Implements a manifold dimension reuduction algorithm based on work of Chigirev and Bialek (NIPS 2004). This takes arbitrary dimension data and tries to move the points onto a lower dimensional manifold using an information theoretic approach. This implementation is based on Matlab code originally due to Nick Masse and Gregory Jefferis.
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