mlpack::hmm Namespace Reference

Hidden Markov Models. More...

Classes
class	HMM
	A class that represents a Hidden Markov Model with an arbitrary type of emission distribution. More...
Functions
template<typename Distribution >
void	LoadHMM (HMM< Distribution > &hmm, util::SaveRestoreUtility &sr)
	Load an HMM from file.
template<typename Distribution >
void	SaveHMM (const HMM< Distribution > &hmm, util::SaveRestoreUtility &sr)
	Save an HMM to file.

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Detailed Description

Hidden Markov Models.

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Function Documentation

template<typename Distribution >

void mlpack::hmm::LoadHMM	(	HMM< Distribution > &	hmm,
		util::SaveRestoreUtility &	sr
	)

Load an HMM from file.

This only works for GMMs, DiscreteDistributions, and GaussianDistributions.

Template Parameters:

Distribution

Distribution type of HMM.

Parameters:

sr

SaveRestoreUtility to use.

template<typename Distribution >

void mlpack::hmm::SaveHMM	(	const HMM< Distribution > &	hmm,
		util::SaveRestoreUtility &	sr
	)

Save an HMM to file.

This only works for GMMs, DiscreteDistributions, and GaussianDistributions.

Template Parameters:

Distribution

Distribution type of HMM.

Parameters:

sr

SaveRestoreUtility to use.