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VanderPlas J. - Python Data Science Handbook.2ed - 2023.pdf 20.7 MB
VanderPlas J. - Python Data Science Handbook.2ed - 2023.epub 11.7 MB
PythonDataScienceHandbook-master/notebooks/04.13-Geographic-Data-With-Basemap.ipynb 2.7 MB
PythonDataScienceHandbook-master/notebooks/05.11-K-Means.ipynb 2.1 MB
PythonDataScienceHandbook-master/notebooks/06.00-Figure-Code.ipynb 1.8 MB
PythonDataScienceHandbook-master/notebooks/05.10-Manifold-Learning.ipynb 1.6 MB
PythonDataScienceHandbook-master/notebooks/05.12-Gaussian-Mixtures.ipynb 1.1 MB
PythonDataScienceHandbook-master/notebooks/04.14-Visualization-With-Seaborn.ipynb 1.1 MB
PythonDataScienceHandbook-master/notebooks/05.07-Support-Vector-Machines.ipynb 1.0 MB
PythonDataScienceHandbook-master/notebooks/03.11-Working-with-Time-Series.ipynb 678.5 kB
PythonDataScienceHandbook-master/notebooks/04.12-Three-Dimensional-Plotting.ipynb 662.7 kB
PythonDataScienceHandbook-master/notebooks/05.09-Principal-Component-Analysis.ipynb 578.7 kB
PythonDataScienceHandbook-master/notebooks/05.14-Image-Features.ipynb 566.7 kB
PythonDataScienceHandbook-master/notebooks/04.04-Density-and-Contour-Plots.ipynb 497.7 kB
PythonDataScienceHandbook-master/notebooks/05.08-Random-Forests.ipynb 485.8 kB
PythonDataScienceHandbook-master/notebooks/04.07-Customizing-Colorbars.ipynb 435.4 kB
PythonDataScienceHandbook-master/notebooks/05.02-Introducing-Scikit-Learn.ipynb 390.7 kB
PythonDataScienceHandbook-master/notebooks/05.06-Linear-Regression.ipynb 387.6 kB
PythonDataScienceHandbook-master/notebooks/04.11-Settings-and-Stylesheets.ipynb 372.1 kB
PythonDataScienceHandbook-master/notebooks/04.10-Customizing-Ticks.ipynb 318.1 kB
PythonDataScienceHandbook-master/notebooks/04.01-Simple-Line-Plots.ipynb 296.1 kB
PythonDataScienceHandbook-master/notebooks/data/births.csv 264.6 kB
PythonDataScienceHandbook-master/notebooks/05.05-Naive-Bayes.ipynb 263.5 kB
PythonDataScienceHandbook-master/notebooks/05.13-Kernel-Density-Estimation.ipynb 259.3 kB
PythonDataScienceHandbook-master/notebooks/data/BicycleWeather.csv 234.9 kB
PythonDataScienceHandbook-master/notebooks/04.06-Customizing-Legends.ipynb 219.7 kB
PythonDataScienceHandbook-master/notebooks/05.03-Hyperparameters-and-Model-Validation.ipynb 214.7 kB
PythonDataScienceHandbook-master/notebooks/04.02-Simple-Scatter-Plots.ipynb 197.8 kB
PythonDataScienceHandbook-master/notebooks/04.09-Text-and-Annotation.ipynb 195.9 kB
PythonDataScienceHandbook-master/notebooks/03.09-Pivot-Tables.ipynb 185.9 kB
PythonDataScienceHandbook-master/notebooks/figures/05.10-LLE-vs-MDS.png 159.4 kB
PythonDataScienceHandbook-master/notebooks/figures/05.11-expectation-maximization.png 155.9 kB
PythonDataScienceHandbook-master/notebooks/04.08-Multiple-Subplots.ipynb 150.9 kB
PythonDataScienceHandbook-master/notebooks/04.05-Histograms-and-Binnings.ipynb 125.4 kB
PythonDataScienceHandbook-master/notebooks/figures/05.08-decision-tree-levels.png 120.9 kB
PythonDataScienceHandbook-master/notebooks/figures/PDSH-cover.png 109.1 kB
