Hidden Markov Models. More...

Classes
class	HMM
	A class that represents a Hidden Markov Model with an arbitrary type of emission distribution. More...

class	HMMModel
	A serializable HMM model that also stores the type. More...

class	HMMRegression
	A class that represents a Hidden Markov Model Regression (HMMR). More...

Enumerations
enum	HMMType : char { DiscreteHMM = 0, GaussianHMM, GaussianMixtureModelHMM, DiscreteHMM = 0, GaussianHMM, GaussianMixtureModelHMM }

enum	HMMType : char { DiscreteHMM = 0, GaussianHMM, GaussianMixtureModelHMM, DiscreteHMM = 0, GaussianHMM, GaussianMixtureModelHMM }
	HMMType, to be stored on disk. More...

Functions
template<typename ActionType , typename ExtraInfoType = void>
void	LoadHMMAndPerformAction (const std::string &modelFile, ExtraInfoType *x=NULL)
	ActionType should implement static void Apply(HMMType&). More...

template<typename HMMType >
void	SaveHMM (HMMType &hmm, const std::string &modelFile)
	Save an HMM to a file. More...

Detailed Description

Hidden Markov Models.

Enumeration Type Documentation

Definition at line 16 of file hmm_model.hpp.

HMMType, to be stored on disk.

This is of type char, which is one byte. (I'm not sure what will happen on systems where one byte is not eight bits.)

Definition at line 22 of file hmm_util.hpp.

template<typename ActionType , typename ExtraInfoType = void>

void mlpack::hmm::LoadHMMAndPerformAction	(	const std::string &	modelFile,
		ExtraInfoType *	x = `NULL`
	)

ActionType should implement static void Apply(HMMType&).

template<typename HMMType >

Save an HMM to a file.

The file must also encode what type of HMM is being stored.