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Variational Autoencoders (VAEs) in Theano for Images and Text

##Variational Auto-encoder

run: python main_mnist.py

 python main_face.py
 

Visualization

  • Reconstructions:

- 2d latent space

- Generations from positions

- Visualizatin code from: https://jmetzen.github.io/2015-11-27/vae.html

Reference