GaussianProcessPreset

class baybe.surrogates.gaussian_process.presets.core.GaussianProcessPreset

Bases: Enum

Available Gaussian process surrogate presets.

Public attributes and properties

BAYBE	The default BayBE settings of the Gaussian process surrogate class.
BOTORCH	The BoTorch settings.
CHEN	The adaptive kernel hyperprior settings proposed by [CFS26].
EDBO	The EDBO settings proposed by [SSL+21].
EDBO_SMOOTHED	A smoothed version of the EDBO settings (adapted from [SSL+21]).

BAYBE = 'BAYBE'

The default BayBE settings of the Gaussian process surrogate class.

BOTORCH = 'BOTORCH'

The BoTorch settings.

CHEN = 'CHEN'

The adaptive kernel hyperprior settings proposed by [CFS26].

EDBO = 'EDBO'

The EDBO settings proposed by [SSL+21].

EDBO_SMOOTHED = 'EDBO_SMOOTHED'

A smoothed version of the EDBO settings (adapted from [SSL+21]).