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Add colab links to all notebooks
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68 files changed

+595
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lines changed

‎notebooks/00.00-Preface.ipynb

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"| [Contents](Index.ipynb) | [IPython: Beyond Normal Python](01.00-IPython-Beyond-Normal-Python.ipynb) >"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<!--COLAB_LINK-->\n",
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"<p><a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/00.00-Preface.ipynb\"><img src=\"https://colab.research.google.com/img/colab_favicon_256px.png\" style=\"height: 2em; display: inline;\"></a><i>View an executable version of this notebook in <a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/00.00-Preface.ipynb\">Google Colab</a>.</i></p>\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},

‎notebooks/01.00-IPython-Beyond-Normal-Python.ipynb

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"< [Preface](00.00-Preface.ipynb) | [Contents](Index.ipynb) | [Help and Documentation in IPython](01.01-Help-And-Documentation.ipynb) >"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<!--COLAB_LINK-->\n",
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"<p><a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.00-IPython-Beyond-Normal-Python.ipynb\"><img src=\"https://colab.research.google.com/img/colab_favicon_256px.png\" style=\"height: 2em; display: inline;\"></a><i>View an executable version of this notebook in <a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.00-IPython-Beyond-Normal-Python.ipynb\">Google Colab</a>.</i></p>\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},

‎notebooks/01.01-Help-And-Documentation.ipynb

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"< [IPython: Beyond Normal Python](01.00-IPython-Beyond-Normal-Python.ipynb) | [Contents](Index.ipynb) | [Keyboard Shortcuts in the IPython Shell](01.02-Shell-Keyboard-Shortcuts.ipynb) >"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<!--COLAB_LINK-->\n",
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"<p><a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.01-Help-And-Documentation.ipynb\"><img src=\"https://colab.research.google.com/img/colab_favicon_256px.png\" style=\"height: 2em; display: inline;\"></a><i>View an executable version of this notebook in <a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.01-Help-And-Documentation.ipynb\">Google Colab</a>.</i></p>\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},

‎notebooks/01.02-Shell-Keyboard-Shortcuts.ipynb

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"< [Help and Documentation in IPython](01.01-Help-And-Documentation.ipynb) | [Contents](Index.ipynb) | [IPython Magic Commands](01.03-Magic-Commands.ipynb) >"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<!--COLAB_LINK-->\n",
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"<p><a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.02-Shell-Keyboard-Shortcuts.ipynb\"><img src=\"https://colab.research.google.com/img/colab_favicon_256px.png\" style=\"height: 2em; display: inline;\"></a><i>View an executable version of this notebook in <a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.02-Shell-Keyboard-Shortcuts.ipynb\">Google Colab</a>.</i></p>\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},

‎notebooks/01.03-Magic-Commands.ipynb

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"< [Keyboard Shortcuts in the IPython Shell](01.02-Shell-Keyboard-Shortcuts.ipynb) | [Contents](Index.ipynb) | [Input and Output History](01.04-Input-Output-History.ipynb) >"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<!--COLAB_LINK-->\n",
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"<p><a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.03-Magic-Commands.ipynb\"><img src=\"https://colab.research.google.com/img/colab_favicon_256px.png\" style=\"height: 2em; display: inline;\"></a><i>View an executable version of this notebook in <a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.03-Magic-Commands.ipynb\">Google Colab</a>.</i></p>\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},

‎notebooks/01.04-Input-Output-History.ipynb

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"< [IPython Magic Commands](01.03-Magic-Commands.ipynb) | [Contents](Index.ipynb) | [IPython and Shell Commands](01.05-IPython-And-Shell-Commands.ipynb) >"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<!--COLAB_LINK-->\n",
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"<p><a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.04-Input-Output-History.ipynb\"><img src=\"https://colab.research.google.com/img/colab_favicon_256px.png\" style=\"height: 2em; display: inline;\"></a><i>View an executable version of this notebook in <a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.04-Input-Output-History.ipynb\">Google Colab</a>.</i></p>\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},

‎notebooks/01.05-IPython-And-Shell-Commands.ipynb

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"< [Input and Output History](01.04-Input-Output-History.ipynb) | [Contents](Index.ipynb) | [Errors and Debugging](01.06-Errors-and-Debugging.ipynb) >"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<!--COLAB_LINK-->\n",
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"<p><a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.05-IPython-And-Shell-Commands.ipynb\"><img src=\"https://colab.research.google.com/img/colab_favicon_256px.png\" style=\"height: 2em; display: inline;\"></a><i>View an executable version of this notebook in <a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.05-IPython-And-Shell-Commands.ipynb\">Google Colab</a>.</i></p>\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},

‎notebooks/01.06-Errors-and-Debugging.ipynb

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"< [IPython and Shell Commands](01.05-IPython-And-Shell-Commands.ipynb) | [Contents](Index.ipynb) | [Profiling and Timing Code](01.07-Timing-and-Profiling.ipynb) >"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<!--COLAB_LINK-->\n",
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"<p><a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.06-Errors-and-Debugging.ipynb\"><img src=\"https://colab.research.google.com/img/colab_favicon_256px.png\" style=\"height: 2em; display: inline;\"></a><i>View an executable version of this notebook in <a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.06-Errors-and-Debugging.ipynb\">Google Colab</a>.</i></p>\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},

