├── .gitignore ├── AUTHORS.rst ├── COPYING ├── Makefile ├── README.rst ├── doc ├── .gitignore ├── Makefile ├── README ├── classification.rst ├── conf.py ├── data │ ├── sdss_colors │ │ ├── fetch_data.py │ │ └── scatter_colors.py │ ├── sdss_photoz │ │ └── fetch_data.py │ └── sdss_spectra │ │ └── fetch_data.py ├── dimensionality_reduction.rst ├── exercises.rst ├── general_concepts.rst ├── images │ └── blank_image.png ├── includes │ ├── big_toc_css.rst │ └── bigger_toc_css.rst ├── index.rst ├── logos │ ├── favicon.ico │ ├── identity.pdf │ ├── scikit-learn-logo-small.png │ ├── scikit-learn-logo-thumb.png │ ├── scikit-learn-logo.bmp │ ├── scikit-learn-logo.png │ └── scikit-learn-logo.svg ├── make.bat ├── notebooks │ ├── .gitignore │ ├── 01_datasets.ipynb │ ├── 02_iris_classification.ipynb │ ├── 03_iris_dimensionality.ipynb │ ├── 04_iris_clustering.ipynb │ ├── 05_iris_crossval.ipynb │ ├── 06_learning_curves.ipynb │ ├── 07_classification_example.ipynb │ ├── 08_regression_example.ipynb │ ├── 09_dimensionality_example.ipynb │ ├── 10_exercise01.ipynb │ ├── 11_exercise02.ipynb │ ├── 12_exercise03.ipynb │ ├── nbconvert.py │ └── soln │ │ ├── 01-01.py │ │ ├── 01-02.py │ │ ├── 01-03.py │ │ ├── 01-04.py │ │ ├── 01-05.py │ │ ├── 02-01.py │ │ ├── 02-02.py │ │ ├── 02-03a.py │ │ ├── 02-03b.py │ │ ├── 03-01.py │ │ ├── 03-02.py │ │ └── 03-03.py ├── practical.rst ├── regression.rst ├── scikitlearn.png ├── setup.rst ├── skeletons │ ├── exercise_01.py │ ├── exercise_02.py │ └── exercise_03.py ├── solutions │ ├── exercise_01.py │ ├── exercise_02.py │ ├── exercise_03.py │ └── generate_skeletons.py ├── sphinxext │ ├── LICENSE.txt │ ├── MANIFEST.in │ ├── README.txt │ ├── gen_rst.py │ ├── numpy_ext │ │ ├── __init__.py │ │ ├── docscrape.py │ │ ├── docscrape_sphinx.py │ │ └── numpydoc.py │ └── numpy_ext_old │ │ ├── __init__.py │ │ ├── docscrape.py │ │ ├── docscrape_sphinx.py │ │ └── numpydoc.py ├── templates │ ├── class.rst │ └── function.rst └── themes │ └── scikit-learn │ ├── layout.html │ ├── static │ ├── jquery.js │ ├── nature.css_t │ └── sidebar.js │ └── theme.conf └── examples ├── README.txt ├── plot_ML_flow_chart.py ├── plot_bias_variance_examples.py ├── plot_gui_example.py ├── plot_iris_projections.py ├── plot_python_101.py ├── plot_sdss_filters.py ├── plot_sdss_images.py ├── plot_sdss_photoz.py ├── plot_sdss_specPCA.py ├── plot_sgd_separating_hyperplane.py └── svm_gui.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/astroML/sklearn_tutorial/HEAD/.gitignore -------------------------------------------------------------------------------- /AUTHORS.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/astroML/sklearn_tutorial/HEAD/AUTHORS.rst -------------------------------------------------------------------------------- /COPYING: -------------------------------------------------------------------------------- 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