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annotate toolboxes/FullBNT-1.0.7/docs/supportedModels.html @ 0:e9a9cd732c1e tip

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first hg version after svn
author wolffd
date Tue, 10 Feb 2015 15:05:51 +0000
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wolffd@0 1 <h2><a name="models">Supported probabilistic models</h2>
wolffd@0 2 <p>
wolffd@0 3 It is trivial to implement all of
wolffd@0 4 the following probabilistic models using the toolbox.
wolffd@0 5 <ul>
wolffd@0 6 <li>Static
wolffd@0 7 <ul>
wolffd@0 8 <li> Linear regression, logistic regression, hierarchical mixtures of experts
wolffd@0 9
wolffd@0 10 <li> Naive Bayes classifiers, mixtures of Gaussians,
wolffd@0 11 sigmoid belief nets
wolffd@0 12
wolffd@0 13 <li> Factor analysis, probabilistic
wolffd@0 14 PCA, probabilistic ICA, mixtures of these models
wolffd@0 15
wolffd@0 16 </ul>
wolffd@0 17
wolffd@0 18 <li>Dynamic
wolffd@0 19 <ul>
wolffd@0 20
wolffd@0 21 <li> HMMs, Factorial HMMs, coupled HMMs, input-output HMMs, DBNs
wolffd@0 22
wolffd@0 23 <li> Kalman filters, ARMAX models, switching Kalman filters,
wolffd@0 24 tree-structured Kalman filters, multiscale AR models
wolffd@0 25
wolffd@0 26 </ul>
wolffd@0 27
wolffd@0 28 <li> Many other combinations, for which there are (as yet) no names!
wolffd@0 29
wolffd@0 30 </ul>
wolffd@0 31
wolffd@0 32