muq::Approximation::KarhunenLoeveFactory Class Reference

#include <KarhunenLoeveFactory.h>

Detailed Description

Definition at line 18 of file KarhunenLoeveFactory.h.

Public Member Functions
template<typename KernelType >
	KarhunenLoeveFactory (KernelType &kernelIn)
	KarhunenLoeveFactory (std::shared_ptr< KernelBase > kernelIn)
void	Compute (Eigen::VectorXd const &p0, Eigen::VectorXd const &p1, Eigen::VectorXi const &ns, boost::property_tree::ptree options=boost::property_tree::ptree())
Eigen::MatrixXd	GetModes () const
Eigen::VectorXd	GetWeights () const

Constructor & Destructor Documentation

KarhunenLoeveFactory() [1/2]

template<typename KernelType >

muq::Approximation::KarhunenLoeveFactory::KarhunenLoeveFactory ( KernelType &  kernelIn )

inline

Definition at line 24 of file KarhunenLoeveFactory.h.

KarhunenLoeveFactory() [2/2]

KarhunenLoeveFactory::KarhunenLoeveFactory

(

std::shared_ptr< KernelBase >

kernelIn

)

Definition at line 10 of file KarhunenLoeveFactory.cpp.

Member Function Documentation

Compute()

void KarhunenLoeveFactory::Compute	(	Eigen::VectorXd const &	p0,
		Eigen::VectorXd const &	p1,
		Eigen::VectorXi const &	ns,
		boost::property_tree::ptree	options = boost::property_tree::ptree()
	)

Definition at line 17 of file KarhunenLoeveFactory.cpp.

GetModes()

Eigen::MatrixXd muq::Approximation::KarhunenLoeveFactory::GetModes

(

)

const

GetWeights()

Eigen::VectorXd muq::Approximation::KarhunenLoeveFactory::GetWeights

(

)

const

SeparateKernel()

static std::vector<std::shared_ptr<KernelBase> > muq::Approximation::KarhunenLoeveFactory::SeparateKernel ( std::shared_ptr< KernelBase >  kernel )

staticprivate

Member Data Documentation

kernel

std::shared_ptr<KernelBase> muq::Approximation::KarhunenLoeveFactory::kernel

private

Definition at line 37 of file KarhunenLoeveFactory.h.

kernelParts

std::vector<std::shared_ptr<KernelBase> > muq::Approximation::KarhunenLoeveFactory::kernelParts

private

Definition at line 40 of file KarhunenLoeveFactory.h.

modes

Eigen::MatrixXd muq::Approximation::KarhunenLoeveFactory::modes

private

Definition at line 42 of file KarhunenLoeveFactory.h.

weights

Eigen::VectorXd muq::Approximation::KarhunenLoeveFactory::weights

private

Definition at line 43 of file KarhunenLoeveFactory.h.

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The documentation for this class was generated from the following files:

• doxygen_prep/MUQ/Approximation/GaussianProcesses/KarhunenLoeveFactory.h
• doxygen_prep/modules/Approximation/src/GaussianProcesses/KarhunenLoeveFactory.cpp