mvpa2.kernels.sg.CustomSGKernel

class mvpa2.kernels.sg.CustomSGKernel(kernel_cls, kernel_params=None, **kwargs)

Class which can wrap any Shogun kernel and it’s kernel parameters

Attributes

descr

Description of the object if any

Methods

add_conversion(typename, methodfull, methodraw)	Adds methods to the Kernel class for new conversions
as_ls(kernel)
as_np()	Converts this kernel to a Numpy-based representation
as_raw_ls(kernel)
as_raw_np()	Directly return this kernel as a numpy array
as_raw_sg()
as_sg()
cleanup()	Wipe out internal representation
compute(ds1[, ds2])	Generic computation of any kernel
computed(\*args, \*\*kwargs)	Compute kernel and return self
reset()

Initialize CustomSGKernel.

Parameters:

kernel_cls : Shogun.Kernel

Class of a Kernel from Shogun

kernel_params : list

Each item in this list should be a tuple of (kernelparamname, value), and the order is the explicit order required by the Shogun constructor

Attributes

descr

Description of the object if any

Methods

add_conversion(typename, methodfull, methodraw)	Adds methods to the Kernel class for new conversions
as_ls(kernel)
as_np()	Converts this kernel to a Numpy-based representation
as_raw_ls(kernel)
as_raw_np()	Directly return this kernel as a numpy array
as_raw_sg()
as_sg()
cleanup()	Wipe out internal representation
compute(ds1[, ds2])	Generic computation of any kernel
computed(\*args, \*\*kwargs)	Compute kernel and return self
reset()