PythonDataScienceHandbook-master/notebooks/03.07-Merge-and-Join.ipynb 107.4 kB
PythonDataScienceHandbook-master/notebooks/02.05-Computation-on-arrays-broadcasting.ipynb 102.2 kB
PythonDataScienceHandbook-master/notebooks/04.00-Introduction-To-Matplotlib.ipynb 101.2 kB
PythonDataScienceHandbook-master/notebooks/03.08-Aggregation-and-Grouping.ipynb 79.3 kB
PythonDataScienceHandbook-master/notebooks/figures/array_vs_list.png 76.9 kB
PythonDataScienceHandbook-master/notebooks/figures/Data_Science_VD.png 76.7 kB
PythonDataScienceHandbook-master/notebooks/03.05-Hierarchical-Indexing.ipynb 76.2 kB
PythonDataScienceHandbook-master/notebooks/02.07-Fancy-Indexing.ipynb 63.0 kB
PythonDataScienceHandbook-master/notebooks/02.08-Sorting.ipynb 62.2 kB
PythonDataScienceHandbook-master/notebooks/figures/05.12-covariance-type.png 61.9 kB
PythonDataScienceHandbook-master/notebooks/data/california_cities.csv 59.7 kB
PythonDataScienceHandbook-master/notebooks/data/state-population.csv 57.9 kB
PythonDataScienceHandbook-master/notebooks/figures/05.01-regression-2.png 55.9 kB
PythonDataScienceHandbook-master/notebooks/figures/05.05-gaussian-NB.png 51.4 kB
PythonDataScienceHandbook-master/notebooks/05.04-Feature-Engineering.ipynb 49.2 kB
PythonDataScienceHandbook-master/notebooks/figures/05.08-decision-tree-overfitting.png 49.2 kB
PythonDataScienceHandbook-master/notebooks/04.03-Errorbars.ipynb 47.8 kB
PythonDataScienceHandbook-master/notebooks/03.06-Concat-And-Append.ipynb 47.5 kB
PythonDataScienceHandbook-master/notebooks/figures/05.03-bias-variance-2.png 45.3 kB
PythonDataScienceHandbook-master/notebooks/data/Seattle2014.csv 45.1 kB
PythonDataScienceHandbook-master/notebooks/figures/05.01-regression-3.png 44.1 kB
PythonDataScienceHandbook-master/notebooks/03.10-Working-With-Strings.ipynb 42.3 kB
PythonDataScienceHandbook-master/notebooks/03.02-Data-Indexing-and-Selection.ipynb 41.3 kB
PythonDataScienceHandbook-master/notebooks/02.06-Boolean-Arrays-and-Masks.ipynb 41.2 kB
PythonDataScienceHandbook-master/notebooks/03.01-Introducing-Pandas-Objects.ipynb 40.1 kB
PythonDataScienceHandbook-master/notebooks/figures/05.01-regression-1.png 38.0 kB
PythonDataScienceHandbook-master/notebooks/03.04-Missing-Values.ipynb 37.4 kB
PythonDataScienceHandbook-master/notebooks/figures/05.03-validation-curve.png 37.2 kB
PythonDataScienceHandbook-master/notebooks/figures/05.03-bias-variance.png 37.0 kB
PythonDataScienceHandbook-master/notebooks/figures/05.01-regression-4.png 36.5 kB
PythonDataScienceHandbook-master/notebooks/figures/05.08-decision-tree.png 34.0 kB
PythonDataScienceHandbook-master/notebooks/02.02-The-Basics-Of-NumPy-Arrays.ipynb 33.5 kB
PythonDataScienceHandbook-master/notebooks/02.03-Computation-on-arrays-ufuncs.ipynb 32.1 kB
PythonDataScienceHandbook-master/notebooks/figures/05.01-dimesionality-2.png 31.4 kB
PythonDataScienceHandbook-master/notebooks/02.04-Computation-on-arrays-aggregates.ipynb 31.3 kB
PythonDataScienceHandbook-master/notebooks/03.12-Performance-Eval-and-Query.ipynb 31.2 kB
PythonDataScienceHandbook-master/notebooks/figures/05.06-gaussian-basis.png 30.9 kB
