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LocalityPreservingProjections.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) 2011-2013 Sergey Lisitsyn
8  * Copyright (C) 2011-2013 Berlin Institute of Technology and Max-Planck-Society
9  */
10 
11 #ifndef LOCALITYPRESERVINGPROJECTIONS_H_
12 #define LOCALITYPRESERVINGPROJECTIONS_H_
13 #include <shogun/lib/config.h>
15 
16 namespace shogun
17 {
18 
19 class CFeatures;
20 class CDistance;
21 
38 {
39 public:
40 
43 
46 
48  virtual const char* get_name() const;
49 
51  virtual CFeatures* apply(CFeatures* features);
52 
53 };
54 }
55 
56 #endif /* LOCALITYPRESERVINGPROJECTIONS_H_ */
class LocalityPreservingProjections used to compute embeddings of data using Locality Preserving Proj...
virtual CFeatures * apply(CFeatures *features)
class LaplacianEigenmaps used to construct embeddings of data using Laplacian Eigenmaps algorithm as ...
all of classes and functions are contained in the shogun namespace
Definition: class_list.h:18
The class Features is the base class of all feature objects.
Definition: Features.h:68

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