MLPACK  1.0.11
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 &scales, arma::mat &backwardProb) const mlpack::hmm::HMM< Distribution >private
dimensionalitymlpack::hmm::HMM< Distribution >private
Dimensionality() const mlpack::hmm::HMM< Distribution >inline
Dimensionality()mlpack::hmm::HMM< Distribution >inline
emissionmlpack::hmm::HMM< Distribution >private
Emission() const mlpack::hmm::HMM< Distribution >inline
Emission()mlpack::hmm::HMM< Distribution >inline
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 >
Forward(const arma::mat &dataSeq, arma::vec &scales, arma::mat &forwardProb) const mlpack::hmm::HMM< Distribution >private
Generate(const size_t length, arma::mat &dataSequence, arma::Col< size_t > &stateSequence, const size_t startState=0) const mlpack::hmm::HMM< Distribution >
HMM(const size_t states, const Distribution emissions, 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
initialmlpack::hmm::HMM< Distribution >private
LogLikelihood(const arma::mat &dataSeq) const mlpack::hmm::HMM< Distribution >
Predict(const arma::mat &dataSeq, arma::Col< size_t > &stateSeq) const mlpack::hmm::HMM< Distribution >
Tolerance() const mlpack::hmm::HMM< Distribution >inline
Tolerance()mlpack::hmm::HMM< Distribution >inline
tolerancemlpack::hmm::HMM< Distribution >private
ToString() const mlpack::hmm::HMM< Distribution >
Train(const std::vector< arma::mat > &dataSeq)mlpack::hmm::HMM< Distribution >
Train(const std::vector< arma::mat > &dataSeq, const std::vector< arma::Col< size_t > > &stateSeq)mlpack::hmm::HMM< Distribution >
transitionmlpack::hmm::HMM< Distribution >private
Transition() const mlpack::hmm::HMM< Distribution >inline
Transition()mlpack::hmm::HMM< Distribution >inline