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

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