Package com.aliasi.hmm

Classes for estimating and decoding hidden Markov models.

See:
Description

Interface Summary

HiddenMarkovModel

The HiddenMarkovModel interface provides a means for definining the probability estimates and symbol table underlying a hidden Markov model (HMM).

Class Summary

AbstractHmm	An AbstractHmm is an abstract implementation of a hidden Markov model which manages a symbol table and defines the basic methods in terms of the symbolic linear probability methods.
AbstractHmmEstimator	An HmmEstimator may be used to train a hidden Markov model (HMM).
HmmCharLmEstimator	An HmmCharLmEstimator employs a maximum a posteriori transition estimator and a bounded character language model emission estimator.
HmmDecoder	An HmmDecoder provides a range of decoding services for hidden Markov models (HMMs).
HmmEvaluation	An HmmEvaluation stores and reports the results for evaluating hidden Markov models.
HmmEvaluator	An HmmEvaluator provides an evaluation mechanism for HMMs.
TagWordLattice	A TagWordLattice encodes a lattice resulting from decoding a hidden Markov model (HMM).

Package com.aliasi.hmm Description

Classes for estimating and decoding hidden Markov models.