kermorpp.RBFKernel Class Reference

#include <kermorpp.h>

Detailed Description

Definition at line 29 of file kermorpp.h.

Public Member Functions
	RBFKernel (double gamma)
virtual	~RBFKernel ()
MatrixXd	evaluate (MatrixXd x, MatrixXd y)

Public Attributes
double	_gamma

Protected Member Functions
virtual MatrixXd	rbf_eval_rsq (MatrixXd rsq)

Friends
ostream &	operator<< (ostream &os, const RBFKernel &k)

Constructor & Destructor Documentation

kermorpp.RBFKernel.RBFKernel

(

double

gamma

)

Definition at line 18 of file RBFKernel.cpp.

kermorpp.RBFKernel::~RBFKernel ( )

virtual

Definition at line 22 of file RBFKernel.cpp.

Referenced by kermorpp.KernelExpansion::~KernelExpansion().

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Member Function Documentation

MatrixXd kermorpp.RBFKernel.evaluate	(	MatrixXd	x,
		MatrixXd	y
	)

Parameters: x: Input data matrix one of size d \times n y: Input data matrix one of size d \times m d: The input data DoFs n: Number of first argument data points m: Number of second argument data points

Return values: Kernel vector/matrix res of size n \times m

Definition at line 36 of file RBFKernel.cpp.

References _gamma, and rbf_eval_rsq().

Referenced by kermorpp.KernelExpansion.evaluate().

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virtual MatrixXd kermorpp.RBFKernel.rbf_eval_rsq ( MatrixXd  rsq )

protectedpure virtual

Implemented in kermorpp.Gaussian, and kermorpp.Wendland.

Referenced by evaluate().

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Friends And Related Function Documentation

ostream& operator<< ( ostream &  os, const RBFKernel &  k  )

friend

Definition at line 13 of file RBFKernel.cpp.

Member Data Documentation

double kermorpp.RBFKernel._gamma

Definition at line 42 of file kermorpp.h.

Referenced by evaluate(), and kermorpp.operator<<().

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

• kermorpp/include/kermorpp.h
• kermorpp/src/RBFKernel.cpp