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Static Public Member Functions | List of all members
InitHMMModel Struct Reference

Static Public Member Functions

template<typename HMMType >
static void Apply (HMMType &hmm, vector< mat > *trainSeq)
 
static void Create (HMM< DiscreteDistribution > &hmm, vector< mat > &trainSeq, size_t states, double tolerance=1e-05)
 Helper function to create discrete HMM. More...
 
static void Create (HMM< GaussianDistribution > &hmm, vector< mat > &trainSeq, size_t states, double tolerance=1e-05)
 
static void Create (HMM< GMM > &hmm, vector< mat > &trainSeq, size_t states, double tolerance=1e-05)
 
static void Create (HMM< DiagonalGMM > &hmm, vector< mat > &trainSeq, size_t states, double tolerance=1e-05)
 Helper function to create Diagonal GMM HMM. More...
 
static void RandomInitialize (vector< DiscreteDistribution > &e)
 Helper function for discrete emission distributions. More...
 
static void RandomInitialize (vector< GaussianDistribution > &e)
 
static void RandomInitialize (vector< GMM > &e)
 
static void RandomInitialize (vector< DiagonalGMM > &e)
 Helper function for diagonal GMM emission distributions. More...
 

Detailed Description

Definition at line 21 of file hmm_test_utils.hpp.

Member Function Documentation

static void Apply ( HMMType &  hmm,
vector< mat > *  trainSeq 
)
inlinestatic

Definition at line 24 of file hmm_test_utils.hpp.

References Create(), and RandomInitialize().

static void Create ( HMM< DiscreteDistribution > &  hmm,
vector< mat > &  trainSeq,
size_t  states,
double  tolerance = 1e-05 
)
inlinestatic

Helper function to create discrete HMM.

Definition at line 37 of file hmm_test_utils.hpp.

Referenced by Apply().

static void Create ( HMM< GaussianDistribution > &  hmm,
vector< mat > &  trainSeq,
size_t  states,
double  tolerance = 1e-05 
)
inlinestatic

Definition at line 58 of file hmm_test_utils.hpp.

static void Create ( HMM< GMM > &  hmm,
vector< mat > &  trainSeq,
size_t  states,
double  tolerance = 1e-05 
)
inlinestatic

Definition at line 82 of file hmm_test_utils.hpp.

static void Create ( HMM< DiagonalGMM > &  hmm,
vector< mat > &  trainSeq,
size_t  states,
double  tolerance = 1e-05 
)
inlinestatic

Helper function to create Diagonal GMM HMM.

Definition at line 109 of file hmm_test_utils.hpp.

static void RandomInitialize ( vector< DiscreteDistribution > &  e)
inlinestatic

Helper function for discrete emission distributions.

Definition at line 136 of file hmm_test_utils.hpp.

Referenced by Apply().

static void RandomInitialize ( vector< GaussianDistribution > &  e)
inlinestatic

Definition at line 145 of file hmm_test_utils.hpp.

static void RandomInitialize ( vector< GMM > &  e)
inlinestatic

Definition at line 157 of file hmm_test_utils.hpp.

static void RandomInitialize ( vector< DiagonalGMM > &  e)
inlinestatic

Helper function for diagonal GMM emission distributions.

Definition at line 180 of file hmm_test_utils.hpp.

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