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- 00.00-Preface.ipynb
- 01.00-IPython-Beyond-Normal-Python.ipynb
- 01.01-Help-And-Documentation.ipynb
- 01.02-Shell-Keyboard-Shortcuts.ipynb
- 01.03-Magic-Commands.ipynb
- 01.04-Input-Output-History.ipynb
- 01.05-IPython-And-Shell-Commands.ipynb
- 01.06-Errors-and-Debugging.ipynb
- 01.07-Timing-and-Profiling.ipynb
- 01.08-More-IPython-Resources.ipynb
- 02.00-Introduction-to-NumPy.ipynb
- 02.01-Understanding-Data-Types.ipynb
- 02.02-The-Basics-Of-NumPy-Arrays.ipynb
- 02.03-Computation-on-arrays-ufuncs.ipynb
- 02.04-Computation-on-arrays-aggregates.ipynb
- 02.05-Computation-on-arrays-broadcasting.ipynb
- 02.06-Boolean-Arrays-and-Masks.ipynb
- 02.07-Fancy-Indexing.ipynb
- 02.08-Sorting.ipynb
- 02.09-Structured-Data-NumPy.ipynb
- 03.00-Introduction-to-Pandas.ipynb
- 03.01-Introducing-Pandas-Objects.ipynb
- 03.02-Data-Indexing-and-Selection.ipynb
- 03.03-Operations-in-Pandas.ipynb
- 03.04-Missing-Values.ipynb
- 03.05-Hierarchical-Indexing.ipynb
- 03.06-Concat-And-Append.ipynb
- 03.07-Merge-and-Join.ipynb
- 03.08-Aggregation-and-Grouping.ipynb
- 03.09-Pivot-Tables.ipynb
- 03.10-Working-With-Strings.ipynb
- 03.11-Working-with-Time-Series.ipynb
- 03.12-Performance-Eval-and-Query.ipynb
- 03.13-Further-Resources.ipynb
- 04.00-Introduction-To-Matplotlib.ipynb
- 04.01-Simple-Line-Plots.ipynb
- 04.02-Simple-Scatter-Plots.ipynb
- 04.03-Errorbars.ipynb
- 04.04-Density-and-Contour-Plots.ipynb
- 04.05-Histograms-and-Binnings.ipynb
- 04.06-Customizing-Legends.ipynb
- 04.07-Customizing-Colorbars.ipynb
- 04.08-Multiple-Subplots.ipynb
- 04.09-Text-and-Annotation.ipynb
- 04.10-Customizing-Ticks.ipynb
- 04.11-Settings-and-Stylesheets.ipynb
- 04.12-Three-Dimensional-Plotting.ipynb
- 04.13-Geographic-Data-With-Basemap.ipynb
- 04.14-Visualization-With-Seaborn.ipynb
- 04.15-Further-Resources.ipynb
- 05.00-Machine-Learning.ipynb
- 05.01-What-Is-Machine-Learning.ipynb
- 05.02-Introducing-Scikit-Learn.ipynb
- 05.03-Hyperparameters-and-Model-Validation.ipynb
- 05.04-Feature-Engineering.ipynb
- 05.05-Naive-Bayes.ipynb
- 05.06-Linear-Regression.ipynb
- 05.07-Support-Vector-Machines.ipynb
- 05.08-Random-Forests.ipynb
- 05.09-Principal-Component-Analysis.ipynb
- 05.10-Manifold-Learning.ipynb
- 05.11-K-Means.ipynb
- 05.12-Gaussian-Mixtures.ipynb
- 05.13-Kernel-Density-Estimation.ipynb
- 05.14-Image-Features.ipynb
- 05.15-Learning-More.ipynb
- 06.00-Figure-Code.ipynb
- Index.ipynb
- helpers_05_08.py
tools
.gitignore
LICENSE-CODE
LICENSE-TEXT
README.md
requirements.txt

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Mar 12, 2017

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History

This branch is 44 commits behind jakevdp/PythonDataScienceHandbook:master.

