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src
shogun
kernel
GaussianShiftKernel.h
Go to the documentation of this file.
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/*
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* This program is free software; you can redistribute it and/or modify
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* it under the terms of the GNU General Public License as published by
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* the Free Software Foundation; either version 3 of the License, or
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* (at your option) any later version.
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*
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* Written (W) 2008 Gunnar Raetsch
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* Copyright (C) 2008-2009 Fraunhofer Institute FIRST and Max-Planck-Society
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*/
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#ifndef _GAUSSIANSHIFTKERNEL_H___
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#define _GAUSSIANSHIFTKERNEL_H___
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#include <
shogun/lib/common.h
>
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#include <
shogun/kernel/GaussianKernel.h
>
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#include <
shogun/features/DenseFeatures.h
>
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namespace
shogun
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{
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class
CGaussianShiftKernel
:
public
CGaussianKernel
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{
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public
:
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CGaussianShiftKernel
();
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CGaussianShiftKernel
(
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int32_t size,
float64_t
width
, int32_t
max_shift
,
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int32_t
shift_step
);
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CGaussianShiftKernel
(
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CDenseFeatures<float64_t>
* l,
CDenseFeatures<float64_t>
* r,
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float64_t
width, int32_t max_shift, int32_t shift_step,
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int32_t size=10);
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virtual
~CGaussianShiftKernel
();
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virtual
EKernelType
get_kernel_type
() {
return
K_GAUSSIANSHIFT
; }
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virtual
const
char
*
get_name
()
const
{
return
"GaussianShiftKernel"
; }
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protected
:
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virtual
float64_t
compute
(int32_t idx_a, int32_t idx_b);
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private
:
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void
init();
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protected
:
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int32_t
max_shift
;
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int32_t
shift_step
;
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};
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}
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#endif
/* _GAUSSIANSHIFTKERNEL_H__ */
SHOGUN
Machine Learning Toolbox - Documentation