mlpack 3.4.2
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A serializable HMM model that also stores the type. More...
#include <hmm_model.hpp>
Public Member Functions | |
HMMModel (const HMMModel &other) | |
Copy another model. More... | |
HMMModel (const HMMType type=HMMType::DiscreteHMM) | |
Construct a model of the given type. More... | |
HMMModel (HMMModel &&other) | |
Take ownership of another model. More... | |
~HMMModel () | |
Clean memory. More... | |
HMM< gmm::DiagonalGMM > * | DiagGMMHMM () |
HMM< distribution::DiscreteDistribution > * | DiscreteHMM () |
Accessor methods for discreteHMM, gaussianHMM, gmmHMM, and diagGMMHMM. More... | |
HMM< distribution::GaussianDistribution > * | GaussianHMM () |
HMM< gmm::GMM > * | GMMHMM () |
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 version) |
Serialize the model. More... | |
HMMType | Type () |
A serializable HMM model that also stores the type.
Definition at line 33 of file hmm_model.hpp.
Construct a model of the given type.
Definition at line 49 of file hmm_model.hpp.
References mlpack::hmm::DiagonalGaussianMixtureModelHMM, mlpack::hmm::DiscreteHMM, mlpack::hmm::GaussianHMM, and mlpack::hmm::GaussianMixtureModelHMM.
Copy another model.
Definition at line 67 of file hmm_model.hpp.
References mlpack::hmm::DiagonalGaussianMixtureModelHMM, mlpack::hmm::DiscreteHMM, mlpack::hmm::GaussianHMM, and mlpack::hmm::GaussianMixtureModelHMM.
Take ownership of another model.
Definition at line 87 of file hmm_model.hpp.
References mlpack::hmm::DiscreteHMM.
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Clean memory.
Definition at line 133 of file hmm_model.hpp.
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Definition at line 219 of file hmm_model.hpp.
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Accessor methods for discreteHMM, gaussianHMM, gmmHMM, and diagGMMHMM.
Note that an instatiation of this class will only contain one type of HMM (as indicated by the "type" instance variable) - the other two pointers will be NULL.
For instance, if the HMMModel object holds a discrete HMM, then: type --> DiscreteHMM gaussianHMM --> NULL gmmHMM --> NULL diagGMMHMM --> NULL discreteHMM --> HMM<DiscreteDistribution> object and hence, calls to GMMHMM(), DiagGMMHMM() and GaussianHMM() will return NULL. Only the call to DiscreteHMM() will return a non NULL pointer.
Hence, in practice, a user should be careful to first check the type of HMM (by calling the Type() accessor) and then perform subsequent actions, to avoid null pointer dereferences.
Definition at line 216 of file hmm_model.hpp.
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Definition at line 217 of file hmm_model.hpp.
Definition at line 218 of file hmm_model.hpp.
Copy assignment operator.
Definition at line 102 of file hmm_model.hpp.
References mlpack::hmm::DiagonalGaussianMixtureModelHMM, mlpack::hmm::DiscreteHMM, mlpack::hmm::GaussianHMM, and mlpack::hmm::GaussianMixtureModelHMM.
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Given a functor type, perform that functor with the optional extra info on the HMM.
Definition at line 147 of file hmm_model.hpp.
References mlpack::hmm::DiagonalGaussianMixtureModelHMM, mlpack::hmm::DiscreteHMM, mlpack::hmm::GaussianHMM, and mlpack::hmm::GaussianMixtureModelHMM.
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Serialize the model.
Definition at line 161 of file hmm_model.hpp.
References mlpack::hmm::DiagonalGaussianMixtureModelHMM, mlpack::hmm::DiscreteHMM, mlpack::hmm::GaussianHMM, and mlpack::hmm::GaussianMixtureModelHMM.
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Definition at line 195 of file hmm_model.hpp.