Class KernelMatern_5_2

source code

The Matern kernel class for the case ni=5/2.

This kernel is just KernelMatern_3_2(numerator=5.0).

Instance Methods

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__init__(self, **kwargs)
Initialize a Squared Exponential kernel instance.

source code

Inherited from KernelMatern_3_2: __repr__, compute, gradient, set_hyperparameters

Inherited from Kernel: compute_gradient, compute_lml_gradient, compute_lml_gradient_logscale, reset

Inherited from object: __delattr__, __format__, __getattribute__, __hash__, __new__, __reduce__, __reduce_ex__, __setattr__, __sizeof__, __str__, __subclasshook__

Properties

[hide private]

Inherited from object: __class__

Method Details

[hide private]

init(self, **kwargs)
(Constructor)

source code

Initialize a Squared Exponential kernel instance.

Parameters:

length_scale (float OR numpy.ndarray) - the characteristic length-scale (or length-scales) of the phenomenon under investigation. (Defaults to 1.0)

Overrides: object.__init__

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Class KernelMatern_5_2

__init__(self, **kwargs) (Constructor)

init(self, **kwargs)
(Constructor)