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Variational and Importance Weigthed Autoencoders in PyTorch

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VAE and IWAE in PyTorch

Implementations of Variational Autoencoder (VAE) and Importance Weigthed Autoencoders (IWAE) in PyTorch

Currently

  • Factorized Gaussian encoder
  • Factorized Gaussian decoder (with range limited variance)
  • VAE and IWAE cost functions
  • MNIST example

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Variational and Importance Weigthed Autoencoders in PyTorch

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