Name	Name	Last commit message	Last commit date
parent directory ..
data	data	Minor updates to 05.06 to work with cached data	Nov 30, 2016
figures	figures	Add Figure appendix	Nov 19, 2016
00.00-Preface.ipynb	00.00-Preface.ipynb	correct jupyter notebook package name	Jan 28, 2017
01.00-IPython-Beyond-Normal-Python.ipynb	01.00-IPython-Beyond-Normal-Python.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
01.01-Help-And-Documentation.ipynb	01.01-Help-And-Documentation.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
01.02-Shell-Keyboard-Shortcuts.ipynb	01.02-Shell-Keyboard-Shortcuts.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
01.03-Magic-Commands.ipynb	01.03-Magic-Commands.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
01.04-Input-Output-History.ipynb	01.04-Input-Output-History.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
01.05-IPython-And-Shell-Commands.ipynb	01.05-IPython-And-Shell-Commands.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
01.06-Errors-and-Debugging.ipynb	01.06-Errors-and-Debugging.ipynb	Fix a typo	Jan 3, 2017
01.07-Timing-and-Profiling.ipynb	01.07-Timing-and-Profiling.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
01.08-More-IPython-Resources.ipynb	01.08-More-IPython-Resources.ipynb	Update link	Mar 12, 2017
02.00-Introduction-to-NumPy.ipynb	02.00-Introduction-to-NumPy.ipynb	Typo	Dec 10, 2016
02.01-Understanding-Data-Types.ipynb	02.01-Understanding-Data-Types.ipynb	Fixing typo	Jan 5, 2017
02.02-The-Basics-Of-NumPy-Arrays.ipynb	02.02-The-Basics-Of-NumPy-Arrays.ipynb	VTYPOS: various	Feb 21, 2017
02.03-Computation-on-arrays-ufuncs.ipynb	02.03-Computation-on-arrays-ufuncs.ipynb	VTYPOS: various	Feb 21, 2017
02.04-Computation-on-arrays-aggregates.ipynb	02.04-Computation-on-arrays-aggregates.ipynb	VTYPOS: various	Feb 21, 2017
02.05-Computation-on-arrays-broadcasting.ipynb	02.05-Computation-on-arrays-broadcasting.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
02.06-Boolean-Arrays-and-Masks.ipynb	02.06-Boolean-Arrays-and-Masks.ipynb	ERRATUM: missing NOT in logical identity	Feb 26, 2017
02.07-Fancy-Indexing.ipynb	02.07-Fancy-Indexing.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
02.08-Sorting.ipynb	02.08-Sorting.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
02.09-Structured-Data-NumPy.ipynb	02.09-Structured-Data-NumPy.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
03.00-Introduction-to-Pandas.ipynb	03.00-Introduction-to-Pandas.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
03.01-Introducing-Pandas-Objects.ipynb	03.01-Introducing-Pandas-Objects.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
03.02-Data-Indexing-and-Selection.ipynb	03.02-Data-Indexing-and-Selection.ipynb	Minor copy-edits	Dec 2, 2016
03.03-Operations-in-Pandas.ipynb	03.03-Operations-in-Pandas.ipynb	Typo: alingment->alignment	Jan 4, 2017
03.04-Missing-Values.ipynb	03.04-Missing-Values.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
03.05-Hierarchical-Indexing.ipynb	03.05-Hierarchical-Indexing.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
03.06-Concat-And-Append.ipynb	03.06-Concat-And-Append.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
03.07-Merge-and-Join.ipynb	03.07-Merge-and-Join.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
03.08-Aggregation-and-Grouping.ipynb	03.08-Aggregation-and-Grouping.ipynb	Fixed typo	Jan 11, 2017
03.09-Pivot-Tables.ipynb	03.09-Pivot-Tables.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
03.10-Working-With-Strings.ipynb	03.10-Working-With-Strings.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
03.11-Working-with-Time-Series.ipynb	03.11-Working-with-Time-Series.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
03.12-Performance-Eval-and-Query.ipynb	03.12-Performance-Eval-and-Query.ipynb	Fix a typo	Jan 23, 2017
03.13-Further-Resources.ipynb	03.13-Further-Resources.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
04.00-Introduction-To-Matplotlib.ipynb	04.00-Introduction-To-Matplotlib.ipynb	ERRATUM: change ggplot to ggpy	Feb 21, 2017
04.01-Simple-Line-Plots.ipynb	04.01-Simple-Line-Plots.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
04.02-Simple-Scatter-Plots.ipynb	04.02-Simple-Scatter-Plots.ipynb	Typo: remove duplicate 'given in pixels' (issue jakevdp#27 )	Dec 30, 2016
04.03-Errorbars.ipynb	04.03-Errorbars.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
04.04-Density-and-Contour-Plots.ipynb	04.04-Density-and-Contour-Plots.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
04.05-Histograms-and-Binnings.ipynb	04.05-Histograms-and-Binnings.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
04.06-Customizing-Legends.ipynb	04.06-Customizing-Legends.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
04.07-Customizing-Colorbars.ipynb	04.07-Customizing-Colorbars.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
04.08-Multiple-Subplots.ipynb	04.08-Multiple-Subplots.ipynb	plt.axes args are [left, bottom, width, height]	Jan 22, 2017
04.09-Text-and-Annotation.ipynb	04.09-Text-and-Annotation.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
04.10-Customizing-Ticks.ipynb	04.10-Customizing-Ticks.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
04.11-Settings-and-Stylesheets.ipynb	04.11-Settings-and-Stylesheets.ipynb	Change http to https on a reference	Jan 27, 2017
04.12-Three-Dimensional-Plotting.ipynb	04.12-Three-Dimensional-Plotting.ipynb	Fix a few typos	Jan 27, 2017
04.13-Geographic-Data-With-Basemap.ipynb	04.13-Geographic-Data-With-Basemap.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
04.14-Visualization-With-Seaborn.ipynb	04.14-Visualization-With-Seaborn.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
04.15-Further-Resources.ipynb	04.15-Further-Resources.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
05.00-Machine-Learning.ipynb	05.00-Machine-Learning.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
05.01-What-Is-Machine-Learning.ipynb	05.01-What-Is-Machine-Learning.ipynb	Fix a typo	Jan 27, 2017
05.02-Introducing-Scikit-Learn.ipynb	05.02-Introducing-Scikit-Learn.ipynb	ERRATUM: change "feature" to "target array"	Feb 21, 2017
05.03-Hyperparameters-and-Model-Validation.ipynb	05.03-Hyperparameters-and-Model-Validation.ipynb	Update 05.03-Hyperparameters-and-Model-Validation.ipynb	Dec 14, 2016
05.04-Feature-Engineering.ipynb	05.04-Feature-Engineering.ipynb	Fix a few typos	Feb 1, 2017
05.05-Naive-Bayes.ipynb	05.05-Naive-Bayes.ipynb	Fix a typo	Feb 1, 2017
05.06-Linear-Regression.ipynb	05.06-Linear-Regression.ipynb	Fix a few typos	Feb 1, 2017
05.07-Support-Vector-Machines.ipynb	05.07-Support-Vector-Machines.ipynb	Fix a few typos	Feb 1, 2017
05.08-Random-Forests.ipynb	05.08-Random-Forests.ipynb	Minor copy-edits	Dec 2, 2016
05.09-Principal-Component-Analysis.ipynb	05.09-Principal-Component-Analysis.ipynb	Fix a typo	Feb 1, 2017
05.10-Manifold-Learning.ipynb	05.10-Manifold-Learning.ipynb	VTYPOS: various	Feb 21, 2017
05.11-K-Means.ipynb	05.11-K-Means.ipynb	VTYPOS: various	Feb 21, 2017
05.12-Gaussian-Mixtures.ipynb	05.12-Gaussian-Mixtures.ipynb	copy-edit: change 'GMM model'	Dec 2, 2016
05.13-Kernel-Density-Estimation.ipynb	05.13-Kernel-Density-Estimation.ipynb	VTYPOS: various	Feb 21, 2017
05.14-Image-Features.ipynb	05.14-Image-Features.ipynb	VTYPOS: various	Feb 21, 2017
05.15-Learning-More.ipynb	05.15-Learning-More.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
06.00-Figure-Code.ipynb	06.00-Figure-Code.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
Index.ipynb	Index.ipynb	Finalize table of contents & navigation links	Dec 1, 2016
helpers_05_08.py	helpers_05_08.py	Add Figure appendix	Nov 19, 2016

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