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VanderPlas J. - Python Data Science Handbook.2ed - 2023

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Size
PythonDataScienceHandbook-master/.gitignore
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PythonDataScienceHandbook-master/.gitmodules
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PythonDataScienceHandbook-master/environment.yml
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PythonDataScienceHandbook-master/LICENSE-CODE
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PythonDataScienceHandbook-master/LICENSE-TEXT
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PythonDataScienceHandbook-master/notebooks/00.00-Preface.ipynb
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PythonDataScienceHandbook-master/notebooks/01.00-IPython-Beyond-Normal-Python.ipynb
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PythonDataScienceHandbook-master/notebooks/01.01-Help-And-Documentation.ipynb
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PythonDataScienceHandbook-master/notebooks/01.02-Shell-Keyboard-Shortcuts.ipynb
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PythonDataScienceHandbook-master/notebooks/01.03-Magic-Commands.ipynb
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PythonDataScienceHandbook-master/notebooks/01.04-Input-Output-History.ipynb
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PythonDataScienceHandbook-master/notebooks/01.05-IPython-And-Shell-Commands.ipynb
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PythonDataScienceHandbook-master/notebooks/01.06-Errors-and-Debugging.ipynb
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PythonDataScienceHandbook-master/notebooks/01.07-Timing-and-Profiling.ipynb
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PythonDataScienceHandbook-master/notebooks/01.08-More-IPython-Resources.ipynb
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PythonDataScienceHandbook-master/notebooks/02.00-Introduction-to-NumPy.ipynb
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PythonDataScienceHandbook-master/notebooks/02.01-Understanding-Data-Types.ipynb
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PythonDataScienceHandbook-master/notebooks/02.02-The-Basics-Of-NumPy-Arrays.ipynb
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PythonDataScienceHandbook-master/notebooks/02.03-Computation-on-arrays-ufuncs.ipynb
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PythonDataScienceHandbook-master/notebooks/02.04-Computation-on-arrays-aggregates.ipynb
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PythonDataScienceHandbook-master/notebooks/02.05-Computation-on-arrays-broadcasting.ipynb
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PythonDataScienceHandbook-master/notebooks/02.06-Boolean-Arrays-and-Masks.ipynb
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PythonDataScienceHandbook-master/notebooks/02.07-Fancy-Indexing.ipynb
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PythonDataScienceHandbook-master/notebooks/02.08-Sorting.ipynb
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PythonDataScienceHandbook-master/notebooks/02.09-Structured-Data-NumPy.ipynb
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PythonDataScienceHandbook-master/notebooks/03.00-Introduction-to-Pandas.ipynb
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PythonDataScienceHandbook-master/notebooks/03.01-Introducing-Pandas-Objects.ipynb
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PythonDataScienceHandbook-master/notebooks/03.02-Data-Indexing-and-Selection.ipynb
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PythonDataScienceHandbook-master/notebooks/03.03-Operations-in-Pandas.ipynb
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PythonDataScienceHandbook-master/notebooks/03.04-Missing-Values.ipynb
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PythonDataScienceHandbook-master/notebooks/03.05-Hierarchical-Indexing.ipynb
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PythonDataScienceHandbook-master/notebooks/03.06-Concat-And-Append.ipynb
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PythonDataScienceHandbook-master/notebooks/03.07-Merge-and-Join.ipynb
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PythonDataScienceHandbook-master/notebooks/03.08-Aggregation-and-Grouping.ipynb
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PythonDataScienceHandbook-master/notebooks/03.09-Pivot-Tables.ipynb
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PythonDataScienceHandbook-master/notebooks/03.10-Working-With-Strings.ipynb
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PythonDataScienceHandbook-master/notebooks/03.11-Working-with-Time-Series.ipynb
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PythonDataScienceHandbook-master/notebooks/03.12-Performance-Eval-and-Query.ipynb
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PythonDataScienceHandbook-master/notebooks/03.13-Further-Resources.ipynb
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PythonDataScienceHandbook-master/notebooks/04.00-Introduction-To-Matplotlib.ipynb
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PythonDataScienceHandbook-master/notebooks/04.01-Simple-Line-Plots.ipynb
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PythonDataScienceHandbook-master/notebooks/04.02-Simple-Scatter-Plots.ipynb
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PythonDataScienceHandbook-master/notebooks/04.03-Errorbars.ipynb
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PythonDataScienceHandbook-master/notebooks/04.04-Density-and-Contour-Plots.ipynb
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PythonDataScienceHandbook-master/notebooks/04.05-Histograms-and-Binnings.ipynb
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PythonDataScienceHandbook-master/notebooks/04.06-Customizing-Legends.ipynb
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PythonDataScienceHandbook-master/notebooks/04.07-Customizing-Colorbars.ipynb
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PythonDataScienceHandbook-master/notebooks/04.08-Multiple-Subplots.ipynb
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PythonDataScienceHandbook-master/notebooks/04.09-Text-and-Annotation.ipynb
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PythonDataScienceHandbook-master/notebooks/04.10-Customizing-Ticks.ipynb
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PythonDataScienceHandbook-master/notebooks/04.11-Settings-and-Stylesheets.ipynb
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PythonDataScienceHandbook-master/notebooks/04.12-Three-Dimensional-Plotting.ipynb
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PythonDataScienceHandbook-master/notebooks/04.13-Geographic-Data-With-Basemap.ipynb
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PythonDataScienceHandbook-master/notebooks/04.14-Visualization-With-Seaborn.ipynb
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PythonDataScienceHandbook-master/notebooks/04.15-Further-Resources.ipynb
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PythonDataScienceHandbook-master/notebooks/05.00-Machine-Learning.ipynb
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PythonDataScienceHandbook-master/notebooks/05.01-What-Is-Machine-Learning.ipynb