‎notebooks/01.07-Timing-and-Profiling.ipynb

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"< [Errors and Debugging](01.06-Errors-and-Debugging.ipynb) | [Contents](Index.ipynb) | [More IPython Resources](01.08-More-IPython-Resources.ipynb) >"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<!--COLAB_LINK-->\n",
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"<p><a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.07-Timing-and-Profiling.ipynb\"><img src=\"https://colab.research.google.com/img/colab_favicon_256px.png\" style=\"height: 2em; display: inline;\"></a><i>View an executable version of this notebook in <a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.07-Timing-and-Profiling.ipynb\">Google Colab</a>.</i></p>\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {
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"collapsed": false
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"metadata": {},
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"outputs": [
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"name": "stdout",
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {
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"collapsed": false
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"metadata": {},
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"name": "stdout",
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {
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"collapsed": false
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"metadata": {},
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"outputs": [
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"name": "stdout",
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {
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"collapsed": false
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"metadata": {},
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"name": "stdout",
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {
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"collapsed": false
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"metadata": {},
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"cell_type": "code",
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"execution_count": 6,
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"metadata": {
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"collapsed": false
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{
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"cell_type": "code",
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"execution_count": 7,
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"metadata": {
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"collapsed": false
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"metadata": {},
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"def sum_of_lists(N):\n",
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"cell_type": "code",
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"execution_count": 8,
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"collapsed": false
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"cell_type": "code",
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"execution_count": 9,
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"metadata": {
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"collapsed": false
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"metadata": {},
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"%load_ext line_profiler"
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"collapsed": false
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"metadata": {},
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"%lprun -f sum_of_lists sum_of_lists(5000)"
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"%load_ext memory_profiler"
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{
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"metadata": {
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"anaconda-cloud": {},
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"kernelspec": {
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"display_name": "Python 3",
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"display_name": "Python [default]",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.5.1"
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"version": "3.6.1"
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"nbformat": 4,
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"nbformat_minor": 1
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}

‎notebooks/01.08-More-IPython-Resources.ipynb

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"< [Profiling and Timing Code](01.07-Timing-and-Profiling.ipynb) | [Contents](Index.ipynb) | [Introduction to NumPy](02.00-Introduction-to-NumPy.ipynb) >"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<!--COLAB_LINK-->\n",
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"<p><a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.08-More-IPython-Resources.ipynb\"><img src=\"https://colab.research.google.com/img/colab_favicon_256px.png\" style=\"height: 2em; display: inline;\"></a><i>View an executable version of this notebook in <a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.08-More-IPython-Resources.ipynb\">Google Colab</a>.</i></p>\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},

‎notebooks/02.00-Introduction-to-NumPy.ipynb

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"< [More IPython Resources](01.08-More-IPython-Resources.ipynb) | [Contents](Index.ipynb) | [Understanding Data Types in Python](02.01-Understanding-Data-Types.ipynb) >"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<!--COLAB_LINK-->\n",
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"<p><a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.00-Introduction-to-NumPy.ipynb\"><img src=\"https://colab.research.google.com/img/colab_favicon_256px.png\" style=\"height: 2em; display: inline;\"></a><i>View an executable version of this notebook in <a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.00-Introduction-to-NumPy.ipynb\">Google Colab</a>.</i></p>\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {

‎notebooks/02.01-Understanding-Data-Types.ipynb

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"< [Introduction to NumPy](02.00-Introduction-to-NumPy.ipynb) | [Contents](Index.ipynb) | [The Basics of NumPy Arrays](02.02-The-Basics-Of-NumPy-Arrays.ipynb) >"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<!--COLAB_LINK-->\n",
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"<p><a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.01-Understanding-Data-Types.ipynb\"><img src=\"https://colab.research.google.com/img/colab_favicon_256px.png\" style=\"height: 2em; display: inline;\"></a><i>View an executable version of this notebook in <a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.01-Understanding-Data-Types.ipynb\">Google Colab</a>.</i></p>\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},

‎notebooks/02.02-The-Basics-Of-NumPy-Arrays.ipynb

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"< [Understanding Data Types in Python](02.01-Understanding-Data-Types.ipynb) | [Contents](Index.ipynb) | [Computation on NumPy Arrays: Universal Functions](02.03-Computation-on-arrays-ufuncs.ipynb) >"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<!--COLAB_LINK-->\n",
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"<p><a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.02-The-Basics-Of-NumPy-Arrays.ipynb\"><img src=\"https://colab.research.google.com/img/colab_favicon_256px.png\" style=\"height: 2em; display: inline;\"></a><i>View an executable version of this notebook in <a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.02-The-Basics-Of-NumPy-Arrays.ipynb\">Google Colab</a>.</i></p>\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},

‎notebooks/02.03-Computation-on-arrays-ufuncs.ipynb

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"< [The Basics of NumPy Arrays](02.02-The-Basics-Of-NumPy-Arrays.ipynb) | [Contents](Index.ipynb) | [Aggregations: Min, Max, and Everything In Between](02.04-Computation-on-arrays-aggregates.ipynb) >"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<!--COLAB_LINK-->\n",
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"<p><a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.03-Computation-on-arrays-ufuncs.ipynb\"><img src=\"https://colab.research.google.com/img/colab_favicon_256px.png\" style=\"height: 2em; display: inline;\"></a><i>View an executable version of this notebook in <a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.03-Computation-on-arrays-ufuncs.ipynb\">Google Colab</a>.</i></p>\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},

‎notebooks/02.04-Computation-on-arrays-aggregates.ipynb

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"< [Computation on NumPy Arrays: Universal Functions](02.03-Computation-on-arrays-ufuncs.ipynb) | [Contents](Index.ipynb) | [Computation on Arrays: Broadcasting](02.05-Computation-on-arrays-broadcasting.ipynb) >"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<!--COLAB_LINK-->\n",
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"<p><a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.04-Computation-on-arrays-aggregates.ipynb\"><img src=\"https://colab.research.google.com/img/colab_favicon_256px.png\" style=\"height: 2em; display: inline;\"></a><i>View an executable version of this notebook in <a href=\"https://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.04-Computation-on-arrays-aggregates.ipynb\">Google Colab</a>.</i></p>\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},

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