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... | |
| 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 , DiagonalGaussianMixtureModelHMM , DiscreteHMM = 0, GaussianHMM , GaussianMixtureModelHMM , DiagonalGaussianMixtureModelHMM } |
| HMMType, to be stored on disk. More... | |
| enum | HMMType : char { DiscreteHMM = 0, GaussianHMM , GaussianMixtureModelHMM , DiagonalGaussianMixtureModelHMM , DiscreteHMM = 0, GaussianHMM , GaussianMixtureModelHMM , DiagonalGaussianMixtureModelHMM } |
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
◆ HMMType [1/2]
| enum HMMType : char |
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.)
| Enumerator | |
|---|---|
| DiscreteHMM | |
| GaussianHMM | |
| GaussianMixtureModelHMM | |
| DiagonalGaussianMixtureModelHMM | |
| DiscreteHMM | |
| GaussianHMM | |
| GaussianMixtureModelHMM | |
| DiagonalGaussianMixtureModelHMM | |
Definition at line 22 of file hmm_util.hpp.
◆ HMMType [2/2]
| enum HMMType : char |
| Enumerator | |
|---|---|
| DiscreteHMM | |
| GaussianHMM | |
| GaussianMixtureModelHMM | |
| DiagonalGaussianMixtureModelHMM | |
| DiscreteHMM | |
| GaussianHMM | |
| GaussianMixtureModelHMM | |
| DiagonalGaussianMixtureModelHMM | |
Definition at line 23 of file hmm_model.hpp.
Function Documentation
◆ LoadHMMAndPerformAction()
| void mlpack::hmm::LoadHMMAndPerformAction | ( | const std::string & | modelFile, |
| ExtraInfoType * | x = NULL |
||
| ) |
ActionType should implement static void Apply(HMMType&).