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

Creation Time	Feb. 6, 2024, 3:58 p.m.
Last Access Time	Feb. 24, 2025, 9:22 a.m.
File Size	52.4 MB
Keywords	Python Science J - Handbook VanderPlas 2023 Data 2ed
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VanderPlas J. - Python Data Science Handbook.2ed - 2023.pdf 19.7 MB
VanderPlas J. - Python Data Science Handbook.2ed - 2023.epub 11.1 MB
PythonDataScienceHandbook-master/notebooks/04.13-Geographic-Data-With-Basemap.ipynb 2.6 MB
PythonDataScienceHandbook-master/notebooks/05.11-K-Means.ipynb 2.0 MB
PythonDataScienceHandbook-master/notebooks/06.00-Figure-Code.ipynb 1.8 MB
PythonDataScienceHandbook-master/notebooks/05.10-Manifold-Learning.ipynb 1.5 MB
PythonDataScienceHandbook-master/notebooks/05.12-Gaussian-Mixtures.ipynb 1.1 MB
PythonDataScienceHandbook-master/notebooks/04.14-Visualization-With-Seaborn.ipynb 1.0 MB
PythonDataScienceHandbook-master/notebooks/05.07-Support-Vector-Machines.ipynb 1008.6 KB
PythonDataScienceHandbook-master/notebooks/03.11-Working-with-Time-Series.ipynb 662.6 KB
PythonDataScienceHandbook-master/notebooks/04.12-Three-Dimensional-Plotting.ipynb 647.2 KB
PythonDataScienceHandbook-master/notebooks/05.09-Principal-Component-Analysis.ipynb 565.1 KB
PythonDataScienceHandbook-master/notebooks/05.14-Image-Features.ipynb 553.5 KB
PythonDataScienceHandbook-master/notebooks/04.04-Density-and-Contour-Plots.ipynb 486.1 KB
PythonDataScienceHandbook-master/notebooks/05.08-Random-Forests.ipynb 474.4 KB
PythonDataScienceHandbook-master/notebooks/04.07-Customizing-Colorbars.ipynb 425.2 KB
PythonDataScienceHandbook-master/notebooks/05.02-Introducing-Scikit-Learn.ipynb 381.5 KB
PythonDataScienceHandbook-master/notebooks/05.06-Linear-Regression.ipynb 378.5 KB
PythonDataScienceHandbook-master/notebooks/04.11-Settings-and-Stylesheets.ipynb 363.4 KB
PythonDataScienceHandbook-master/notebooks/04.10-Customizing-Ticks.ipynb 310.6 KB
PythonDataScienceHandbook-master/notebooks/04.01-Simple-Line-Plots.ipynb 289.2 KB
PythonDataScienceHandbook-master/notebooks/data/births.csv 258.4 KB
PythonDataScienceHandbook-master/notebooks/05.05-Naive-Bayes.ipynb 257.4 KB
PythonDataScienceHandbook-master/notebooks/05.13-Kernel-Density-Estimation.ipynb 253.2 KB
PythonDataScienceHandbook-master/notebooks/data/BicycleWeather.csv 229.4 KB
PythonDataScienceHandbook-master/notebooks/04.06-Customizing-Legends.ipynb 214.6 KB
PythonDataScienceHandbook-master/notebooks/05.03-Hyperparameters-and-Model-Validation.ipynb 209.6 KB
PythonDataScienceHandbook-master/notebooks/04.02-Simple-Scatter-Plots.ipynb 193.2 KB
PythonDataScienceHandbook-master/notebooks/04.09-Text-and-Annotation.ipynb 191.3 KB
PythonDataScienceHandbook-master/notebooks/03.09-Pivot-Tables.ipynb 181.5 KB
PythonDataScienceHandbook-master/notebooks/figures/05.10-LLE-vs-MDS.png 155.7 KB
PythonDataScienceHandbook-master/notebooks/figures/05.11-expectation-maximization.png 152.2 KB
PythonDataScienceHandbook-master/notebooks/04.08-Multiple-Subplots.ipynb 147.3 KB
PythonDataScienceHandbook-master/notebooks/04.05-Histograms-and-Binnings.ipynb 122.5 KB
PythonDataScienceHandbook-master/notebooks/figures/05.08-decision-tree-levels.png 118.1 KB
