ENH add auto inference based on pd.CategoricalDtype in SMOTENC #1009
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Add the option
categorical_features="auto"that detects categorical features if they are usingpd.CategoricalDtypeinSMOTENCestimator.In addition, we need to make sure that we don't only have numerical features after the inference, in which case, we raise an error.