libmindhttp://mloss.orgUpdates and additions to libmindenTue, 04 Sep 2012 04:30:57 -0000libmind alpha 1<html><p>This Python library, libmind, aims to solve the problem in Machine Learning of processing sequences of inputs instead of a fixed size vector that many algorithms requires to perform classification or regression and also providing a minimalist interface to learn and predict sequences in almost any domain. </p> <p>The basic idea is to use an Echo State Network to generate a single fixed size vector in R^n from a sequence of inputs of vectors in R^k. Then, we can use this representation to perform some kind of classification or regression. Also, a dual procedure can be used to reconstruct a sequence of vectors in R^k from a fixed size vector in R^n. </p></html>neuromancerTue, 04 Sep 2012 04:30:57 -0000 computingassociation