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v0.2.1 Full Test/Coverage workflow, Support for Windows
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@PanyiDong PanyiDong released this 30 Apr 21:51
· 197 commits to master since this release
v0.2.1
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Learn about vigilant mode.

What's Changed

  1. Full Tests/Coverage Report workflow by @PanyiDong in #4, #5, #6, #10, #12

  2. Neural Network based Classification/Regression models (MLP, RNN) by @PanyiDong in #7

NOTE: Neural Networks for tabular learning does not guarantee better performance, so it's not necessary to include these models

  1. Add LightGBM Classification/Regression models by @PanyiDong in #8

  2. Add Xgboost Classification/Regression models by @PanyiDong in #9

  3. Add more feature selection methods by @PanyiDong in #14

SFS, mRMR (minimal-redundancy-maximal-relevance), CBFS (copula-based feature selection)

  1. Windows support by @PanyiDong in #15

For windows users, autosklearn can not be installed, so all models from autosklearn are replaced with equivalent sklearn models.

Full Changelog: v0.2.0...v0.2.1

Contributors

PanyiDong
Assets 2
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