Combination of over- and under-sampling methods

The imblearn.combine provides methods which combine over-sampling and under-sampling.

SMOTEENN(*[, sampling_strategy, ...])	Over-sampling using SMOTE and cleaning using ENN.
SMOTETomek(*[, sampling_strategy, ...])	Over-sampling using SMOTE and cleaning using Tomek links.