-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathmodels-activationfunctypes-activationfunc.html
208 lines (178 loc) · 7.68 KB
/
models-activationfunctypes-activationfunc.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8"/>
<title>ActivationFunc - Deep.Net</title>
<meta name="viewport" content="width=device-width, initial-scale=1.0"/>
<meta name="description" content=""/>
<meta name="author" content="Deep.Net developers"/>
<script src="https://code.jquery.com/jquery-1.8.0.js"></script>
<script src="https://code.jquery.com/ui/1.8.23/jquery-ui.js"></script>
<script src="https://netdna.bootstrapcdn.com/twitter-bootstrap/2.2.1/js/bootstrap.min.js"></script>
<link href="https://netdna.bootstrapcdn.com/twitter-bootstrap/2.2.1/css/bootstrap-combined.min.css" rel="stylesheet"/>
<link type="text/css" rel="stylesheet" href="http://www.deepml.net/content/style.css" />
<script type="text/javascript" src="http://www.deepml.net/content/tips.js"></script>
<!-- HTML5 shim, for IE6-8 support of HTML5 elements -->
<!--[if lt IE 9]>
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<![endif]-->
<script type="text/javascript" async
src="https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-MML-AM_CHTML">
</script>
</head>
<body>
<div class="container">
<div class="masthead">
<ul class="nav nav-pills pull-right">
<li><a href="http://github.com/DeepMLNet/DeepNet">github page</a></li>
</ul>
<h3 class="muted"><a href="http://www.deepml.net/index.html">Deep.Net</a></h3>
</div>
<hr />
<div class="row">
<div class="span9" id="main">
<h1>ActivationFunc</h1>
<p>
<span>Namespace: Models</span><br />
<span>Parent Module: <a href="models-activationfunctypes.html">ActivationFuncTypes</a></span>
</p>
<div class="xmldoc">
<p>Transfer (activation) functions.</p>
</div>
<h3>Union Cases</h3>
<table class="table table-bordered member-list">
<thead>
<tr><td>Union Case</td><td>Description</td></tr>
</thead>
<tbody>
<tr>
<td class="member-name">
<code onmouseout="hideTip(event, '928', 928)" onmouseover="showTip(event, '928', 928)">
Identity
</code>
<div class="tip" id="928">
<strong>Signature:</strong> <br />
</div>
</td>
<td class="xmldoc">
<a href="http://github.com/DeepMLNet/DeepNet/tree/master/MLModels/Util.fs#L31-31" class="github-link">
<img src="../content/img/github.png" class="normal" />
<img src="../content/img/github-blue.png" class="hover" />
</a>
<p>no transfer function</p>
</td>
</tr>
<tr>
<td class="member-name">
<code onmouseout="hideTip(event, '929', 929)" onmouseover="showTip(event, '929', 929)">
LogSoftmax
</code>
<div class="tip" id="929">
<strong>Signature:</strong> <br />
</div>
</td>
<td class="xmldoc">
<a href="http://github.com/DeepMLNet/DeepNet/tree/master/MLModels/Util.fs#L27-27" class="github-link">
<img src="../content/img/github.png" class="normal" />
<img src="../content/img/github-blue.png" class="hover" />
</a>
<p>logarithm of soft-max transfer function</p>
</td>
</tr>
<tr>
<td class="member-name">
<code onmouseout="hideTip(event, '930', 930)" onmouseover="showTip(event, '930', 930)">
Relu
</code>
<div class="tip" id="930">
<strong>Signature:</strong> <br />
</div>
</td>
<td class="xmldoc">
<a href="http://github.com/DeepMLNet/DeepNet/tree/master/MLModels/Util.fs#L29-29" class="github-link">
<img src="../content/img/github.png" class="normal" />
<img src="../content/img/github-blue.png" class="hover" />
</a>
<p>rectifier unit transfer function</p>
</td>
</tr>
<tr>
<td class="member-name">
<code onmouseout="hideTip(event, '931', 931)" onmouseover="showTip(event, '931', 931)">
Sigmoid
</code>
<div class="tip" id="931">
<strong>Signature:</strong> <br />
</div>
</td>
<td class="xmldoc">
<a href="http://github.com/DeepMLNet/DeepNet/tree/master/MLModels/Util.fs#L23-23" class="github-link">
<img src="../content/img/github.png" class="normal" />
<img src="../content/img/github-blue.png" class="hover" />
</a>
<p>sigmoid transfer function</p>
</td>
</tr>
<tr>
<td class="member-name">
<code onmouseout="hideTip(event, '932', 932)" onmouseover="showTip(event, '932', 932)">
SoftMax
</code>
<div class="tip" id="932">
<strong>Signature:</strong> <br />
</div>
</td>
<td class="xmldoc">
<a href="http://github.com/DeepMLNet/DeepNet/tree/master/MLModels/Util.fs#L25-25" class="github-link">
<img src="../content/img/github.png" class="normal" />
<img src="../content/img/github-blue.png" class="hover" />
</a>
<p>soft-max transfer function</p>
</td>
</tr>
<tr>
<td class="member-name">
<code onmouseout="hideTip(event, '933', 933)" onmouseover="showTip(event, '933', 933)">
Tanh
</code>
<div class="tip" id="933">
<strong>Signature:</strong> <br />
</div>
</td>
<td class="xmldoc">
<a href="http://github.com/DeepMLNet/DeepNet/tree/master/MLModels/Util.fs#L21-21" class="github-link">
<img src="../content/img/github.png" class="normal" />
<img src="../content/img/github-blue.png" class="hover" />
</a>
<p>tanh transfer function</p>
</td>
</tr>
</tbody>
</table>
</div>
<div class="span3">
<!-- <img src="http://www.deepml.net/img/logo.png" alt="Deep.Net logo" style="width:150px;margin:10px" /> -->
<ul class="nav nav-list" id="menu" style="margin-top: 20px;">
<li class="nav-header">Deep.Net</li>
<li><a href="http://www.deepml.net/index.html">Home page</a></li>
<li class="divider"></li>
<li><a href="http://nuget.org/packages/DeepNet">Get Library via NuGet</a></li>
<li><a href="http://github.com/DeepMLNet/DeepNet">Source Code on GitHub</a></li>
<li><a href="http://www.deepml.net/release-notes.html">Release Notes</a></li>
<li class="nav-header">Basics</li>
<li><a href="http://www.deepml.net/tensor.html">Working with Tensors</a></li>
<li><a href="http://www.deepml.net/model.html">Model Definition</a></li>
<li><a href="http://www.deepml.net/components.html">Model Components</a></li>
<li><a href="http://www.deepml.net/dataset.html">Dataset Handling</a></li>
<li><a href="http://www.deepml.net/training.html">Training</a></li>
<li class="nav-header">Advanced</li>
<li><a href="http://www.deepml.net/diff.html">Automatic Differentiation</a></li>
<li class="nav-header">Documentation</li>
<li><a href="http://www.deepml.net/reference/index.html">API Reference</a></li>
</ul>
</div>
</div>
</div>
<a href="http://github.com/DeepMLNet/DeepNet"><img style="position: absolute; top: 0; right: 0; border: 0;" src="https://s3.amazonaws.com/github/ribbons/forkme_right_gray_6d6d6d.png" alt="Fork me on GitHub"/></a>
</body>
</html>