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LocalityPreservingProjections.h
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00001 /*
00002  * This program is free software; you can redistribute it and/or modify
00003  * it under the terms of the GNU General Public License as published by
00004  * the Free Software Foundation; either version 3 of the License, or
00005  * (at your option) any later version.
00006  *
00007  * Written (W) 2011-2013 Sergey Lisitsyn
00008  * Copyright (C) 2011-2013 Berlin Institute of Technology and Max-Planck-Society
00009  */
00010 
00011 #ifndef LOCALITYPRESERVINGPROJECTIONS_H_
00012 #define LOCALITYPRESERVINGPROJECTIONS_H_
00013 #include <shogun/lib/config.h>
00014 #ifdef HAVE_EIGEN3
00015 #include <shogun/converter/LaplacianEigenmaps.h>
00016 
00017 namespace shogun
00018 {
00019 
00020 class CFeatures;
00021 class CDistance;
00022 
00038 class CLocalityPreservingProjections: public CLaplacianEigenmaps
00039 {
00040 public:
00041 
00043     CLocalityPreservingProjections();
00044 
00046     virtual ~CLocalityPreservingProjections();
00047 
00049     virtual const char* get_name() const;
00050 
00052     virtual CFeatures* apply(CFeatures* features);
00053 
00054 };
00055 }
00056 
00057 #endif /* HAVE_EIGEN3 */
00058 #endif /* LOCALITYPRESERVINGPROJECTIONS_H_ */
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