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0.3.0

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@ThomasBury ThomasBury released this 10 Jan 16:45
· 392 commits to main since this release
  • Fix the Boruta_py feature counts, now adds up to n_features
  • Fix the boxplot colours, when only rejected and accepted (no tentative) the background color was the tentative color
  • Numpy docstring style
  • Implement the new lightGBM callbacks. The new lgbm version (>3.3.0) implements the early stopping using a callback rather than an argument
  • Fix a bug for computing the shap importance when the estimator is lightGBM and the task is classification
  • Add ranking and absolute ranking attributes for all the classes
  • Fix future pandas TypeError when computing numerical values on a dataframe containing non-numerical columns
  • Add housing data to the distribution
  • Add "extreme" sampling methods
  • Re-run the NBs