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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 <stdio.h>
14 #include <shogun/lib/common.h>
15 #include <shogun/io/SGIO.h>
18 
19 namespace shogun
20 {
22 {
23  public:
34  static void Lloyd_KMeans(int32_t k, CDistance* distance, int32_t max_iter, SGMatrix<float64_t> mus,
35  SGVector<int32_t> ClList, SGVector<float64_t> weights_set, bool fixed_centers);
36 };
37 }
38 #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:80
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)

SHOGUN Machine Learning Toolbox - Documentation