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PythonDataScienceHandbook-master/notebooks/05.02-Introducing-Scikit-Learn.ipynb
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PythonDataScienceHandbook-master/notebooks/05.03-Hyperparameters-and-Model-Validation.ipynb
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PythonDataScienceHandbook-master/notebooks/05.04-Feature-Engineering.ipynb
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PythonDataScienceHandbook-master/notebooks/05.05-Naive-Bayes.ipynb
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PythonDataScienceHandbook-master/notebooks/05.06-Linear-Regression.ipynb
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PythonDataScienceHandbook-master/notebooks/05.07-Support-Vector-Machines.ipynb
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PythonDataScienceHandbook-master/notebooks/05.08-Random-Forests.ipynb
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PythonDataScienceHandbook-master/notebooks/05.09-Principal-Component-Analysis.ipynb
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PythonDataScienceHandbook-master/notebooks/05.10-Manifold-Learning.ipynb
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PythonDataScienceHandbook-master/notebooks/05.11-K-Means.ipynb
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PythonDataScienceHandbook-master/notebooks/05.12-Gaussian-Mixtures.ipynb
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PythonDataScienceHandbook-master/notebooks/05.13-Kernel-Density-Estimation.ipynb
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PythonDataScienceHandbook-master/notebooks/05.14-Image-Features.ipynb
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PythonDataScienceHandbook-master/notebooks/05.15-Learning-More.ipynb
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PythonDataScienceHandbook-master/notebooks/06.00-Figure-Code.ipynb
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PythonDataScienceHandbook-master/notebooks/data/BicycleWeather.csv
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PythonDataScienceHandbook-master/notebooks/data/president_heights.csv
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PythonDataScienceHandbook-master/notebooks/data/Seattle2014.csv
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PythonDataScienceHandbook-master/notebooks/data/state-population.csv
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PythonDataScienceHandbook-master/notebooks/figures/02.05-broadcasting.png
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PythonDataScienceHandbook-master/notebooks/figures/03.08-split-apply-combine.png
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PythonDataScienceHandbook-master/notebooks/figures/05.01-classification-1.png
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PythonDataScienceHandbook-master/notebooks/figures/05.01-classification-2.png
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PythonDataScienceHandbook-master/notebooks/figures/05.01-classification-3.png
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PythonDataScienceHandbook-master/notebooks/figures/05.01-clustering-1.png
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PythonDataScienceHandbook-master/notebooks/figures/05.01-clustering-2.png
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PythonDataScienceHandbook-master/notebooks/figures/05.01-dimesionality-1.png
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PythonDataScienceHandbook-master/notebooks/figures/05.01-dimesionality-2.png
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PythonDataScienceHandbook-master/notebooks/figures/05.01-regression-1.png
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PythonDataScienceHandbook-master/notebooks/figures/05.01-regression-2.png
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PythonDataScienceHandbook-master/notebooks/figures/05.01-regression-3.png
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PythonDataScienceHandbook-master/notebooks/figures/05.01-regression-4.png
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PythonDataScienceHandbook-master/notebooks/figures/05.02-samples-features.png
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PythonDataScienceHandbook-master/notebooks/figures/05.03-2-fold-CV.png
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PythonDataScienceHandbook-master/notebooks/figures/05.03-5-fold-CV.png
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PythonDataScienceHandbook-master/notebooks/figures/05.03-bias-variance-2.png
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PythonDataScienceHandbook-master/notebooks/figures/05.03-bias-variance.png
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PythonDataScienceHandbook-master/notebooks/figures/05.03-learning-curve.png
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PythonDataScienceHandbook-master/notebooks/figures/05.03-validation-curve.png
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PythonDataScienceHandbook-master/notebooks/figures/05.05-gaussian-NB.png
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PythonDataScienceHandbook-master/notebooks/figures/05.06-gaussian-basis.png
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PythonDataScienceHandbook-master/notebooks/figures/05.08-decision-tree-levels.png
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PythonDataScienceHandbook-master/notebooks/figures/05.08-decision-tree-overfitting.png
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PythonDataScienceHandbook-master/notebooks/figures/05.08-decision-tree.png
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PythonDataScienceHandbook-master/notebooks/figures/05.09-digits-pca-components.png
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PythonDataScienceHandbook-master/notebooks/figures/05.09-digits-pixel-components.png
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PythonDataScienceHandbook-master/notebooks/figures/05.09-PCA-rotation.png
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PythonDataScienceHandbook-master/notebooks/figures/05.10-LLE-vs-MDS.png
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PythonDataScienceHandbook-master/notebooks/figures/05.11-expectation-maximization.png
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PythonDataScienceHandbook-master/notebooks/figures/05.12-covariance-type.png
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PythonDataScienceHandbook-master/notebooks/figures/array_vs_list.png
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PythonDataScienceHandbook-master/notebooks/figures/cint_vs_pyint.png
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PythonDataScienceHandbook-master/notebooks/figures/Data_Science_VD.png
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PythonDataScienceHandbook-master/notebooks/helpers_05_08.py
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PythonDataScienceHandbook-master/notebooks/Index.ipynb
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PythonDataScienceHandbook-master/README.md
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PythonDataScienceHandbook-master/website/.gitignore
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VanderPlas J. - Python Data Science Handbook.2ed - 2023.epub
11 MB
VanderPlas J. - Python Data Science Handbook.2ed - 2023.pdf
20 MB