mlpack
2.2.5
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This is the complete list of members for HMMRegression, including all inherited members.
HMM< distribution::RegressionDistribution >::Backward(const arma::mat &dataSeq, const arma::vec &scales, arma::mat &backwardProb) const | HMM< distribution::RegressionDistribution > | protected |
Dimensionality() const | HMM< distribution::RegressionDistribution > | inline |
Dimensionality() | HMM< distribution::RegressionDistribution > | inline |
emission | HMM< distribution::RegressionDistribution > | protected |
Emission() const | HMM< distribution::RegressionDistribution > | inline |
Emission() | HMM< distribution::RegressionDistribution > | inline |
Estimate(const arma::mat &predictors, const arma::vec &responses, arma::mat &stateProb, arma::mat &forwardProb, arma::mat &backwardProb, arma::vec &scales) const | HMMRegression | |
Estimate(const arma::mat &predictors, const arma::vec &responses, arma::mat &stateProb) const | HMMRegression | |
HMM< distribution::RegressionDistribution >::Estimate(const arma::mat &dataSeq, arma::mat &stateProb, arma::mat &forwardProb, arma::mat &backwardProb, arma::vec &scales) const | HMM< distribution::RegressionDistribution > | |
HMM< distribution::RegressionDistribution >::Estimate(const arma::mat &dataSeq, arma::mat &stateProb) const | HMM< distribution::RegressionDistribution > | |
Filter(const arma::mat &predictors, const arma::vec &responses, arma::vec &filterSeq, size_t ahead=0) const | HMMRegression | |
HMM< distribution::RegressionDistribution >::Filter(const arma::mat &dataSeq, arma::mat &filterSeq, size_t ahead=0) const | HMM< distribution::RegressionDistribution > | |
HMM< distribution::RegressionDistribution >::Forward(const arma::mat &dataSeq, arma::vec &scales, arma::mat &forwardProb) const | HMM< distribution::RegressionDistribution > | protected |
Generate(const size_t length, arma::mat &dataSequence, arma::Row< size_t > &stateSequence, const size_t startState=0) const | HMM< distribution::RegressionDistribution > | |
HMM(const size_t states=0, const distribution::RegressionDistributionemissions=distribution::RegressionDistribution(), const double tolerance=1e-5) | HMM< distribution::RegressionDistribution > | |
HMM(const arma::vec &initial, const arma::mat &transition, const std::vector< distribution::RegressionDistribution > &emission, const double tolerance=1e-5) | HMM< distribution::RegressionDistribution > | |
HMMRegression(const size_t states, const distribution::RegressionDistribution emissions, const double tolerance=1e-5) | HMMRegression | inline |
HMMRegression(const arma::vec &initial, const arma::mat &transition, const std::vector< distribution::RegressionDistribution > &emission, const double tolerance=1e-5) | HMMRegression | inline |
Initial() const | HMM< distribution::RegressionDistribution > | inline |
Initial() | HMM< distribution::RegressionDistribution > | inline |
LogLikelihood(const arma::mat &predictors, const arma::vec &responses) const | HMMRegression | |
HMM< distribution::RegressionDistribution >::LogLikelihood(const arma::mat &dataSeq) const | HMM< distribution::RegressionDistribution > | |
Predict(const arma::mat &predictors, const arma::vec &responses, arma::Row< size_t > &stateSeq) const | HMMRegression | |
HMM< distribution::RegressionDistribution >::Predict(const arma::mat &dataSeq, arma::Row< size_t > &stateSeq) const | HMM< distribution::RegressionDistribution > | |
Serialize(Archive &ar, const unsigned int version) | HMM< distribution::RegressionDistribution > | |
Smooth(const arma::mat &predictors, const arma::vec &responses, arma::vec &smoothSeq) const | HMMRegression | |
HMM< distribution::RegressionDistribution >::Smooth(const arma::mat &dataSeq, arma::mat &smoothSeq) const | HMM< distribution::RegressionDistribution > | |
Tolerance() const | HMM< distribution::RegressionDistribution > | inline |
Tolerance() | HMM< distribution::RegressionDistribution > | inline |
Train(const std::vector< arma::mat > &predictors, const std::vector< arma::vec > &responses) | HMMRegression | |
Train(const std::vector< arma::mat > &predictors, const std::vector< arma::vec > &responses, const std::vector< arma::Row< size_t > > &stateSeq) | HMMRegression | |
HMM< distribution::RegressionDistribution >::Train(const std::vector< arma::mat > &dataSeq) | HMM< distribution::RegressionDistribution > | |
HMM< distribution::RegressionDistribution >::Train(const std::vector< arma::mat > &dataSeq, const std::vector< arma::Row< size_t > > &stateSeq) | HMM< distribution::RegressionDistribution > | |
transition | HMM< distribution::RegressionDistribution > | protected |
Transition() const | HMM< distribution::RegressionDistribution > | inline |
Transition() | HMM< distribution::RegressionDistribution > | inline |