Version 0.10.1#
December 28, 2022
Changelog#
Bug fixes#
Fix a regression in over-sampler where the string
minoritywas rejected as an unvalid sampling strategy. #964 by Prakhyath Bhandary.
Version 0.10.0#
December 9, 2022
Changelog#
Bug fixes#
Make sure that
Substitutionis working withpython -OOthat replace__doc__byNone. #953 bu Guillaume Lemaitre.
Compatibility#
Maintenance release for be compatible with scikit-learn >= 1.0.2. #946, #947, #949 by Guillaume Lemaitre.
Add support for automatic parameters validation as in scikit-learn >= 1.2. #955 by Guillaume Lemaitre.
Add support for
feature_names_in_as well asget_feature_names_outfor all samplers. #959 by Guillaume Lemaitre.
Deprecation#
The parameter
n_jobshas been deprecated from the classesADASYN,BorderlineSMOTE,SMOTE,SMOTENC,SMOTEN, andSVMSMOTE. Instead, pass a nearest neighbors estimator wheren_jobsis set. #887 by Guillaume Lemaitre.The parameter
base_estimatoris deprecated and will be removed in version 0.12. It is impacted the following classes:BalancedBaggingClassifier,EasyEnsembleClassifier,RUSBoostClassifier. #946 by Guillaume Lemaitre.
Enhancements#
Add support to accept compatible
NearestNeighborsobjects by only duck-typing. For instance, it allows to accept cuML instances. #858 by NV-jpt and Guillaume Lemaitre.