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view toolboxes/FullBNT-1.0.7/docs/supportedModels.html @ 0:e9a9cd732c1e tip
first hg version after svn
author | wolffd |
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date | Tue, 10 Feb 2015 15:05:51 +0000 |
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<h2><a name="models">Supported probabilistic models</h2> <p> It is trivial to implement all of the following probabilistic models using the toolbox. <ul> <li>Static <ul> <li> Linear regression, logistic regression, hierarchical mixtures of experts <li> Naive Bayes classifiers, mixtures of Gaussians, sigmoid belief nets <li> Factor analysis, probabilistic PCA, probabilistic ICA, mixtures of these models </ul> <li>Dynamic <ul> <li> HMMs, Factorial HMMs, coupled HMMs, input-output HMMs, DBNs <li> Kalman filters, ARMAX models, switching Kalman filters, tree-structured Kalman filters, multiscale AR models </ul> <li> Many other combinations, for which there are (as yet) no names! </ul>