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KMeansLloydImpl.h
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1 /*
2  * This program is free software; you can redistribute it and/or modify
3  * it under the terms of the GNU General Public License as published by
4  * the Free Software Foundation; either version 3 of the License, or
5  * (at your option) any later version.
6  *
7  * Written (W) 2014 Parijat Mazumdar
8  */
9 
10 #ifndef _LKMEANS_H__
11 #define _LKMEANS_H__
12 
13 #include <shogun/lib/config.h>
14 
15 #include <shogun/lib/common.h>
16 #include <shogun/io/SGIO.h>
19 
20 namespace shogun
21 {
24 {
25  public:
36  static void Lloyd_KMeans(int32_t k, CDistance* distance, int32_t max_iter, SGMatrix<float64_t> mus,
37  bool fixed_centers);
38 };
39 }
40 #endif
float distance(CJLCoverTreePoint p1, CJLCoverTreePoint p2, float64_t upper_bound)
Class Distance, a base class for all the distances used in the Shogun toolbox.
Definition: Distance.h:87
static void Lloyd_KMeans(int32_t k, CDistance *distance, int32_t max_iter, SGMatrix< float64_t > mus, bool fixed_centers)
all of classes and functions are contained in the shogun namespace
Definition: class_list.h:18

SHOGUN Machine Learning Toolbox - Documentation