Poniard 0.2.1
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)
- Implements
Full Changelog: 0.2.0...0.2.1