hmm Directory Reference

Files

file  discreteDST.cc [code]
file  discreteDST.h [code]
file  discreteHMM.cc [code]
 

This file contains the implementation of functions in discreteHMM.h.


file  discreteHMM.h [code]
 

This file contains functions of a discrete Hidden Markov Models (in C) and a wrapper class (in C++) for these functions.


file  gaussianHMM.cc [code]
 

This file contains the implementation of functions in gaussianHMM.h.


file  gaussianHMM.h [code]
 

This file contains functions of a Gaussian Hidden Markov Models.


file  generate.cc [code]
 

This file contains the program to generate sequences from a Hidden Markov Model.


file  loglik.cc [code]
 

This file contains the program to compute log-likelihood of sequences according to a Hidden Markov Model.


file  mixgaussHMM.cc [code]
 

This file contains the implementation of functions in mixgaussHMM.h.


file  mixgaussHMM.h [code]
file  mixtureDST.cc [code]
 

This file contains implementation of functions in mixtureDST.h.


file  mixtureDST.h [code]
 

This file contains the class represent a mixture of Gaussian distribution It maintains the priori cluster probabilities, means and covariance matrices of Gaussian cluters in the mixture.


file  support.cc [code]
file  support.h [code]
file  train.cc [code]
 

This file contains the program to estimate Hidden Markov Model parameter using training sequences.


file  viterbi.cc [code]
 

This file contains the program to compute the most probable state sequences in a Hidden Markov Model of given sequences Model.


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