Machine Learning Course. Learn how to teach computers to recognize patterns in data.

github.com/rasbt/stat451-machine-learning-fs21

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Updates

January 2022
  • Merge branch 'main' of https://github.com/rasbt/stat451-machine-learn…
  • sfs code
  • Create README.md
December 2021
  • permutation importance code
  • 04_recursive-feature-elimination
  • Merge pull request #4 from rasbt/orion
  • orion wip
  • random forest importance
  • solutions
  • feature selection
  • variance threshold
  • from scratch coding exercise
  • metrics
  • add missing figure
  • nested cv code
November 2021
  • Merge pull request #3 from rasbt/deap
  • genetic algo based search
  • Rename 05.2-randomsearch-stacking.ipynb to 05.2-successive-halving-st…
  • cross validation
  • add successive halving examples