
+[Chapter 6 - Linear Combination](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%206%20-%20Linear%20Combination.ipynb)
+[Chapter 7 - Linear Independence](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%207%20-%20Linear%20Independence.ipynb)
+[Chapter 8 - Vector Space and Subspace](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%208%20-%20Vector%20Space%20and%20Subspace.ipynb)
+[Chapter 9 - Basis and Dimension](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%209%20-%20Basis%20and%20Dimension.ipynb)
+[Chapter 10 -Null Space vs Col Space, Row Space and Rank](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2010%20-Null%20Space%20vs%20Col%20Space%2C%20Row%20Space%20and%20Rank.ipynb)
+[Chapter 11 - Linear Transformation](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2011%20-%20Linear%20Transformation.ipynb)
+[Chapter 12 - Eigenvalues and Eigenvectors](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2012%20-%20Eigenvalues%20and%20Eigenvectors.ipynb)
+[Chapter 13b - Principal Component Analysis](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2013b%20-%20Principal%20Component%20Analysis.ipynb)
+[Chapter 13a - Diagonalization](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2013a%20-%20Diagonalization.ipynb)
+[Chapter 14 - Applications to Dynamic System](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2014%20-%20Applications%20to%20Dynamic%20System.ipynb)
+[Chapter 15 - Innear Product and Orthogonality](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2015%20-%20Innear%20Product%20and%20Orthogonality.ipynb)
+[Chapter 16 - Gram-Schmidt Process and QR Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2016%20-%20Gram-Schmidt%20Process%20and%20QR%20Decomposition.ipynb)
+[Chapter 17 - Symmetric Matrices , Quadratic Form and Cholesky Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2017%20-%20Symmetric%20Matrices%20%2C%20Quadratic%20Form%20and%20Cholesky%20Decomposition.ipynb)
+[Chapter 18 - The Singular Value Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2018%20-%20The%20Singular%20Value%20Decomposition.ipynb)
+[Chapter 19 - Multivariate Normal Distribution](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2019%20-%20Multivariate%20Normal%20Distribution.ipynb)
## Screen Shots Examples ![截图01](https://user-images.githubusercontent.com/59842360/122352881-6b043e80-cf47-11eb-9ca4-8f52c93c0efa.jpg) From b5a32c46bcf782c3d0092c6b66103e93ec2c3ded Mon Sep 17 00:00:00 2001 From: Weijie Chen Date: Mon, 5 Aug 2024 22:25:10 +0200 Subject: [PATCH 15/64] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b1f44e3..602b988 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ Updated on Aug 2024 ![Presentation1](https://user-images.githubusercontent.com/59842360/159695863-678be5bc-d146-4340-9592-003ad93241e1.jpg) -# Lectures of Linear Algebra [![MIT License](https://img.shields.io/apm/l/atomic-design-ui.svg?)]() +# Lectures of Linear Algebra These lecture notes are intended for introductory linear algebra courses, suitable for university students, programmers, data analysts, algorithmic traders and etc. From 531edbdcced91388cb90a4cdeb71ec71299c02b5 Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Wed, 7 Aug 2024 23:01:27 +0200 Subject: [PATCH 16/64] remove unused library --- notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb b/notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb index a1b2eba..1775b77 100644 --- a/notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb +++ b/notebooks/Chapter 19 - Multivariate Normal Distribution.ipynb @@ -19,7 +19,6 @@ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import scipy as sp\n", - "import scipy.stats\n", "from mpl_toolkits.mplot3d import Axes3D\n", "import sympy as sy\n", "sy.init_printing() \n", @@ -1258,7 +1257,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.4" + "version": "3.12.0" }, "toc": { "base_numbering": 1, From 000f03d27c4f12faf6727b0d493444ecd0084d24 Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Thu, 8 Aug 2024 20:47:16 +0200 Subject: [PATCH 17/64] resume --- doc/.quarto/cites/index.json | 1 + doc/.quarto/idx/index.qmd.json | 1 + doc/.quarto/xref/INDEX | 5 +++++ doc/.quarto/xref/a34f77ad | 1 + 4 files changed, 8 insertions(+) create mode 100644 doc/.quarto/cites/index.json create mode 100644 doc/.quarto/idx/index.qmd.json create mode 100644 doc/.quarto/xref/INDEX create mode 100644 doc/.quarto/xref/a34f77ad diff --git a/doc/.quarto/cites/index.json b/doc/.quarto/cites/index.json new file mode 100644 index 0000000..452666f --- /dev/null +++ b/doc/.quarto/cites/index.json @@ -0,0 +1 @@ +{"index.qmd":[]} diff --git a/doc/.quarto/idx/index.qmd.json b/doc/.quarto/idx/index.qmd.json new file mode 100644 index 0000000..06ff032 --- /dev/null +++ b/doc/.quarto/idx/index.qmd.json @@ -0,0 +1 @@ +{"title":"Lectures of Linear Algebra","markdown":{"headingText":"Lectures of Linear Algebra","containsRefs":false,"markdown":"Updated on Aug 2024\n![Presentation1](https://user-images.githubusercontent.com/59842360/159695863-678be5bc-d146-4340-9592-003ad93241e1.jpg)\n\nThese lecture notes are intended for introductory linear algebra courses, suitable for university students, programmers, data analysts, algorithmic traders and etc. \n\nThe lectures notes are loosely based on several textbooks:\n\n1. Linear Algebra and Its Applications by Gilbert Strang \n2. Linear Algebra and Its Applications by David Lay \n3. Introduction to Linear Algebra With Applications by DeFranza & Gagliardi\n4. Linear Algebra With Applications by Gareth Williams\n\n![cover-min](https://user-images.githubusercontent.com/59842360/83939172-64df6c00-a7e3-11ea-80b1-058af696d5a3.png)\n\nHowever, the crux of the course is not about proving theorems, but to demonstrate the practices and visualization of the concepts. Thus we will not engage in precise deduction or notation, rather we aim to clarify the elusive concepts and thanks to Python/MATLAB, the task is much easier now.\n\n## Prerequisites\nThough the lectures are for beginners, it is beneficial that attendants had certain amount of exposure to linear algebra and calculus.\n\nAnd also the attendee are expected to have basic knowledge (3 days training would be enough) of \n- [x] Python\n- [x] NumPy\n- [x] Matplotlib\n- [x] SymPy\n\nAll the codes are written in an intuitive manner rather than efficient or professional coding style, therefore the codes are exceedingly straightforward, I presume barely anyone would have difficulty in understanding the codes.\n\nThe notes were written in JupyterLab, the interative plot requires ```ipympl```. To install, type in ```conda install -c conda-forge ipympl``` if you have JupyterLab 3.x. Check ipymplpage for more details.\n\n## Environment Setup\nI use poetry to management environment, if you happen to use VS code like me, please follow the steps below:\n1. In Windows powershell and install poetry ``` (Invoke-WebRequest -Uri https://install.python-poetry.org -UseBasicParsing).Content | python -p```\n2. Navigate to ```cd $env:APPDATA\\Python\\Scripts```, check if poetry being installed.\n3. Open a notepad ```notepad $profile``` and set alias for poetry ```Set-Alias poetry \"C:\\Users\\user\\AppData\\Roaming\\Python\\Scripts\\poetry.exe\"``` in notepad, I prefered this way, because sometimes setting env path not working in windows.\n4. Reload profile by ```. $profile```.\n5. If you are on your personal computer ```Set-ExecutionPolicy RemoteSigned -Scope CurrentUser``` to unstrict your execution policy and choose Y.\n6. Resume the default restricted policy for security ```Set-ExecutionPolicy Restricted -Scope CurrentUser```.\n7. Now check ```poetry --version```, if you see the version printed, good to go.\n8. You choose to use ```poetry update```, or just manage version at your own convenience.\n\n## What to Expect from Notes\nThese notes will equip you with most needed and basic knowledge for other subjects, such as Data Science, Econometrics, Mathematical Statistics, Financial Engineering, Control Theory and etc., which heavily rely on linear algebra. Please go through the tutorial patiently, you will certainly have a better grasp of the fundamental concepts of linear algebera. Then further step is to study the special matrices and their application with your domain knowledge. \n\n## Contents\n\n[Chapter 1 - Linear Equation System](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%201%20-%20Linear%20Equation%20System.ipynb)
\n[Chapter 2 - Basic Matrix Algebra](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%202%20-%20Basic%20Matrix%20Algebra.ipynb)
\n[Chapter 3 - Determinant](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%203%20-%20Determinant.ipynb)
\n[Chapter 4 - LU Factorization](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%204%20-%20LU%20Factorization.ipynb)
\n[Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%205%20-%20Vector%20Addition%2C%20Subtraction%20and%20Scalar%20Multiplication.ipynb)
\n[Chapter 6 - Linear Combination](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%206%20-%20Linear%20Combination.ipynb)
\n[Chapter 7 - Linear Independence](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%207%20-%20Linear%20Independence.ipynb)
\n[Chapter 8 - Vector Space and Subspace](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%208%20-%20Vector%20Space%20and%20Subspace.ipynb)
\n[Chapter 9 - Basis and Dimension](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%209%20-%20Basis%20and%20Dimension.ipynb)
\n[Chapter 10 -Null Space vs Col Space, Row Space and Rank](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2010%20-Null%20Space%20vs%20Col%20Space%2C%20Row%20Space%20and%20Rank.ipynb)
\n[Chapter 11 - Linear Transformation](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2011%20-%20Linear%20Transformation.ipynb)
\n[Chapter 12 - Eigenvalues and Eigenvectors](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2012%20-%20Eigenvalues%20and%20Eigenvectors.ipynb)
\n[Chapter 13b - Principal Component Analysis](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2013b%20-%20Principal%20Component%20Analysis.ipynb)
\n[Chapter 13a - Diagonalization](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2013a%20-%20Diagonalization.ipynb)
\n[Chapter 14 - Applications to Dynamic System](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2014%20-%20Applications%20to%20Dynamic%20System.ipynb)
\n[Chapter 15 - Innear Product and Orthogonality](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2015%20-%20Innear%20Product%20and%20Orthogonality.ipynb)
\n[Chapter 16 - Gram-Schmidt Process and QR Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2016%20-%20Gram-Schmidt%20Process%20and%20QR%20Decomposition.ipynb)
\n[Chapter 17 - Symmetric Matrices , Quadratic Form and Cholesky Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2017%20-%20Symmetric%20Matrices%20%2C%20Quadratic%20Form%20and%20Cholesky%20Decomposition.ipynb)
\n[Chapter 18 - The Singular Value Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2018%20-%20The%20Singular%20Value%20Decomposition.ipynb)
\n[Chapter 19 - Multivariate Normal Distribution](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2019%20-%20Multivariate%20Normal%20Distribution.ipynb)
\n\n## Screen Shots Examples\n![截图01](https://user-images.githubusercontent.com/59842360/122352881-6b043e80-cf47-11eb-9ca4-8f52c93c0efa.jpg)\n![截图03](https://user-images.githubusercontent.com/59842360/122352926-78212d80-cf47-11eb-9bb4-c33e03b7f085.jpg)\n![截图00](https://user-images.githubusercontent.com/59842360/122352940-7b1c1e00-cf47-11eb-9f80-e26454d4baaf.jpg)\n![截图00](https://user-images.githubusercontent.com/59842360/126001287-9f8de290-3940-4000-b5db-7b12d8b70005.jpg)\n![截图01](https://user-images.githubusercontent.com/59842360/126001290-d342db9f-76eb-41ce-98b2-208075bd4640.jpg)\n![截图02](https://user-images.githubusercontent.com/59842360/126001291-5cee0e1b-d02b-4912-9d27-65eaaff13178.jpg)\n![截图03](https://user-images.githubusercontent.com/59842360/126001463-0b262316-0032-482e-bb0f-1ccbbd3a2835.jpg)\n","srcMarkdownNoYaml":""},"formats":{"html":{"identifier":{"display-name":"HTML","target-format":"html","base-format":"html"},"execute":{"fig-width":7,"fig-height":5,"fig-format":"retina","fig-dpi":96,"df-print":"default","error":false,"eval":true,"cache":null,"freeze":false,"echo":true,"output":true,"warning":true,"include":true,"keep-md":false,"keep-ipynb":false,"ipynb":null,"enabled":null,"daemon":null,"daemon-restart":false,"debug":false,"ipynb-filters":[],"ipynb-shell-interactivity":null,"plotly-connected":true,"engine":"markdown"},"render":{"keep-tex":false,"keep-typ":false,"keep-source":false,"keep-hidden":false,"prefer-html":false,"output-divs":true,"output-ext":"html","fig-align":"default","fig-pos":null,"fig-env":null,"code-fold":"none","code-overflow":"scroll","code-link":false,"code-line-numbers":false,"code-tools":false,"tbl-colwidths":"auto","merge-includes":true,"inline-includes":false,"preserve-yaml":false,"latex-auto-mk":true,"latex-auto-install":true,"latex-clean":true,"latex-min-runs":1,"latex-max-runs":10,"latex-makeindex":"makeindex","latex-makeindex-opts":[],"latex-tlmgr-opts":[],"latex-input-paths":[],"latex-output-dir":null,"link-external-icon":false,"link-external-newwindow":false,"self-contained-math":false,"format-resources":[],"notebook-links":true},"pandoc":{"standalone":true,"wrap":"none","default-image-extension":"png","to":"html","output-file":"index.html"},"language":{"toc-title-document":"Table 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navigation","crossref-fig-title":"Figure","crossref-tbl-title":"Table","crossref-lst-title":"Listing","crossref-thm-title":"Theorem","crossref-lem-title":"Lemma","crossref-cor-title":"Corollary","crossref-prp-title":"Proposition","crossref-cnj-title":"Conjecture","crossref-def-title":"Definition","crossref-exm-title":"Example","crossref-exr-title":"Exercise","crossref-ch-prefix":"Chapter","crossref-apx-prefix":"Appendix","crossref-sec-prefix":"Section","crossref-eq-prefix":"Equation","crossref-lof-title":"List of Figures","crossref-lot-title":"List of Tables","crossref-lol-title":"List of Listings","environment-proof-title":"Proof","environment-remark-title":"Remark","environment-solution-title":"Solution","listing-page-order-by":"Order By","listing-page-order-by-default":"Default","listing-page-order-by-date-asc":"Oldest","listing-page-order-by-date-desc":"Newest","listing-page-order-by-number-desc":"High to Low","listing-page-order-by-number-asc":"Low to High","listing-page-field-date":"Date","listing-page-field-title":"Title","listing-page-field-description":"Description","listing-page-field-author":"Author","listing-page-field-filename":"File Name","listing-page-field-filemodified":"Modified","listing-page-field-subtitle":"Subtitle","listing-page-field-readingtime":"Reading Time","listing-page-field-wordcount":"Word Count","listing-page-field-categories":"Categories","listing-page-minutes-compact":"{0} min","listing-page-category-all":"All","listing-page-no-matches":"No matching items","listing-page-words":"{0} words"},"metadata":{"lang":"en","fig-responsive":true,"quarto-version":"1.4.555","theme":{"light":"flatly","dark":"darkly"}},"extensions":{"book":{"multiFile":true}}}},"projectFormats":["html"]} \ No newline at end of file diff --git a/doc/.quarto/xref/INDEX b/doc/.quarto/xref/INDEX new file mode 100644 index 0000000..31b0fdf --- /dev/null +++ b/doc/.quarto/xref/INDEX @@ -0,0 +1,5 @@ +{ + "index.qmd": { + "index.html": "a34f77ad" + } +} \ No newline at end of file diff --git a/doc/.quarto/xref/a34f77ad b/doc/.quarto/xref/a34f77ad new file mode 100644 index 0000000..cd9aada --- /dev/null +++ b/doc/.quarto/xref/a34f77ad @@ -0,0 +1 @@ +{"entries":[],"headings":["prerequisites","environment-setup","what-to-expect-from-notes","contents","screen-shots-examples"],"options":{"chapters":true}} \ No newline at end of file From 46d5b705374b3106a6d11d18bb8b1e3db2cb78bf Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Thu, 8 Aug 2024 21:32:43 +0200 Subject: [PATCH 18/64] index --- index.html | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) create mode 100644 index.html diff --git a/index.html b/index.html new file mode 100644 index 0000000..e47d0a8 --- /dev/null +++ b/index.html @@ -0,0 +1,21 @@ + + + + + + + Linear Algebra with Python + + + + + + Check this out! + + \ No newline at end of file From 89de0009bf63561e83f027f7a30818b56558801f Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Thu, 8 Aug 2024 21:34:31 +0200 Subject: [PATCH 19/64] index again --- index.html | 1 + 1 file changed, 1 insertion(+) diff --git a/index.html b/index.html index e47d0a8..9d5fabb 100644 --- a/index.html +++ b/index.html @@ -17,5 +17,6 @@ Check this out! + This is under construction. \ No newline at end of file From 1b0578ed83ed754294909cbdb3049cd896007bbf Mon Sep 17 00:00:00 2001 From: Weijie Chen Date: Thu, 8 Aug 2024 21:35:09 +0200 Subject: [PATCH 20/64] Update LICENSE --- LICENSE | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/LICENSE b/LICENSE index f27e742..e61c4c0 100644 --- a/LICENSE +++ b/LICENSE @@ -1,6 +1,6 @@ MIT License -Copyright (c) 2020 WeijieChen-MacroAnalyst +Copyright (c) 2020 weijie-chen Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal From 251b76444a35002e082859ea38faaa4d93aa42af Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Fri, 9 Aug 2024 09:32:14 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max-width: 100%; + border-top: var(--border-width-thick) solid var(--table-border-color); + border-bottom: var(--border-width-thick) solid var(--table-border-color); + overflow-x: auto; + counter-increment: caption +} + +table:not(.borders-custom) tr>th[scope=col] { + border-bottom: var(--border-width-thin) solid var(--table-border-color) +} + +table:not(.borders-custom) tr>th[scope=row] { + border-right: var(--border-width-thin) solid var(--table-border-color) +} + +table:not(.borders-custom)>tbody>tr:first-child>td,table:not(.borders-custom)>tbody>tr:first-child>th { + border-top: var(--border-width-thin) solid var(--table-border-color) +} + +table:not(.borders-custom)>tbody>tr:last-child>td,table:not(.borders-custom)>tbody>tr:last-child>th { + border-bottom: var(--border-width-thin) solid var(--table-border-color) +} + +td,th { + text-align: left; + padding: .5rem; + line-height: 1.1 +} + +caption { + text-align: left; + font-size: .923em; + padding: 0 .25em .25em; + width: 100%; + margin-left: 0 +} + +caption::before { + content: "Table " counter(caption) ". "; + font-weight: 700 +} + +.scroll-wrapper { + overflow-y: hidden; + overflow-x: auto +} + +.scroll-wrapper>table td { + white-space: nowrap +} + +table.borders-custom { + border-collapse: collapse; + border-spacing: 0; + width: auto; + max-width: 100%; + overflow-x: auto; + counter-increment: caption +} + +.border-top-thick { + border-top: var(--border-width-thick) solid var(--table-border-color) +} + +.border-right-thick { + border-right: var(--border-width-thick) solid var(--table-border-color) +} + +.border-bottom-thick { + border-bottom: var(--border-width-thick) solid var(--table-border-color) +} + +.border-left-thick { + border-left: var(--border-width-thick) solid var(--table-border-color) +} + +.border-top-thin { + border-top: var(--border-width-thin) solid var(--table-border-color) +} + +.border-right-thin { + border-right: var(--border-width-thin) solid var(--table-border-color) +} + +.border-bottom-thin { + border-bottom: var(--border-width-thin) solid var(--table-border-color) +} + +.border-left-thin { + border-left: var(--border-width-thin) solid var(--table-border-color) +} + +.col-1-l tr>:nth-child(1),.col-10-l tr>:nth-child(10),.col-11-l tr>:nth-child(11),.col-12-l tr>:nth-child(12),.col-2-l tr>:nth-child(2),.col-3-l tr>:nth-child(3),.col-4-l tr>:nth-child(4),.col-5-l tr>:nth-child(5),.col-6-l tr>:nth-child(6),.col-7-l tr>:nth-child(7),.col-8-l tr>:nth-child(8),.col-9-l tr>:nth-child(9) { + text-align: left +} + +.col-1-c tr>:nth-child(1),.col-10-c tr>:nth-child(10),.col-11-c tr>:nth-child(11),.col-12-c tr>:nth-child(12),.col-2-c tr>:nth-child(2),.col-3-c tr>:nth-child(3),.col-4-c tr>:nth-child(4),.col-5-c tr>:nth-child(5),.col-6-c tr>:nth-child(6),.col-7-c tr>:nth-child(7),.col-8-c tr>:nth-child(8),.col-9-c tr>:nth-child(9) { + text-align: center +} + +.col-1-r tr>:nth-child(1),.col-10-r tr>:nth-child(10),.col-11-r tr>:nth-child(11),.col-12-r tr>:nth-child(12),.col-2-r tr>:nth-child(2),.col-3-r tr>:nth-child(3),.col-4-r tr>:nth-child(4),.col-5-r tr>:nth-child(5),.col-6-r tr>:nth-child(6),.col-7-r tr>:nth-child(7),.col-8-r tr>:nth-child(8),.col-9-r tr>:nth-child(9) { + text-align: right +} + +h1:first-child { + text-align: center +} + +nav ol { + padding-left: 2rem +} + +nav li { + display: block +} + +nav li:before { + font-weight: 700; + content: "•"; + padding-right: .35rem +} + +dl dd { + text-align: center +} + +.theorem { + counter-increment: theorem; + display: block; + margin: 12px 0; + font-style: italic; + box-shadow: 0 2px 5px 0 rgba(0,0,0,.16),0 2px 10px 0 rgba(0,0,0,.12); + content: ""; + display: table; + clear: both; + padding: 8px 16px 8px 16px; + border-left: 5px solid #16b190!important; + display: block; + overflow-x: auto; + overflow-y: hidden; + text-align: justify +} + +.theorem::before { + content: "Theorem " counter(theorem) ". "; + font-weight: 700; + font-style: normal +} + +.lemma { + counter-increment: theorem; + display: block; + margin: 12px 0; + font-style: italic; + padding: 8px 16px 8px 16px; + border-left: 5px solid #16b190!important; + display: block; + overflow-x: auto +} + +.lemma::before { + content: "Lemma " counter(theorem) ". "; + font-weight: 700; + font-style: normal +} + +.corollary { + counter-increment: theorem; + display: block; + margin: 12px 0; + font-style: italic; + padding: 8px 16px 8px 16px; + border-left: 5px solid #16b190!important; + display: block; + overflow-x: auto +} + +.corollary::before { + content: "Corollary " counter(theorem) ". "; + font-weight: 700; + font-style: normal +} + +.proof { + display: block; + margin: 12px 0; + font-style: normal; + position: relative; + text-align: justify +} + +.proof::before { + content: "Proof. " attr(title); + font-style: italic +} + +.proof:after { + content: "◾️"; + filter: var(--proof-symbol-filter); + position: absolute; + right: -12px; + bottom: -2px +} + +.definition { + counter-increment: definition; + display: block; + margin: 12px 0; + font-style: normal; + box-shadow: 0 2px 5px 0 rgba(0,0,0,.16),0 2px 10px 0 rgba(0,0,0,.12); + content: ""; + display: table; + clear: both; + padding: 8px 16px 8px 16px; + border-left: 5px solid #3b87f9!important; + display: block; + overflow-x: auto +} + +.definition::before { + content: "Definition " counter(definition) ". "; + font-weight: 700; + font-style: normal +} + +.example { + counter-increment: example; + display: block; + margin: 25px 0; + font-style: normal; + padding: 8px 16px 8px 16px; + border-left: 5px solid #6106d7!important; + margin-left: 10px; + display: block +} + +.example::before { + content: "Example " counter(example) ". "; + font-weight: 700; + font-style: normal +} + +.practice { + padding: 0 20px 8px 20px!important +} + +figure { + counter-increment: figure-counter; + margin-top: 10px; + display: flex; + flex-direction: column; + align-items: center +} + +figcaption { + text-align: center; + font-style: italic +} + +figcaption:before { + content: "Figure " counter(figure-counter) ": "; + font-style: normal; + font-weight: 700; + margin-bottom: 5px +} + +.author { + margin: .85rem 0; + font-variant-caps: small-caps; + text-align: center +} + +summary { + background-color: var(--summary) +} + +summary:hover { + cursor: pointer; + color: #7993c4 +} + +#donate-footer { + text-decoration: underline; + color: var(--link-visited) +} + +#donate-footer:hover { + cursor: pointer; + color: var(--link-focus-outline) +} + +.sidenote { + font-size: .8rem; + float: right; + clear: right; + width: 15vw; + margin-right: -17vw; + margin-bottom: 1em; + text-indent: 0; + line-height: 1.2em; + text-align: justify +} + +.sidenote.left { + float: left; + margin-left: -20vw; + margin-bottom: 1em; + text-indent: 0 +} + +.sidenote:target { + border: var(--sidenote-target-border-color) 1.5px solid; + padding: 0 .5rem; + scroll-margin-block-start: 10rem +} + +.sidenote-number { + counter-increment: sidenote-counter +} + +.sidenote-number::after,.sidenote::before { + position: relative; + vertical-align: baseline +} + +.sidenote-number::after { + content: counter(sidenote-counter); + font-size: .7rem; + top: -.5rem; + left: .1rem +} + +.sidenote-number~.sidenote::before { + content: counter(sidenote-counter) " "; + font-size: .7rem; + top: -.5rem +} + +label.sidenote-toggle:not(.sidenote-number) { + display: none +} + +blockquote .sidenote { + margin-right: -24vw; + width: 18vw +} + +blockquote { + font-size: .9em +} + +label.sidenote-toggle { + display: inline; + cursor: pointer +} + +input.sidenote-toggle { + display: none +} + +@media (max-width: 1220px) { + label.sidenote-toggle:not(.sidenote-number) { + display:inline + } + + .sidenote { + display: none + } + + .sidenote-toggle:checked+.sidenote { + display: block; + margin: .5rem 1.25rem 1rem .5rem; + float: left; + left: 1rem; + clear: both; + width: 95% + } + + blockquote .sidenote { + margin-right: -25vw; + width: 16vw + } +} + +.footnotes p { + text-align: left; + line-height: 1.5; + font-size: 85%; + margin-bottom: .4rem +} + +.footnotes { + border-top: 1px solid var(--footnotes-border-color) +} + +.abstract,.abstract p { + text-align: center; + margin-top: 0 +} + +.abstract { + margin: 2.25rem 0 +} + +.abstract>h2 { + font-size: 1rem; + margin-bottom: -.2rem +} + +.latex span:nth-child(1) { + text-transform: uppercase; + font-size: .75em; + vertical-align: .28em; + margin-left: -.48em; + margin-right: -.15em; + line-height: 1ex +} + +.latex span:nth-child(2) { + text-transform: uppercase; + vertical-align: -.5ex; + margin-left: -.1667em; + margin-right: -.125em; + line-height: 1ex +} + +h1 { + font-size: 2.5rem; + line-height: 3.25rem; + margin-bottom: 1.625rem; + text-align: center +} + +h2 { + font-size: 1.7rem; + line-height: 2rem; + margin-top: 3rem +} + +h3 { + font-size: 1.4rem; + margin-top: 2.5rem +} + +h4 { + font-size: 1.2rem; + margin-top: 2rem +} + +h5 { + font-size: 1rem; + margin-top: 1.8rem +} + +h6 { + font-size: 1rem; + font-style: italic; + font-weight: 400; + margin-top: 2.5rem +} + +h3,h4,h5,h6 { + line-height: 1.625rem +} + +h1+h2 { + margin-top: 1.625rem +} + +h2+h3,h3+h4,h4+h5 { + margin-top: .8rem +} + +h5+h6 { + margin-top: -.8rem +} + +h2,h3,h4,h5,h6 { + margin-bottom: .8rem +} + +iframe { + background-color: var(--body-bg-color); + max-width: 100%; + max-height: 100%; + z-index: 1; + border: 0 +} + +.display-container,.tooltip { + position: relative; + cursor: pointer; + color: var(--tooltip) +} + +.tooltip .box-text { + display: none +} + +.tooltip:hover .box-text { + display: inline-block +} + +.tooltip:hover { + color: rgba(4,112,162,.976) +} + +#mytooltip { + position: fixed; + bottom: 22px; + text-align: left; + padding: .9em; + background-color: #ddd; + color: #000; + font-size: medium; + width: 100%; + min-width: 20em; + z-index: 100; + left: 0; + right: 0; + margin-left: auto; + margin-right: auto; + max-width: calc(100% - 40px); + border-radius: 8px +} + +.callout { + background-color: var(--callout); + border: 1px solid #c8c8c8; + padding: 1em; + margin-bottom: 1.3em; + text-align: left; + visibility: visible!important +} + +.nextPage { + text-align: center; + text-decoration: none!important; + color: var(--body-color)!important; + background-color: var(--nextPage); + border: 1px solid #c8c8c8; + padding: 1em; + margin: 1.6em 0 1.3em 0; + text-align: center; + font-size: 1em; + font-weight: 700; + margin-bottom: 2em +} + +.nextPage:hover { + background-color: #e6e6e6!important; + color: #000!important; + cursor: pointer +} + +.head-1 { + counter-increment: section-1; + font-weight: 700; + font-size: 2rem +} + +.head-1::before { + content: counter(section-1) ". " +} + +.head-1.head-1-level2 { + counter-increment: subsection-1; + font-size: 1.6rem +} + +.head-1.head-1-level2::before { + content: counter(section-1) "." counter(subsection-1) ". " +} + +.head-1.head-1-level3 { + counter-increment: subsubsection-1; + font-size: 1.3rem +} + +.head-1.head-1-level3::before { + content: counter(section-1) "." counter(subsection-1) "." counter(subsubsection-1) ". " +} + +.head-2 { + counter-increment: section-2 2; + font-weight: 700; + font-size: 2rem +} + +.head-2::before { + content: counter(section-2) ". " +} + +.head-2.head-2-level2 { + counter-increment: subsection-2; + font-size: 1.6rem +} + +.head-2.head-2-level2::before { + content: counter(section-2) "." counter(subsection-2) ". " +} + +.head-2.head-2-level3 { + counter-increment: subsubsection-2; + font-size: 1.3rem +} + +.head-2.head-2-level3::before { + content: counter(section-2) "." counter(subsection-2) "." counter(subsubsection-2) ". " +} + +.head-3 { + counter-increment: section-3 3; + font-weight: 700; + font-size: 2rem +} + +.head-3::before { + content: counter(section-3) ". " +} + +.head-3.head-3-level2 { + counter-increment: subsection-3; + font-size: 1.6rem +} + +.head-3.head-3-level2::before { + content: counter(section-3) "." counter(subsection-3) ". " +} + +.head-3.head-3-level3 { + counter-increment: subsubsection-3; + font-size: 1.3rem +} + +.head-3.head-3-level3::before { + content: counter(section-3) "." counter(subsection-3) "." counter(subsubsection-3) ". " +} + +.toc-chapter { + font-size: .75em; + line-height: 1.7em; + position: fixed; + top: 0; + right: 0; + background-color: var(--toc-chapter); + border-left: 1px solid #ddd; + border-bottom: 0 solid #ddd; + padding: 10px 10px 5px 10px; + max-height: calc(100vh - 40px); + overflow-y: auto; + width: calc(50vw - 430px); + z-index: 101 +} + +.toc-chapter p { + margin-top: 0; + margin-bottom: -10px +} + +.toc-chapter ul { + list-style-type: none; + padding: 0 +} + +.toc-chapter li { + display: block; + margin-left: 0 +} + +.toc-chapter a { + color: var(--toc-list); + text-decoration: none; + outline: 0 +} + +.active { + font-weight: 400 +} + +.highlight { + text-decoration: none; + background: var(--toc-background); + padding: 2px 2px +} + +@media (max-width: 1200px) { + .toc-chapter { + display:none!important + } +} + +.language-link { + font-size: .9em; + text-align: center +} + +.language-link a { + color: var(--language-link); + font-weight: 700; + text-decoration: none!important +} + +.language-link a:hover { + color: var(--link-hover) +} + +/*! + * A few extra features for LaTeX.css + * by Juan Carlos Ponce Campuzano 7/Feb/2024 + * Updated: 22/Feb/2024 + * License: CC BY-NC-SA 4.0 DEED + * Attribution-NonCommercial-ShareAlike 4.0 International + * https://creativecommons.org/licenses/by-nc-sa/4.0/?ref=chooser-v1 +*/ +.fixed-bar { + position: fixed; + top: 0; + left: 50%; + transform: translateX(-50%); + width: 100%; + max-width: 87ch; + height: 50px; + background-color: hsla(210,20%,98%,.9); + color: #000; + display: flex; + justify-content: space-between; + align-items: center; + padding: 10px; + box-sizing: border-box; + z-index: 100 +} + +.fixed-bar a { + outline: 0 +} + +.link-container { + display: flex; + align-items: center +} + +.link { + text-decoration: none; + color: #000!important; + margin: 0 10px; + font-size: 1.005em; + font-weight: 700; + display: flex; + align-items: center; + border-radius: 10px +} + +.arrow { + margin-right: 8px; + margin-left: 8px; + padding: 0 5px +} + +.arrow:hover { + background-color: rgba(222,222,222,.8); + border-radius: 10px +} + +.content-original { + display: inline; + border-radius: 10px; + padding: 0 5px +} + +.content-hover,.content-hover-next,.content-hover-previous { + display: none; + background-color: rgba(222,222,222,.8); + border-radius: 10px; + padding: 0 5px +} + +.dark-mode-button,.support-top-button { + position: relative; + left: 0; + margin-left: 0 +} + +.extra-text-container { + display: flex; + align-items: center +} + +#dark-mode-toggle { + cursor: pointer; + padding: 5px +} + +#dark-mode-toggle:hover { + color: rgba(4,112,162,.976) +} + +#donate { + cursor: pointer; + padding: 5px +} + +#donate:hover { + color: rgba(4,112,162,.976) +} + +@media only screen and (max-width: 500px) { + .fixed-bar { + width:100%; + height: 40px + } + + .link { + font-size: .9em + } + + #dark-mode-toggle { + font-size: .8em + } + + #donate { + font-size: .8em + } + + .dark-mode-button { + display: none + } +} + +footer { + text-align: center; + padding: 20px +} + +.myFrame { + overflow-x: auto; + text-align: center +} + +.responsive { + display: block; + overflow-x: auto +} + +@media (min-width: 993px) { + .hide-large { + display:none!important + } +} + +@media (max-width: 992px) and (min-width:501px) { + .hide-medium { + display:none!important + } +} + +@media (max-width: 500px) { + .hide-small { + display:none!important + } +} + +.modal { + display: none; + position: fixed; + z-index: 9998; + padding-top: 70px; + left: 0; + top: 0; + width: 100%; + height: 100%; + overflow: auto; + background-color: #000; + background-color: rgba(0,0,0,.4) +} + +.modal-content { + position: relative; + background-color: #f2f2f2; + margin: auto; + padding: 0; + border: 1px solid #888; + width: 