Normalizing Flows. Learn how AI models transform data step by step.

github.com/karpathy/pytorch-normalizing-flows

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Updates

December 2019
  • fix bug where net_class was not correctly used and propagated
  • add a positional encoding MLP to the mix, helps with low-d curled up …
  • fix a bug where we would init with uninitialized memory
  • small updates to Readme
  • include also and play with neural splines too
  • refactor Invertible1x1Conv: remove scipy dependence, clean up
  • readme formatting cosmetics
  • sequester code into files, keep notebooks a bit thiner and focused on…
  • initial commit of jupyter notebook of flat flows of NICE, RealNVP, MA…