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A TensorFlow based Python library for autoencoders. Specifically a sparse autoencoder and implementing self-taught learning paradigm.

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self-taught

By Pulin Agrawal

A TensorFlow based Python library for autoencoders. Specifically for sparse autoencoders and implementing self-taught learning paradigm.

Autoencoder

at https://github.com/pulinagrawal/self-taught/blob/master/src/utils/ae.py

Features

Model searlization
Tied weights
Sparse autoencoder (KL Divergence regularization)
Denoising
Dropout regularization
TensorFlow summary

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A TensorFlow based Python library for autoencoders. Specifically a sparse autoencoder and implementing self-taught learning paradigm.

sparse autoencoder

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