80%; + box-shadow: 0 4px 8px 0 rgba(0,0,0,.2),0 6px 20px 0 rgba(0,0,0,.19); + -webkit-animation-name: animatetop; + -webkit-animation-duration: .4s; + animation-name: animatetop; + animation-duration: .4s; + font-size: 18px; + line-height: normal; + color: #262626 +} + +.button-container { + position: relative; + display: flex; + flex-wrap: wrap; + justify-content: center; + align-items: center +} + +.button-container button { + margin-top: 10px; + margin-left: 7px; + margin-right: 7px; + margin-bottom: 3px +} + +#modal-link { + padding: 9px; + background-color: #d8d8d8; + border: 1px #d8d8d8; + border-radius: 8px; + font-weight: 700; + text-decoration: none!important +} + +#modal-link a { + text-decoration: none!important; + color: #000!important +} + +#modal-link a:hover { + color: rgba(4,112,162,.976)!important +} + +.modal a { + text-decoration: none!important; + color: #000!important +} + +.modal a:hover { + color: rgba(4,112,162,.976)!important +} + +@-webkit-keyframes animatetop { + from { + top: -300px; + opacity: 0 + } + + to { + top: 0; + opacity: 1 + } +} + +@keyframes animatetop { + from { + top: -300px; + opacity: 0 + } + + to { + top: 0; + opacity: 1 + } +} + +.close { + color: #fff; + float: right; + font-size: 48px; + font-weight: 700 +} + +.close:focus,.close:hover { + color: #000; + text-decoration: none; + cursor: pointer +} + +.modal-header { + padding: 2px 16px; + background-color: #595959; + color: rgba(247,247,247,.9529411765); + text-align: center; + font-size: 1.5em +} + +.modal-body { + padding: 2px 16px +} + +.modal-footer { + padding: 20px 20px 20px 20px; + background-color: #595959; + color: rgba(247,247,247,.9529411765); + text-align: center!important; + font-weight: 700 +} + +#toTop { + display: none; + position: fixed; + bottom: 20px; + right: 30px; + z-index: 99; + font-size: 1.2em; + font-weight: 700; + border: none; + outline: 0; + background-color: rgba(145,145,145,.567); + color: #ededed; + cursor: pointer; + width: 50px; + height: 50px; + line-height: 40px; + text-align: center; + padding: 0; + border-radius: 50% +} + +#toTop:hover { + background-color: #747474 +} + +.alpha-list { + list-style-type: none; + counter-reset: list-counter +} + +.alpha-list li { + counter-increment: list-counter +} + +.alpha-list li:before { + content: "(" counter(list-counter,lower-alpha) ") " +} + +.roman-list { + list-style-type: none; + counter-reset: list-counter +} + +.roman-list li { + counter-increment: list-counter +} + +.roman-list li:before { + content: "(" counter(list-counter,lower-roman) ") " +} + +.bbtex-list { + list-style-type: none; + counter-reset: list-counter; + margin-left: 0; + padding-left: 0 +} + +.bbtex-list li { + text-align: justify; + counter-increment: list-counter; + display: block; + margin-left: 3.5em; + margin-right: 2em +} + +.bbtex-list li:before { + content: "[" counter(list-counter,decimal) "]. "; + display: inline-block; + text-align: right; + width: 3em; + padding-right: .5em; + margin-left: -3em +} + +#licence-link { + text-decoration: none; + font-size: .9em +} + +.w3-panel { + padding: .01em 16px +} + +.w3-panel { + margin-top: 16px; + margin-bottom: 16px +} + +.w3-panel:after,.w3-panel:before { + content: ""; + display: table; + clear: both +} + +.w3-leftbar { + border-left: 6px solid #ccc!important +} + +.w3-right { + float: right!important +} + +.figure-container { + display: flex; + margin-top: 10px +} + +.figure-container figure { + flex: 1; + margin: 0 10px; + text-align: center +} + +.figure-container figure img { + max-width: 100%; + height: auto +} + +.figure-container figure figcaption { + margin-top: 8px +} + +.ggbElement { + display: block; + display: block; + margin-left: auto; + margin-right: auto; + margin-top: 10px +} + +#tableOfContents h3 { + margin-top: 30px +} + +#tableOfContents ul { + line-height: 28px; + margin-top: -10px +} + +#iframeContainer { + overflow: hidden +} + +@media print { + * { + color: #000; + background-color: #fff + } + + #center-link,#dark-mode-toggle,#donate,#fixed-bar,#footer-elements,#left-link,#right-link,.nextPage,.toc-chapter { + display: none + } + + #toTop { + display: none!important + } + + body { + width: 95%; + margin: 0; + padding: 10px 10px 20px 50px + } + + label.sidenote-toggle:not(.sidenote-number) { + display: inline + } + + .sidenote { + display: none + } + + .sidenote-toggle+.sidenote { + display: block; + margin: .5rem 1.25rem 1rem .5rem; + float: left; + left: 1rem; + clear: both; + width: 95% + } +} + +/*! + * LaTeX prism.css (https://latex.now.sh/#syntax-highlighting) + * Based on the default prism.js theme for JavaScript, CSS and HTML by Lea Verou + * + * Source: https://github.com/vincentdoerig/latex-css/tree/master/prism + * Licensed under MIT (https://github.com/vincentdoerig/latex-css/blob/master/LICENSE) +*/ +:root { + --bg-color: #F0F0F0; + --color: black; + --token-teal: #407f80; + --token-black: #000000; + --token-grey: #666666; + --token-green: #007f00; + --token-lime: #7d8f29; + --token-brown: #9a6e3a; + --token-red: #ba2121; + --token-fuchsia: #dd4a68; + --token-orange: #e90; + --token-pink: #BA6687 +} + +.latex-dark { + --bg-color: #2d2d2d; + --color: #ccc; + --token-teal: #90D0D0; + --token-black: #ccc; + --token-grey: #999; + --token-green: #51B53F; + --token-lime: #B4C55D; + --token-brown: #D3A26B; + --token-red: #FA5E4F; + --token-fuchsia: #FF839B; + --token-orange: #FFCF4C; + --token-pink: #F49BBC +} + +@media (prefers-color-scheme: dark) { + .latex-dark-auto { + --bg-color:#2d2d2d; + --color: #ccc; + --token-teal: #90D0D0; + --token-black: #ccc; + --token-grey: #999; + --token-green: #51B53F; + --token-lime: #B4C55D; + --token-brown: #D3A26B; + --token-red: #FA5E4F; + --token-fuchsia: #FF839B; + --token-orange: #FFCF4C; + --token-pink: #F49BBC + } +} + +code[class*=language-],pre[class*=language-] { + color: var(--color); + background: 0 0; + text-align: left; + white-space: pre; + word-spacing: normal; + word-break: normal; + word-wrap: normal; + line-height: 1.5; + -moz-tab-size: 4; + -o-tab-size: 4; + tab-size: 4; + -webkit-hyphens: none; + -moz-hyphens: none; + -ms-hyphens: none; + hyphens: none +} + +pre[class*=language-] { + padding: 1em; + overflow: auto +} + +pre[class*=language-] { + background: var(--bg-color) +} + +:not(pre)>code[class*=language-] { + padding: .1em; + border-radius: .3em; + white-space: normal +} + +.token.cdata,.token.comment,.token.doctype,.token.prolog { + color: var(--token-teal) +} + +.token.constant,.token.punctuation { + color: var(--token-black) +} + +.token.number,.token.operator,.token.punctuation.attr-equals { + color: var(--token-grey) +} + +.token.namespace { + opacity: .7 +} + +.token.boolean,.token.deleted,.token.keyword,.token.property,.token.symbol,.token.tag { + color: var(--token-green) +} + +.token.attr-name,.token.builtin,.token.char,.token.inserted,.token.selector { + color: var(--token-lime) +} + +.language-css .token.string,.style .token.string,.token.entity,.token.url { + color: var(--token-brown) +} + +.token.atrule,.token.attr-value,.token.attr-value .punctuation:not(.attr-equals),.token.string { + color: var(--token-red) +} + +.token.class-name { + color: var(--token-fuchsia) +} + +.token.important,.token.variable { + color: var(--token-orange) +} + +.token.regex { + color: var(--token-pink) +} + +.token.bold,.token.important { + font-weight: 700 +} + +.token.italic { + font-style: italic +} + +.token.entity { + cursor: help +} diff --git a/content/js/prism.js b/content/js/prism.js new file mode 100644 index 0000000..5ba7c27 --- /dev/null +++ b/content/js/prism.js @@ -0,0 +1,607 @@ +var _self = "undefined" != typeof window ? window : "undefined" != typeof WorkerGlobalScope && self instanceof WorkerGlobalScope ? self : {} + , Prism = function(o) { + var e, n, u = /\blang(?:uage)?-([\w-]+)\b/i, a = 0, T = { + manual: o.Prism && o.Prism.manual, + disableWorkerMessageHandler: o.Prism && o.Prism.disableWorkerMessageHandler, + util: { + encode: function e(n) { + return n instanceof D ? new D(n.type,e(n.content),n.alias) : Array.isArray(n) ? n.map(e) : n.replace(/&/g, "&").replace(/= i.reach); v += b.value.length, + b = b.next) { + var F = b.value; + if (a.length > n.length) + return; + if (!(F instanceof D)) { + var k = 1; + if (m && b != a.tail.prev) { + if (y.lastIndex = v, + !($ = y.exec(n))) + break; + var x = $.index + (p && $[1] ? $[1].length : 0) + , w = $.index + $[0].length + , A = v; + for (A += b.value.length; A <= x; ) + A += (b = b.next).value.length; + if (v = A -= b.value.length, + b.value instanceof D) + continue; + for (var P = b; P !== a.tail && (A < w || "string" == typeof P.value); P = P.next) + k++, + A += P.value.length; + k--, + F = n.slice(v, A), + $.index -= v + } else { + y.lastIndex = 0; + var $ = y.exec(F) + } + if ($) { + p && (f = $[1] ? $[1].length : 0); + for (var x = $.index + f, _ = $[0].slice(f), w = x + _.length, S = F.slice(0, x), j = F.slice(w), F = v + F.length, E = (i && F > i.reach && (i.reach = F), + b.prev), O = (S && (E = I(a, E, S), + v += S.length), + N = C = z = S = O = void 0, + a), S = E, z = k, C = S.next, N = 0; N < z && C !== O.tail; N++) + C = C.next; + (S.next = C).prev = S, + O.length -= N; + b = I(a, E, new D(l,d ? T.tokenize(_, d) : _,h,_)); + j && I(a, b, j), + 1 < k && e(n, a, t, b.prev, v, { + cause: l + "," + u, + reach: F + }) + } + } + } + } + }(e, r, n, r.head, 0), + r), i = [], l = s.head.next; l !== s.tail; ) + i.push(l.value), + l = l.next; + return i + }, + hooks: { + all: {}, + add: function(e, n) { + var a = T.hooks.all; + a[e] = a[e] || [], + a[e].push(n) + }, + run: function(e, n) { + var a = T.hooks.all[e]; + if (a && a.length) + for (var t, r = 0; t = a[r++]; ) + t(n) + } + }, + Token: D + }; + function D(e, n, a, t) { + this.type = e, + this.content = n, + this.alias = a, + this.length = 0 | (t || "").length + } + function g() { + var e = { + value: null, + prev: null, + next: null + } + , n = { + value: null, + prev: e, + next: null + }; + e.next = n, + this.head = e, + this.tail = n, + this.length = 0 + } + function I(e, n, a) { + var t = n.next + , a = { + value: a, + prev: n, + next: t + }; + return n.next = a, + t.prev = a, + e.length++, + a + } + return (o.Prism = T, + D.stringify = function n(e, a) { + if ("string" == typeof e) + return e; + var t; + if (Array.isArray(e)) + return t = "", + e.forEach(function(e) { + t += n(e, a) + }), + t; + var r, s = { + type: e.type, + content: n(e.content, a), + tag: "span", + classes: ["token", e.type], + attributes: {}, + language: a + }, e = e.alias, i = (e && (Array.isArray(e) ? Array.prototype.push.apply(s.classes, e) : s.classes.push(e)), + T.hooks.run("wrap", s), + ""); + for (r in s.attributes) + i += " " + r + '="' + (s.attributes[r] || "").replace(/"/g, """) + '"'; + return "<" + s.tag + ' class="' + s.classes.join(" ") + '"' + i + ">" + s.content + "" + } + , + o.document) ? ((e = T.util.currentScript()) && (T.filename = e.src, + e.hasAttribute("data-manual")) && (T.manual = !0), + T.manual || ("loading" === (n = document.readyState) || "interactive" === n && e && e.defer ? document.addEventListener("DOMContentLoaded", t) : window.requestAnimationFrame ? window.requestAnimationFrame(t) : window.setTimeout(t, 16))) : o.addEventListener && !T.disableWorkerMessageHandler && o.addEventListener("message", function(e) { + var e = JSON.parse(e.data) + , n = e.language + , a = e.code + , e = e.immediateClose; + o.postMessage(T.highlight(a, T.languages[n], n)), + e && o.close() + }, !1), + T; + function t() { + T.manual || T.highlightAll() + } +}(_self); +"undefined" != typeof module && module.exports && (module.exports = Prism), +"undefined" != typeof global && (global.Prism = Prism), +Prism.languages.markup = { + comment: //, + prolog: /<\?[\s\S]+?\?>/, + doctype: { + pattern: /"'[\]]|"[^"]*"|'[^']*')+(?:\[(?:[^<"'\]]|"[^"]*"|'[^']*'|<(?!!--)|)*\]\s*)?>/i, + greedy: !0, + inside: { + "internal-subset": { + pattern: /(\[)[\s\S]+(?=\]>$)/, + lookbehind: !0, + greedy: !0, + inside: null + }, + string: { + pattern: /"[^"]*"|'[^']*'/, + greedy: !0 + }, + punctuation: /^$|[[\]]/, + "doctype-tag": /^DOCTYPE/, + name: /[^\s<>'"]+/ + } + }, + cdata: //i, + tag: { + pattern: /<\/?(?!\d)[^\s>\/=$<%]+(?:\s(?:\s*[^\s>\/=]+(?:\s*=\s*(?:"[^"]*"|'[^']*'|[^\s'">=]+(?=[\s>]))|(?=[\s/>])))+)?\s*\/?>/, + greedy: !0, + inside: { + tag: { + pattern: /^<\/?[^\s>\/]+/, + inside: { + punctuation: /^<\/?/, + namespace: /^[^\s>\/:]+:/ + } + }, + "attr-value": { + pattern: /=\s*(?:"[^"]*"|'[^']*'|[^\s'">=]+)/, + inside: { + punctuation: [{ + pattern: /^=/, + alias: "attr-equals" + }, /"|'/] + } + }, + punctuation: /\/?>/, + "attr-name": { + pattern: /[^\s>\/]+/, + inside: { + namespace: /^[^\s>\/:]+:/ + } + } + } + }, + entity: [{ + pattern: /&[\da-z]{1,8};/i, + alias: "named-entity" + }, /&#x?[\da-f]{1,8};/i] +}, +Prism.languages.markup.tag.inside["attr-value"].inside.entity = Prism.languages.markup.entity, +Prism.languages.markup.doctype.inside["internal-subset"].inside = Prism.languages.markup, +Prism.hooks.add("wrap", function(e) { + "entity" === e.type && (e.attributes.title = e.content.replace(/&/, "&")) +}), +Object.defineProperty(Prism.languages.markup.tag, "addInlined", { + value: function(e, n) { + var a = {} + , a = (a["language-" + n] = { + pattern: /(^$)/i, + lookbehind: !0, + inside: Prism.languages[n] + }, + a.cdata = /^$/i, + { + "included-cdata": { + pattern: //i, + inside: a + } + }) + , n = (a["language-" + n] = { + pattern: /[\s\S]+/, + inside: Prism.languages[n] + }, + {}); + n[e] = { + pattern: RegExp("(<__[^]*?>)(?:))*\\]\\]>|(?!)".replace(/__/g, function() { + return e + }), "i"), + lookbehind: !0, + greedy: !0, + inside: a + }, + Prism.languages.insertBefore("markup", "cdata", n) + } +}), +Prism.languages.html = Prism.languages.markup, +Prism.languages.mathml = Prism.languages.markup, +Prism.languages.svg = Prism.languages.markup, +Prism.languages.xml = Prism.languages.extend("markup", {}), +Prism.languages.ssml = Prism.languages.xml, +Prism.languages.atom = Prism.languages.xml, +Prism.languages.rss = Prism.languages.xml, +function(e) { + var n = /("|')(?:\\(?:\r\n|[\s\S])|(?!\1)[^\\\r\n])*\1/ + , n = (e.languages.css = { + comment: /\/\*[\s\S]*?\*\//, + atrule: { + pattern: /@[\w-]+[\s\S]*?(?:;|(?=\s*\{))/, + inside: { + rule: /^@[\w-]+/, + "selector-function-argument": { + pattern: /(\bselector\s*\((?!\s*\))\s*)(?:[^()]|\((?:[^()]|\([^()]*\))*\))+?(?=\s*\))/, + lookbehind: !0, + alias: "selector" + }, + keyword: { + pattern: /(^|[^\w-])(?:and|not|only|or)(?![\w-])/, + lookbehind: !0 + } + } + }, + url: { + pattern: RegExp("\\burl\\((?:" + n.source + "|(?:[^\\\\\r\n()\"']|\\\\[^])*)\\)", "i"), + greedy: !0, + inside: { + function: /^url/i, + punctuation: /^\(|\)$/, + string: { + pattern: RegExp("^" + n.source + "$"), + alias: "url" + } + } + }, + selector: RegExp("[^{}\\s](?:[^{};\"']|" + n.source + ")*?(?=\\s*\\{)"), + string: { + pattern: n, + greedy: !0 + }, + property: /[-_a-z\xA0-\uFFFF][-\w\xA0-\uFFFF]*(?=\s*:)/i, + important: /!important\b/i, + function: /[-a-z0-9]+(?=\()/i, + punctuation: /[(){};:,]/ + }, + e.languages.css.atrule.inside.rest = e.languages.css, + e.languages.markup); + n && (n.tag.addInlined("style", "css"), + e.languages.insertBefore("inside", "attr-value", { + "style-attr": { + pattern: /\s*style=("|')(?:\\[\s\S]|(?!\1)[^\\])*\1/i, + inside: { + "attr-name": { + pattern: /^\s*style/i, + inside: n.tag.inside + }, + punctuation: /^\s*=\s*['"]|['"]\s*$/, + "attr-value": { + pattern: /.+/i, + inside: e.languages.css + } + }, + alias: "language-css" + } + }, n.tag)) +}(Prism), +Prism.languages.clike = { + comment: [{ + pattern: /(^|[^\\])\/\*[\s\S]*?(?:\*\/|$)/, + lookbehind: !0 + }, { + pattern: /(^|[^\\:])\/\/.*/, + lookbehind: !0, + greedy: !0 + }], + string: { + pattern: /(["'])(?:\\(?:\r\n|[\s\S])|(?!\1)[^\\\r\n])*\1/, + greedy: !0 + }, + "class-name": { + pattern: /(\b(?:class|interface|extends|implements|trait|instanceof|new)\s+|\bcatch\s+\()[\w.\\]+/i, + lookbehind: !0, + inside: { + punctuation: /[.\\]/ + } + }, + keyword: /\b(?:if|else|while|do|for|return|in|instanceof|function|new|try|throw|catch|finally|null|break|continue)\b/, + boolean: /\b(?:true|false)\b/, + function: /\w+(?=\()/, + number: /\b0x[\da-f]+\b|(?:\b\d+\.?\d*|\B\.\d+)(?:e[+-]?\d+)?/i, + operator: /[<>]=?|[!=]=?=?|--?|\+\+?|&&?|\|\|?|[?*/~^%]/, + punctuation: /[{}[\];(),.:]/ +}, +Prism.languages.javascript = Prism.languages.extend("clike", { + "class-name": [Prism.languages.clike["class-name"], { + pattern: /(^|[^$\w\xA0-\uFFFF])[_$A-Z\xA0-\uFFFF][$\w\xA0-\uFFFF]*(?=\.(?:prototype|constructor))/, + lookbehind: !0 + }], + keyword: [{ + pattern: /((?:^|})\s*)(?:catch|finally)\b/, + lookbehind: !0 + }, { + pattern: /(^|[^.]