cmp::covariance Namespace Reference

Classes
class	Constant
	Represents a constant scale covariance function. More...
class	Covariance
	Abstract base class for all covariance (kernel) functions. More...
class	Custom
	Represents a custom user-defined covariance function using std::function wrappers. More...
class	Inverse
	Represents an Inverse covariance function. More...
class	Linear
	Represents a Linear covariance function. More...
class	Matern
	General Matérn covariance function. More...
class	Matern52
	Matérn covariance function with parameter nu = 5/2. More...
class	ModelClusterCovariance
	Blended covariance kernel that interpolates local GP kernels using classifier probabilities. More...
class	Product
	Represents the product of two covariance functions. More...
class	SquaredExponential
	Squared Exponential (RBF / Gaussian) covariance function. More...
class	Sum
	Represents the sum of two covariance functions. More...
class	WhiteNoise
	White noise covariance function. More...

Functions
std::shared_ptr< Covariance >	operator+ (std::shared_ptr< Covariance > k1, std::shared_ptr< Covariance > k2)
std::shared_ptr< Covariance >	operator* (std::shared_ptr< Covariance > k1, std::shared_ptr< Covariance > k2)

Function Documentation

operator*()

std::shared_ptr< Covariance > cmp::covariance::operator* ( std::shared_ptr< Covariance >  k1, std::shared_ptr< Covariance >  k2  )

inline

operator+()

std::shared_ptr< Covariance > cmp::covariance::operator+ ( std::shared_ptr< Covariance >  k1, std::shared_ptr< Covariance >  k2  )

inline