Kernel.CombinedProductKernel Class Reference

Inheritance diagram for Kernel.CombinedProductKernel:

Public Member Functions
	__init__ (self, kernels)

Public Attributes
	kernel_name
	kernel_param
	ev
Public Attributes inherited from Kernel.Kernel
	kernel_name
	kernel_param
	ev

Additional Inherited Members
Static Public Member Functions inherited from Kernel.Kernel
	rbf (x, y, alpha=1.0)
	laplacian (x, y, alpha=1.0)
	sigmoid (x, y, alpha=1.0)
	exponential (x, y, alpha=1.0)
	cosine (x, y, alpha=None)
	morlet_wavelet (x, y, alpha=1.0)
	mexican_hat_wavelet (x, y, alpha=1.0)
	haar_wavelet (x, y, alpha=1.0)
	rational_quadratic (x, y, alpha=1.0)

Detailed Description

    Initialize a combined product kernel object.

    Parameters:
    -----------
    - kernels (list of Kernel objects): List of individual kernel objects to be combined.

Constructor & Destructor Documentation

__init__()

Kernel.CombinedProductKernel.__init__	(		self,
			kernel_name )

    Initialize a kernel function object.

    Parameters:
    -----------
    - kernel_name (str): Name of the kernel function. Default is 'rbf'.
    - param (float): Parameter value for the kernel function. Default is 1.0.

Reimplemented from Kernel.Kernel.

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The documentation for this class was generated from the following file:

• Resources/Kernel.py