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Commits on Jul 11, 2023

• FIX multiply by random number < 0.5 for BorderlineSMOTE-2 (scikit-learn-contrib#1027)

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• DOC add section about scikit-learn-intelex (scikit-learn-contrib#1026)

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Commits on Jul 10, 2023

• FIX BorderlineSMOTE-2 use the full dataset to generate new sample (scikit-learn-contrib#1023)

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• FIX raise informative error message when SV are all noise (scikit-learn-contrib#1016)

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• FIX compute the median of std dev for each class to over-sample in SMOTENC (scikit-learn-contrib#1015)

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• FIX divide by sqrt(2) the median entry in SMOTENC (scikit-learn-contrib#1014)

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• DOC rephrase IHT multiclass handling

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• DOC fix the strategy used for multiclass in IHT (scikit-learn-contrib#1013)

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• FIX/DEPR follow literature for the implementation of NCR (scikit-learn-contrib#1012)

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• API deprecate estimator_ in favor of estimators_ in CNN and OSS (scikit-learn-contrib#1011)

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Commits on Jul 9, 2023

• API change behaviour of bootstrap in BRF (scikit-learn-contrib#1010)

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Commits on Jul 8, 2023

• bumpversion to 0.12.0.dev0

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• bumpversion 0.11.0

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• ENH add auto inference based on pd.CategoricalDtype in SMOTENC (scikit-learn-contrib#1009)

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• ENH support array-like of str for categorical_features in SMOTENC (scikit-learn-contrib#1008)

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• FIX remove spurious warning raised when over-sampling the minority class (scikit-learn-contrib#1007)

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• API change default of replacement and sampling_strategy in BRF (scikit-learn-contrib#1006)

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• ENH allow any dtype in input from RandomSampler (scikit-learn-contrib#1004)

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Commits on Jul 7, 2023

• MAINT use sphinx-copybutton extension (scikit-learn-contrib#1005)

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• FIX handle sparse matrices in SMOTEN (scikit-learn-contrib#1003)

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• ENH add categorical_encoder to SMOTEN (scikit-learn-contrib#1001)

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• FIX handle heterogeneous data type in categorical feature in SMOTENC (scikit-learn-contrib#1002)

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• ENH add categorical_encoder param to SMOTENC (scikit-learn-contrib#1000)

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• DOC add entry in whats new for scikit-learn 1.3.0 compatibility

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• MAINT compatibility scikit-learn 1.3 (scikit-learn-contrib#999)

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Commits on Dec 28, 2022

• MAINT pin numpy and scipy version for minimum keras/tensorflow (scikit-learn-contrib#965)

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Commits on Dec 9, 2022

• MAINT bumpversion to 0.11.0.dev0

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• REL bumpversion 0.10

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• DOC adding dates to changelog

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• MAINT create a new build for intermediate scikit-learn (scikit-learn-contrib#961)

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Commits on Dec 5, 2022

• TST add set_output test in pipeline (scikit-learn-contrib#960)

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• MAINT add support for feature_names_in_ (scikit-learn-contrib#959)

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• MAINT validate parameters for public functions (scikit-learn-contrib#956)

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• MAINT be more inclusive regarding dict (scikit-learn-contrib#958)

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• MAINT add support for dataframe in parameter validation framework (scikit-learn-contrib#957)

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