Scikit-learn Tutorial. Learn machine learning through hands-on lessons from expert instructors.
github.com/jakevdp/sklearn_scipy2013
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Updates
November 2013
- More robust downloader for sentiment140
June 2013
- fix typo in validation code
- update 7.2
- Merge branch 'master' of github.com:jakevdp/sklearn_scipy2013
- add solution to 7.2
- ignore *.zip and .DS_Store files
- Make the pyrallel example independent from the previous subsections
- Add success marker for the LFW download
- add exercises and solutions for unsupervised sections
- Re-render text mining notebook
- Remove remaining occurences of the _small suffix
- Remove the _small suffix on X and y variables in the text mining example
- Render the renamed notebooks
- Cosmit
- remove ABC to 0.1 0.2 0.3
- add exercise solution to 04C
- Introduce the DictVectorizer utility
- rename intro notebooks
- add validation exercise
- add brief sklearn overview