MUQ  0.4.3
muq::Approximation::GaussianProcess Member List

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

BlockCov enum valuemuq::Approximation::GaussianProcess
BuildCrossCov(Eigen::MatrixXd const &newLocs)muq::Approximation::GaussianProcessprotected
coDimmuq::Approximation::GaussianProcessprotected
Condition(Eigen::Ref< const Eigen::MatrixXd > const &loc, Eigen::Ref< const Eigen::MatrixXd > const &vals)muq::Approximation::GaussianProcessinlinevirtual
Condition(Eigen::Ref< const Eigen::MatrixXd > const &loc, Eigen::Ref< const Eigen::MatrixXd > const &vals, double obsVar)muq::Approximation::GaussianProcessvirtual
Condition(std::shared_ptr< ObservationInformation > obs)muq::Approximation::GaussianProcessvirtual
CovarianceType enum namemuq::Approximation::GaussianProcess
covKernelmuq::Approximation::GaussianProcessprotected
covSolvermuq::Approximation::GaussianProcessprotected
covSolverEigmuq::Approximation::GaussianProcessprotected
DiagonalCov enum valuemuq::Approximation::GaussianProcess
Discretize(Eigen::MatrixXd const &pts)muq::Approximation::GaussianProcess
FullCov enum valuemuq::Approximation::GaussianProcess
GaussianProcess(MeanFunctionBase &meanIn, KernelBase &kernelIn)muq::Approximation::GaussianProcessinline
GaussianProcess(std::shared_ptr< MeanFunctionBase > meanIn, std::shared_ptr< KernelBase > covKernelIn)muq::Approximation::GaussianProcess
hasNewObsmuq::Approximation::GaussianProcessprotected
inputDimmuq::Approximation::GaussianProcessprotected
Kernel()muq::Approximation::GaussianProcessinline
LogLikelihood(Eigen::MatrixXd const &xs, Eigen::MatrixXd const &vals)muq::Approximation::GaussianProcessvirtual
MarginalLogLikelihood()muq::Approximation::GaussianProcessvirtual
MarginalLogLikelihood(Eigen::Ref< Eigen::VectorXd > grad)muq::Approximation::GaussianProcessinlinevirtual
MarginalLogLikelihood(Eigen::Ref< Eigen::VectorXd > grad, bool computeGrad)muq::Approximation::GaussianProcessvirtual
Mean()muq::Approximation::GaussianProcessinline
meanmuq::Approximation::GaussianProcessprotected
NoCov enum valuemuq::Approximation::GaussianProcess
nuggetmuq::Approximation::GaussianProcessprotected
obsDimmuq::Approximation::GaussianProcessprotected
observationsmuq::Approximation::GaussianProcessprotected
Optimize()muq::Approximation::GaussianProcessvirtual
pimuq::Approximation::GaussianProcessprotected
Predict(Eigen::MatrixXd const &newLocs, CovarianceType covType)muq::Approximation::GaussianProcessvirtual
PredictMean(Eigen::MatrixXd const &newPts)muq::Approximation::GaussianProcessvirtual
ProcessObservations()muq::Approximation::GaussianProcessprotected
Sample(Eigen::MatrixXd const &newPts)muq::Approximation::GaussianProcessvirtual
sigmaTrainDiffmuq::Approximation::GaussianProcessprotected
SolveFromEig(Eigen::MatrixXd const &b) constmuq::Approximation::GaussianProcessprotected
trainDiffmuq::Approximation::GaussianProcessprotected
useEigmuq::Approximation::GaussianProcessprotected
~GaussianProcess()=defaultmuq::Approximation::GaussianProcessvirtual