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Awesome Open Source


Variational AutoEncoder on the MNIST data set using the PyTorch


  • PyTorch
  • torchvision
  • numpy


Generated samples from 2-D latent variable with random numbers from a normal distribution with mean 0 and variance 1

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  1. Auto-Encoding Variational Bayes. Diederik P Kingma, Max Welling (paper):
  2. 오토인코더의 모든 것 (slides):
  3. Basic VAE Example (github):
  4. hwalsuklee/tensorflow-mnist-VAE (github):

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autoencoder (79
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