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FFSep.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) 2013 Kevin Hughes
8  */
9 
10 #ifndef FFSEP_H_
11 #define FFSEP_H_
12 
13 #include <shogun/lib/config.h>
14 #ifdef HAVE_EIGEN3
15 #include <shogun/lib/SGNDArray.h>
18 
19 namespace shogun
20 {
21 
22 class CFeatures;
23 
36 class CFFSep: public CICAConverter
37 {
38  public:
39 
41  CFFSep();
42 
44  virtual ~CFFSep();
45 
49  virtual CFeatures* apply(CFeatures* features);
50 
55 
59  void set_tau(SGVector<float64_t> tau);
60 
65 
67  virtual const char* get_name() const { return "FFSep"; };
68 
69  protected:
70 
72  void init();
73 
74  private:
75 
77  SGVector<float64_t> m_tau;
78 
80  SGNDArray<float64_t> m_covs;
81 };
82 }
83 #endif // HAVE_EIGEN3
84 #endif // FFSEP

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