Package org.ptolemy.machineLearning.hmm

The org.ptolemy.machineLearning.hmm package.

Since:

Ptolemy II 8.1

Class Summary

Class	Description
HMMExponentialClassifier	This actor performs Maximum-Likelihood classification of the partially-observed Bayesian Network models.
HMMExponentialEstimator	This actor implements a parameter estimator for Hidden Markov Models with exponential emissions.
HMMGaussianClassifier	This actor performs Maximum-Likelihood classification of the partially-observed Bayesian Network models.
HMMGaussianEstimator	This actor implements a parameter estimator for Hidden Markov Models with Gaussian Emissions.
HMMMultinomialClassifier	This actor performs Maximum-Likelihood classification of the partially-observed Bayesian Network models.
HMMMultinomialEstimator	This actor implements a parameter estimator for Hidden Markov Models with Multinomial Emissions.
ObservationClassifier	This actor performs Maximum-Likelihood classification of the partially-observed Bayesian Network models.
ParameterEstimator	This actor implements the Expectation-Maximization(EM) algorithm for parameter estimation in graphical stochastic models.