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

oversampleqa

A question-answering project focused on handling imbalanced datasets through advanced oversampling techniques.

imbalanced-learn-extra

Implementation of novel oversampling algorithms.

multi-imbalance

Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/

reg-resampler

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

synloc

A Python Package to Create Synthetic Tabular Data

synthia

📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python

nested-cv-analysis

Routines to perform cross-validation and nested cross-validation using data transformations

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.