covariance_functions::CovFunc Class Reference

#include <covariance_functions.h>

Inheritance diagram for covariance_functions::CovFunc:

Public Member Functions
virtual CovFunc *	clone () const =0
virtual Eigen::MatrixXd	evaluate (const Eigen::VectorXd &x1, const Eigen::VectorXd &x2)=0
virtual int	getExtraParameterCount () const =0
virtual const Eigen::VectorXd &	getExtraParameters () const =0
virtual int	getParameterCount () const =0
virtual const Eigen::VectorXd &	getParameters () const =0
virtual void	setExtraParameters (const Eigen::VectorXd &params)=0
virtual void	setParameters (const Eigen::VectorXd &params)=0

Detailed Description

Base class definition for covariance functions.

Definition at line 35 of file covariance_functions.h.

Constructor & Destructor Documentation

CovFunc()

covariance_functions::CovFunc::CovFunc ( )

inline

Definition at line 38 of file covariance_functions.h.

~CovFunc()

virtual covariance_functions::CovFunc::~CovFunc ( )

inlinevirtual

Definition at line 39 of file covariance_functions.h.

Member Function Documentation

clone()

virtual CovFunc * covariance_functions::CovFunc::clone ( ) const

pure virtual

Produces a clone to be able to copy the object.

Implemented in covariance_functions::PeriodicSquareExponential, and covariance_functions::PeriodicSquareExponential2.

evaluate()

virtual Eigen::MatrixXd covariance_functions::CovFunc::evaluate ( const Eigen::VectorXd & x1, const Eigen::VectorXd & x2 )

pure virtual

Evaluates the covariance function, caches the quantities that are needed to calculate gradient and Hessian.

Implemented in covariance_functions::PeriodicSquareExponential, and covariance_functions::PeriodicSquareExponential2.

getParameterCount()

virtual int covariance_functions::CovFunc::getParameterCount ( ) const

pure virtual

Returns the number of hyper-parameters.

Implemented in covariance_functions::PeriodicSquareExponential, and covariance_functions::PeriodicSquareExponential2.

getParameters()

virtual const Eigen::VectorXd & covariance_functions::CovFunc::getParameters ( ) const

pure virtual

Returns the hyper-parameters.

Implemented in covariance_functions::PeriodicSquareExponential, and covariance_functions::PeriodicSquareExponential2.

setParameters()

virtual void covariance_functions::CovFunc::setParameters ( const Eigen::VectorXd & params )

pure virtual

Method to set the hyper-parameters.

Implemented in covariance_functions::PeriodicSquareExponential, and covariance_functions::PeriodicSquareExponential2.

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

• covariance_functions.h