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

Public Member Functions
	HMMModel ()
	Construct an uninitialized model. More...

	HMMModel (const HMMType type)
	Construct a model of the given type. More...

	HMMModel (const HMMModel &other)
	Copy another model. More...

	HMMModel (HMMModel &&other)
	Take ownership of another model. More...

	~HMMModel ()
	Clean memory. More...

HMMModel &	operator= (const HMMModel &other)
	Copy assignment operator. More...

template<typename ActionType , typename ExtraInfoType >
void	PerformAction (ExtraInfoType *x)
	Given a functor type, perform that functor with the optional extra info on the HMM. More...

template<typename Archive >
void	Serialize (Archive &ar, const unsigned int)
	Serialize the model. More...

Private Attributes
HMM< distribution::DiscreteDistribution > *	discreteHMM
	Not used if type is not DiscreteHMM. More...

HMM< distribution::GaussianDistribution > *	gaussianHMM
	Not used if type is not GaussianHMM. More...

HMM< gmm::GMM > *	gmmHMM
	Not used if type is not GaussianMixtureModelHMM. More...

HMMType	type
	The type of the HMM. More...

Detailed Description

A serializable HMM model that also stores the type.

Definition at line 26 of file hmm_model.hpp.

Constructor & Destructor Documentation

mlpack::hmm::HMMModel::HMMModel ( )

inline

Construct an uninitialized model.

Definition at line 40 of file hmm_model.hpp.

mlpack::hmm::HMMModel::HMMModel ( const HMMType type )

inline

Construct a model of the given type.

Definition at line 50 of file hmm_model.hpp.

References mlpack::hmm::DiscreteHMM, mlpack::hmm::GaussianHMM, and mlpack::hmm::GaussianMixtureModelHMM.

mlpack::hmm::HMMModel::HMMModel ( const HMMModel & other )

inline

Copy another model.

Definition at line 65 of file hmm_model.hpp.

References mlpack::hmm::DiscreteHMM, discreteHMM, mlpack::hmm::GaussianHMM, gaussianHMM, mlpack::hmm::GaussianMixtureModelHMM, and gmmHMM.

mlpack::hmm::HMMModel::HMMModel ( HMMModel && other )

inline

Take ownership of another model.

Definition at line 82 of file hmm_model.hpp.

References mlpack::hmm::DiscreteHMM.

mlpack::hmm::HMMModel::~HMMModel ( )

inline

Clean memory.

Definition at line 119 of file hmm_model.hpp.

References discreteHMM, gaussianHMM, and gmmHMM.

Member Function Documentation

HMMModel& mlpack::hmm::HMMModel::operator= ( const HMMModel & other )

inline

Copy assignment operator.

Definition at line 95 of file hmm_model.hpp.

References mlpack::hmm::DiscreteHMM, discreteHMM, mlpack::hmm::GaussianHMM, gaussianHMM, mlpack::hmm::GaussianMixtureModelHMM, gmmHMM, and type.

template<typename ActionType , typename ExtraInfoType >

void mlpack::hmm::HMMModel::PerformAction ( ExtraInfoType * x )

inline

Given a functor type, perform that functor with the optional extra info on the HMM.

Definition at line 132 of file hmm_model.hpp.

References mlpack::hmm::DiscreteHMM, mlpack::hmm::GaussianHMM, and mlpack::hmm::GaussianMixtureModelHMM.

template<typename Archive >

void mlpack::hmm::HMMModel::Serialize	(	Archive &	ar,
		const unsigned	int
	)

inline

Serialize the model.

Definition at line 144 of file hmm_model.hpp.

References mlpack::data::CreateNVP(), mlpack::hmm::DiscreteHMM, discreteHMM, mlpack::hmm::GaussianHMM, gaussianHMM, mlpack::hmm::GaussianMixtureModelHMM, and gmmHMM.

Member Data Documentation

HMM<distribution::DiscreteDistribution>* mlpack::hmm::HMMModel::discreteHMM

private

Not used if type is not DiscreteHMM.

Definition at line 32 of file hmm_model.hpp.

Referenced by HMMModel(), operator=(), Serialize(), and ~HMMModel().

HMM<distribution::GaussianDistribution>* mlpack::hmm::HMMModel::gaussianHMM

private

Not used if type is not GaussianHMM.

Definition at line 34 of file hmm_model.hpp.

Referenced by HMMModel(), operator=(), Serialize(), and ~HMMModel().

HMM<gmm::GMM>* mlpack::hmm::HMMModel::gmmHMM

private

Not used if type is not GaussianMixtureModelHMM.

Definition at line 36 of file hmm_model.hpp.

Referenced by HMMModel(), operator=(), Serialize(), and ~HMMModel().

HMMType mlpack::hmm::HMMModel::type

private

The type of the HMM.

Definition at line 30 of file hmm_model.hpp.

Referenced by operator=().

The documentation for this class was generated from the following file:

src/mlpack/methods/hmm/hmm_model.hpp

Public Member Functions

Private Attributes

Detailed Description

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation