From a477d3ae41d6aff0ea997aa9531ab01d0698b190 Mon Sep 17 00:00:00 2001 From: Marcel Maatkamp Date: Tue, 7 Feb 2023 22:13:29 +0100 Subject: [PATCH 01/25] initial commit --- Dockerfile | 18 ++++++++++++++++++ README.md | 2 +- docker-compose.yml | 27 +++++++++++++++++++++++++++ environment.yml | 2 +- requirements.in | 16 ++++++++++++++++ requirements.txt | 15 --------------- 6 files changed, 63 insertions(+), 17 deletions(-) create mode 100644 Dockerfile create mode 100644 docker-compose.yml create mode 100644 requirements.in delete mode 100644 requirements.txt diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 000000000..9a9f688b7 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,18 @@ +ARG MKDOCS_MATERIAL_VERSION +FROM ghcr.io/marcelmaatkamp/mkdocs-material-jupyter:${MKDOCS_MATERIAL_VERSION} + +COPY requirements.in requirements.in +RUN \ + pip install --upgrade --no-cache \ + pip \ + pip-tools &&\ + pip-compile requirements.in \ + --resolver=backtracking \ + --max-rounds 20 \ + --verbose &&\ + pip install -r requirements.in + + +EXPOSE 8000 +ENTRYPOINT ["mkdocs"] +CMD ["serve", "--dev-addr=0.0.0.0:8000"] \ No newline at end of file diff --git a/README.md b/README.md index 165a2b39d..e9db6de96 100644 --- a/README.md +++ b/README.md @@ -33,7 +33,7 @@ See [Index.ipynb](http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHa The code in the book was tested with Python 3.5, though most (but not all) will also work correctly with Python 2.7 and other older Python versions. -The packages I used to run the code in the book are listed in [requirements.txt](requirements.txt) (Note that some of these exact version numbers may not be available on your platform: you may have to tweak them for your own use). +The packages I used to run the code in the book are listed in [requirements.txt](requirements.in) (Note that some of these exact version numbers may not be available on your platform: you may have to tweak them for your own use). To install the requirements using [conda](http://conda.pydata.org), run the following at the command-line: ``` diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 000000000..a00a11167 --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,27 @@ + +version: "3.8" +services: + + jupyter: + image: ghcr.io/marcelmaatkamp/mkdocs-material-jupyter:${MKDOCS_MATERIAL_VERSION} + build: + context: . + args: + MKDOCS_MATERIAL_VERSION: ${MKDOCS_MATERIAL_VERSION} + # user: ${UID}:${GID} + entrypoint: jupyter + command: lab --ip 0.0.0.0 --no-browser --NotebookApp.token='' + ports: + - 8888:8888 + + mkdocs: + build: + context: . + args: + MKDOCS_MATERIAL_VERSION: ${MKDOCS_MATERIAL_VERSION} + ports: + - 8000:8000 + volumes: + - .:/home/jovyan/docs + - ./mkdocs.yml:/home/jovyan/mkdocs.yml + - ${RSA_PRIVATE_KEY_LOCATION}:/home/jovyan/.ssh/id_rsa:ro \ No newline at end of file diff --git a/environment.yml b/environment.yml index 247ddfccb..0661f6102 100644 --- a/environment.yml +++ b/environment.yml @@ -4,4 +4,4 @@ channels: dependencies: - python=3.5 - pip: - - -r requirements.txt \ No newline at end of file + - -r requirements.in \ No newline at end of file diff --git a/requirements.in b/requirements.in new file mode 100644 index 000000000..eada65131 --- /dev/null +++ b/requirements.in @@ -0,0 +1,16 @@ +numpy +pandas +scipy +scikit-learn +scikit-image +pillow +matplotlib +seaborn +jupyter +notebook==6.5.2 +line_profiler +memory_profiler +numexpr +pandas-datareader +netcdf4 +mkdocs-jupiter diff --git a/requirements.txt b/requirements.txt deleted file mode 100644 index fe9cdd918..000000000 --- a/requirements.txt +++ /dev/null @@ -1,15 +0,0 @@ -numpy==1.11.1 -pandas==0.18.1 -scipy==0.17.1 -scikit-learn==0.17.1 -scikit-image==0.12.3 -pillow==3.4.2 -matplotlib==1.5.1 -seaborn==0.7.0 -jupyter -notebook -line_profiler -memory_profiler -numexpr -pandas-datareader -netcdf4 From 9c27753d905600f5af2f9d5974aafe94f77686c3 Mon Sep 17 00:00:00 2001 From: Marcel Maatkamp Date: Tue, 