rocknrollnerd / vae

My attempt at variational autoencoder with Theano and Lasagne

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vae

My attempt at variational autoencoder with Theano and Lasagne.

python run.py

reconstructions

space

Not really an original implementation; I used code snippets from parmesan library, and also latent space visualization function from DTU-deeplearning. The idea was to make an implementation as simple as possible just to understand how it works at all, not feature-rich model.

Kingma, Diederik P., and Max Welling. "Auto-encoding variational bayes." arXiv preprint arXiv:1312.6114 (2013).

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My attempt at variational autoencoder with Theano and Lasagne

License:MIT License


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