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ManifoldSculpting.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 Vladyslav S. Gorbatiuk
8  * Copyright (C) 2011-2013 Vladyslav S. Gorbatiuk
9  */
10 
11 #ifndef MANIFOLDSCULPTING_H_
12 #define MANIFOLDSCULPTING_H_
13 #include <shogun/lib/config.h>
16 
17 namespace shogun
18 {
19 
27 {
28 public:
29 
32 
34  virtual ~CManifoldSculpting();
35 
37  virtual const char* get_name() const;
38 
43  virtual CFeatures* apply(CFeatures* features);
44 
49  void set_k(const int32_t k);
50 
55  int32_t get_k() const;
56 
61  void set_squishing_rate(const float64_t squishing_rate);
62 
68 
73  void set_max_iteration(const int32_t max_iteration);
74 
79  int32_t get_max_iteration() const;
80 
81 private:
82 
84  void init();
85 
86 private:
87 
89  float64_t m_k;
90 
92  float64_t m_squishing_rate;
93 
97  float64_t m_max_iteration;
98 
99 }; /* class CManifoldSculpting */
100 
101 } /* namespace shogun */
102 
103 #endif /* MANIFOLDSCULPTING_H_ */
class EmbeddingConverter (part of the Efficient Dimensionality Reduction Toolkit) used to construct e...
void set_squishing_rate(const float64_t squishing_rate)
double float64_t
Definition: common.h:50
void set_max_iteration(const int32_t max_iteration)
all of classes and functions are contained in the shogun namespace
Definition: class_list.h:18
The class Features is the base class of all feature objects.
Definition: Features.h:68
void set_k(const int32_t k)
float64_t get_squishing_rate() const
int32_t get_max_iteration() const
class CManifoldSculpting used to embed data using manifold sculpting embedding algorithm.
virtual const char * get_name() const
virtual CFeatures * apply(CFeatures *features)

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