|\.\.\.\s*)\b(?:as|async(?=\s*(?:function\b|\(|[$\w\xA0-\uFFFF]|$))|await|break|case|class|const|continue|debugger|default|delete|do|else|enum|export|extends|for|from|function|(?:get|set)(?=\s*[\[$\w\xA0-\uFFFF])|if|implements|import|in|instanceof|interface|let|new|null|of|package|private|protected|public|return|static|super|switch|this|throw|try|typeof|undefined|var|void|while|with|yield)\b/, + lookbehind: !0 + }], + number: /\b(?:(?:0[xX](?:[\dA-Fa-f](?:_[\dA-Fa-f])?)+|0[bB](?:[01](?:_[01])?)+|0[oO](?:[0-7](?:_[0-7])?)+)n?|(?:\d(?:_\d)?)+n|NaN|Infinity)\b|(?:\b(?:\d(?:_\d)?)+\.?(?:\d(?:_\d)?)*|\B\.(?:\d(?:_\d)?)+)(?:[Ee][+-]?(?:\d(?:_\d)?)+)?/, + function: /#?[_$a-zA-Z\xA0-\uFFFF][$\w\xA0-\uFFFF]*(?=\s*(?:\.\s*(?:apply|bind|call)\s*)?\()/, + operator: /--|\+\+|\*\*=?|=>|&&=?|\|\|=?|[!=]==|<<=?|>>>?=?|[-+*/%&|^!=<>]=?|\.{3}|\?\?=?|\?\.?|[~:]/ +}), +Prism.languages.javascript["class-name"][0].pattern = /(\b(?:class|interface|extends|implements|instanceof|new)\s+)[\w.\\]+/, +Prism.languages.insertBefore("javascript", "keyword", { + regex: { + pattern: /((?:^|[^$\w\xA0-\uFFFF."'\])\s]|\b(?:return|yield))\s*)\/(?:\[(?:[^\]\\\r\n]|\\.)*]|\\.|[^/\\\[\r\n])+\/[gimyus]{0,6}(?=(?:\s|\/\*(?:[^*]|\*(?!\/))*\*\/)*(?:$|[\r\n,.;:})\]]|\/\/))/, + lookbehind: !0, + greedy: !0, + inside: { + "regex-source": { + pattern: /^(\/)[\s\S]+(?=\/[a-z]*$)/, + lookbehind: !0, + alias: "language-regex", + inside: Prism.languages.regex + }, + "regex-flags": /[a-z]+$/, + "regex-delimiter": /^\/|\/$/ + } + }, + "function-variable": { + pattern: /#?[_$a-zA-Z\xA0-\uFFFF][$\w\xA0-\uFFFF]*(?=\s*[=:]\s*(?:async\s*)?(?:\bfunction\b|(?:\((?:[^()]|\([^()]*\))*\)|[_$a-zA-Z\xA0-\uFFFF][$\w\xA0-\uFFFF]*)\s*=>))/, + alias: "function" + }, + parameter: [{ + pattern: /(function(?:\s+[_$A-Za-z\xA0-\uFFFF][$\w\xA0-\uFFFF]*)?\s*\(\s*)(?!\s)(?:[^()]|\([^()]*\))+?(?=\s*\))/, + lookbehind: !0, + inside: Prism.languages.javascript + }, { + pattern: /[_$a-z\xA0-\uFFFF][$\w\xA0-\uFFFF]*(?=\s*=>)/i, + inside: Prism.languages.javascript + }, { + pattern: /(\(\s*)(?!\s)(?:[^()]|\([^()]*\))+?(?=\s*\)\s*=>)/, + lookbehind: !0, + inside: Prism.languages.javascript + }, { + pattern: /((?:\b|\s|^)(?!(?:as|async|await|break|case|catch|class|const|continue|debugger|default|delete|do|else|enum|export|extends|finally|for|from|function|get|if|implements|import|in|instanceof|interface|let|new|null|of|package|private|protected|public|return|set|static|super|switch|this|throw|try|typeof|undefined|var|void|while|with|yield)(?![$\w\xA0-\uFFFF]))(?:[_$A-Za-z\xA0-\uFFFF][$\w\xA0-\uFFFF]*\s*)\(\s*|\]\s*\(\s*)(?!\s)(?:[^()]|\([^()]*\))+?(?=\s*\)\s*\{)/, + lookbehind: !0, + inside: Prism.languages.javascript + }], + constant: /\b[A-Z](?:[A-Z_]|\dx?)*\b/ +}), +Prism.languages.insertBefore("javascript", "string", { + "template-string": { + pattern: /`(?:\\[\s\S]|\${(?:[^{}]|{(?:[^{}]|{[^}]*})*})+}|(?!\${)[^\\`])*`/, + greedy: !0, + inside: { + "template-punctuation": { + pattern: /^`|`$/, + alias: "string" + }, + interpolation: { + pattern: /((?:^|[^\\])(?:\\{2})*)\${(?:[^{}]|{(?:[^{}]|{[^}]*})*})+}/, + lookbehind: !0, + inside: { + "interpolation-punctuation": { + pattern: /^\${|}$/, + alias: "punctuation" + }, + rest: Prism.languages.javascript + } + }, + string: /[\s\S]+/ + } + } +}), +Prism.languages.markup && Prism.languages.markup.tag.addInlined("script", "javascript"), +Prism.languages.js = Prism.languages.javascript; diff --git a/content/js/script.js b/content/js/script.js new file mode 100644 index 0000000..2dee1fd --- /dev/null +++ b/content/js/script.js @@ -0,0 +1,341 @@ +/*! + * Interaction for online textbook. + * by Juan Carlos Ponce Campuzano 7/Feb/2024 + * Updated: 22/Feb/2024 + * License: CC BY-NC-SA 4.0 DEED + * Attribution-NonCommercial-ShareAlike 4.0 International + * https://creativecommons.org/licenses/by-nc-sa/4.0/?ref=chooser-v1 +*/ + +/* + Content: + * - Dark mode + * - Modal + * - Include HTML + * - Scroll up to "id" tags for hyperlinks + * - To top button + * - Navigation bar interaction +*/ + +/*---------------------------------------------------------------*/ +/* Dark mode function */ +const darkModeToggle = document.getElementById('dark-mode-toggle') +darkModeToggle.addEventListener('click', () => { + document.body.classList.toggle('latex-dark'); +}); + +/* +let darkModeIcon = document.getElementById("dark-mode-toggle"); +if (window.matchMedia && window.matchMedia('(prefers-color-scheme: dark)').matches) { + document.body.classList.add('latex-dark'); + darkModeIcon.innerHTML = ''; +} else { + darkModeIcon.innerHTML = ''; +}*/ + +// Function to replace text for Dark mode +function toggleMode() { + // Get the element containing the text + var element = document.getElementById("dark-mode-toggle"); + + // Toggle between "text01" and "text02" + if (element.innerHTML.trim() === '') { + element.innerHTML = ''; + localStorage.setItem('mode', 'light'); + } else { + element.innerHTML = ''; + localStorage.setItem('mode', 'dark'); + } +} + +// Function to load mode from local storage +function loadMode() { + var element = document.getElementById("dark-mode-toggle"); + var mode = localStorage.getItem('mode'); + + if (mode === 'light') { + element.innerHTML = ''; + } else if (mode == 'dark') { + element.innerHTML = ''; + document.body.classList.add('latex-dark'); + } else { + if (window.matchMedia && window.matchMedia('(prefers-color-scheme: dark)').matches) { + document.body.classList.add('latex-dark'); + element.innerHTML = ''; + } else { + element.innerHTML = ''; + } + } +} + +// Add event listener for mouse click +document.getElementById("dark-mode-toggle").addEventListener("click", toggleMode); + +// Load the mode when the page loads +window.onload = loadMode; + +/*---------------------------------------------------------------*/ + + +/*---------------------------------------------------------------*/ +/* The following is to scroll up to the "id" tag for hyperlinks */ +// Function to handle smooth scrolling with offset + +function scrollToElementWithOffset(selector, offset) { + var target = document.querySelector(selector); + if (target) { + var targetPosition = target.getBoundingClientRect().top + window.scrollY - offset; // pageYOffset is deprecated :( + window.scrollTo({ + top: targetPosition, + behavior: 'smooth' + }); + } +} + +// Adding event listeners to all links with the class 'scroll-link' +var links = document.querySelectorAll('a[href^="#"]'); +links.forEach(function (link) { + link.addEventListener('click', function (event) { + event.preventDefault(); + var targetId = this.getAttribute('href'); + scrollToElementWithOffset(targetId, 50); // 50px offset, I want it below the navbar + }); +}); + +/*---------------------------------------------------------------*/ + + +/*---------------------------------------------------------------*/ +/* Button to the top */ +// Get the button + +let mybutton = document.getElementById("toTop"); +//let prevScrollpos = window.scrollY; + +window.onscroll = function () { scrollFunction() }; + +// When the user scrolls down 500px from the top of the document, show the button +function scrollFunction() { + //let currentScrollPos = window.scrollY; + //if (prevScrollpos > currentScrollPos) { + mybutton.style.display = "none"; + //} else { + if (document.body.scrollTop > 500 || document.documentElement.scrollTop > 500) { + mybutton.style.display = "block"; + } + //} + //prevScrollpos = currentScrollPos; +} + +// When the user clicks on the button, scroll to the top of the document +function topFunction() { + let tocLinks = document.querySelectorAll('.toc-chapter a'); + tocLinks.forEach((link) => { + //link.classList.remove('active'); + link.classList.remove('highlight'); + }); + document.body.scrollTop = 0; + document.documentElement.scrollTop = 0; +} + +/*---------------------------------------------------------------*/ + + +/*---------------------------------------------------------------*/ +/* Interaction with the fixed navbar on the top */ +/* left-link right-link */ +const leftLink = document.getElementById('prev-link'); +const rightLink = document.getElementById('next-link'); +const centerLink = document.getElementById('center-link'); + +// Function to handle hover events for links +function handleLinkHover(event, originalSelector, hoverSelector) { + // Find the original and hover content elements + const contentOriginal = centerLink.querySelector(originalSelector); + const contentHover = centerLink.querySelector(hoverSelector); + + // Check if the content elements exist before manipulating them + if (contentOriginal && contentHover) { + // Toggle display based on event type + if (event.type === 'mouseenter') { + contentOriginal.style.display = 'none'; + contentHover.style.display = 'inline'; + } else if (event.type === 'mouseleave') { + contentOriginal.style.display = 'inline'; + contentHover.style.display = 'none'; + } + } +} + +// Add event listeners only if the elements exist +if (leftLink) { + leftLink.addEventListener('mouseenter', (event) => { + handleLinkHover(event, '.content-original', '.content-hover-previous'); + }); + + leftLink.addEventListener('mouseleave', (event) => { + handleLinkHover(event, '.content-original', '.content-hover-previous'); + }); +} + +if (rightLink) { + rightLink.addEventListener('mouseenter', (event) => { + handleLinkHover(event, '.content-original', '.content-hover-next'); + }); + + rightLink.addEventListener('mouseleave', (event) => { + handleLinkHover(event, '.content-original', '.content-hover-next'); + }); +} + +if (centerLink) { + centerLink.addEventListener('mouseenter', (event) => { + // When hovering on center link, show general hover content + handleLinkHover(event, '.content-original', '.content-hover'); + }); + + centerLink.addEventListener('mouseleave', (event) => { + // When leaving center link, show original content + handleLinkHover(event, '.content-original', '.content-hover'); + }); +} + +/*---------------------------------------------------------------*/ + + +/*---------------------------------------------------------------*/ +// Toc for each chapter + +window.addEventListener('scroll', function () { + let sections = document.querySelectorAll('div[id^="section"]'); + let tocLinks = document.querySelectorAll('.toc-chapter a'); + let scrollPosition = window.scrollY; + + sections.forEach((section, index) => { + let sectionTop = section.offsetTop - 100; // Adjust as needed + let sectionBottom = sectionTop + section.clientHeight; + + if (scrollPosition >= sectionTop && scrollPosition < sectionBottom) { + tocLinks.forEach((link) => { + //link.classList.remove('active'); + link.classList.remove('highlight'); + }); + //tocLinks[index].classList.add('active'); + tocLinks[index].classList.add('highlight'); + } + }); +}); + +/*---------------------------------------------------------------*/ + + +/*---------------------------------------------------------------*/ +/* + I need the following code to show + modal for the "support message" +*/ +// Get the modal +let modal = document.getElementById("myModal"); + +// Get the element that closes the modal +let span = document.getElementsByClassName("close")[0]; + +// When the user clicks the button, open the modal +//btn.onclick = function() { +// modal.style.display = "block"; +//} + +function showMessage() { + modal.style.display = "block"; +} + +// When the user clicks on (x), close the modal +span.onclick = function () { + modal.style.display = "none"; + clearInterval(myInterval); +} + +// When the user clicks anywhere outside of the modal, close it +window.onclick = function (event) { + if (event.target == modal) { + modal.style.display = "none"; + clearInterval(myInterval); + } + +} + +let myInterval = setInterval(function () { + showMessage(); +}, 60000); +// 3000 3 seconds +// 8000 8 seconds +// 30000 30 seconds +// 60000 1 min +// 120000 2 min +// 300000 5 mins +// 600000 10 mins +// 1200000 20 mins +// 1800000 30 mins + +/*---------------------------------------------------------------*/ + + +/*--------------- Stop scrolling on iframes ---------------------*/ +var iframeContainers = document.querySelectorAll('.iframeContainer'); + +// Add event listeners for mouse entering and leaving each iframe +iframeContainers.forEach(function (container) { + container.addEventListener('mouseenter', function () { + // Hide overflow of the body when mouse enters iframe area + document.body.style.overflow = 'hidden'; + }); + + container.addEventListener('mouseleave', function () { + // Show overflow of the body when mouse leaves iframe area + document.body.style.overflow = 'auto'; + }); +}); +/*---------------------------------------------------------------*/ + + +/*---------------------------------------------------------------*/ +/* + The follwing function is to include an HTML file in the slides + Source: https://www.w3schools.com/howto/howto_html_include.asp +*/ +function includeHTML() { + let z, i, elmnt, file, xhttp; + /*loop through a collection of all HTML elements:*/ + z = document.getElementsByTagName("*"); + for (i = 0; i < z.length; i++) { + elmnt = z[i]; + /*search for elements with a certain atrribute:*/ + file = elmnt.getAttribute("w3-include-html"); + if (file) { + /*make an HTTP request using the attribute value as the file name:*/ + xhttp = new XMLHttpRequest(); + xhttp.onreadystatechange = function () { + if (this.readyState == 4) { + if (this.status == 200) { + elmnt.innerHTML = this.responseText; + } + if (this.status == 404) { + elmnt.innerHTML = "Page not found."; + } + /*remove the attribute, and call this function once more:*/ + elmnt.removeAttribute("w3-include-html"); + includeHTML(); + } + } + xhttp.open("GET", file, true); + xhttp.send(); + /*exit the function:*/ + return; + } + } +}; + +// Finally call this funciton to include HTML +includeHTML(); + +/*---------------------------------------------------------------*/ \ No newline at end of file diff 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+ +
+ + + [ + Home, + + Source, + Issues, + + + ] + + +
+ + + + + + + + +
+ + ISBN: 978-0-6485736-0-9 +
+ + © Juan + Carlos Ponce Campuzano + 2019- + + © J.C. Ponce Campuzano + 2019- + + + +
+ + + + + + + \ No newline at end of file From bfc569a53a8d69da692e8b0b02d68974eac0c682 Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Mon, 12 Aug 2024 21:47:06 +0200 Subject: [PATCH 22/64] add cover perlin noise ball --- .../css/styles.css | 57 +++++ linear-algebra-with-python-book/index.html | 30 +++ .../scripts/cover-plot-1.js | 143 ++++++++++++ .../scripts/cover-plot.js | 70 ++++++ .../scripts/perlin-noise-ball.js | 204 ++++++++++++++++++ 5 files changed, 504 insertions(+) create mode 100644 linear-algebra-with-python-book/css/styles.css create mode 100644 linear-algebra-with-python-book/index.html create mode 100644 linear-algebra-with-python-book/scripts/cover-plot-1.js create mode 100644 linear-algebra-with-python-book/scripts/cover-plot.js create mode 100644 linear-algebra-with-python-book/scripts/perlin-noise-ball.js diff --git a/linear-algebra-with-python-book/css/styles.css b/linear-algebra-with-python-book/css/styles.css new file mode 100644 index 0000000..42a1f48 --- /dev/null +++ b/linear-algebra-with-python-book/css/styles.css @@ -0,0 +1,57 @@ + +* { + margin: 0; /* Always Remove global margin */ + padding: 0; /* Always Remove global padding */ + box-sizing: border-box; + text-decoration: none; + border: none; + outline: none; + scroll-behavior: smooth; + font-family: 'Raleway', 'Poppins', 'Roboto', sans-serif; +} +:root { + --bg-color: #161616; + --second-bg-color: #182538; + --text-color: #e3e3e3ed; + --main-color: #00ffee; + --dark-slate-blue: #253B59; + --medium-sky-blue: #14B5D9; + --light-brown: #A6763C; + --vermilion: #F2441D; + --light-coral: #F29985; + --dark-purple: #711c91; + --vivid-magenta: #ea00d9; + --alternate-magenta: #BD249B; + --bright-cyan: #0abdc6; + --dark-cerulean-blue: #133e7c; + --midnight-blue: #091833; + --profile-background: #19999C; +} +body { + margin: 0; + padding: 0; + background-color: var(--bg-color); + display: flex; + flex-direction: column; + justify-content: center; + align-items: center; + height: 100vh; + color: var(--text-color); +} + +#scene-container { + width: 100%; + height: 80vh; + background-color: var(--bg-color); +} + +#author-name { + text-align: center; + margin-top: 20px; +} + +#author-name h1 { + font-size: 3em; + margin: 0; + font-weight: normal; +} diff --git a/linear-algebra-with-python-book/index.html b/linear-algebra-with-python-book/index.html new file mode 100644 index 0000000..117def3 --- /dev/null +++ b/linear-algebra-with-python-book/index.html @@ -0,0 +1,30 @@ + + + + + + + + + Linear Algebra With Python + + + +
+
+

