Oversampling Python Packages

split-folders

🗂 Split folders with files (i.e. images) into training, validation and test (dataset) folders

smote-variants

A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features

imbalanced-learn-extra

Implementation of novel oversampling algorithms.

reg-resampler

A python library for repurposing traditional classification-based resampling techniques for regression tasks

multi-imbalance

Python package for tackling multiclass imbalance problems.

synloc

A Python package to create synthetic data from locally estimated distributions

synthia

Multidimensional synthetic data generation in Python

overnan

Oversampling for Imbalanced Learning with Missing Values

osman

osman: OverSampling by Deep Generative Models A pip package which oversamples class imbalance binary data by Deep Generative Models.

geometric-smote

Implementation of novel oversampling algorithms.