/generative_models

Generative Modelling Experiments

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

Generative Modelling Experiments

This repo contains reusable PyTorch modules for implementing various generative models, as well as notebook examples corresponding to my blog https://angusturner.github.io/

TODO

  • Basic gaussian distribution
  • Gaussian Mixture implementation
  • Variational Autoencoder
  • Normalising Flows
    • Planar Flows
    • Inversive Autoregressive Flows
  • GAN