Scikit-learn Tutorial. Teaching materials for learning machine learning with Python.

github.com/amueller/scipy-2016-sklearn

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Updates

March 2019
  • Fixed pandas scatter matrix call (#85)
November 2016
  • Updates and bugfixes to the workshop materials (#75)
July 2016
  • Merge pull request #74 from rasbt/videos
  • add links to videos on youtube
  • Merge pull request #73 from amueller/books
  • books
  • Merge pull request #72 from amueller/slides
  • nb08 solution
  • add slides
  • Merge pull request #71 from amueller/nb15sol
  • remove nb15 header numbers
  • exercise nb15
  • Merge pull request #70 from amueller/add_gridsearch_exercise
  • add gridsearch exercise
  • Merge pull request #69 from amueller/polish_my_parts
  • Merge pull request #68 from amueller/ex-nb16
  • Merge pull request #67 from amueller/cross_validation_exercise
  • Merge pull request #66 from amueller/exercise_word_processing
  • clear output nb16
  • slight simplifications, use better exercise in 15