Sigmoid kernel: K(a,b) = tanh(gamma*a*b.T + coef0)
Methods
add_conversion(typename, methodfull, methodraw) | Adds methods to the Kernel class for new conversions |
as_ls() | |
as_np() | Converts this kernel to a Numpy-based representation |
as_raw_ls() | |
as_raw_np() | |
as_raw_sg(kernel) | Converts directly to a Shogun kernel |
as_sg(kernel) | Converts this kernel to a Shogun-based representation |
cleanup() | Wipe out internal representation |
compute(*args, **kwargs) | |
computed(*args, **kwargs) | Compute kernel and return self |
reset() |
Initialize instance of SigmoidLSKernel
Parameters: | gamma :
coef0 :
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Methods
add_conversion(typename, methodfull, methodraw) | Adds methods to the Kernel class for new conversions |
as_ls() | |
as_np() | Converts this kernel to a Numpy-based representation |
as_raw_ls() | |
as_raw_np() | |
as_raw_sg(kernel) | Converts directly to a Shogun kernel |
as_sg(kernel) | Converts this kernel to a Shogun-based representation |
cleanup() | Wipe out internal representation |
compute(*args, **kwargs) | |
computed(*args, **kwargs) | Compute kernel and return self |
reset() |