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SOBI.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 SOBI_H_
00011 #define SOBI_H_
00012 
00013 #include <shogun/lib/config.h>
00014 #ifdef HAVE_EIGEN3
00015 #include <shogun/lib/SGNDArray.h>
00016 #include <shogun/features/Features.h>
00017 #include <shogun/converter/ica/ICAConverter.h>
00018 
00019 namespace shogun
00020 {
00021 
00022 class CFeatures;
00023 
00037 class CSOBI: public CICAConverter
00038 {
00039     public:
00040 
00042         CSOBI();
00043 
00045         virtual ~CSOBI();
00046 
00050         virtual CFeatures* apply(CFeatures* features);
00051 
00055         SGVector<float64_t> get_tau() const;
00056 
00060         void set_tau(SGVector<float64_t> tau);
00061 
00065         SGNDArray<float64_t> get_covs() const;
00066 
00068         virtual const char* get_name() const { return "SOBI"; };
00069 
00070     protected:
00071 
00073         void init();
00074 
00075     private:
00076 
00078         SGVector<float64_t> m_tau;
00079 
00081         SGNDArray<float64_t> m_covs;
00082 };
00083 }
00084 #endif // HAVE_EIGEN3
00085 #endif // SOBI
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