Uses of Interface
jgpml.covariancefunctions.CovarianceFunction

Packages that use CovarianceFunction

Package	Description
jgpml
jgpml.covariancefunctions

Uses of CovarianceFunction in jgpml

Constructors in jgpml with parameters of type CovarianceFunction

Modifier	Constructor	Description
	GaussianProcess(CovarianceFunction covFunction)	Creates a new GP object.

Uses of CovarianceFunction in jgpml.covariancefunctions

Classes in jgpml.covariancefunctions that implement CovarianceFunction

Modifier and Type	Class	Description
class	CovLINard	Linear covariance function with Automatic Relevance Determination (ARD).
class	CovLINone	Linear covariance function with a single hyperparameter.
class	CovNNone	Neural network covariance function with a single parameter for the distance measure.
class	CovNNoneNoise	Neural network covariance function with a single parameter for the distance measure and white noise.
class	CovNoise	Independent covariance function, ie "white noise", with specified variance.
class	CovSEard	Squared Exponential covariance function with Automatic Relevance Detemination (ARD) distance measure.
class	CovSEiso	Squared Exponential covariance function with isotropic distance measure.
class	CovSum	Composes a covariance function as the sum of other covariance functions.

Constructors in jgpml.covariancefunctions with parameters of type CovarianceFunction

Modifier	Constructor	Description
	CovSum(int inputDimensions, CovarianceFunction... f)	Create a new CovarianceFunction as sum of the CovarianceFunctions passed as input.