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Jade.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) 2013 Kevin Hughes
00008  */
00009 
00010 #ifndef JADE_H_
00011 #define JADE_H_
00012 
00013 #include <shogun/lib/config.h>
00014 #ifdef HAVE_EIGEN3
00015 #include <shogun/converter/ica/ICAConverter.h>
00016 #include <shogun/features/Features.h>
00017 
00018 namespace shogun
00019 {
00020 
00021 class CFeatures;
00022 
00023 //#define DEBUG_JADE
00024 
00037 class CJade: public CICAConverter
00038 {
00039     public:
00040 
00042         CJade();
00043 
00045         virtual ~CJade();
00046 
00050         virtual CFeatures* apply(CFeatures* features);
00051 
00055         SGMatrix<float64_t> get_cumulant_matrix() const;
00056 
00058         virtual const char* get_name() const { return "Jade"; };
00059 
00060     protected:
00061 
00063         void init();
00064 
00065     private:
00066 
00068         SGMatrix<float64_t> m_cumulant_matrix;
00069 };
00070 }
00071 #endif // HAVE_EIGEN3
00072 #endif // JADE
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