CHENKernelFactory

class baybe.surrogates.gaussian_process.presets.chen.CHENKernelFactory[source]

Bases: _PureKernelFactory

A factory providing adaptive hyperprior kernels as proposed by [CFS26].

Public methods

__init__([parameter_selector])

Method generated by attrs for class CHENKernelFactory.

get_parameter_names(searchspace)

Get the names of the parameters to be considered by the kernel.

Public attributes and properties

parameter_selector

An optional selector to specify which parameters are considered by the kernel.
__init__(parameter_selector: str | type[Parameter] | Collection[str] | Collection[type[Parameter]] | ParameterSelectorProtocol = NOTHING)

Method generated by attrs for class CHENKernelFactory.

For details on the parameters, see Public attributes and properties.

get_parameter_names(searchspace: SearchSpace)

Get the names of the parameters to be considered by the kernel.

Return type:

tuple[str, ...]

parameter_selector: ParameterSelectorProtocol | None

An optional selector to specify which parameters are considered by the kernel.