Weijie Chen

+
+ + + + + diff --git a/linear-algebra-with-python-book/scripts/cover-plot-1.js b/linear-algebra-with-python-book/scripts/cover-plot-1.js new file mode 100644 index 0000000..388b421 --- /dev/null +++ b/linear-algebra-with-python-book/scripts/cover-plot-1.js @@ -0,0 +1,143 @@ +import * as THREE from 'https://cdn.jsdelivr.net/npm/three@v0.167.0/build/three.module.js'; +import { OrbitControls } from 'https://cdn.jsdelivr.net/npm/three@v0.167.0/examples/jsm/controls/OrbitControls.js'; + +// Get the container element +const container = document.getElementById('scene-container'); + +// Create the scene +let scene = new THREE.Scene(); + +// Create a camera +let camera = new THREE.PerspectiveCamera(75, container.clientWidth / container.clientHeight, 0.1, 1000); +camera.position.set(0, 2, 5); + +// Create a renderer +let renderer = new THREE.WebGLRenderer({ antialias: true }); +renderer.setSize(container.clientWidth, container.clientHeight); +container.appendChild(renderer.domElement); + +// Add orbit controls for mouse interaction +let controls = new OrbitControls(camera, renderer.domElement); + +// Create a geometry +let geometry = new THREE.SphereGeometry(2.3, 128, 128); + +// Create a shader material +const vertexShader = ` + varying vec3 vNormal; + varying vec3 vPosition; + uniform float time; + uniform float noiseScale; + + // Improved Perlin Noise Function + vec3 mod289(vec3 x) { return x - floor(x * (1.0 / 289.0)) * 289.0; } + vec4 mod289(vec4 x) { return x - floor(x * (1.0 / 289.0)) * 289.0; } + vec4 permute(vec4 x) { return mod289(((x*34.0)+1.0)*x); } + vec4 taylorInvSqrt(vec4 r) { return 1.79284291400159 - 0.85373472095314 * r; } + + float snoise(vec3 v) { + const vec2 C = vec2(1.0/6.0, 1.0/3.0); + const vec4 D = vec4(0.0, 0.5, 1.0, 2.0); + vec3 i = floor(v + dot(v, C.yyy) ); + vec3 x0 = v - i + dot(i, C.xxx); + vec3 g = step(x0.yzx, x0.xyz); + vec3 l = 1.0 - g; + vec3 i1 = min( g.xyz, l.zxy ); + vec3 i2 = max( g.xyz, l.zxy ); + vec3 x1 = x0 - i1 + C.xxx; + vec3 x2 = x0 - i2 + C.yyy; + vec3 x3 = x0 - D.yyy; + i = mod289(i); + vec4 p = permute( permute( permute( i.z + vec4(0.0, i1.z, i2.z, 1.0 )) + i.y + vec4(0.0, i1.y, i2.y, 1.0 )) + i.x + vec4(0.0, i1.x, i2.x, 1.0 )); + float n_ = 0.142857142857; + vec3 ns = n_ * D.wyz - D.xzx; + vec4 j = p - 49.0 * floor(p * ns.z * ns.z); + vec4 x_ = floor(j * ns.z); + vec4 y_ = floor(j - 7.0 * x_ ); + vec4 x = x_ *ns.x + ns.yyyy; + vec4 y = y_ *ns.x + ns.yyyy; + vec4 h = 1.0 - abs(x) - abs(y); + vec4 b0 = vec4( x.xy, y.xy ); + vec4 b1 = vec4( x.zw, y.zw ); + vec4 s0 = floor(b0)*2.0 + 1.0; + vec4 s1 = floor(b1)*2.0 + 1.0; + vec4 sh = -step(h, vec4(0.0)); + vec4 a0 = b0.xzyw + s0.xzyw*sh.xxyy ; + vec4 a1 = b1.xzyw + s1.xzyw*sh.zzww ; + vec3 p0 = vec3(a0.xy,h.x); + vec3 p1 = vec3(a0.zw,h.y); + vec3 p2 = vec3(a1.xy,h.z); + vec3 p3 = vec3(a1.zw,h.w); + vec4 norm = taylorInvSqrt(vec4(dot(p0,p0), dot(p1,p1), dot(p2,p2), dot(p3,p3))); + p0 *= norm.x; + p1 *= norm.y; + p2 *= norm.z; + p3 *= norm.w; + vec4 m = max(0.6 - vec4(dot(x0,x0), dot(x1,x1), dot(x2,x2), dot(x3,x3)), 0.0); + m = m * m; + return 42.0 * dot( m*m, vec4( dot(p0,x0), dot(p1,x1), dot(p2,x2), dot(p3,x3) ) ); + } + + void main() { + vNormal = normal; + vPosition = position; + float speed = 0.5; // Adjust this value to change the speed + vec3 newPosition = position + normal * snoise(position * noiseScale + time * speed) * 0.4; + gl_Position = projectionMatrix * modelViewMatrix * vec4(newPosition, 1.0); + } +`; + +const fragmentShader = ` + varying vec3 vNormal; + varying vec3 vPosition; + + void main() { + vec3 color1 = vec3(20.0 / 255.0, 181.0 / 255.0, 217.0 / 255.0); // #14B5D9 + vec3 color2 = vec3(189.0 / 255.0, 36.0 / 255.0, 155.0 / 255.0); // #BD249B + float h = 0.5 + 0.5 * vPosition.y; + vec3 color = mix(color1, color2, h); + gl_FragColor = vec4(color, 1.0); + } +`; + +const uniforms = { + time: { value: 0.0 }, + noiseScale: { value: 1.0 } +}; + +const material = new THREE.ShaderMaterial({ + uniforms: uniforms, + vertexShader: vertexShader, + fragmentShader: fragmentShader, + wireframe: true +}); + +const mesh = new THREE.Mesh(geometry, material); +scene.add(mesh); + +// Add lighting +const ambientLight = new THREE.AmbientLight(0x404040); +scene.add(ambientLight); + +const directionalLight = new THREE.DirectionalLight(0xffffff, 1); +directionalLight.position.set(5, 10, 7.5).normalize(); +scene.add(directionalLight); + +let noiseSpeed = 0.02; // Change this value to control the speed + +// Handle window resize +window.addEventListener('resize', () => { + camera.aspect = container.clientWidth / container.clientHeight; + camera.updateProjectionMatrix(); + renderer.setSize(container.clientWidth, container.clientHeight); +}); + +// Animation loop +function animate() { + requestAnimationFrame(animate); + controls.update(); + uniforms.time.value += noiseSpeed; + renderer.render(scene, camera); +} + +animate(); diff --git a/linear-algebra-with-python-book/scripts/cover-plot.js b/linear-algebra-with-python-book/scripts/cover-plot.js new file mode 100644 index 0000000..9aa778d --- /dev/null +++ b/linear-algebra-with-python-book/scripts/cover-plot.js @@ -0,0 +1,70 @@ +// Set up the scene, camera, and renderer +const scene = new THREE.Scene(); +const camera = new THREE.PerspectiveCamera(75, window.innerWidth / window.innerHeight, 0.1, 1000); +const renderer = new THREE.WebGLRenderer({ antialias: true }); +renderer.setSize(window.innerWidth, window.innerHeight * 0.8); +document.getElementById('scene-container').appendChild(renderer.domElement); + +// Set camera position +camera.position.set(0, 20, 40); +camera.lookAt(0, 0, 0); + +// Create a grid of vectors (arrows) to represent the gradient field +const arrowHelperArray = []; +const arrowLength = 1.5; +const gridSize = 10; +const gridSpacing = 2; + +for (let x = -gridSize; x <= gridSize; x += gridSpacing) { + for (let y = -gridSize; y <= gridSize; y += gridSpacing) { + for (let z = -gridSize; z <= gridSize; z += gridSpacing) { + // Compute the gradient (example: f(x, y, z) = x^2 + y^2 + z^2) + const gradient = new THREE.Vector3(2 * x, 2 * y, 2 * z).normalize(); + + // Create an arrow to represent the vector + const arrowHelper = new THREE.ArrowHelper( + gradient, + new THREE.Vector3(x, y, z), + arrowLength, + 0xffffff + ); + + scene.add(arrowHelper); + arrowHelperArray.push(arrowHelper); + } + } +} + +// Lighting for better visibility +const ambientLight = new THREE.AmbientLight(0x404040); +scene.add(ambientLight); + +const directionalLight = new THREE.DirectionalLight(0xffffff, 0.8); +directionalLight.position.set(1, 1, 1).normalize(); +scene.add(directionalLight); + +// Animation loop +function animate() { + requestAnimationFrame(animate); + + // Animate the gradient vectors + arrowHelperArray.forEach(arrow => { + // Apply a rotation to each vector over time + arrow.setDirection(new THREE.Vector3( + arrow.position.x + Math.sin(Date.now() * 0.001), + arrow.position.y + Math.cos(Date.now() * 0.001), + arrow.position.z + Math.sin(Date.now() * 0.001) + ).normalize()); + }); + + renderer.render(scene, camera); +} + +animate(); + +// Handle window resize +window.addEventListener('resize', () => { + renderer.setSize(window.innerWidth, window.innerHeight * 0.8); + camera.aspect = window.innerWidth / window.innerHeight * 0.8; + camera.updateProjectionMatrix(); +}); diff --git a/linear-algebra-with-python-book/scripts/perlin-noise-ball.js b/linear-algebra-with-python-book/scripts/perlin-noise-ball.js new file mode 100644 index 0000000..8ce5c54 --- /dev/null +++ b/linear-algebra-with-python-book/scripts/perlin-noise-ball.js @@ -0,0 +1,204 @@ +import * as THREE from 'https://cdn.jsdelivr.net/npm/three@v0.167.0/build/three.module.js'; +import { OrbitControls } from 'https://cdn.jsdelivr.net/npm/three@v0.167.0/examples/jsm/controls/OrbitControls.js'; +import { ImprovedNoise } from 'https://cdn.jsdelivr.net/npm/three@v0.167.0/examples/jsm/math/ImprovedNoise.js'; + +function initBlobAnimation(containerId) { + // Get the container element + const container = document.getElementById(containerId); + if (!container) { + console.error(`Element with id "${containerId}" not found`); + return; + } + + // Create the scene + let scene = new THREE.Scene(); + + // Create a camera + let camera = new THREE.PerspectiveCamera(75, container.clientWidth / container.clientHeight, 0.1, 1000); + camera.position.set(0, 2, 5); + + // Create a renderer + let renderer = new THREE.WebGLRenderer({ antialias: true }); + renderer.setSize(container.clientWidth, container.clientHeight); + container.appendChild(renderer.domElement); + + // Add orbit controls for mouse interaction + let controls = new OrbitControls(camera, renderer.domElement); + + // Create a geometry + let geometry = new THREE.SphereGeometry(2.3, 128, 128); + + // Create a shader material + const vertexShader = ` + varying vec3 vNormal; + varying vec3 vPosition; + uniform float time; + uniform float noiseScale; + uniform float burstTime; + uniform float burstStrength; + + + + // Improved Perlin Noise Function + vec3 mod289(vec3 x) { + return x - floor(x * (1.0 / 289.0)) * 289.0; + } + + vec4 mod289(vec4 x) { + return x - floor(x * (1.0 / 289.0)) * 289.0; + } + + vec4 permute(vec4 x) { + return mod289(((x*34.0)+1.0)*x); + } + + vec4 taylorInvSqrt(vec4 r) { + return 1.79284291400159 - 0.85373472095314 * r; + } + + float snoise(vec3 v) { + const vec2 C = vec2(1.0/6.0, 1.0/3.0) ; + const vec4 D = vec4(0.0, 0.5, 1.0, 2.0); + + // First corner + vec3 i = floor(v + dot(v, C.yyy) ); + vec3 x0 = v - i + dot(i, C.xxx) ; + + // Other corners + vec3 g = step(x0.yzx, x0.xyz); + vec3 l = 1.0 - g; + vec3 i1 = min( g.xyz, l.zxy ); + vec3 i2 = max( g.xyz, l.zxy ); + + // x0 = x0 - 0.0 + 0.0 * C.xxx; + // x1 = x0 - i1 + 1.0 * C.xxx; + // x2 = x0 - i2 + 2.0 * C.xxx; + // x3 = x0 - 1.0 + 3.0 * C.xxx; + vec3 x1 = x0 - i1 + C.xxx; + vec3 x2 = x0 - i2 + C.yyy; // 2.0*C.x = 1/3 = C.y + vec3 x3 = x0 - D.yyy; // -1.0+3.0*C.x = -0.5 = -D.y + + // Permutations + i = mod289(i); + vec4 p = permute( permute( permute( + i.z + vec4(0.0, i1.z, i2.z, 1.0 )) + + i.y + vec4(0.0, i1.y, i2.y, 1.0 )) + + i.x + vec4(0.0, i1.x, i2.x, 1.0 )); + + // Gradients: 7x7 points over a square, mapped onto an octahedron. + // The ring size 17*17 = 289 is close to a multiple of 49 (49*6 = 294) + float n_ = 0.142857142857; // 1.0/7.0 + vec3 ns = n_ * D.wyz - D.xzx; + + vec4 j = p - 49.0 * floor(p * ns.z * ns.z); // mod(p,7*7) + + vec4 x_ = floor(j * ns.z); + vec4 y_ = floor(j - 7.0 * x_ ); // mod(j,N) + + vec4 x = x_ *ns.x + ns.yyyy; + vec4 y = y_ *ns.x + ns.yyyy; + vec4 h = 1.0 - abs(x) - abs(y); + + vec4 b0 = vec4( x.xy, y.xy ); + vec4 b1 = vec4( x.zw, y.zw ); + + vec4 s0 = floor(b0)*2.0 + 1.0; + vec4 s1 = floor(b1)*2.0 + 1.0; + vec4 sh = -step(h, vec4(0.0)); + + vec4 a0 = b0.xzyw + s0.xzyw*sh.xxyy ; + vec4 a1 = b1.xzyw + s1.xzyw*sh.zzww ; + + vec3 p0 = vec3(a0.xy,h.x); + vec3 p1 = vec3(a0.zw,h.y); + vec3 p2 = vec3(a1.xy,h.z); + vec3 p3 = vec3(a1.zw,h.w); + + //Normalise gradients + vec4 norm = taylorInvSqrt(vec4(dot(p0,p0), dot(p1,p1), dot(p2,p2), dot(p3,p3))); + p0 *= norm.x; + p1 *= norm.y; + p2 *= norm.z; + p3 *= norm.w; + + // Mix final noise value + vec4 m = max(0.6 - vec4(dot(x0,x0), dot(x1,x1), dot(x2,x2), dot(x3,x3)), 0.0); + m = m * m; + return 42.0 * dot( m*m, vec4( dot(p0,x0), dot(p1,x1), dot(p2,x2), dot(p3,x3) ) ); + } + + void main() { + vNormal = normal; + vPosition = position; + + // Apply Perlin noise + float speed = 0.5; // Adjust this value to change the speed + vec3 newPosition = position + normal * snoise(position * noiseScale + time * speed) * 0.4; + gl_Position = projectionMatrix * modelViewMatrix * vec4(newPosition, 1.0); + } + `; + + const fragmentShader = ` + varying vec3 vNormal; + varying vec3 vPosition; + + void main() { + // Define the two colors + vec3 color1 = vec3(20.0 / 255.0, 181.0 / 255.0, 217.0 / 255.0); // #14B5D9 + vec3 color2 = vec3(189.0 / 255.0, 36.0 / 255.0, 155.0 / 255.0); // #BD249B + + // Calculate the interpolation factor + float h = 0.5 + 0.5 * vPosition.y; + + // Interpolate between the two colors + vec3 color = mix(color1, color2, h); + gl_FragColor = vec4(color, 1.0); + } + `; + + const uniforms = { + time: { value: 0.0 }, + noiseScale: { value: 1.5 } + }; + + const material = new THREE.ShaderMaterial({ + uniforms: uniforms, + vertexShader: vertexShader, + fragmentShader: fragmentShader, + wireframe: true + }); + + const mesh = new THREE.Mesh(geometry, material); + scene.add(mesh); + + // Add lighting + const ambientLight = new THREE.AmbientLight(0x404040); + scene.add(ambientLight); + + const directionalLight = new THREE.DirectionalLight(0xffffff, 1); + directionalLight.position.set(5, 10, 7.5).normalize(); + scene.add(directionalLight); + + // Handle window resize + window.addEventListener('resize', () => { + camera.aspect = container.clientWidth / container.clientHeight; + camera.updateProjectionMatrix(); + renderer.setSize(container.clientWidth, container.clientHeight); + }); + + // Animation loop + function animate() { + requestAnimationFrame(animate); + controls.update(); + + uniforms.time.value += 0.05; + renderer.render(scene, camera); + } + + animate(); +} + +// Initialize the visualization +document.addEventListener('DOMContentLoaded', function () { + initBlobAnimation('title-page-animation'); +}); \ No newline at end of file From d9d32b44ccea2e499dd93b6279ea17e94b8cffa3 Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Mon, 12 Aug 2024 22:23:05 +0200 Subject: [PATCH 23/64] change --- applets/p5js/joukowsky/intro.html | 0 content/css/fonts/LM-bold.woff2 | Bin 33548 -> 0 bytes content/css/fonts/LM-italic.woff2 | Bin 39148 -> 0 bytes content/css/fonts/LM-regular.woff2 | Bin 33664 -> 0 bytes content/css/style.css | 1562 ----------------- content/js/prism.js | 607 ------- content/js/script.js | 341 ---- images/acds-logo.png | Bin 41420 -> 0 bytes index.html | 893 ++++------ 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- position: fixed; - z-index: 9998; - padding-top: 70px; - left: 0; - top: 0; - width: 100%; - height: 100%; - overflow: auto; - background-color: #000; - background-color: rgba(0,0,0,.4) -} - -.modal-content { - position: relative; - background-color: #f2f2f2; - margin: auto; - padding: 0; - border: 1px solid #888; - width: 80%; - box-shadow: 0 4px 8px 0 rgba(0,0,0,.2),0 6px 20px 0 rgba(0,0,0,.19); - -webkit-animation-name: animatetop; - -webkit-animation-duration: .4s; - animation-name: animatetop; - animation-duration: .4s; - font-size: 18px; - line-height: normal; - color: #262626 -} - -.button-container { - position: relative; - display: flex; - flex-wrap: wrap; - justify-content: center; - align-items: center -} - -.button-container button { - margin-top: 10px; - margin-left: 7px; - margin-right: 7px; - margin-bottom: 3px -} - -#modal-link { - padding: 9px; - background-color: #d8d8d8; - border: 1px #d8d8d8; - border-radius: 8px; - font-weight: 700; - text-decoration: none!important -} - -#modal-link a { - text-decoration: none!important; - color: #000!important -} - -#modal-link a:hover { - color: rgba(4,112,162,.976)!important -} - -.modal a { - text-decoration: none!important; - color: #000!important -} - -.modal a:hover { - color: rgba(4,112,162,.976)!important -} - -@-webkit-keyframes animatetop { - from { - top: -300px; - opacity: 0 - } - - to { - top: 0; - opacity: 1 - } -} - -@keyframes animatetop { - from { - top: -300px; - opacity: 0 - } - - to { - top: 0; - opacity: 1 - } -} - -.close { - color: #fff; - float: right; - font-size: 48px; - font-weight: 700 -} - -.close:focus,.close:hover { - color: #000; - text-decoration: none; - cursor: pointer -} - -.modal-header { - padding: 2px 16px; - background-color: #595959; - color: rgba(247,247,247,.9529411765); - text-align: center; - font-size: 1.5em -} - -.modal-body { - padding: 2px 16px -} - -.modal-footer { - padding: 20px 20px 20px 20px; - background-color: #595959; - color: rgba(247,247,247,.9529411765); - text-align: center!important; - font-weight: 700 -} - -#toTop { - display: none; - position: fixed; - bottom: 20px; - right: 30px; - z-index: 99; - font-size: 1.2em; - font-weight: 700; - border: none; - outline: 0; - background-color: rgba(145,145,145,.567); - color: #ededed; - cursor: pointer; - width: 50px; - height: 50px; - line-height: 40px; - text-align: center; - padding: 0; - border-radius: 50% -} - -#toTop:hover { - background-color: #747474 -} - -.alpha-list { - list-style-type: none; - counter-reset: list-counter -} - -.alpha-list li { - counter-increment: list-counter -} - -.alpha-list li:before { - content: "(" counter(list-counter,lower-alpha) ") " -} - -.roman-list { - list-style-type: none; - counter-reset: list-counter -} - -.roman-list li { - counter-increment: list-counter -} - -.roman-list li:before { - content: "(" counter(list-counter,lower-roman) ") " -} - -.bbtex-list { - list-style-type: none; - counter-reset: list-counter; - margin-left: 0; - padding-left: 0 -} - -.bbtex-list li { - text-align: justify; - counter-increment: list-counter; - display: block; - margin-left: 3.5em; - margin-right: 2em -} - -.bbtex-list li:before { - content: "[" counter(list-counter,decimal) "]. "; - display: inline-block; - text-align: right; - width: 3em; - padding-right: .5em; - margin-left: -3em -} - -#licence-link { - text-decoration: none; - font-size: .9em -} - -.w3-panel { - padding: .01em 16px -} - -.w3-panel { - margin-top: 16px; - margin-bottom: 16px -} - -.w3-panel:after,.w3-panel:before { - content: ""; - display: table; - clear: both -} - -.w3-leftbar { - border-left: 6px solid #ccc!important -} - -.w3-right { - float: right!important -} - -.figure-container { - display: flex; - margin-top: 10px -} - -.figure-container figure { - flex: 1; - margin: 0 10px; - text-align: center -} - -.figure-container figure img { - max-width: 100%; - height: auto -} - -.figure-container figure figcaption { - margin-top: 8px -} - -.ggbElement { - display: block; - display: block; - margin-left: auto; - margin-right: auto; - margin-top: 10px -} - -#tableOfContents h3 { - margin-top: 30px -} - -#tableOfContents ul { - line-height: 28px; - margin-top: -10px -} - -#iframeContainer { - overflow: hidden -} - -@media print { - * { - color: #000; - background-color: #fff - } - - #center-link,#dark-mode-toggle,#donate,#fixed-bar,#footer-elements,#left-link,#right-link,.nextPage,.toc-chapter { - display: none - } - - #toTop { - display: none!important - } - - body { - width: 95%; - margin: 0; - padding: 10px 10px 20px 50px - } - - label.sidenote-toggle:not(.sidenote-number) { - display: inline - } - - .sidenote { - display: none - } - - .sidenote-toggle+.sidenote { - display: block; - margin: .5rem 1.25rem 1rem .5rem; - float: left; - left: 1rem; - clear: both; - width: 95% - } -} - -/*! - * LaTeX prism.css (https://latex.now.sh/#syntax-highlighting) - * Based on the default prism.js theme for JavaScript, CSS and HTML by Lea Verou - * - * Source: https://github.com/vincentdoerig/latex-css/tree/master/prism - * Licensed under MIT (https://github.com/vincentdoerig/latex-css/blob/master/LICENSE) -*/ -:root { - --bg-color: #F0F0F0; - --color: black; - --token-teal: #407f80; - --token-black: #000000; - --token-grey: #666666; - --token-green: #007f00; - --token-lime: #7d8f29; - --token-brown: #9a6e3a; - --token-red: #ba2121; - --token-fuchsia: #dd4a68; - --token-orange: #e90; - --token-pink: #BA6687 -} - -.latex-dark { - --bg-color: #2d2d2d; - --color: #ccc; - --token-teal: #90D0D0; - --token-black: #ccc; - --token-grey: #999; - --token-green: #51B53F; - --token-lime: #B4C55D; - --token-brown: #D3A26B; - --token-red: #FA5E4F; - --token-fuchsia: #FF839B; - --token-orange: #FFCF4C; - --token-pink: #F49BBC -} - -@media (prefers-color-scheme: dark) { - .latex-dark-auto { - --bg-color:#2d2d2d; - --color: #ccc; - --token-teal: #90D0D0; - --token-black: #ccc; - --token-grey: #999; - --token-green: #51B53F; - --token-lime: #B4C55D; - --token-brown: #D3A26B; - --token-red: #FA5E4F; - --token-fuchsia: #FF839B; - --token-orange: #FFCF4C; - --token-pink: #F49BBC - } -} - -code[class*=language-],pre[class*=language-] { - color: var(--color); - background: 0 0; - text-align: left; - white-space: pre; - word-spacing: normal; - word-break: normal; - word-wrap: normal; - line-height: 1.5; - -moz-tab-size: 4; - -o-tab-size: 4; - tab-size: 4; - -webkit-hyphens: none; - -moz-hyphens: none; - -ms-hyphens: none; - hyphens: none -} - -pre[class*=language-] { - padding: 1em; - overflow: auto -} - -pre[class*=language-] { - background: var(--bg-color) -} - -:not(pre)>code[class*=language-] { - padding: .1em; - border-radius: .3em; - white-space: normal -} - -.token.cdata,.token.comment,.token.doctype,.token.prolog { - color: var(--token-teal) -} - -.token.constant,.token.punctuation { - color: var(--token-black) -} - -.token.number,.token.operator,.token.punctuation.attr-equals { - color: var(--token-grey) -} - -.token.namespace { - opacity: .7 -} - -.token.boolean,.token.deleted,.token.keyword,.token.property,.token.symbol,.token.tag { - color: var(--token-green) -} - -.token.attr-name,.token.builtin,.token.char,.token.inserted,.token.selector { - color: var(--token-lime) -} - -.language-css .token.string,.style .token.string,.token.entity,.token.url { - color: var(--token-brown) -} - -.token.atrule,.token.attr-value,.token.attr-value .punctuation:not(.attr-equals),.token.string { - color: var(--token-red) -} - -.token.class-name { - color: var(--token-fuchsia) -} - -.token.important,.token.variable { - color: var(--token-orange) -} - -.token.regex { - color: var(--token-pink) -} - -.token.bold,.token.important { - font-weight: 700 -} - -.token.italic { - font-style: italic -} - -.token.entity { - cursor: help -} diff --git a/content/js/prism.js b/content/js/prism.js deleted file mode 100644 index 5ba7c27..0000000 --- a/content/js/prism.js +++ /dev/null @@ -1,607 +0,0 @@ -var _self = "undefined" != typeof window ? window : "undefined" != typeof WorkerGlobalScope && self instanceof WorkerGlobalScope ? self : {} - , Prism = function(o) { - var e, n, u = /\blang(?:uage)?-([\w-]+)\b/i, a = 0, T = { - manual: o.Prism && o.Prism.manual, - disableWorkerMessageHandler: o.Prism && o.Prism.disableWorkerMessageHandler, - util: { - encode: function e(n) { - return n instanceof D ? new D(n.type,e(n.content),n.alias) : Array.isArray(n) ? n.map(e) : n.replace(/&/g, "&").replace(/= i.reach); v += b.value.length, - b = b.next) { - var F = b.value; - if (a.length > n.length) - return; - if (!