SHOGUN
v3.2.0
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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_ */