muq::Approximation::StateSpaceGP Member List

This is the complete list of members for muq::Approximation::StateSpaceGP, including all inherited members.

BlockCov enum value	muq::Approximation::GaussianProcess
BuildCrossCov(Eigen::MatrixXd const &newLocs)	muq::Approximation::GaussianProcess	protected
coDim	muq::Approximation::GaussianProcess	protected
ComputeAQ(double dt)	muq::Approximation::StateSpaceGP	private
Condition(Eigen::Ref< const Eigen::MatrixXd > const &loc, Eigen::Ref< const Eigen::MatrixXd > const &vals)	muq::Approximation::GaussianProcess	inlinevirtual
Condition(Eigen::Ref< const Eigen::MatrixXd > const &loc, Eigen::Ref< const Eigen::MatrixXd > const &vals, double obsVar)	muq::Approximation::GaussianProcess	virtual
Condition(std::shared_ptr< ObservationInformation > obs)	muq::Approximation::GaussianProcess	virtual
CovarianceType enum name	muq::Approximation::GaussianProcess
covKernel	muq::Approximation::StateSpaceGP	private
covSolver	muq::Approximation::GaussianProcess	protected
covSolverEig	muq::Approximation::GaussianProcess	protected
DiagonalCov enum value	muq::Approximation::GaussianProcess
Discretize(Eigen::MatrixXd const &pts)	muq::Approximation::GaussianProcess
dtAQ	muq::Approximation::StateSpaceGP	private
FullCov enum value	muq::Approximation::GaussianProcess
GaussianProcess(MeanFunctionBase &meanIn, KernelBase &kernelIn)	muq::Approximation::GaussianProcess	inline
GaussianProcess(std::shared_ptr< MeanFunctionBase > meanIn, std::shared_ptr< KernelBase > covKernelIn)	muq::Approximation::GaussianProcess
GetCov()	muq::Approximation::StateSpaceGP	inline
GetObs()	muq::Approximation::StateSpaceGP	inline
GetSDE()	muq::Approximation::StateSpaceGP	inline
hasNewObs	muq::Approximation::GaussianProcess	protected
inputDim	muq::Approximation::GaussianProcess	protected
Kernel()	muq::Approximation::GaussianProcess	inline
L	muq::Approximation::StateSpaceGP	private
LogLikelihood(Eigen::MatrixXd const &xs, Eigen::MatrixXd const &vals) override	muq::Approximation::StateSpaceGP	virtual
MarginalLogLikelihood(Eigen::Ref< Eigen::VectorXd > grad, bool computeGrad=true) override	muq::Approximation::StateSpaceGP	virtual
muq::Approximation::GaussianProcess::MarginalLogLikelihood()	muq::Approximation::GaussianProcess	virtual
muq::Approximation::GaussianProcess::MarginalLogLikelihood(Eigen::Ref< Eigen::VectorXd > grad)	muq::Approximation::GaussianProcess	inlinevirtual
Mean()	muq::Approximation::GaussianProcess	inline
mean	muq::Approximation::StateSpaceGP	private
NoCov enum value	muq::Approximation::GaussianProcess
nugget	muq::Approximation::GaussianProcess	protected
obsDim	muq::Approximation::GaussianProcess	protected
observations	muq::Approximation::GaussianProcess	protected
obsOp	muq::Approximation::StateSpaceGP	private
Optimize()	muq::Approximation::GaussianProcess	virtual
pi	muq::Approximation::GaussianProcess	protected
Predict(Eigen::MatrixXd const &newLocs, CovarianceType covType) override	muq::Approximation::StateSpaceGP	virtual
PredictMean(Eigen::MatrixXd const &newPts) override	muq::Approximation::StateSpaceGP	virtual
ProcessObservations()	muq::Approximation::GaussianProcess	protected
Sample(Eigen::MatrixXd const &times) override	muq::Approximation::StateSpaceGP	virtual
sde	muq::Approximation::StateSpaceGP	private
sdeA	muq::Approximation::StateSpaceGP	private
sdeQ	muq::Approximation::StateSpaceGP	private
SetObs(std::shared_ptr< muq::Modeling::LinearOperator > newObs)	muq::Approximation::StateSpaceGP
sigmaTrainDiff	muq::Approximation::GaussianProcess	protected
SolveFromEig(Eigen::MatrixXd const &b) const	muq::Approximation::GaussianProcess	protected
SortObservations()	muq::Approximation::StateSpaceGP	private
stateDim	muq::Approximation::StateSpaceGP
StateSpaceGP(MeanFunctionBase &meanIn, KernelBase &kernelIn, boost::property_tree::ptree options=boost::property_tree::ptree())	muq::Approximation::StateSpaceGP	inline
StateSpaceGP(std::shared_ptr< MeanFunctionBase > meanIn, std::shared_ptr< KernelBase > covKernelIn, boost::property_tree::ptree options=boost::property_tree::ptree())	muq::Approximation::StateSpaceGP
StateSpaceGP(std::tuple< std::shared_ptr< muq::Modeling::LinearSDE >, std::shared_ptr< muq::Modeling::LinearOperator >, Eigen::MatrixXd > ssInfo, std::shared_ptr< MeanFunctionBase > meanIn, std::shared_ptr< KernelBase > covKernelIn)	muq::Approximation::StateSpaceGP	private
trainDiff	muq::Approximation::GaussianProcess	protected
useEig	muq::Approximation::GaussianProcess	protected
~GaussianProcess()=default	muq::Approximation::GaussianProcess	virtual
~StateSpaceGP()=default	muq::Approximation::StateSpaceGP	virtual