Title: Python数据科学手册 Download
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  • 2020-07-21
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 Description: Python Data Science Handbook
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Python数据科学手册\Python Data Science Handbook.pdf 22321280 2019-10-10
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\.gitignore 1240 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\.gitmodules 259 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\LICENSE-CODE 1083 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\LICENSE-TEXT 18650 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\00.00-Preface.ipynb 13353 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\01.00-IPython-Beyond-Normal-Python.ipynb 7834 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\01.01-Help-And-Documentation.ipynb 14784 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\01.02-Shell-Keyboard-Shortcuts.ipynb 9952 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\01.03-Magic-Commands.ipynb 9289 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\01.04-Input-Output-History.ipynb 8471 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\01.05-IPython-And-Shell-Commands.ipynb 10908 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\01.06-Errors-and-Debugging.ipynb 20591 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\01.07-Timing-and-Profiling.ipynb 18662 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\01.08-More-IPython-Resources.ipynb 4965 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\02.00-Introduction-to-NumPy.ipynb 6924 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\02.01-Understanding-Data-Types.ipynb 23253 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\02.02-The-Basics-Of-NumPy-Arrays.ipynb 32845 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\02.03-Computation-on-arrays-ufuncs.ipynb 31400 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\02.04-Computation-on-arrays-aggregates.ipynb 30638 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\02.05-Computation-on-arrays-broadcasting.ipynb 101551 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\02.06-Boolean-Arrays-and-Masks.ipynb 40504 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\02.07-Fancy-Indexing.ipynb 62360 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\02.08-Sorting.ipynb 61603 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\02.09-Structured-Data-NumPy.ipynb 16591 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\03.00-Introduction-to-Pandas.ipynb 6409 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\03.01-Introducing-Pandas-Objects.ipynb 39448 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\03.02-Data-Indexing-and-Selection.ipynb 40650 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\03.03-Operations-in-Pandas.ipynb 26937 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\03.04-Missing-Values.ipynb 36784 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\03.05-Hierarchical-Indexing.ipynb 75566 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\03.06-Concat-And-Append.ipynb 46838 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\03.07-Merge-and-Join.ipynb 106767 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\03.08-Aggregation-and-Grouping.ipynb 78597 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\03.09-Pivot-Tables.ipynb 185214 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\03.10-Working-With-Strings.ipynb 41610 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\03.11-Working-with-Time-Series.ipynb 677834 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\03.12-Performance-Eval-and-Query.ipynb 30486 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\03.13-Further-Resources.ipynb 4405 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\04.00-Introduction-To-Matplotlib.ipynb 100509 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\04.01-Simple-Line-Plots.ipynb 295438 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\04.02-Simple-Scatter-Plots.ipynb 197133 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\04.03-Errorbars.ipynb 47132 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\04.04-Density-and-Contour-Plots.ipynb 497063 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\04.05-Histograms-and-Binnings.ipynb 124735 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\04.06-Customizing-Legends.ipynb 219087 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\04.07-Customizing-Colorbars.ipynb 434728 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\04.08-Multiple-Subplots.ipynb 150218 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\04.09-Text-and-Annotation.ipynb 195224 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\04.10-Customizing-Ticks.ipynb 317425 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\04.11-Settings-and-Stylesheets.ipynb 371476 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\04.12-Three-Dimensional-Plotting.ipynb 662034 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\04.13-Geographic-Data-With-Basemap.ipynb 2737066 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\04.14-Visualization-With-Seaborn.ipynb 1071139 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\04.15-Further-Resources.ipynb 5140 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\05.00-Machine-Learning.ipynb 4465 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\05.01-What-Is-Machine-Learning.ipynb 23501 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\05.02-Introducing-Scikit-Learn.ipynb 390008 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\05.03-Hyperparameters-and-Model-Validation.ipynb 213984 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\05.04-Feature-Engineering.ipynb 48558 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\05.05-Naive-Bayes.ipynb 262891 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\05.06-Linear-Regression.ipynb 386968 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\05.07-Support-Vector-Machines.ipynb 1032167 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\05.08-Random-Forests.ipynb 485165 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\05.09-Principal-Component-Analysis.ipynb 578007 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\05.10-Manifold-Learning.ipynb 1557678 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\05.11-K-Means.ipynb 2106916 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\05.12-Gaussian-Mixtures.ipynb 1134623 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\05.13-Kernel-Density-Estimation.ipynb 258627 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\05.14-Image-Features.ipynb 566088 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\05.15-Learning-More.ipynb 6258 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\06.00-Figure-Code.ipynb 1845375 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\data\BicycleWeather.csv 234945 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\data\births.csv 264648 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\data\california_cities.csv 59658 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\data\president_heights.csv 988 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\data\Seattle2014.csv 45122 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\data\state-abbrevs.csv 872 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\data\state-areas.csv 835 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\data\state-population.csv 57935 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\02.05-broadcasting.png 17047 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\03.08-split-apply-combine.png 25523 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.01-classification-1.png 14866 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.01-classification-2.png 20613 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.01-classification-3.png 24090 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.01-clustering-1.png 11016 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.01-clustering-2.png 24013 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.01-dimesionality-1.png 13107 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.01-dimesionality-2.png 31372 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.01-regression-1.png 37974 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.01-regression-2.png 55922 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.01-regression-3.png 44108 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.01-regression-4.png 36461 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.02-samples-features.png 7712 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.03-2-fold-CV.png 7816 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.03-5-fold-CV.png 10421 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.03-bias-variance-2.png 45340 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.03-bias-variance.png 37019 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.03-learning-curve.png 30231 2017-11-13
Python数据科学手册\PythonDataScienceHandbook-master\PythonDataScienceHandbook-master\notebooks\figures\05.03-validation-curve.png 37170 2017-11-13

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