greeness/libfm
Library for factorization machines
John Langford's original release of Vowpal Wabbit -- a fast online learning algorithm
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Library for factorization machines
The Arcade Learning Environment (ALE) -- a platform for AI research.
Public repository.
Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.