PythonDataScienceHandbook-master/notebooks/figures/05.09-PCA-rotation.png 30.8 kB
PythonDataScienceHandbook-master/notebooks/figures/05.03-learning-curve.png 30.2 kB
PythonDataScienceHandbook-master/notebooks/03.03-Operations-in-Pandas.ipynb 27.6 kB
PythonDataScienceHandbook-master/notebooks/figures/03.08-split-apply-combine.png 25.5 kB
PythonDataScienceHandbook-master/notebooks/05.01-What-Is-Machine-Learning.ipynb 24.2 kB
PythonDataScienceHandbook-master/notebooks/figures/05.01-classification-3.png 24.1 kB
PythonDataScienceHandbook-master/notebooks/figures/05.01-clustering-2.png 24.0 kB
PythonDataScienceHandbook-master/notebooks/02.01-Understanding-Data-Types.ipynb 23.9 kB
PythonDataScienceHandbook-master/notebooks/01.06-Errors-and-Debugging.ipynb 21.3 kB
PythonDataScienceHandbook-master/notebooks/figures/05.01-classification-2.png 20.6 kB
PythonDataScienceHandbook-master/notebooks/01.07-Timing-and-Profiling.ipynb 19.0 kB
PythonDataScienceHandbook-master/LICENSE-TEXT 18.6 kB
PythonDataScienceHandbook-master/notebooks/02.09-Structured-Data-NumPy.ipynb 17.3 kB
PythonDataScienceHandbook-master/notebooks/figures/02.05-broadcasting.png 17.0 kB
PythonDataScienceHandbook-master/notebooks/figures/PDSH-cover-small.png 15.7 kB
PythonDataScienceHandbook-master/notebooks/01.01-Help-And-Documentation.ipynb 15.4 kB
PythonDataScienceHandbook-master/notebooks/figures/05.09-digits-pca-components.png 15.0 kB
PythonDataScienceHandbook-master/notebooks/figures/cint_vs_pyint.png 14.9 kB
PythonDataScienceHandbook-master/notebooks/figures/05.01-classification-1.png 14.9 kB
PythonDataScienceHandbook-master/notebooks/00.00-Preface.ipynb 14.0 kB
PythonDataScienceHandbook-master/notebooks/figures/05.01-dimesionality-1.png 13.1 kB
PythonDataScienceHandbook-master/notebooks/01.05-IPython-And-Shell-Commands.ipynb 11.6 kB
PythonDataScienceHandbook-master/notebooks/figures/05.01-clustering-1.png 11.0 kB
PythonDataScienceHandbook-master/notebooks/01.02-Shell-Keyboard-Shortcuts.ipynb 10.6 kB
PythonDataScienceHandbook-master/notebooks/figures/05.03-5-fold-CV.png 10.4 kB
PythonDataScienceHandbook-master/notebooks/01.03-Magic-Commands.ipynb 9.9 kB
PythonDataScienceHandbook-master/notebooks/01.04-Input-Output-History.ipynb 9.1 kB
PythonDataScienceHandbook-master/notebooks/01.00-IPython-Beyond-Normal-Python.ipynb 8.5 kB
PythonDataScienceHandbook-master/notebooks/figures/05.03-2-fold-CV.png 7.8 kB
PythonDataScienceHandbook-master/notebooks/figures/05.02-samples-features.png 7.7 kB
PythonDataScienceHandbook-master/notebooks/02.00-Introduction-to-NumPy.ipynb 7.6 kB
PythonDataScienceHandbook-master/notebooks/figures/05.09-digits-pixel-components.png 7.4 kB
PythonDataScienceHandbook-master/notebooks/03.00-Introduction-to-Pandas.ipynb 7.1 kB
PythonDataScienceHandbook-master/notebooks/05.15-Learning-More.ipynb 6.9 kB
PythonDataScienceHandbook-master/notebooks/Index.ipynb 6.7 kB
PythonDataScienceHandbook-master/website/theme/templates/main.less 6.1 kB
PythonDataScienceHandbook-master/notebooks/04.15-Further-Resources.ipynb 5.8 kB
