sklearn.gaussian_process.kernels.Hyperparameter

class sklearn.gaussian_process.kernels.Hyperparameter [source]

A kernel hyperparameter’s specification in form of a namedtuple.

New in version 0.18.

Attributes:	name : string Alias for field number 0 value_type : string Alias for field number 1 bounds : pair of floats >= 0 or “fixed” Alias for field number 2 n_elements : int, default=1 Alias for field number 3 fixed : bool, default: None Alias for field number 4

Methods

count(…)
index((value, [start, …)	Raises ValueError if the value is not present.

__init__($self, /, *args, **kwargs)

Initialize self. See help(type(self)) for accurate signature.

__call__($self, /, *args, **kwargs)

Call self as a function.

bounds

Alias for field number 2

count(value) → integer – return number of occurrences of value

fixed

Alias for field number 4

index(value[, start[, stop]]) → integer – return first index of value.

Raises ValueError if the value is not present.

n_elements

Alias for field number 3

name

Alias for field number 0

value_type

Alias for field number 1