osman

A package which lets users oversample class imbalanced(binary) data by Deep Generative Models. It offers two APIS. They are : variational auto encoder and WGAN-GP.


Keywords
deep-learning, gan, generative-model, oversampling, variational-autoencoder, wgan-gp
License
MIT
Install
pip install osman==0.0.1

Documentation

osman

osman: OverSampling by Deep Generative Models

A pip package which oversamples class imbalanced binary data by Deep Generative Models.

This package offers two APIs.

  1. Variational Auto Encoders

  2. WGAN-GP