diff options
Diffstat (limited to 'sourcecodes/bnt-master/docs/supportedModels.html')
| -rw-r--r-- | sourcecodes/bnt-master/docs/supportedModels.html | 32 |
1 files changed, 32 insertions, 0 deletions
diff --git a/sourcecodes/bnt-master/docs/supportedModels.html b/sourcecodes/bnt-master/docs/supportedModels.html new file mode 100644 index 00000000..af29d18e --- /dev/null +++ b/sourcecodes/bnt-master/docs/supportedModels.html @@ -0,0 +1,32 @@ + <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> + + \ No newline at end of file |
