mlpack::hmm::HMM< Distribution > Member List

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

Backward(const arma::mat &dataSeq, const arma::vec &logScales, arma::mat &backwardLogProb, arma::mat &logProbs) const	mlpack::hmm::HMM< Distribution >	protected
Dimensionality() const	mlpack::hmm::HMM< Distribution >	inline
Dimensionality()	mlpack::hmm::HMM< Distribution >	inline
emission	mlpack::hmm::HMM< Distribution >	protected
Emission() const	mlpack::hmm::HMM< Distribution >	inline
Emission()	mlpack::hmm::HMM< Distribution >	inline
EmissionLogLikelihood(const arma::vec &emissionLogProb, double &logLikelihood, arma::vec &forwardLogProb) const	mlpack::hmm::HMM< Distribution >
EmissionLogScaleFactor(const arma::vec &emissionLogProb, arma::vec &forwardLogProb) const	mlpack::hmm::HMM< Distribution >
Estimate(const arma::mat &dataSeq, arma::mat &stateProb, arma::mat &forwardProb, arma::mat &backwardProb, arma::vec &scales) const	mlpack::hmm::HMM< Distribution >
Estimate(const arma::mat &dataSeq, arma::mat &stateProb) const	mlpack::hmm::HMM< Distribution >
Filter(const arma::mat &dataSeq, arma::mat &filterSeq, size_t ahead=0) const	mlpack::hmm::HMM< Distribution >
Forward(const arma::mat &dataSeq, arma::vec &logScales, arma::mat &forwardLogProb, arma::mat &logProbs) const	mlpack::hmm::HMM< Distribution >	protected
ForwardAtT0(const arma::vec &emissionLogProb, double &logScales) const	mlpack::hmm::HMM< Distribution >	protected
ForwardAtTn(const arma::vec &emissionLogProb, double &logScales, const arma::vec &prevForwardLogProb) const	mlpack::hmm::HMM< Distribution >	protected
Generate(const size_t length, arma::mat &dataSequence, arma::Row< size_t > &stateSequence, const size_t startState=0) const	mlpack::hmm::HMM< Distribution >
HMM(const size_t states=0, const Distribution emissions=Distribution(), const double tolerance=1e-5)	mlpack::hmm::HMM< Distribution >
HMM(const arma::vec &initial, const arma::mat &transition, const std::vector< Distribution > &emission, const double tolerance=1e-5)	mlpack::hmm::HMM< Distribution >
Initial() const	mlpack::hmm::HMM< Distribution >	inline
Initial()	mlpack::hmm::HMM< Distribution >	inline
load(Archive &ar, const uint32_t version)	mlpack::hmm::HMM< Distribution >
LogEstimate(const arma::mat &dataSeq, arma::mat &stateLogProb, arma::mat &forwardLogProb, arma::mat &backwardLogProb, arma::vec &logScales) const	mlpack::hmm::HMM< Distribution >
LogLikelihood(const arma::mat &dataSeq) const	mlpack::hmm::HMM< Distribution >
LogLikelihood(const arma::vec &data, double &logLikelihood, arma::vec &forwardLogProb) const	mlpack::hmm::HMM< Distribution >
LogScaleFactor(const arma::vec &data, arma::vec &forwardLogProb) const	mlpack::hmm::HMM< Distribution >
logTransition	mlpack::hmm::HMM< Distribution >	mutableprotected
Predict(const arma::mat &dataSeq, arma::Row< size_t > &stateSeq) const	mlpack::hmm::HMM< Distribution >
save(Archive &ar, const uint32_t version) const	mlpack::hmm::HMM< Distribution >
Smooth(const arma::mat &dataSeq, arma::mat &smoothSeq) const	mlpack::hmm::HMM< Distribution >
Tolerance() const	mlpack::hmm::HMM< Distribution >	inline
Tolerance()	mlpack::hmm::HMM< Distribution >	inline
Train(const std::vector< arma::mat > &dataSeq)	mlpack::hmm::HMM< Distribution >
Train(const std::vector< arma::mat > &dataSeq, const std::vector< arma::Row< size_t > > &stateSeq)	mlpack::hmm::HMM< Distribution >
Transition() const	mlpack::hmm::HMM< Distribution >	inline
Transition()	mlpack::hmm::HMM< Distribution >	inline
transitionProxy	mlpack::hmm::HMM< Distribution >	protected