sklearn.gaussian_process.kernels.Hyperparameter

class sklearn.gaussian_process.kernels.Hyperparameter

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

New in version 0.18.

Attributes

name	Alias for field number 0
value_type	Alias for field number 1
bounds	Alias for field number 2
n_elements	Alias for field number 3
fixed	Alias for field number 4

Methods

count($self, value, /)	Return number of occurrences of value.
index($self, value[, start, stop])	Return first index of value.

__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($self, value, /)

Return number of occurrences of value.

fixed

Alias for field number 4

index($self, value, start=0, stop=sys.maxsize, /)

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