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Information Theoretic Learning Auto-Encoders
- goldenkey 11y agoVery poorly documented. I could not figure out what the goal of the project is although it sounds like a codec that uses machine learning.
- daveguy 11y agoNot affiliated, but I found the paper. First link to gitxiv is the abstract of a paper on arxiv. Here is the paper with more detail: http://arxiv.org/abs/1603.06653 http://arxiv.org/abs/1603.06653
- eejr 11y agoHi, sorry for the poor documentation. But please, check out the paper the person above mentioned. We worked hard to make it as accessible as possible. Also, the core of our code is actually here: https://github.com/EderSantana/seya/blob/master/seya/layers/regularization.py#L9-L57 https://github.com/EderSantana/seya/blob/master/seya/layers/... If you are a Keras (or Theano) dev it should be an easy read. If not, please drop us a note on github.