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Poniard 0.2.1

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@rxavier rxavier released this 28 Jul 17:28
· 195 commits to main since this release

What's Changed

  • Allow adding preprocessing steps to existing preprocessor and add VarianceTreshold by @rxavier in #9
    • Implements add_preprocessing_step
    • Removes transformers with no assigned features from the preprocessor
    • Include a VarianceThreshold transformer at the end of the default preprocessing pipeline
    • Don't use TargetEncoder if the target is multi output, switch to OrdinalEncoder instead
    • Set TargetEncoder to ignore unseen categories - will use the mean of the target
    • Improve TargetEncoder docs
    • Clear the _fitted_estimator_ids after adding a preprocessing step or reassigning types (which triggers a rebuild of the preprocessor)

Full Changelog: 0.2.0...0.2.1