PythonDataScienceHandbook-master/notebooks/figures/PDSH-cover.png 106.5 KB
PythonDataScienceHandbook-master/notebooks/03.07-Merge-and-Join.ipynb 104.9 KB
PythonDataScienceHandbook-master/notebooks/02.05-Computation-on-arrays-broadcasting.ipynb 99.8 KB
PythonDataScienceHandbook-master/notebooks/04.00-Introduction-To-Matplotlib.ipynb 98.8 KB
PythonDataScienceHandbook-master/notebooks/03.08-Aggregation-and-Grouping.ipynb 77.4 KB
PythonDataScienceHandbook-master/notebooks/figures/array_vs_list.png 75.1 KB
PythonDataScienceHandbook-master/notebooks/figures/Data_Science_VD.png 74.9 KB
PythonDataScienceHandbook-master/notebooks/03.05-Hierarchical-Indexing.ipynb 74.4 KB
PythonDataScienceHandbook-master/notebooks/02.07-Fancy-Indexing.ipynb 61.5 KB
PythonDataScienceHandbook-master/notebooks/02.08-Sorting.ipynb 60.8 KB
PythonDataScienceHandbook-master/notebooks/figures/05.12-covariance-type.png 60.5 KB
PythonDataScienceHandbook-master/notebooks/data/california_cities.csv 58.3 KB
PythonDataScienceHandbook-master/notebooks/data/state-population.csv 56.6 KB
PythonDataScienceHandbook-master/notebooks/figures/05.01-regression-2.png 54.6 KB
PythonDataScienceHandbook-master/notebooks/figures/05.05-gaussian-NB.png 50.2 KB
PythonDataScienceHandbook-master/notebooks/05.04-Feature-Engineering.ipynb 48.1 KB
PythonDataScienceHandbook-master/notebooks/figures/05.08-decision-tree-overfitting.png 48.0 KB
PythonDataScienceHandbook-master/notebooks/04.03-Errorbars.ipynb 46.7 KB
PythonDataScienceHandbook-master/notebooks/03.06-Concat-And-Append.ipynb 46.4 KB
PythonDataScienceHandbook-master/notebooks/figures/05.03-bias-variance-2.png 44.3 KB
PythonDataScienceHandbook-master/notebooks/data/Seattle2014.csv 44.1 KB
PythonDataScienceHandbook-master/notebooks/figures/05.01-regression-3.png 43.1 KB
PythonDataScienceHandbook-master/notebooks/03.10-Working-With-Strings.ipynb 41.3 KB
PythonDataScienceHandbook-master/notebooks/03.02-Data-Indexing-and-Selection.ipynb 40.4 KB
PythonDataScienceHandbook-master/notebooks/02.06-Boolean-Arrays-and-Masks.ipynb 40.2 KB
PythonDataScienceHandbook-master/notebooks/03.01-Introducing-Pandas-Objects.ipynb 39.2 KB
PythonDataScienceHandbook-master/notebooks/figures/05.01-regression-1.png 37.1 KB
PythonDataScienceHandbook-master/notebooks/03.04-Missing-Values.ipynb 36.6 KB
PythonDataScienceHandbook-master/notebooks/figures/05.03-validation-curve.png 36.3 KB
PythonDataScienceHandbook-master/notebooks/figures/05.03-bias-variance.png 36.2 KB
PythonDataScienceHandbook-master/notebooks/figures/05.01-regression-4.png 35.6 KB
PythonDataScienceHandbook-master/notebooks/figures/05.08-decision-tree.png 33.2 KB
PythonDataScienceHandbook-master/notebooks/02.02-The-Basics-Of-NumPy-Arrays.ipynb 32.7 KB
PythonDataScienceHandbook-master/notebooks/02.03-Computation-on-arrays-ufuncs.ipynb 31.3 KB
PythonDataScienceHandbook-master/notebooks/figures/05.01-dimesionality-2.png 30.6 KB
PythonDataScienceHandbook-master/notebooks/02.04-Computation-on-arrays-aggregates.ipynb 30.6 KB
PythonDataScienceHandbook-master/notebooks/03.12-Performance-Eval-and-Query.ipynb 30.4 KB
PythonDataScienceHandbook-master/notebooks/figures/05.06-gaussian-basis.png 30.1 KB
PythonDataScienceHandbook-master/notebooks/figures/05.09-PCA-rotation.png 30.0 KB