(F instanceof D)) { - var k = 1; - if (m && b != a.tail.prev) { - if (y.lastIndex = v, - !($ = y.exec(n))) - break; - var x = $.index + (p && $[1] ? $[1].length : 0) - , w = $.index + $[0].length - , A = v; - for (A += b.value.length; A <= x; ) - A += (b = b.next).value.length; - if (v = A -= b.value.length, - b.value instanceof D) - continue; - for (var P = b; P !== a.tail && (A < w || "string" == typeof P.value); P = P.next) - k++, - A += P.value.length; - k--, - F = n.slice(v, A), - $.index -= v - } else { - y.lastIndex = 0; - var $ = y.exec(F) - } - if ($) { - p && (f = $[1] ? $[1].length : 0); - for (var x = $.index + f, _ = $[0].slice(f), w = x + _.length, S = F.slice(0, x), j = F.slice(w), F = v + F.length, E = (i && F > i.reach && (i.reach = F), - b.prev), O = (S && (E = I(a, E, S), - v += S.length), - N = C = z = S = O = void 0, - a), S = E, z = k, C = S.next, N = 0; N < z && C !== O.tail; N++) - C = C.next; - (S.next = C).prev = S, - O.length -= N; - b = I(a, E, new D(l,d ? T.tokenize(_, d) : _,h,_)); - j && I(a, b, j), - 1 < k && e(n, a, t, b.prev, v, { - cause: l + "," + u, - reach: F - }) - } - } - } - } - }(e, r, n, r.head, 0), - r), i = [], l = s.head.next; l !== s.tail; ) - i.push(l.value), - l = l.next; - return i - }, - hooks: { - all: {}, - add: function(e, n) { - var a = T.hooks.all; - a[e] = a[e] || [], - a[e].push(n) - }, - run: function(e, n) { - var a = T.hooks.all[e]; - if (a && a.length) - for (var t, r = 0; t = a[r++]; ) - t(n) - } - }, - Token: D - }; - function D(e, n, a, t) { - this.type = e, - this.content = n, - this.alias = a, - this.length = 0 | (t || "").length - } - function g() { - var e = { - value: null, - prev: null, - next: null - } - , n = { - value: null, - prev: e, - next: null - }; - e.next = n, - this.head = e, - this.tail = n, - this.length = 0 - } - function I(e, n, a) { - var t = n.next - , a = { - value: a, - prev: n, - next: t - }; - return n.next = a, - t.prev = a, - e.length++, - a - } - return (o.Prism = T, - D.stringify = function n(e, a) { - if ("string" == typeof e) - return e; - var t; - if (Array.isArray(e)) - return t = "", - e.forEach(function(e) { - t += n(e, a) - }), - t; - var r, s = { - type: e.type, - content: n(e.content, a), - tag: "span", - classes: ["token", e.type], - attributes: {}, - language: a - }, e = e.alias, i = (e && (Array.isArray(e) ? Array.prototype.push.apply(s.classes, e) : s.classes.push(e)), - T.hooks.run("wrap", s), - ""); - for (r in s.attributes) - i += " " + r + '="' + (s.attributes[r] || "").replace(/"/g, """) + '"'; - return "<" + s.tag + ' class="' + s.classes.join(" ") + '"' + i + ">" + s.content + "" - } - , - o.document) ? ((e = T.util.currentScript()) && (T.filename = e.src, - e.hasAttribute("data-manual")) && (T.manual = !0), - T.manual || ("loading" === (n = document.readyState) || "interactive" === n && e && e.defer ? document.addEventListener("DOMContentLoaded", t) : window.requestAnimationFrame ? window.requestAnimationFrame(t) : window.setTimeout(t, 16))) : o.addEventListener && !T.disableWorkerMessageHandler && o.addEventListener("message", function(e) { - var e = JSON.parse(e.data) - , n = e.language - , a = e.code - , e = e.immediateClose; - o.postMessage(T.highlight(a, T.languages[n], n)), - e && o.close() - }, !1), - T; - function t() { - T.manual || T.highlightAll() - } -}(_self); -"undefined" != typeof module && module.exports && (module.exports = Prism), -"undefined" != typeof global && (global.Prism = Prism), -Prism.languages.markup = { - comment: //, - prolog: /<\?[\s\S]+?\?>/, - doctype: { - pattern: /"'[\]]|"[^"]*"|'[^']*')+(?:\[(?:[^<"'\]]|"[^"]*"|'[^']*'|<(?!!--)|)*\]\s*)?>/i, - greedy: !0, - inside: { - "internal-subset": { - pattern: /(\[)[\s\S]+(?=\]>$)/, - lookbehind: !0, - greedy: !0, - inside: null - }, - string: { - pattern: /"[^"]*"|'[^']*'/, - greedy: !0 - }, - punctuation: /^$|[[\]]/, - "doctype-tag": /^DOCTYPE/, - name: /[^\s<>'"]+/ - } - }, - cdata: //i, - tag: { - pattern: /<\/?(?!\d)[^\s>\/=$<%]+(?:\s(?:\s*[^\s>\/=]+(?:\s*=\s*(?:"[^"]*"|'[^']*'|[^\s'">=]+(?=[\s>]))|(?=[\s/>])))+)?\s*\/?>/, - greedy: !0, - inside: { - tag: { - pattern: /^<\/?[^\s>\/]+/, - inside: { - punctuation: /^<\/?/, - namespace: /^[^\s>\/:]+:/ - } - }, - "attr-value": { - pattern: /=\s*(?:"[^"]*"|'[^']*'|[^\s'">=]+)/, - inside: { - punctuation: [{ - pattern: /^=/, - alias: "attr-equals" - }, /"|'/] - } - }, - punctuation: /\/?>/, - "attr-name": { - pattern: /[^\s>\/]+/, - inside: { - namespace: /^[^\s>\/:]+:/ - } - } - } - }, - entity: [{ - pattern: /&[\da-z]{1,8};/i, - alias: "named-entity" - }, /&#x?[\da-f]{1,8};/i] -}, -Prism.languages.markup.tag.inside["attr-value"].inside.entity = Prism.languages.markup.entity, -Prism.languages.markup.doctype.inside["internal-subset"].inside = Prism.languages.markup, -Prism.hooks.add("wrap", function(e) { - "entity" === e.type && (e.attributes.title = e.content.replace(/&/, "&")) -}), -Object.defineProperty(Prism.languages.markup.tag, "addInlined", { - value: function(e, n) { - var a = {} - , a = (a["language-" + n] = { - pattern: /(^$)/i, - lookbehind: !0, - inside: Prism.languages[n] - }, - a.cdata = /^$/i, - { - "included-cdata": { - pattern: //i, - inside: a - } - }) - , n = (a["language-" + n] = { - pattern: /[\s\S]+/, - inside: Prism.languages[n] - }, - {}); - n[e] = { - pattern: RegExp("(<__[^]*?>)(?:))*\\]\\]>|(?!)".replace(/__/g, function() { - return e - }), "i"), - lookbehind: !0, - greedy: !0, - inside: a - }, - Prism.languages.insertBefore("markup", "cdata", n) - } -}), -Prism.languages.html = Prism.languages.markup, -Prism.languages.mathml = Prism.languages.markup, -Prism.languages.svg = Prism.languages.markup, -Prism.languages.xml = Prism.languages.extend("markup", {}), -Prism.languages.ssml = Prism.languages.xml, -Prism.languages.atom = Prism.languages.xml, -Prism.languages.rss = Prism.languages.xml, -function(e) { - var n = /("|')(?:\\(?:\r\n|[\s\S])|(?!\1)[^\\\r\n])*\1/ - , n = (e.languages.css = { - comment: /\/\*[\s\S]*?\*\//, - atrule: { - pattern: /@[\w-]+[\s\S]*?(?:;|(?=\s*\{))/, - inside: { - rule: /^@[\w-]+/, - "selector-function-argument": { - pattern: /(\bselector\s*\((?!\s*\))\s*)(?:[^()]|\((?:[^()]|\([^()]*\))*\))+?(?=\s*\))/, - lookbehind: !0, - alias: "selector" - }, - keyword: { - pattern: /(^|[^\w-])(?:and|not|only|or)(?![\w-])/, - lookbehind: !0 - } - } - }, - url: { - pattern: RegExp("\\burl\\((?:" + n.source + "|(?:[^\\\\\r\n()\"']|\\\\[^])*)\\)", "i"), - greedy: !0, - inside: { - function: /^url/i, - punctuation: /^\(|\)$/, - string: { - pattern: RegExp("^" + n.source + "$"), - alias: "url" - } - } - }, - selector: RegExp("[^{}\\s](?:[^{};\"']|" + n.source + ")*?(?=\\s*\\{)"), - string: { - pattern: n, - greedy: !0 - }, - property: /[-_a-z\xA0-\uFFFF][-\w\xA0-\uFFFF]*(?=\s*:)/i, - important: /!important\b/i, - function: /[-a-z0-9]+(?=\()/i, - punctuation: /[(){};:,]/ - }, - e.languages.css.atrule.inside.rest = e.languages.css, - e.languages.markup); - n && (n.tag.addInlined("style", "css"), - e.languages.insertBefore("inside", "attr-value", { - "style-attr": { - pattern: /\s*style=("|')(?:\\[\s\S]|(?!\1)[^\\])*\1/i, - inside: { - "attr-name": { - pattern: /^\s*style/i, - inside: n.tag.inside - }, - punctuation: /^\s*=\s*['"]|['"]\s*$/, - "attr-value": { - pattern: /.+/i, - inside: e.languages.css - } - }, - alias: "language-css" - } - }, n.tag)) -}(Prism), -Prism.languages.clike = { - comment: [{ - pattern: /(^|[^\\])\/\*[\s\S]*?(?:\*\/|$)/, - lookbehind: !0 - }, { - pattern: /(^|[^\\:])\/\/.*/, - lookbehind: !0, - greedy: !0 - }], - string: { - pattern: /(["'])(?:\\(?:\r\n|[\s\S])|(?!\1)[^\\\r\n])*\1/, - greedy: !0 - }, - "class-name": { - pattern: /(\b(?:class|interface|extends|implements|trait|instanceof|new)\s+|\bcatch\s+\()[\w.\\]+/i, - lookbehind: !0, - inside: { - punctuation: /[.\\]/ - } - }, - keyword: /\b(?:if|else|while|do|for|return|in|instanceof|function|new|try|throw|catch|finally|null|break|continue)\b/, - boolean: /\b(?:true|false)\b/, - function: /\w+(?=\()/, - number: /\b0x[\da-f]+\b|(?:\b\d+\.?\d*|\B\.\d+)(?:e[+-]?\d+)?/i, - operator: /[<>]=?|[!=]=?=?|--?|\+\+?|&&?|\|\|?|[?*/~^%]/, - punctuation: /[{}[\];(),.:]/ -}, -Prism.languages.javascript = Prism.languages.extend("clike", { - "class-name": [Prism.languages.clike["class-name"], { - pattern: /(^|[^$\w\xA0-\uFFFF])[_$A-Z\xA0-\uFFFF][$\w\xA0-\uFFFF]*(?=\.(?:prototype|constructor))/, - lookbehind: !0 - }], - keyword: [{ - pattern: /((?:^|})\s*)(?:catch|finally)\b/, - lookbehind: !0 - }, { - pattern: /(^|[^.]|\.\.\.\s*)\b(?:as|async(?=\s*(?:function\b|\(|[$\w\xA0-\uFFFF]|$))|await|break|case|class|const|continue|debugger|default|delete|do|else|enum|export|extends|for|from|function|(?:get|set)(?=\s*[\[$\w\xA0-\uFFFF])|if|implements|import|in|instanceof|interface|let|new|null|of|package|private|protected|public|return|static|super|switch|this|throw|try|typeof|undefined|var|void|while|with|yield)\b/, - lookbehind: !0 - }], - number: /\b(?:(?:0[xX](?:[\dA-Fa-f](?:_[\dA-Fa-f])?)+|0[bB](?:[01](?:_[01])?)+|0[oO](?:[0-7](?:_[0-7])?)+)n?|(?:\d(?:_\d)?)+n|NaN|Infinity)\b|(?:\b(?:\d(?:_\d)?)+\.?(?:\d(?:_\d)?)*|\B\.(?:\d(?:_\d)?)+)(?:[Ee][+-]?(?:\d(?:_\d)?)+)?/, - function: /#?[_$a-zA-Z\xA0-\uFFFF][$\w\xA0-\uFFFF]*(?=\s*(?:\.\s*(?:apply|bind|call)\s*)?\()/, - operator: /--|\+\+|\*\*=?|=>|&&=?|\|\|=?|[!=]==|<<=?|>>>?=?|[-+*/%&|^!=<>]=?|\.{3}|\?\?=?|\?\.?|[~:]/ -}), -Prism.languages.javascript["class-name"][0].pattern = /(\b(?:class|interface|extends|implements|instanceof|new)\s+)[\w.\\]+/, -Prism.languages.insertBefore("javascript", "keyword", { - regex: { - pattern: /((?:^|[^$\w\xA0-\uFFFF."'\])\s]|\b(?:return|yield))\s*)\/(?:\[(?:[^\]\\\r\n]|\\.)*]|\\.|[^/\\\[\r\n])+\/[gimyus]{0,6}(?=(?:\s|\/\*(?:[^*]|\*(?!\/))*\*\/)*(?:$|[\r\n,.;:})\]]|\/\/))/, - lookbehind: !0, - greedy: !0, - inside: { - "regex-source": { - pattern: /^(\/)[\s\S]+(?=\/[a-z]*$)/, - lookbehind: !0, - alias: "language-regex", - inside: Prism.languages.regex - }, - "regex-flags": /[a-z]+$/, - "regex-delimiter": /^\/|\/$/ - } - }, - "function-variable": { - pattern: /#?[_$a-zA-Z\xA0-\uFFFF][$\w\xA0-\uFFFF]*(?=\s*[=:]\s*(?:async\s*)?(?:\bfunction\b|(?:\((?:[^()]|\([^()]*\))*\)|[_$a-zA-Z\xA0-\uFFFF][$\w\xA0-\uFFFF]*)\s*=>))/, - alias: "function" - }, - parameter: [{ - pattern: /(function(?:\s+[_$A-Za-z\xA0-\uFFFF][$\w\xA0-\uFFFF]*)?\s*\(\s*)(?!\s)(?:[^()]|\([^()]*\))+?(?=\s*\))/, - lookbehind: !0, - inside: Prism.languages.javascript - }, { - pattern: /[_$a-z\xA0-\uFFFF][$\w\xA0-\uFFFF]*(?=\s*=>)/i, - inside: Prism.languages.javascript - }, { - pattern: /(\(\s*)(?!\s)(?:[^()]|\([^()]*\))+?(?=\s*\)\s*=>)/, - lookbehind: !0, - inside: Prism.languages.javascript - }, { - pattern: /((?:\b|\s|^)(?!(?:as|async|await|break|case|catch|class|const|continue|debugger|default|delete|do|else|enum|export|extends|finally|for|from|function|get|if|implements|import|in|instanceof|interface|let|new|null|of|package|private|protected|public|return|set|static|super|switch|this|throw|try|typeof|undefined|var|void|while|with|yield)(?![$\w\xA0-\uFFFF]))(?:[_$A-Za-z\xA0-\uFFFF][$\w\xA0-\uFFFF]*\s*)\(\s*|\]\s*\(\s*)(?!\s)(?:[^()]|\([^()]*\))+?(?=\s*\)\s*\{)/, - lookbehind: !0, - inside: Prism.languages.javascript - }], - constant: /\b[A-Z](?:[A-Z_]|\dx?)*\b/ -}), -Prism.languages.insertBefore("javascript", "string", { - "template-string": { - pattern: /`(?:\\[\s\S]|\${(?:[^{}]|{(?:[^{}]|{[^}]*})*})+}|(?!\${)[^\\`])*`/, - greedy: !0, - inside: { - "template-punctuation": { - pattern: /^`|`$/, - alias: "string" - }, - interpolation: { - pattern: /((?:^|[^\\])(?:\\{2})*)\${(?:[^{}]|{(?:[^{}]|{[^}]*})*})+}/, - lookbehind: !0, - inside: { - "interpolation-punctuation": { - pattern: /^\${|}$/, - alias: "punctuation" - }, - rest: Prism.languages.javascript - } - }, - string: /[\s\S]+/ - } - } -}), -Prism.languages.markup && Prism.languages.markup.tag.addInlined("script", "javascript"), -Prism.languages.js = Prism.languages.javascript; diff --git a/content/js/script.js b/content/js/script.js deleted file mode 100644 index 2dee1fd..0000000 --- a/content/js/script.js +++ /dev/null @@ -1,341 +0,0 @@ -/*! - * Interaction for online textbook. - * by Juan Carlos Ponce Campuzano 7/Feb/2024 - * Updated: 22/Feb/2024 - * License: CC BY-NC-SA 4.0 DEED - * Attribution-NonCommercial-ShareAlike 4.0 International - * https://creativecommons.org/licenses/by-nc-sa/4.0/?ref=chooser-v1 -*/ - -/* - Content: - * - Dark mode - * - Modal - * - Include HTML - * - Scroll up to "id" tags for hyperlinks - * - To top button - * - Navigation bar interaction -*/ - -/*---------------------------------------------------------------*/ -/* Dark mode function */ -const darkModeToggle = document.getElementById('dark-mode-toggle') -darkModeToggle.addEventListener('click', () => { - document.body.classList.toggle('latex-dark'); -}); - -/* -let darkModeIcon = document.getElementById("dark-mode-toggle"); -if (window.matchMedia && window.matchMedia('(prefers-color-scheme: dark)').matches) { - document.body.classList.add('latex-dark'); - darkModeIcon.innerHTML = ''; -} else { - darkModeIcon.innerHTML = ''; -}*/ - -// Function to replace text for Dark mode -function toggleMode() { - // Get the element containing the text - var element = document.getElementById("dark-mode-toggle"); - - // Toggle between "text01" and "text02" - if (element.innerHTML.trim() === '') { - element.innerHTML = ''; - localStorage.setItem('mode', 'light'); - } else { - element.innerHTML = ''; - localStorage.setItem('mode', 'dark'); - } -} - -// Function to load mode from local storage -function loadMode() { - var element = document.getElementById("dark-mode-toggle"); - var mode = localStorage.getItem('mode'); - - if (mode === 'light') { - element.innerHTML = ''; - } else if (mode == 'dark') { - element.innerHTML = ''; - document.body.classList.add('latex-dark'); - } else { - if (window.matchMedia && window.matchMedia('(prefers-color-scheme: dark)').matches) { - document.body.classList.add('latex-dark'); - element.innerHTML = ''; - } else { - element.innerHTML = ''; - } - } -} - -// Add event listener for mouse click -document.getElementById("dark-mode-toggle").addEventListener("click", toggleMode); - -// Load the mode when the page loads -window.onload = loadMode; - -/*---------------------------------------------------------------*/ - - -/*---------------------------------------------------------------*/ -/* The following is to scroll up to the "id" tag for hyperlinks */ -// Function to handle smooth scrolling with offset - -function scrollToElementWithOffset(selector, offset) { - var target = document.querySelector(selector); - if (target) { - var targetPosition = target.getBoundingClientRect().top + window.scrollY - offset; // pageYOffset is deprecated :( - window.scrollTo({ - top: targetPosition, - behavior: 'smooth' - }); - } -} - -// Adding event listeners to all links with the class 'scroll-link' -var links = document.querySelectorAll('a[href^="#"]'); -links.forEach(function (link) { - link.addEventListener('click', function (event) { - event.preventDefault(); - var targetId = this.getAttribute('href'); - scrollToElementWithOffset(targetId, 50); // 50px offset, I want it below the navbar - }); -}); - -/*---------------------------------------------------------------*/ - - -/*---------------------------------------------------------------*/ -/* Button to the top */ -// Get the button - -let mybutton = document.getElementById("toTop"); -//let prevScrollpos = window.scrollY; - -window.onscroll = function () { scrollFunction() }; - -// When the user scrolls down 500px from the top of the document, show the button -function scrollFunction() { - //let currentScrollPos = window.scrollY; - //if (prevScrollpos > currentScrollPos) { - mybutton.style.display = "none"; - //} else { - if (document.body.scrollTop > 500 || document.documentElement.scrollTop > 500) { - mybutton.style.display = "block"; - } - //} - //prevScrollpos = currentScrollPos; -} - -// When the user clicks on the button, scroll to the top of the document -function topFunction() { - let tocLinks = document.querySelectorAll('.toc-chapter a'); - tocLinks.forEach((link) => { - //link.classList.remove('active'); - link.classList.remove('highlight'); - }); - document.body.scrollTop = 0; - document.documentElement.scrollTop = 0; -} - -/*---------------------------------------------------------------*/ - - -/*---------------------------------------------------------------*/ -/* Interaction with the fixed navbar on the top */ -/* left-link right-link */ -const leftLink = document.getElementById('prev-link'); -const rightLink = document.getElementById('next-link'); -const centerLink = document.getElementById('center-link'); - -// Function to handle hover events for links -function handleLinkHover(event, originalSelector, hoverSelector) { - // Find the original and hover content elements - const contentOriginal = centerLink.querySelector(originalSelector); - const contentHover = centerLink.querySelector(hoverSelector); - - // Check if the content elements exist before manipulating them - if (contentOriginal && contentHover) { - // Toggle display based on event type - if (event.type === 'mouseenter') { - contentOriginal.style.display = 'none'; - contentHover.style.display = 'inline'; - } else if (event.type === 'mouseleave') { - contentOriginal.style.display = 'inline'; - contentHover.style.display = 'none'; - } - } -} - -// Add event listeners only if the elements exist -if (leftLink) { - leftLink.addEventListener('mouseenter', (event) => { - handleLinkHover(event, '.content-original', '.content-hover-previous'); - }); - - leftLink.addEventListener('mouseleave', (event) => { - handleLinkHover(event, '.content-original', '.content-hover-previous'); - }); -} - -if (rightLink) { - rightLink.addEventListener('mouseenter', (event) => { - handleLinkHover(event, '.content-original', '.content-hover-next'); - }); - - rightLink.addEventListener('mouseleave', (event) => { - handleLinkHover(event, '.content-original', '.content-hover-next'); - }); -} - -if (centerLink) { - centerLink.addEventListener('mouseenter', (event) => { - // When hovering on center link, show general hover content - handleLinkHover(event, '.content-original', '.content-hover'); - }); - - centerLink.addEventListener('mouseleave', (event) => { - // When leaving center link, show original content - handleLinkHover(event, '.content-original', '.content-hover'); - }); -} - -/*---------------------------------------------------------------*/ - - -/*---------------------------------------------------------------*/ -// Toc for each chapter - -window.addEventListener('scroll', function () { - let sections = document.querySelectorAll('div[id^="section"]'); - let tocLinks = document.querySelectorAll('.toc-chapter a'); - let scrollPosition = window.scrollY; - - sections.forEach((section, index) => { - let sectionTop = section.offsetTop - 100; // Adjust as needed - let sectionBottom = sectionTop + section.clientHeight; - - if (scrollPosition >= sectionTop && scrollPosition < sectionBottom) { - tocLinks.forEach((link) => { - //link.classList.remove('active'); - link.classList.remove('highlight'); - }); - //tocLinks[index].classList.add('active'); - tocLinks[index].classList.add('highlight'); - } - }); -}); - -/*---------------------------------------------------------------*/ - - -/*---------------------------------------------------------------*/ -/* - I need the following code to show - modal for the "support message" -*/ -// Get the modal -let modal = document.getElementById("myModal"); - -// Get the element that closes the modal -let span = document.getElementsByClassName("close")[0]; - -// When the user clicks the button, open the modal -//btn.onclick = function() { -// modal.style.display = "block"; -//} - -function showMessage() { - modal.style.display = "block"; -} - -// When the user clicks on (x), close the modal -span.onclick = function () { - modal.style.display = "none"; - clearInterval(myInterval); -} - -// When the user clicks anywhere outside of the modal, close it -window.onclick = function (event) { - if (event.target == modal) { - modal.style.display = "none"; - clearInterval(myInterval); - } - -} - -let myInterval = setInterval(function () { - showMessage(); -}, 60000); -// 3000 3 seconds -// 8000 8 seconds -// 30000 30 seconds -// 60000 1 min -// 120000 2 min -// 300000 5 mins -// 600000 10 mins -// 1200000 20 mins -// 1800000 30 mins - -/*---------------------------------------------------------------*/ - - -/*--------------- Stop scrolling on iframes ---------------------*/ -var iframeContainers = document.querySelectorAll('.iframeContainer'); - -// Add event listeners for mouse entering and leaving each iframe -iframeContainers.forEach(function (container) { - container.addEventListener('mouseenter', function () { - // Hide overflow of the body when mouse enters iframe area - document.body.style.overflow = 'hidden'; - }); - - container.addEventListener('mouseleave', function () { - // Show overflow of the body when mouse leaves iframe area - document.body.style.overflow = 'auto'; - }); -}); -/*---------------------------------------------------------------*/ - - -/*---------------------------------------------------------------*/ -/* - The follwing function is to include an HTML file in the slides - Source: https://www.w3schools.com/howto/howto_html_include.asp -*/ -function includeHTML() { - let z, i, elmnt, file, xhttp; - /*loop through a collection of all HTML elements:*/ - z = document.getElementsByTagName("*"); - for (i = 0; i < z.length; i++) { - elmnt = z[i]; - /*search for elements with a certain atrribute:*/ - file = elmnt.getAttribute("w3-include-html"); - if (file) { - /*make an HTTP request using the attribute value as the file name:*/ - xhttp = new XMLHttpRequest(); - xhttp.onreadystatechange = function () { - if (this.readyState == 4) { - if (this.status == 200) { - elmnt.innerHTML = this.responseText; - } - if (this.status == 404) { - elmnt.innerHTML = "Page not found."; - } - /*remove the attribute, and call this function once more:*/ - elmnt.removeAttribute("w3-include-html"); - includeHTML(); - } - } - xhttp.open("GET", file, true); - xhttp.send(); - /*exit the function:*/ - return; - } - } -}; - -// Finally call this funciton to include HTML -includeHTML(); - -/*---------------------------------------------------------------*/ \ No newline at end of file diff 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- -
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- -

