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NeuralLayers.cpp
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1 /*
2  * Copyright (c) 2014, Shogun Toolbox Foundation
3  * All rights reserved.
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5  * Redistribution and use in source and binary forms, with or without
6  * modification, are permitted provided that the following conditions are met:
7 
8  * 1. Redistributions of source code must retain the above copyright notice,
9  * this list of conditions and the following disclaimer.
10  *
11  * 2. Redistributions in binary form must reproduce the above copyright notice,
12  * this list of conditions and the following disclaimer in the documentation
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16  * contributors may be used to endorse or promote products derived from this
17  * software without specific prior written permission.
18 
19  * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
20  * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
21  * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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26  * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
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30  *
31  * Written (W) 2014 Khaled Nasr
32  */
33 
35 
42 
43 using namespace shogun;
44 
46 {
47 }
48 
50 {
51  SG_UNREF(m_layers)
52 }
53 
55 {
56  return with_layer(new CNeuralInputLayer(size));
57 }
58 
60 {
61  return with_layer(new CNeuralLogisticLayer(size));
62 }
63 
65 {
66  return with_layer(new CNeuralLinearLayer(size));
67 }
68 
70 {
71  return with_layer(new CNeuralRectifiedLinearLayer(size));
72 }
73 
75 {
77 }
78 
80 {
81  return with_layer(new CNeuralSoftmaxLayer(size));
82 }
83 
85 {
86  m_layers->push_back(layer);
87  return this;
88 }
89 
91 {
92  SG_REF(m_layers);
93  return m_layers;
94 }
95 
97 {
98  m_layers->clear_array();
99 }
100 
102 {
103  return (m_layers->get_array_size() == 0);
104 }
105 
106 const char* CNeuralLayers::get_name() const
107 {
108  return "NeuralLayers";
109 }

SHOGUN Machine Learning Toolbox - Documentation