GPComponentType

class baybe.surrogates.gaussian_process.components.generic.GPComponentType

Bases: Enum

Enum for Gaussian process component types.

Public methods

get_types()

Get the accepted BayBE and GPyTorch types for this component.

Public attributes and properties

KERNEL	Gaussian process kernel.
MEAN	Gaussian process mean function.
LIKELIHOOD	Gaussian process likelihood.
CRITERION	Gaussian process fitting criterion.

get_types()

Get the accepted BayBE and GPyTorch types for this component.

Return type:

tuple[type, ...]

CRITERION = 'CRITERION'

Gaussian process fitting criterion.

KERNEL = 'KERNEL'

Gaussian process kernel.

LIKELIHOOD = 'LIKELIHOOD'

Gaussian process likelihood.

MEAN = 'MEAN'

Gaussian process mean function.