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Commits on Sep 1, 2015

• Remove *.py~

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Commits on Jun 9, 2015

• Added scikit-learn gaussian mixture models notebook.

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Commits on Jun 4, 2015

• Added scikit-learn validation and model selection notebook.

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Commits on May 31, 2015

• Added scikit-learn pca notebook.

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• Added scikit-learn k-means clustering notebook.

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• Added scikit-learn random forest notebook.

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• Added credits.

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• Added credits.

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• Added credits.

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• Added credits.

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Commits on Apr 28, 2015

• Added random forest classifier iPython Notebook.

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Commits on Apr 22, 2015

• Added note about overfitting and the need for model validation in the k-nearest neighbors model.

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Commits on Apr 19, 2015

• Added scikit-learn linear regression notebook.

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• Added scikit-learn svm notebook.

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Commits on Apr 17, 2015

• Added fig_code from https://github.com/jakevdp/sklearn_pycon2015, which is used in the scikit-learn notebooks.

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Commits on Apr 15, 2015

• Renamed scikit-learn.ipynb to scikit-learn-intro.ipynb. Will add separate notebooks for various algorithms and machine learning concepts, rather than placing everything in a single notebook.

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• Removed SVMs from scikit-learn notebook. Will move SVM snippets to its own notebook. scikit-learn will be renamed to scikit-learn-intro to serve as a brief introduction.

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Commits on Apr 14, 2015

• Updated notebook to v3.

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Commits on Apr 11, 2015

• Added snippets for support vector machines with kernels.

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• Added snippets for support vector machines.

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• Reduced image width for a better fit on nbviewer.

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• Added k nearest neighbors algorithm operating on the iris data set.

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• Added iris data set and quick exploratory data analysis plot. This data set will be used for some upcoming machine learning algorithms.

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• Added scikit-learn estimators methods.

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• Added initial scikit-learn IPython Notebook. Currently contains the scikit-learn cheat sheet and will evolve to contain more machine learning concepts within scikit-learn.

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Commits on Jan 26, 2015

• Added scikit-learn skeleton. Marked which projects are under active development and which are coming soon. Removed redundant info.

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