Package com.aliasi.hmm

Classes for estimating and decoding hidden Markov models.

See: Description

Interface Summary

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

Class Summary

Class	Description
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 implementations of first-best, n-best and marginal taggers for hidden Markov models (HMMs).

Package com.aliasi.hmm Description

Classes for estimating and decoding hidden Markov models.