Scikit-Learn Tutorial. Learn machine learning through hands-on examples and notebooks.

github.com/jakevdp/sklearn_pycon2014

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Updates

April 2016
  • Update README.md
April 2014
  • Update README: add video link
  • Merge pull request #1 from teoliphant/master
  • Remove references to Anaconda CE --- there is no Anaconda CE anymore.…
  • fix list layout
  • add website to preliminaries
  • add solution to section 4
  • finish validation notebook
  • finish KMeans section
  • add PCA discussion
  • update supervised learning section
  • update basic principles
  • update data representation section
  • 2013->2014
  • update README
  • add preliminaries and basics
  • Add initial notebooks
September 2013
  • Initial commit