7 Feb 2023 22:16:43 +0100 Subject: [PATCH 02/25] initial commit --- .gitignore | 4 +- mkdocs.yml | 232 +++++++++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 235 insertions(+), 1 deletion(-) create mode 100644 mkdocs.yml diff --git a/.gitignore b/.gitignore index 6321dc27f..a8ad9def7 100644 --- a/.gitignore +++ b/.gitignore @@ -99,4 +99,6 @@ notebooks/FremontBridge.csv notebooks/gistemp250.nc notebooks/marathon-data.csv notebooks/my_figure.png -notebooks/hello.png \ No newline at end of file +notebooks/hello.png + +.idea \ No newline at end of file diff --git a/mkdocs.yml b/mkdocs.yml new file mode 100644 index 000000000..06ce4f3dd --- /dev/null +++ b/mkdocs.yml @@ -0,0 +1,232 @@ +# Copyright (c) 2016-2023 Martin Donath + +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to +# deal in the Software without restriction, including without limitation the +# rights to use, copy, modify, merge, publish, distribute, sublicense, and/or +# sell copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: + +# The above copyright notice and this permission notice shall be included in +# all copies or substantial portions of the Software. + +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING +# FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS +# IN THE SOFTWARE. + +# Project information +site_name: Material for MkDocs +site_url: https://squidfunk.github.io/mkdocs-material/ +site_author: Martin Donath +site_description: >- + Write your documentation in Markdown and create a professional static site in + minutes – searchable, customizable, for all devices + +# Repository +repo_name: squidfunk/mkdocs-material +repo_url: https://github.com/squidfunk/mkdocs-material + +# Copyright +copyright: Copyright © 2016 - 2023 Martin Donath + +# Configuration +theme: + name: material + custom_dir: material/.overrides + features: + # - announce.dismiss + - content.action.edit + - content.action.view + - content.code.annotate + - content.code.copy + # - content.tabs.link + - content.tooltips + # - header.autohide + # - navigation.expand + - navigation.footer + - navigation.indexes + # - navigation.instant + # - navigation.prune + - navigation.sections + - navigation.tabs + # - navigation.tabs.sticky + - navigation.top + - navigation.tracking + - search.highlight + - search.share + - search.suggest + - toc.follow + # - toc.integrate + palette: + - scheme: default + primary: indigo + accent: indigo + toggle: + icon: material/brightness-7 + name: Switch to dark mode + - scheme: slate + primary: indigo + accent: indigo + toggle: + icon: material/brightness-4 + name: Switch to light mode + font: + text: Roboto + code: Roboto Mono + favicon: assets/favicon.png + icon: + logo: logo + +# Plugins +plugins: + - search: + separator: '[\s\-,:!=\[\]()"`/]+|\.(?!\d)|&[lg]t;|(?!\b)(?=[A-Z][a-z])' + - minify: + minify_html: true + - mkdocs-jupyter: + execute: true + ignore: [ + "notebooks/01.06-Errors-and-Debugging.ipynb" + ] +# Hooks +hooks: + - material/.overrides/hooks/translations.py + +# Customization +extra: + analytics: + provider: google + property: !ENV GOOGLE_ANALYTICS_KEY + social: + - icon: fontawesome/brands/github + link: https://github.com/squidfunk + - icon: fontawesome/brands/gitter + link: https://gitter.im/squidfunk/mkdocs-material + - icon: fontawesome/brands/docker + link: https://hub.docker.com/r/squidfunk/mkdocs-material/ + - icon: fontawesome/brands/python + link: https://pypi.org/project/mkdocs-material/ + - icon: fontawesome/brands/mastodon + link: https://fosstodon.org/@squidfunk + - icon: fontawesome/brands/twitter + link: https://twitter.com/squidfunk + +# Extensions +markdown_extensions: + - abbr + - admonition + - attr_list + - def_list + - footnotes + - md_in_html + - toc: + permalink: true + - pymdownx.arithmatex: + generic: true + - pymdownx.betterem: + smart_enable: all + - pymdownx.caret + - pymdownx.details + - pymdownx.emoji: + emoji_generator: !!python/name:materialx.emoji.to_svg + emoji_index: !!python/name:materialx.emoji.twemoji + - pymdownx.highlight: + anchor_linenums: true + - pymdownx.inlinehilite + - pymdownx.keys + - pymdownx.magiclink: + repo_url_shorthand: true + user: squidfunk + repo: mkdocs-material + - pymdownx.mark + - pymdownx.smartsymbols + - pymdownx.superfences: + custom_fences: + - name: mermaid + class: mermaid + format: !!python/name:pymdownx.superfences.fence_code_format + - pymdownx.tabbed: + alternate_style: true + - pymdownx.tasklist: + custom_checkbox: true + - pymdownx.tilde + +# Page tree +nav: + - Home: index.md + - PythonDataScienceHandbook: notebooks/00.00-Preface.ipynb + - Chapter 1: + - notebooks/01.00-IPython-Beyond-Normal-Python.ipynb + - notebooks/01.01-Help-And-Documentation.ipynb + - notebooks/01.02-Shell-Keyboard-Shortcuts.ipynb + - notebooks/01.03-Magic-Commands.ipynb + - notebooks/01.04-Input-Output-History.ipynb + - notebooks/01.05-IPython-And-Shell-Commands.ipynb + - notebooks/01.06-Errors-and-Debugging.ipynb + - notebooks/01.07-Timing-and-Profiling.ipynb + - notebooks/01.08-More-IPython-Resources.ipynb + - Chapter 2: + - notebooks/02.00-Introduction-to-NumPy.ipynb + - notebooks/02.01-Understanding-Data-Types.ipynb + - notebooks/02.02-The-Basics-Of-NumPy-Arrays.ipynb + - notebooks/02.03-Computation-on-arrays-ufuncs.ipynb + - notebooks/02.04-Computation-on-arrays-aggregates.ipynb + - notebooks/02.05-Computation-on-arrays-broadcasting.ipynb + - notebooks/02.06-Boolean-Arrays-and-Masks.ipynb + - notebooks/02.07-Fancy-Indexing.ipynb + - notebooks/02.08-Sorting.ipynb + - notebooks/02.09-Structured-Data-NumPy.ipynb + - Chapter 3: + - notebooks/03.00-Introduction-to-Pandas.ipynb + - notebooks/03.01-Introducing-Pandas-Objects.ipynb + - notebooks/03.02-Data-Indexing-and-Selection.ipynb + - notebooks/03.03-Operations-in-Pandas.ipynb + - notebooks/03.04-Missing-Values.ipynb + - notebooks/03.05-Hierarchical-Indexing.ipynb + - notebooks/03.06-Concat-And-Append.ipynb + - notebooks/03.07-Merge-and-Join.ipynb + - notebooks/03.08-Aggregation-and-Grouping.ipynb + - notebooks/03.09-Pivot-Tables.ipynb + - notebooks/03.10-Working-With-Strings.ipynb + - notebooks/03.11-Working-with-Time-Series.ipynb + - notebooks/03.12-Performance-Eval-and-Query.ipynb + - notebooks/03.13-Further-Resources.ipynb + - Chapter 4: + - notebooks/04.00-Introduction-To-Matplotlib.ipynb + - notebooks/04.01-Simple-Line-Plots.ipynb + - notebooks/04.02-Simple-Scatter-Plots.ipynb + - notebooks/04.03-Errorbars.ipynb + - notebooks/04.04-Density-and-Contour-Plots.ipynb + - notebooks/04.05-Histograms-and-Binnings.ipynb + - notebooks/04.06-Customizing-Legends.ipynb + - notebooks/04.07-Customizing-Colorbars.ipynb + - notebooks/04.08-Multiple-Subplots.ipynb + - notebooks/04.09-Text-and-Annotation.ipynb + - notebooks/04.10-Customizing-Ticks.ipynb + - notebooks/04.11-Settings-and-Stylesheets.ipynb + - notebooks/04.12-Three-Dimensional-Plotting.ipynb + - notebooks/04.13-Geographic-Data-With-Basemap.ipynb + - notebooks/04.14-Visualization-With-Seaborn.ipynb + - notebooks/04.15-Further-Resources.ipynb + - Chapter 5: + - notebooks/05.00-Machine-Learning.ipynb + - notebooks/05.01-What-Is-Machine-Learning.ipynb + - notebooks/05.02-Introducing-Scikit-Learn.ipynb + - notebooks/05.03-Hyperparameters-and-Model-Validation.ipynb + - notebooks/05.04-Feature-Engineering.ipynb + - notebooks/05.05-Naive-Bayes.ipynb + - notebooks/05.06-Linear-Regression.ipynb + - notebooks/05.07-Support-Vector-Machines.ipynb + - notebooks/05.08-Random-Forests.ipynb + - notebooks/05.09-Principal-Component-Analysis.ipynb + - notebooks/05.10-Manifold-Learning.ipynb + - notebooks/05.11-K-Means.ipynb + - notebooks/05.12-Gaussian-Mixtures.ipynb + - notebooks/05.13-Kernel-Density-Estimation.ipynb + - notebooks/05.14-Image-Features.ipynb + - notebooks/05.15-Learning-More.ipynb + - Chapter 6: notebooks/06.00-Figure-Code.ipynb From 5ab4dc1786149c1726318e74a666ff17c342ea13 Mon Sep 17 00:00:00 2001 From: