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Scikit-learn API enhancements #308

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weixuanfu opened this issue Jan 22, 2021 · 0 comments
Open

Scikit-learn API enhancements #308

weixuanfu opened this issue Jan 22, 2021 · 0 comments
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@lacava

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@weixuanfu
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Below are some ideas for future enhancements for pennaipy:

  • refine default values of parameters in PennAI for better AutoML application
  • support more classifiers and regressors in the PennAI configurations
  • update knowledgebase every half year or quarter based on latest version of scikit-learn/xgboost
  • Add support of cuML for big data analysis with GPU (similar with TPOT cuML)
@lacava lacava self-assigned this Apr 2, 2021
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@lacava @weixuanfu