Version 0.11.0 (Under development)#
Changelog#
Bug fixes#
SMOTENCnow handles mix types of data type such asboolandpd.categoryby delegating the conversion to scikit-learn encoder. #1002 by Guillaume Lemaitre.Handle sparse matrices in
SMOTENand raise a warning since it requires a conversion to dense matrices. #1003 by Guillaume Lemaitre.
Compatibility#
Maintenance release for being compatible with scikit-learn >= 1.3.0. #999 by Guillaume Lemaitre.
Deprecation#
The fitted attribute
ohe_inSMOTENCis deprecated and will be removed in version 0.13. Usecategorical_encoder_instead. #1000 by Guillaume Lemaitre.
Enhancements#
SMOTENCnow accepts a parametercategorical_encoderallowing to specify aOneHotEncoderwith custom parameters. #1000 by Guillaume Lemaitre.SMOTENnow accepts a parametercategorical_encoderallowing to specify aOrdinalEncoderwith custom parameters. A new fitted parametercategorical_encoder_is exposed to access the fitted encoder. #1001 by Guillaume Lemaitre.