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