baybe.surrogates.gaussian_process.presets.baybeΒΆ

Default preset for Gaussian process surrogates.

Module Attributes

BayBENumericalKernelFactory

The factory providing the default numerical kernel for Gaussian process surrogates.

BayBEMeanFactory

The factory providing the default mean function for Gaussian process surrogates.

BayBELikelihoodFactory

The factory providing the default likelihood for Gaussian process surrogates.

Classes

BayBEFitCriterionFactory

The factory providing the default fitting criterion for Gaussian process surrogates.

BayBEKernelFactory

The default kernel factory for Gaussian process surrogates.

BayBETaskKernelFactory

The factory providing the default task kernel for Gaussian process surrogates.