Linear Algeba With Python -

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- An Analytical and Computational Visual Guide -

- -

Weijie Chen
- - Updated on - +
+ +

+ +
+

+ +
+
+ +

Linear Algeba With Python +

+

+ An Analytical + and Computational Visual Guide +

+ +

Weijie Chen
+ + Updated on + - -
- - - -

- -

Weijie Chen
- -
- - - -

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+
+ + + +

+
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+
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+ + + +
+ +
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+ +
+ +
+

+ +
+
+ +

Linear Algeba With Python +

+

+ An Analytical and Computational Visual Guide +

+ +

Weijie Chen
+ + Updated on + + +
+ + + +

+ +

Weijie Chen
+ +
+ + + +

+
+ +
+ +
+ +
+ +
+ +
+
+ + + +

The study of complex analysis is important for + students in engineering and the + physical sciences and is a central subject in + mathematics. In addition to being + mathematically elegant, complex analysis provides + powerful tools for solving + problems that are either very difficult or virtually + impossible to solve in any + other way.

+ +

In this book you will find examples, problems and + applets that allow you to explore complex analysis + by + using + the visual interactive power of the computer (or + tablet).

+ +

UPDATES! + There is a new design in celebration to the 5th + anniversary of this site. + I have also updated many of the JavaScript applets + for better performance. + Don't forget to join me in + Patreon + to get your complex functions gallery. +
+ A few of sections were added and updated: + Limits, + Integration + of complex functions + and Laurent + series, + Topology + of the complex plane and + Complex + differentiation. +
+ +
+ Recently, I started working in other projects to + create more online + interactive books. I already have a preview for Real + Analysis. + If you want to know more about it, check my + Patreon. +

+ +

Ready to get started? Skip ahead to the Table of + Contents. +

+ +
+ +

WHAT IT IS ABOUT

+ +

This book is an interactive introduction to the + theory and applications of complex functions + from a visual point of view. However, it does + not cover all the topics of a + standard course. In fact, it is a collection of + selected topics and interactive applets + that can be used as a supplementary learning + resource by anyone interested in learning + this fascinating branch of mathematics.

+ +

Some of the topics covered here are basic arithmetic + of complex numbers, complex functions, + Riemann surfaces, limits, derivatives, domain + coloring, analytic landscapes and + some applications of conformal mappings.

+ +

What distinguishes this online book from other + traditional texts in the first instance is the + use of interactive applets that allow you to explore + properties of complex numbers + geometrically and analyze complex functions by using + different techniques to visualize + them. For the design of applets I used the following + open-source softwares:

+ +
+ +
+ +

Although I advocate for the use of computers as an + aid to geometric reasoning, + I highly encourage you to practice your problem + solving skills by solving + the suggested exercises, or filling the missing + details, that you will + encounter throughout the sections.

+ +

Think of the computer as a physicist would his + laboratory. It may be used + to check existing ideas about our world, or as a + tool to discover new phenomena + which then poses new ideas or challenges for their + explanation. + Throughout the sections I have provided detailed + instructions (in some cases) + to explore concepts and relationships about complex + numbers using specific softwares, + nevertheless you must still keep in mind that + computer hardware and software + are ephemeral things in comparison with mathematical + ideas, which are timeless.

+ +

NOTE! If you're on a + mobile device, some of the applets might not work + super well for you. + They are designed for mouse input, so if you're + getting frustrated or your finger is in the way, try + the + site on a computer.

+ + + + +

+ This book was included in the + Australian Council + of Deans of Science's repository + as a teaching and assessment resource + to support online learning. +

+ +
+ +

ISSUES?

+

Of course, no project such as this can be free from + errors and incompleteness. + If you find applets that don't run correctly, or the + examples that aren't explained + quite right, or a typo, please + report + them at this + project's GitHub repository. + Thanks for your help! +

+ +
+ +

DESIGN CREDITS

+

+ The initial design of this site was inpired by the + fantastic book + Collision + Detection + written by Jeffrey Thompson. + The current version, released in 2024, was built + thanks to the following projects: +

+ + + +
+ +

SUPPORT + THIS PROJECT

+

If you like my work, you can support it using the + links below:

+ +
+ + + + + + + +
+ +

+ Thank you for your support! ❤️ +

+ +
+ +

NAVIGATION

+

OK, let's begin! Click the link at the bottom the + page, or the arrows at the top, to + move to the next chapter. The Complex + Analysis link at the top will + take you back to the Table of + Contents.

