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HMM< Distribution > Member List

This is the complete list of members for HMM< Distribution >, including all inherited members.

Backward(const arma::mat &dataSeq, const arma::vec &scales, arma::mat &backwardProb) const HMM< Distribution >protected
Dimensionality() const HMM< Distribution >inline
Dimensionality()HMM< Distribution >inline
emissionHMM< Distribution >protected
Emission() const HMM< Distribution >inline
Emission()HMM< Distribution >inline
Estimate(const arma::mat &dataSeq, arma::mat &stateProb, arma::mat &forwardProb, arma::mat &backwardProb, arma::vec &scales) const HMM< Distribution >
Estimate(const arma::mat &dataSeq, arma::mat &stateProb) const HMM< Distribution >
Filter(const arma::mat &dataSeq, arma::mat &filterSeq, size_t ahead=0) const HMM< Distribution >
Forward(const arma::mat &dataSeq, arma::vec &scales, arma::mat &forwardProb) const HMM< Distribution >protected
Generate(const size_t length, arma::mat &dataSequence, arma::Row< size_t > &stateSequence, const size_t startState=0) const HMM< Distribution >
HMM(const size_t states=0, const Distribution emissions=Distribution(), const double tolerance=1e-5)HMM< Distribution >
HMM(const arma::vec &initial, const arma::mat &transition, const std::vector< Distribution > &emission, const double tolerance=1e-5)HMM< Distribution >
Initial() const HMM< Distribution >inline
Initial()HMM< Distribution >inline
LogLikelihood(const arma::mat &dataSeq) const HMM< Distribution >
Predict(const arma::mat &dataSeq, arma::Row< size_t > &stateSeq) const HMM< Distribution >
Serialize(Archive &ar, const unsigned int version)HMM< Distribution >
Smooth(const arma::mat &dataSeq, arma::mat &smoothSeq) const HMM< Distribution >
Tolerance() const HMM< Distribution >inline
Tolerance()HMM< Distribution >inline
Train(const std::vector< arma::mat > &dataSeq)HMM< Distribution >
Train(const std::vector< arma::mat > &dataSeq, const std::vector< arma::Row< size_t > > &stateSeq)HMM< Distribution >
Transition() const HMM< Distribution >inline
Transition()HMM< Distribution >inline
transitionHMM< Distribution >protected