Changelog

Bug fixes

• Make sure that Substitution is working withpython -OO that replacesdoc by None.#953 buGuillaume Lemaitre.

Compatibility

• Maintenance release for being compatible with scikit-learn >= 1.0.2.#946,#947,#949 byGuillaume Lemaitre.
• Add support for automatic parameters validation as in scikit-learn >= 1.2.#955 byGuillaume Lemaitre.
• Add support forfeature_names_in_ as well asget_feature_names_out for all samplers.#959 byGuillaume Lemaitre.

Deprecation

• The parametern_jobs has been deprecated from the classesADASYN,BorderlineSMOTE,SMOTE,SMOTENC,SMOTEN, andSVMSMOTE. Instead, pass a nearest neighbors estimator where n_jobs is set.#887 byGuillaume Lemaitre.
• The parameterbase_estimator is deprecated and will be removed in version 0.12. It is impacted the following classes:BalancedBaggingClassifier,EasyEnsembleClassifier,RUSBoostClassifier.#946 byGuillaume Lemaitre.

Enhancements

• Add support to accept compatible NearestNeighbors objects by only duck-typing. For instance, it allows to accept cuML instances.#858 byNV-jpt andGuillaume Lemaitre.