Radial Basis Function kernel (aka Gaussian): K(a,b) = exp(-gamma*||a-b||**2)
Methods
add_conversion(typename, methodfull, methodraw) | Adds methods to the Kernel class for new conversions :Parameters: typename : string Describes kernel type methodfull : function Method which converts to the new kernel object class methodraw : function Method which returns a raw kernel .. |
as_ls() | |
as_np() | Converts this kernel to a Numpy-based representation |
as_raw_ls() | |
as_raw_np() | |
cleanup() | Wipe out internal representation |
compute(*args, **kwargs) | |
computed(*args, **kwargs) | Compute kernel and return self |
reset() |
Initialize instance of RbfLSKernel
Parameters: | gamma :
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Methods
add_conversion(typename, methodfull, methodraw) | Adds methods to the Kernel class for new conversions :Parameters: typename : string Describes kernel type methodfull : function Method which converts to the new kernel object class methodraw : function Method which returns a raw kernel .. |
as_ls() | |
as_np() | Converts this kernel to a Numpy-based representation |
as_raw_ls() | |
as_raw_np() | |
cleanup() | Wipe out internal representation |
compute(*args, **kwargs) | |
computed(*args, **kwargs) | Compute kernel and return self |
reset() |