Marcel Maatkamp Date: Tue, 7 Feb 2023 22:26:29 +0100 Subject: [PATCH 03/25] initial commit --- notebooks/mprun_demo.py | 7 +++++++ 1 file changed, 7 insertions(+) create mode 100644 notebooks/mprun_demo.py diff --git a/notebooks/mprun_demo.py b/notebooks/mprun_demo.py new file mode 100644 index 000000000..cab697fde --- /dev/null +++ b/notebooks/mprun_demo.py @@ -0,0 +1,7 @@ +def sum_of_lists(N): + total = 0 + for i in range(5): + L = [j ^ (j >> i) for j in range(N)] + total += sum(L) + del L # remove reference to L + return total From 39bc250c7a6db2fcf933e5851126fffe884bd014 Mon Sep 17 00:00:00 2001 From: Marcel Maatkamp Date: Tue, 7 Feb 2023 22:26:43 +0100 Subject: [PATCH 04/25] initial commit --- mkdocs.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/mkdocs.yml b/mkdocs.yml index 06ce4f3dd..285a1d12b 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -90,7 +90,8 @@ plugins: - mkdocs-jupyter: execute: true ignore: [ - "notebooks/01.06-Errors-and-Debugging.ipynb" + "notebooks/01.06-Errors-and-Debugging.ipynb", + "notebooks/01.07-Timing-and-Profiling.ipynb" ] # Hooks hooks: From 5042f5df752e64439169216d2355d0e600c3c58c Mon Sep 17 00:00:00 2001 From: Marcel Maatkamp Date: Tue, 7 Feb 2023 22:31:03 +0100 Subject: [PATCH 05/25] initial commit --- Dockerfile | 1 - 1 file changed, 1 deletion(-) diff --git a/Dockerfile b/Dockerfile index 9a9f688b7..549a7c4c1 100644 --- a/Dockerfile +++ b/Dockerfile @@ -12,7 +12,6 @@ RUN \ --verbose &&\ pip install -r requirements.in - EXPOSE 8000 ENTRYPOINT ["mkdocs"] CMD ["serve", "--dev-addr=0.0.0.0:8000"] \ No newline at end of file From 2beb7e3162dffed5318e40571b3eb836e5917d78 Mon Sep 17 00:00:00 2001 From: Marcel Maatkamp Date: Tue, 7 Feb 2023 22:45:26 +0100 Subject: [PATCH 06/25] initial commit --- docker-compose.yml | 1 + mkdocs.yml | 3 ++- notebooks/figures/02.05-broadcasting.png | Bin 17047 -> 28086 bytes .../figures/03.08-split-apply-combine.png | Bin 25523 -> 42848 bytes notebooks/figures/05.01-clustering-1.png | Bin 11016 -> 23633 bytes notebooks/figures/05.01-clustering-2.png | Bin 24013 -> 61132 bytes notebooks/figures/05.01-dimesionality-1.png | Bin 13107 -> 17215 bytes notebooks/figures/05.01-dimesionality-2.png | Bin 31372 -> 44465 bytes notebooks/figures/05.01-regression-1.png | Bin 37974 -> 49473 bytes notebooks/figures/05.01-regression-2.png | Bin 55922 -> 87600 bytes notebooks/figures/05.01-regression-3.png | Bin 44108 -> 50727 bytes notebooks/figures/05.01-regression-4.png | Bin 36461 -> 56183 bytes notebooks/figures/05.02-samples-features.png | Bin 7712 -> 12020 bytes notebooks/figures/05.03-2-fold-CV.png | Bin 7816 -> 10621 bytes notebooks/figures/05.03-5-fold-CV.png | Bin 10421 -> 15960 bytes notebooks/figures/05.03-bias-variance-2.png | Bin 45340 -> 61303 bytes notebooks/figures/05.03-bias-variance.png | Bin 37019 -> 52964 bytes notebooks/figures/05.03-learning-curve.png | Bin 30231 -> 38408 bytes notebooks/figures/05.03-validation-curve.png | Bin 37170 -> 47289 bytes notebooks/figures/05.05-gaussian-NB.png | Bin 51406 -> 65554 bytes notebooks/figures/05.06-gaussian-basis.png | Bin 30865 -> 40099 bytes .../figures/05.08-decision-tree-levels.png | Bin 120901 -> 147754 bytes .../05.08-decision-tree-overfitting.png | Bin 49202 -> 71459 bytes notebooks/figures/05.08-decision-tree.png | Bin 34011 -> 49471 bytes notebooks/figures/05.09-PCA-rotation.png | Bin 30758 -> 67023 bytes .../figures/05.09-digits-pca-components.png | Bin 15015 -> 21280 bytes .../figures/05.09-digits-pixel-components.png | Bin 7378 -> 11411 bytes notebooks/helpers_05_08.py | 2 +- 28 files changed, 4 insertions(+), 2 deletions(-) diff --git a/docker-compose.yml b/docker-compose.yml index a00a11167..ac33e7afc 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -19,6 +19,7 @@ services: context: . args: MKDOCS_MATERIAL_VERSION: ${MKDOCS_MATERIAL_VERSION} + command: gh-deploy ports: - 8000:8000 volumes: diff 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