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src
shogun
clustering
KMeansLloydImpl.h
浏览该文件的文档.
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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) 2014 Parijat Mazumdar
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*/
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#ifndef _LKMEANS_H__
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#define _LKMEANS_H__
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#include <
shogun/lib/config.h
>
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#include <
shogun/lib/common.h
>
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#include <
shogun/io/SGIO.h
>
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#include <
shogun/distance/Distance.h
>
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#include <
shogun/machine/DistanceMachine.h
>
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namespace
shogun
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{
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class
CKMeansLloydImpl
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{
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public
:
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static
void
Lloyd_KMeans
(int32_t k,
CDistance
*
distance
, int32_t max_iter,
SGMatrix<float64_t>
mus,
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SGVector<int32_t>
ClList,
SGVector<float64_t>
weights_set,
bool
fixed_centers);
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};
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}
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#endif
shogun::distance
float distance(CJLCoverTreePoint p1, CJLCoverTreePoint p2, float64_t upper_bound)
Definition:
JLCoverTreePoint.h:138
Distance.h
shogun::CDistance
Class Distance, a base class for all the distances used in the Shogun toolbox.
Definition:
Distance.h:81
SGIO.h
shogun::CKMeansLloydImpl
Definition:
KMeansLloydImpl.h:23
DistanceMachine.h
config.h
shogun::SGMatrix< float64_t >
shogun::SGVector< int32_t >
shogun::CKMeansLloydImpl::Lloyd_KMeans
static void Lloyd_KMeans(int32_t k, CDistance *distance, int32_t max_iter, SGMatrix< float64_t > mus, SGVector< int32_t > ClList, SGVector< float64_t > weights_set, bool fixed_centers)
Definition:
KMeansLloydImpl.cpp:20
shogun
all of classes and functions are contained in the shogun namespace
Definition:
class_list.h:18
common.h
SHOGUN
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