PythonDataScienceHandbook-master/notebooks/01.08-More-IPython-Resources.ipynb 5.6 kB
PythonDataScienceHandbook-master/website/theme/static/font/icons.eot 5.6 kB
PythonDataScienceHandbook-master/website/theme/static/font/icons.ttf 5.4 kB
PythonDataScienceHandbook-master/notebooks/05.00-Machine-Learning.ipynb 5.1 kB
PythonDataScienceHandbook-master/notebooks/03.13-Further-Resources.ipynb 5.1 kB
PythonDataScienceHandbook-master/website/theme/templates/main.css 4.9 kB
PythonDataScienceHandbook-master/website/Makefile 4.7 kB
PythonDataScienceHandbook-master/website/copy_notebooks.py 4.3 kB
PythonDataScienceHandbook-master/website/theme/templates/base.html 4.2 kB
PythonDataScienceHandbook-master/website/theme/templates/pygments.css 3.9 kB
PythonDataScienceHandbook-master/README.md 3.7 kB
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PythonDataScienceHandbook-master/notebooks/helpers_05_08.py 2.9 kB
PythonDataScienceHandbook-master/website/fabfile.py 2.4 kB
PythonDataScienceHandbook-master/tools/add_navigation.py 2.2 kB
PythonDataScienceHandbook-master/website/pelicanconf.py 2.0 kB
PythonDataScienceHandbook-master/website/theme/static/css/icons.css 1.9 kB
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PythonDataScienceHandbook-master/website/theme/templates/about.html 1.5 kB
PythonDataScienceHandbook-master/tools/add_book_info.py 1.5 kB
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PythonDataScienceHandbook-master/website/theme/templates/booksection.html 1.4 kB
PythonDataScienceHandbook-master/website/theme/templates/index.html 1.4 kB
PythonDataScienceHandbook-master/.gitignore 1.2 kB
PythonDataScienceHandbook-master/website/theme/templates/article.html 1.2 kB
PythonDataScienceHandbook-master/website/README.md 1.2 kB
PythonDataScienceHandbook-master/website/content/favicon.ico 1.1 kB
PythonDataScienceHandbook-master/LICENSE-CODE 1.1 kB
PythonDataScienceHandbook-master/notebooks/data/president_heights.csv 988 Bytes
PythonDataScienceHandbook-master/website/theme/templates/_includes/disqus_thread.html 907 Bytes
PythonDataScienceHandbook-master/notebooks/data/state-abbrevs.csv 872 Bytes
PythonDataScienceHandbook-master/website/theme/templates/archives.html 867 Bytes
PythonDataScienceHandbook-master/notebooks/data/state-areas.csv 835 Bytes
PythonDataScienceHandbook-master/website/theme/templates/tag.html 617 Bytes
PythonDataScienceHandbook-master/website/publishconf.py 613 Bytes
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PythonDataScienceHandbook-master/website/theme/templates/ipynb.css 552 Bytes
PythonDataScienceHandbook-master/tools/fix_kernelspec.py 468 Bytes
PythonDataScienceHandbook-master/tools/README.md 390 Bytes
PythonDataScienceHandbook-master/.gitmodules 259 Bytes
PythonDataScienceHandbook-master/website/theme/README.md 226 Bytes
PythonDataScienceHandbook-master/requirements.txt 213 Bytes
PythonDataScienceHandbook-master/environment.yml 117 Bytes
PythonDataScienceHandbook-master/website/.gitignore 59 Bytes

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