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autoencoders

Implementation of several different types of autoencoders in Theano.

  • da.py: Denoising Autoencoder implementation.
  • ca.py: Contractive Autoencoder implementation.
  • sa.py: Sparse Autoencoder implementation.
  • autoencoder.py: Base class for other autoencoder types and basic implementation of a linear autoencoder.

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Implementation of several different types of autoencoders

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