AotY / generative_models

Generative Modelling Experiments

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Generative Modelling Experiments

This repo contains reusable PyTorch 0.4.1 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

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Generative Modelling Experiments


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