+ +
+
+ + +

Table of Contents

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Table of Contents

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+ +
+ + + [ + Home, + + Source, + Issues, + + + ] + + +
+ + + + + + + + +
+ + ISBN: 978-0-6485736-0-9 +
+ + © Juan + Carlos Ponce Campuzano + 2019- + + © J.C. Ponce Campuzano + 2019- + + + +
+ + + + + + + \ No newline at end of file diff --git a/linear-algebra-with-python-book/css/styles.css b/linear-algebra-with-python-book/css/styles.css index 42a1f48..a3d75d1 100644 --- a/linear-algebra-with-python-book/css/styles.css +++ b/linear-algebra-with-python-book/css/styles.css @@ -39,15 +39,23 @@ body { color: var(--text-color); } -#scene-container { +#title-page-container { width: 100%; - height: 80vh; + height: 60vh; + display: flex; + justify-content: center; + align-items: center; background-color: var(--bg-color); + position: relative; + top: -100px; /* Adjust this value to move the container up */ } #author-name { text-align: center; margin-top: 20px; + text-transform: uppercase; + position: relative; + top: -50px; /* Adjust this value to move the author name up */ } #author-name h1 { @@ -55,3 +63,12 @@ body { margin: 0; font-weight: normal; } + +.book-cover-title { + font-size: 2em; + font-weight: bold; + color: var(--text-color); + text-align: center; + position: relative; + top: -60px; /* Adjust this value to move the title up */ +} \ No newline at end of file diff --git a/linear-algebra-with-python-book/index.html b/linear-algebra-with-python-book/index.html index 117def3..f1f4c06 100644 --- a/linear-algebra-with-python-book/index.html +++ b/linear-algebra-with-python-book/index.html @@ -10,11 +10,18 @@ Linear Algebra With Python + -
+
+
+

Linear Algebra With Python

+
-

Weijie Chen

+

Weijie Chen

+
+
+
- - - - diff --git a/linear-algebra-with-python-book/scripts/cover-plot-1.js b/linear-algebra-with-python-book/scripts/cover-plot-1.js deleted file mode 100644 index 3bde8aa..0000000 --- a/linear-algebra-with-python-book/scripts/cover-plot-1.js +++ /dev/null @@ -1,145 +0,0 @@ -import * as THREE from 'https://cdn.jsdelivr.net/npm/three@v0.167.0/build/three.module.js'; -import { OrbitControls } from 'https://cdn.jsdelivr.net/npm/three@v0.167.0/examples/jsm/controls/OrbitControls.js'; - -// Get the container element -const container = document.getElementById('title-page-container'); - -// Create the scene -let scene = new THREE.Scene(); - -// Create a camera -let camera = new THREE.PerspectiveCamera(75, container.clientWidth / container.clientHeight, 0.1, 1000); -camera.position.set(0, 2, 5); - -// Create a renderer -let renderer = new THREE.WebGLRenderer({ antialias: true }); -renderer.setSize(container.clientWidth, container.clientHeight); -container.appendChild(renderer.domElement); - -// Add orbit controls for mouse interaction -let controls = new OrbitControls(camera, renderer.domElement); -controls.enableZoom = false; // Disable zooming with the mouse wheel -controls.enablePan = false; // Optional: Disable panning - -// Create a geometry -let geometry = new THREE.SphereGeometry(2.3, 128, 128); - -// Create a shader material -const vertexShader = ` - varying vec3 vNormal; - varying vec3 vPosition; - uniform float time; - uniform float noiseScale; - - // Improved Perlin Noise Function - vec3 mod289(vec3 x) { return x - floor(x * (1.0 / 289.0)) * 289.0; } - vec4 mod289(vec4 x) { return x - floor(x * (1.0 / 289.0)) * 289.0; } - vec4 permute(vec4 x) { return mod289(((x*34.0)+1.0)*x); } - vec4 taylorInvSqrt(vec4 r) { return 1.79284291400159 - 0.85373472095314 * r; } - - float snoise(vec3 v) { - const vec2 C = vec2(1.0/6.0, 1.0/3.0); - const vec4 D = vec4(0.0, 0.5, 1.0, 2.0); - vec3 i = floor(v + dot(v, C.yyy) ); - vec3 x0 = v - i + dot(i, C.xxx); - vec3 g = step(x0.yzx, x0.xyz); - vec3 l = 1.0 - g; - vec3 i1 = min( g.xyz, l.zxy ); - vec3 i2 = max( g.xyz, l.zxy ); - vec3 x1 = x0 - i1 + C.xxx; - vec3 x2 = x0 - i2 + C.yyy; - vec3 x3 = x0 - D.yyy; - i = mod289(i); - vec4 p = permute( permute( permute( i.z + vec4(0.0, i1.z, i2.z, 1.0 )) + i.y + vec4(0.0, i1.y, i2.y, 1.0 )) + i.x + vec4(0.0, i1.x, i2.x, 1.0 )); - float n_ = 0.142857142857; - vec3 ns = n_ * D.wyz - D.xzx; - vec4 j = p - 49.0 * floor(p * ns.z * ns.z); - vec4 x_ = floor(j * ns.z); - vec4 y_ = floor(j - 7.0 * x_ ); - vec4 x = x_ *ns.x + ns.yyyy; - vec4 y = y_ *ns.x + ns.yyyy; - vec4 h = 1.0 - abs(x) - abs(y); - vec4 b0 = vec4( x.xy, y.xy ); - vec4 b1 = vec4( x.zw, y.zw ); - vec4 s0 = floor(b0)*2.0 + 1.0; - vec4 s1 = floor(b1)*2.0 + 1.0; - vec4 sh = -step(h, vec4(0.0)); - vec4 a0 = b0.xzyw + s0.xzyw*sh.xxyy ; - vec4 a1 = b1.xzyw + s1.xzyw*sh.zzww ; - vec3 p0 = vec3(a0.xy,h.x); - vec3 p1 = vec3(a0.zw,h.y); - vec3 p2 = vec3(a1.xy,h.z); - vec3 p3 = vec3(a1.zw,h.w); - vec4 norm = taylorInvSqrt(vec4(dot(p0,p0), dot(p1,p1), dot(p2,p2), dot(p3,p3))); - p0 *= norm.x; - p1 *= norm.y; - p2 *= norm.z; - p3 *= norm.w; - vec4 m = max(0.6 - vec4(dot(x0,x0), dot(x1,x1), dot(x2,x2), dot(x3,x3)), 0.0); - m = m * m; - return 42.0 * dot( m*m, vec4( dot(p0,x0), dot(p1,x1), dot(p2,x2), dot(p3,x3) ) ); - } - - void main() { - vNormal = normal; - vPosition = position; - float speed = 0.5; // Adjust this value to change the speed - vec3 newPosition = position + normal * snoise(position * noiseScale + time * speed) * 0.4; - gl_Position = projectionMatrix * modelViewMatrix * vec4(newPosition, 1.0); - } -`; - -const fragmentShader = ` - varying vec3 vNormal; - varying vec3 vPosition; - - void main() { - vec3 color1 = vec3(20.0 / 255.0, 181.0 / 255.0, 217.0 / 255.0); // #14B5D9 - vec3 color2 = vec3(189.0 / 255.0, 36.0 / 255.0, 155.0 / 255.0); // #BD249B - float h = 0.5 + 0.5 * vPosition.y; - vec3 color = mix(color1, color2, h); - gl_FragColor = vec4(color, 1.0); - } -`; - -const uniforms = { - time: { value: 0.0 }, - noiseScale: { value: 1.0 } -}; - -const material = new THREE.ShaderMaterial({ - uniforms: uniforms, - vertexShader: vertexShader, - fragmentShader: fragmentShader, - wireframe: true -}); - -const mesh = new THREE.Mesh(geometry, material); -scene.add(mesh); - -// Add lighting -const ambientLight = new THREE.AmbientLight(0x404040); -scene.add(ambientLight); - -const directionalLight = new THREE.DirectionalLight(0xffffff, 1); -directionalLight.position.set(5, 10, 7.5).normalize(); -scene.add(directionalLight); - -let noiseSpeed = 0.02; // Change this value to control the speed - -// Handle window resize -window.addEventListener('resize', () => { - camera.aspect = container.clientWidth / container.clientHeight; - camera.updateProjectionMatrix(); - renderer.setSize(container.clientWidth, container.clientHeight); -}); - -// Animation loop -function animate() { - requestAnimationFrame(animate); - controls.update(); - uniforms.time.value += noiseSpeed; - renderer.render(scene, camera); -} - -animate(); diff --git a/scripts/update_readme.py b/scripts/update_readme.py index 9943584..657a813 100644 --- a/scripts/update_readme.py +++ b/scripts/update_readme.py @@ -15,7 +15,7 @@ content = re.sub(r"Updated on .*", updated_date, content) # Define the new base URL for nbviewer links -new_base_url = "https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks" +new_base_url = "https://www.weijiechen.com/linear-algebra-with-python-book/qmd/" # Function to generate new lecture link def generate_lecture_link(filename): From 15d36d835941793a13fab6a6c8b4fc1ebd8fd4df Mon Sep 17 00:00:00 2001 From: Weijie Chen Date: Thu, 5 Sep 2024 18:13:06 +0200 Subject: [PATCH 60/64] Update README.md --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 41b2d7f..1e697f9 100644 --- a/README.md +++ b/README.md @@ -41,9 +41,9 @@ I use poetry to management environment, if you happen to use VS code like me, pl These notes will equip you with most needed and basic knowledge for other subjects, such as Data Science, Econometrics, Mathematical Statistics, Financial Engineering, Control Theory and etc., which heavily rely on linear algebra. Please go through the tutorial patiently, you will certainly have a better grasp of the fundamental concepts of linear algebera. Then further step is to study the special matrices and their application with your domain knowledge. ## Contents -Please access my webiste for better reading experience: [Linear Algebra for Python](https://www.weijiechen.com/linear-algebra-with-python-book/linear-algebra-index.html) -[Chapter 1 - Linear Equation System](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%201%20-%20Linear%20Equation%20System.ipynb)
-[Chapter 2 - Basic Matrix Algebra](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%202%20-%20Basic%20Matrix%20Algebra.ipynb)
+Please access my webiste for better reading experience: [Linear Algebra for Python](https://www.weijiechen.com/linear-algebra-with-python-book/linear-algebra-index.html)
+[Chapter 1 - Linear Equation System](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%201%20-%20Linear%20Equation%20System.html)
+[Chapter 2 - Basic Matrix Algebra]([https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%202%20-%20Basic%20Matrix%20Algebra.html)
[Chapter 3 - Determinant](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%203%20-%20Determinant.ipynb)
[Chapter 4 - LU Factorization](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%204%20-%20LU%20Factorization.ipynb)
[Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%205%20-%20Vector%20Addition%2C%20Subtraction%20and%20Scalar%20Multiplication.ipynb)
From 131fc1eb7cd7a9130ba483ea1a7857d7c539e684 Mon Sep 17 00:00:00 2001 From: Weijie Chen Date: Thu, 5 Sep 2024 18:13:54 +0200 Subject: [PATCH 61/64] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1e697f9..590e63a 100644 --- a/README.md +++ b/README.md @@ -43,7 +43,7 @@ These notes will equip you with most needed and basic knowledge for other subjec ## Contents Please access my webiste for better reading experience: [Linear Algebra for Python](https://www.weijiechen.com/linear-algebra-with-python-book/linear-algebra-index.html)
[Chapter 1 - Linear Equation System](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%201%20-%20Linear%20Equation%20System.html)
-[Chapter 2 - Basic Matrix Algebra]([https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%202%20-%20Basic%20Matrix%20Algebra.html)
+[Chapter 2 - Basic Matrix Algebra](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%202%20-%20Basic%20Matrix%20Algebra.html)
[Chapter 3 - Determinant](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%203%20-%20Determinant.ipynb)
[Chapter 4 - LU Factorization](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%204%20-%20LU%20Factorization.ipynb)
[Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%205%20-%20Vector%20Addition%2C%20Subtraction%20and%20Scalar%20Multiplication.ipynb)
From 37e768cfb4ffd3cf69cdeae9120122f43cbe65e7 Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Thu, 5 Sep 2024 18:25:41 +0200 Subject: [PATCH 62/64] fix readme links --- README.md | 40 ++++++++++++++++++++-------------------- 1 file changed, 20 insertions(+), 20 deletions(-) diff --git a/README.md b/README.md index 41b2d7f..2b226a4 100644 --- a/README.md +++ b/README.md @@ -42,26 +42,26 @@ These notes will equip you with most needed and basic knowledge for other subjec ## Contents Please access my webiste for better reading experience: [Linear Algebra for Python](https://www.weijiechen.com/linear-algebra-with-python-book/linear-algebra-index.html) -[Chapter 1 - Linear Equation System](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%201%20-%20Linear%20Equation%20System.ipynb)
-[Chapter 2 - Basic Matrix Algebra](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%202%20-%20Basic%20Matrix%20Algebra.ipynb)
-[Chapter 3 - Determinant](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%203%20-%20Determinant.ipynb)
-[Chapter 4 - LU Factorization](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%204%20-%20LU%20Factorization.ipynb)
-[Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%205%20-%20Vector%20Addition%2C%20Subtraction%20and%20Scalar%20Multiplication.ipynb)
-[Chapter 6 - Linear Combination](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%206%20-%20Linear%20Combination.ipynb)
-[Chapter 7 - Linear Independence](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%207%20-%20Linear%20Independence.ipynb)
-[Chapter 8 - Vector Space and Subspace](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%208%20-%20Vector%20Space%20and%20Subspace.ipynb)
-[Chapter 9 - Basis and Dimension](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%209%20-%20Basis%20and%20Dimension.ipynb)
-[Chapter 10 -Null Space vs Col Space, Row Space and Rank](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2010%20-Null%20Space%20vs%20Col%20Space%2C%20Row%20Space%20and%20Rank.ipynb)
-[Chapter 11 - Linear Transformation](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2011%20-%20Linear%20Transformation.ipynb)
-[Chapter 12 - Eigenvalues and Eigenvectors](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2012%20-%20Eigenvalues%20and%20Eigenvectors.ipynb)
-[Chapter 13b - Principal Component Analysis](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2013b%20-%20Principal%20Component%20Analysis.ipynb)
-[Chapter 13a - Diagonalization](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2013a%20-%20Diagonalization.ipynb)
-[Chapter 14 - Applications to Dynamic System](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2014%20-%20Applications%20to%20Dynamic%20System.ipynb)
-[Chapter 15 - Innear Product and Orthogonality](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2015%20-%20Innear%20Product%20and%20Orthogonality.ipynb)
-[Chapter 16 - Gram-Schmidt Process and QR Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2016%20-%20Gram-Schmidt%20Process%20and%20QR%20Decomposition.ipynb)
-[Chapter 17 - Symmetric Matrices , Quadratic Form and Cholesky Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2017%20-%20Symmetric%20Matrices%20%2C%20Quadratic%20Form%20and%20Cholesky%20Decomposition.ipynb)
-[Chapter 18 - The Singular Value Decomposition](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2018%20-%20The%20Singular%20Value%20Decomposition.ipynb)
-[Chapter 19 - Multivariate Normal Distribution](https://nbviewer.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/Chapter%2019%20-%20Multivariate%20Normal%20Distribution.ipynb)
+[Chapter 1 - Linear Equation System](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%201%20-%20Linear%20Equation%20System.html)
+[Chapter 2 - Basic Matrix Algebra](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%202%20-%20Basic%20Matrix%20Algebra.html)
+[Chapter 3 - Determinant](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%203%20-%20Determinant.html)
+[Chapter 4 - LU Factorization](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%204%20-%20LU%20Factorization.html)
+[Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%205%20-%20Vector%20Addition%2C%20Subtraction%20and%20Scalar%20Multiplication.html)
+[Chapter 6 - Linear Combination](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%206%20-%20Linear%20Combination.html)
+[Chapter 7 - Linear Independence](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%207%20-%20Linear%20Independence.html)
+[Chapter 8 - Vector Space and Subspace](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%208%20-%20Vector%20Space%20and%20Subspace.html)
+[Chapter 9 - Basis and Dimension](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%209%20-%20Basis%20and%20Dimension.html)
+[Chapter 10 -Null Space vs Col Space, Row Space and Rank](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%2010%20-Null%20Space%20vs%20Col%20Space%2C%20Row%20Space%20and%20Rank.html)
+[Chapter 11 - Linear Transformation](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%2011%20-%20Linear%20Transformation.html)
+[Chapter 12 - Eigenvalues and Eigenvectors](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%2012%20-%20Eigenvalues%20and%20Eigenvectors.html)
+[Chapter 13b - Principal Component Analysis](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%2013b%20-%20Principal%20Component%20Analysis.html)
+[Chapter 13a - Diagonalization](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%2013a%20-%20Diagonalization.html)
+[Chapter 14 - Applications to Dynamic System](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%2014%20-%20Applications%20to%20Dynamic%20System.html)
+[Chapter 15 - Innear Product and Orthogonality](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%2015%20-%20Innear%20Product%20and%20Orthogonality.html)
+[Chapter 16 - Gram-Schmidt Process and QR Decomposition](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%2016%20-%20Gram-Schmidt%20Process%20and%20QR%20Decomposition.html)
+[Chapter 17 - Symmetric Matrices , Quadratic Form and Cholesky Decomposition](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%2017%20-%20Symmetric%20Matrices%20%2C%20Quadratic%20Form%20and%20Cholesky%20Decomposition.html)
+[Chapter 18 - The Singular Value Decomposition](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%2018%20-%20The%20Singular%20Value%20Decomposition.html)
+[Chapter 19 - Multivariate Normal Distribution](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%2019%20-%20Multivariate%20Normal%20Distribution.html)
## Screen Shots Examples ![截图01](https://user-images.githubusercontent.com/59842360/122352881-6b043e80-cf47-11eb-9ca4-8f52c93c0efa.jpg) From 4482c57995d3000933737ed2a7be3e829eb14f4b Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Thu, 5 Sep 2024 18:37:35 +0200 Subject: [PATCH 63/64] fix path --- scripts/link_to_mysite.py | 51 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 51 insertions(+) create mode 100644 scripts/link_to_mysite.py diff --git a/scripts/link_to_mysite.py b/scripts/link_to_mysite.py new file mode 100644 index 0000000..c8f8f27 --- /dev/null +++ b/scripts/link_to_mysite.py @@ -0,0 +1,51 @@ +import re +import sys +from pathlib import Path + +# Define the base URL for the chapters +base_url = "https://www.weijiechen.com/linear-algebra-with-python-book/qmd/" + +# Function to generate the correct URL for each chapter +def generate_url(chapter_name): + chapter_slug = chapter_name.replace(" ", "%20").replace(",", "%2C") + return f"{base_url}{chapter_slug}.html" + +# Function to update links in the Markdown file +def update_links_in_markdown(file_path): + # Ensure the file path is a Path object + file_path = Path(file_path) + + if not file_path.is_file(): + print(f"Error: The file {file_path} does not exist.") + return + + # Read the original file + with file_path.open('r', encoding='utf-8') as file: + content = file.read() + + # Regular expression to find all links with chapters + pattern = re.compile(r'\[([^\]]+)\]\((https://nbviewer\.org/github/weijie-chen/Linear-Algebra-With-Python/blob/master/notebooks/[^)]+)\)') + + def replace_link(match): + chapter_name = match.group(1) + return f"[{chapter_name}]({generate_url(chapter_name)})" + + # Replace the links with the correct format + updated_content = pattern.sub(replace_link, content) + + # Write the updated content back to the file + with file_path.open('w', encoding='utf-8') as file: + file.write(updated_content) + + print(f"Links in {file_path} have been updated.") + +# Main function to handle command-line arguments +if __name__ == "__main__": + # Path to README.md, assuming script is in 'scripts' directory + script_dir = Path(__file__).parent + markdown_file_path = script_dir.parent / 'README.md' + + # Debug print to confirm path + print(f"Processing file: {markdown_file_path}") + + update_links_in_markdown(markdown_file_path) From c6d61e37f6e5f62fd57cf8882a0f32c7710e1359 Mon Sep 17 00:00:00 2001 From: weijie-chen Date: Thu, 5 Sep 2024 18:40:32 +0200 Subject: [PATCH 64/64] add br --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 2b226a4..7fd68ba 100644 --- a/README.md +++ b/README.md @@ -41,7 +41,7 @@ I use poetry to management environment, if you happen to use VS code like me, pl These notes will equip you with most needed and basic knowledge for other subjects, such as Data Science, Econometrics, Mathematical Statistics, Financial Engineering, Control Theory and etc., which heavily rely on linear algebra. Please go through the tutorial patiently, you will certainly have a better grasp of the fundamental concepts of linear algebera. Then further step is to study the special matrices and their application with your domain knowledge. ## Contents -Please access my webiste for better reading experience: [Linear Algebra for Python](https://www.weijiechen.com/linear-algebra-with-python-book/linear-algebra-index.html) +Please access my webiste for better reading experience: [Linear Algebra for Python](https://www.weijiechen.com/linear-algebra-with-python-book/linear-algebra-index.html)
[Chapter 1 - Linear Equation System](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%201%20-%20Linear%20Equation%20System.html)
[Chapter 2 - Basic Matrix Algebra](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%202%20-%20Basic%20Matrix%20Algebra.html)
[Chapter 3 - Determinant](https://www.weijiechen.com/linear-algebra-with-python-book/qmd/Chapter%203%20-%20Determinant.html)