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bcv-aetut Autoencoder tutorial

Autoencoder tutorial for Advanced Machine Learning Course (BCV Uniandes).

We present a tutorial to get acquainted with the use and implementation of autoencoders. Traditional Autoencoder and Variational Autoencoder tutorials are found here.

Implementation requires pytorch 0.4 to run, older distributions will raise errors.