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Implementation of a simple Variationnal Auto Encoder in Lasagne

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Implementation of a Lasagne convolutional variationnal autoencoder, and a simple variationnal autoencoder.

Latent space is distributed as a Gaussian

Run the script

python VAE_cnn.py

TODO

  • Recurrent variationnal auto encoder
  • Add dropout to CNN

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Implementation of a simple Variationnal Auto Encoder in Lasagne

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