PythonDataScienceHandbook-master/notebooks/figures/05.03-learning-curve.png 29.5 KB
PythonDataScienceHandbook-master/notebooks/03.03-Operations-in-Pandas.ipynb 27.0 KB
PythonDataScienceHandbook-master/notebooks/figures/03.08-split-apply-combine.png 24.9 KB
PythonDataScienceHandbook-master/notebooks/05.01-What-Is-Machine-Learning.ipynb 23.6 KB
PythonDataScienceHandbook-master/notebooks/figures/05.01-classification-3.png 23.5 KB
PythonDataScienceHandbook-master/notebooks/figures/05.01-clustering-2.png 23.5 KB
PythonDataScienceHandbook-master/notebooks/02.01-Understanding-Data-Types.ipynb 23.4 KB
PythonDataScienceHandbook-master/notebooks/01.06-Errors-and-Debugging.ipynb 20.8 KB
PythonDataScienceHandbook-master/notebooks/figures/05.01-classification-2.png 20.1 KB
PythonDataScienceHandbook-master/notebooks/01.07-Timing-and-Profiling.ipynb 18.5 KB
PythonDataScienceHandbook-master/LICENSE-TEXT 18.2 KB
PythonDataScienceHandbook-master/notebooks/02.09-Structured-Data-NumPy.ipynb 16.8 KB
PythonDataScienceHandbook-master/notebooks/figures/02.05-broadcasting.png 16.6 KB
PythonDataScienceHandbook-master/notebooks/figures/PDSH-cover-small.png 15.3 KB
PythonDataScienceHandbook-master/notebooks/01.01-Help-And-Documentation.ipynb 15.1 KB
PythonDataScienceHandbook-master/notebooks/figures/05.09-digits-pca-components.png 14.7 KB
PythonDataScienceHandbook-master/notebooks/figures/cint_vs_pyint.png 14.5 KB
PythonDataScienceHandbook-master/notebooks/figures/05.01-classification-1.png 14.5 KB
PythonDataScienceHandbook-master/notebooks/00.00-Preface.ipynb 13.7 KB
PythonDataScienceHandbook-master/notebooks/figures/05.01-dimesionality-1.png 12.8 KB
PythonDataScienceHandbook-master/notebooks/01.05-IPython-And-Shell-Commands.ipynb 11.3 KB
PythonDataScienceHandbook-master/notebooks/figures/05.01-clustering-1.png 10.8 KB
PythonDataScienceHandbook-master/notebooks/01.02-Shell-Keyboard-Shortcuts.ipynb 10.4 KB
PythonDataScienceHandbook-master/notebooks/figures/05.03-5-fold-CV.png 10.2 KB
PythonDataScienceHandbook-master/notebooks/01.03-Magic-Commands.ipynb 9.7 KB
PythonDataScienceHandbook-master/notebooks/01.04-Input-Output-History.ipynb 8.9 KB
PythonDataScienceHandbook-master/notebooks/01.00-IPython-Beyond-Normal-Python.ipynb 8.3 KB
PythonDataScienceHandbook-master/notebooks/figures/05.03-2-fold-CV.png 7.6 KB
PythonDataScienceHandbook-master/notebooks/figures/05.02-samples-features.png 7.5 KB
PythonDataScienceHandbook-master/notebooks/02.00-Introduction-to-NumPy.ipynb 7.4 KB
PythonDataScienceHandbook-master/notebooks/figures/05.09-digits-pixel-components.png 7.2 KB
PythonDataScienceHandbook-master/notebooks/03.00-Introduction-to-Pandas.ipynb 6.9 KB
PythonDataScienceHandbook-master/notebooks/05.15-Learning-More.ipynb 6.7 KB
PythonDataScienceHandbook-master/notebooks/Index.ipynb 6.5 KB
PythonDataScienceHandbook-master/website/theme/templates/main.less 5.9 KB
PythonDataScienceHandbook-master/notebooks/04.15-Further-Resources.ipynb 5.7 KB
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PythonDataScienceHandbook-master/notebooks/05.00-Machine-Learning.ipynb 5.0 KB
PythonDataScienceHandbook-master/notebooks/03.13-Further-Resources.ipynb 4.9 KB
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