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This PR contains the following updates:
==0.9.1
->==0.10.1
Release Notes
scikit-learn-contrib/imbalanced-learn
### [`v0.10.0`](https://togithub.com/scikit-learn-contrib/imbalanced-learn/releases/tag/0.10.0): imbalanced-learn 0.10.0 [Compare Source](https://togithub.com/scikit-learn-contrib/imbalanced-learn/compare/0.9.1...0.10.0) # Changelog ## Bug fixes - Make sure that Substitution is working with `python -OO` that replaces **doc** by None. [#953](https://togithub.com/scikit-learn-contrib/imbalanced-learn/pull/953) bu [Guillaume Lemaitre](https://togithub.com/glemaitre). ## Compatibility - Maintenance release for being compatible with scikit-learn >= 1.0.2. [#946](https://togithub.com/scikit-learn-contrib/imbalanced-learn/pull/946), [#947](https://togithub.com/scikit-learn-contrib/imbalanced-learn/pull/947), [#949](https://togithub.com/scikit-learn-contrib/imbalanced-learn/pull/949) by [Guillaume Lemaitre](https://togithub.com/glemaitre). - Add support for automatic parameters validation as in scikit-learn >= 1.2. [#955](https://togithub.com/scikit-learn-contrib/imbalanced-learn/pull/955) by [Guillaume Lemaitre](https://togithub.com/glemaitre). - Add support for `feature_names_in_` as well as `get_feature_names_out` for all samplers. [#959](https://togithub.com/scikit-learn-contrib/imbalanced-learn/pull/959) by [Guillaume Lemaitre](https://togithub.com/glemaitre). ## Deprecation - The parameter `n_jobs` has been deprecated from the classes [ADASYN](https://imbalanced-learn.org/dev/references/generated/imblearn.over_sampling.ADASYN.html#imblearn.over_sampling.ADASYN), [BorderlineSMOTE](https://imbalanced-learn.org/dev/references/generated/imblearn.over_sampling.BorderlineSMOTE.html#imblearn.over_sampling.BorderlineSMOTE), [SMOTE](https://imbalanced-learn.org/dev/references/generated/imblearn.over_sampling.SMOTE.html#imblearn.over_sampling.SMOTE), [SMOTENC](https://imbalanced-learn.org/dev/references/generated/imblearn.over_sampling.SMOTENC.html#imblearn.over_sampling.SMOTENC), [SMOTEN](https://imbalanced-learn.org/dev/references/generated/imblearn.over_sampling.SMOTEN.html#imblearn.over_sampling.SMOTEN), and [SVMSMOTE](https://imbalanced-learn.org/dev/references/generated/imblearn.over_sampling.SVMSMOTE.html#imblearn.over_sampling.SVMSMOTE). Instead, pass a nearest neighbors estimator where n_jobs is set. [#887](https://togithub.com/scikit-learn-contrib/imbalanced-learn/pull/887) by [Guillaume Lemaitre](https://togithub.com/glemaitre). - The parameter `base_estimator` is deprecated and will be removed in version 0.12. It is impacted the following classes: [BalancedBaggingClassifier](https://imbalanced-learn.org/dev/references/generated/imblearn.ensemble.BalancedBaggingClassifier.html#imblearn.ensemble.BalancedBaggingClassifier), [EasyEnsembleClassifier](https://imbalanced-learn.org/dev/references/generated/imblearn.ensemble.EasyEnsembleClassifier.html#imblearn.ensemble.EasyEnsembleClassifier), [RUSBoostClassifier](https://imbalanced-learn.org/dev/references/generated/imblearn.ensemble.RUSBoostClassifier.html#imblearn.ensemble.RUSBoostClassifier). [#946](https://togithub.com/scikit-learn-contrib/imbalanced-learn/pull/946) by [Guillaume Lemaitre](https://togithub.com/glemaitre). ## Enhancements - Add support to accept compatible NearestNeighbors objects by only duck-typing. For instance, it allows to accept cuML instances. [#858](https://togithub.com/scikit-learn-contrib/imbalanced-learn/pull/858) by [NV-jpt](https://togithub.com/NV-jpt) and [Guillaume Lemaitre](https://togithub.com/glemaitre).Configuration
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