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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>Compose (DiffSharp)</title>
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta name="author" content="Atılım Güneş Baydin, Don Syme, Barak A. Pearlmutter, Jeffrey Siskind, and DiffSharp contributors">
<meta name="description" content="DiffSharp is a tensor library with support for differentiable programming. It is designed for use in machine learning, probabilistic programming, optimization and other domains.">
<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>
<script type="text/javascript" async src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></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="https://diffsharp.github.io/content/fsdocs-default.css" />
<script src="https://diffsharp.github.io/content/fsdocs-tips.js" type="text/javascript"></script>
<!-- BEGIN SEARCH BOX: this adds support for the search box -->
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/JavaScript-autoComplete/1.0.4/auto-complete.css" />
<!-- END SEARCH BOX: this adds support for the search box -->
</head>
<body>
<div class="container">
<!-- <div class="masthead">
<ul class="nav nav-pills pull-right">
<li><a href="https://fsharp.org">fsharp.org</a></li>
</ul>
<h3 class="muted">DiffSharp</h3>
</div> -->
<!-- <hr /> -->
<div class="row">
<div class="col-xs-12" style="height:10px;"></div>
</div>
<div class="row">
<div class="span3" id="fsdocs-nav">
<a href="index.html"><img class="logo" src="https://diffsharp.github.io/img/diffsharp-logo-text.png"/></a>
<!-- BEGIN SEARCH BOX: this adds support for the search box -->
<div id="header">
<div class="searchbox">
<label for="search-by">
<i class="fas fa-search"></i>
</label>
<input data-search-input="" id="search-by" type="search" placeholder="Search..." />
<span data-search-clear="">
<i class="fas fa-times"></i>
</span>
</div>
</div>
<!-- END SEARCH BOX: this adds support for the search box -->
<ul class="nav nav-list" id="menu">
<!-- <li class="nav-header">DiffSharp</li> -->
<!-- <li class="divider"></li> -->
<li><a href="https://diffsharp.github.io/index.html">Home</a></li>
<li><a href="https://github.com/DiffSharp/DiffSharp/">GitHub</a></li>
<li><a href="https://github.com/DiffSharp/DiffSharp/blob/dev/LICENSE">License (BSD)</a></li>
<li class="nav-header">Getting Started</li>
<!-- <li class="divider"></li> -->
<li><a href="https://diffsharp.github.io/install.html">Install</a></li>
<li><a href="https://diffsharp.github.io/quickstart.html">Quickstart</a></li>
<!-- <li><a href="https://diffsharp.github.io/tensors.html">Tensors</a></li> -->
<!-- <li><a href="https://diffsharp.github.io/differentiable-programming.html">Differentiable Programming</a></li> -->
<!-- <li><a href="https://diffsharp.github.io/nested-derivatives.html">Nested Derivatives</a></li> -->
<!-- <li><a href="https://diffsharp.github.io/models.html">Models</a></li> -->
<!-- <li><a href="https://diffsharp.github.io/optimization.html">Optimization</a></li> -->
<!-- <li><a href="https://diffsharp.github.io/probability-distributions.html">Probability Distributions</a></li> -->
<li class="nav-header">Tutorials</li>
<!-- <li class="divider"></li> -->
<!-- <li><a href="https://diffsharp.github.io/tutorial-classifier.html">Classifier</a></li> -->
<!-- <li><a href="https://diffsharp.github.io/tutorial-gan.html">GAN</a></li> -->
<!-- <li><a href="https://diffsharp.github.io/tutorial-vae.html">VAE</a></li> -->
<!-- <li><a href="https://diffsharp.github.io/tutorial-language.html">Language Models</a></li> -->
<li><a href="https://github.com/DiffSharp/DiffSharp/tree/dev/examples">More Examples</a></li>
<li class="nav-header">API Documentation</li>
<li><a href="https://diffsharp.github.io/reference/index.html">API Reference</a></li>
<li><a href="https://diffsharp.github.io/extensions.html">Extensions</a></li>
<!-- <li class="nav-header">Examples</li> -->
<!-- <li class="divider"></li> -->
<!-- <li class="nav-header">Machine Learning</li> -->
<!-- <li><a href="https://diffsharp.github.io/examples-topic1.html">Topic 1</a></li> -->
<!-- <li class="divider"></li>
<li class="nav-header">Authors</li>
<li><a href="http://www.robots.ox.ac.uk/~gunes/">Atılım Güneş Baydin</a></li>
<li><a href="http://www.bcl.hamilton.ie/~barak/">Barak A. Pearlmutter</a></li>
<li><a href="https://www.microsoft.com/en-us/research/people/dsyme/">Don Syme</a></li> -->
</ul>
</div>
<div class="span9" id="fsdocs-content">
<div>
<h2>
Compose Module
</h2>
<dl class="fsdocs-metadata">
<dt>
Namespace:
<a href="https://diffsharp.github.io/reference/diffsharp.html">
DiffSharp
</a>
</dt>
<dt>
Assembly: DiffSharp.Core.dll
</dt>
</dl>
<div class="fsdocs-xmldoc">
<div>
<p class="fsdocs-summary">
</p>
</div>
</div>
<div></div>
<div>
<h3>
Type extensions
</h3>
<table class="table outer-list fsdocs-member-list">
<thead>
<tr>
<td class="fsdocs-member-list-header">
Type extension
</td>
<td class="fsdocs-member-list-header">
Description
</td>
</tr>
</thead>
<tbody>
<tr>
<td class="fsdocs-member-usage">
<div>
<code onmouseout="hideTip(event, '3', 3)" onmouseover="showTip(event, '3', 3)">
<p>
<a id="add">
<a href="#add">
<code><span>dsharp.add <span>b</span></span></code>
</a>
</a>
</p>
</code>
<div class="fsdocs-tip" id="3">
<div class="member-tooltip">
Full Usage:
<code><span>dsharp.add <span>b</span></span></code>
<br/>
<br/>
Parameters:
<ul>
<span>
<b>
b
</b>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></code>
</span>
<br/>
</ul>
<br/>
<span>
Returns:
<code><span><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a> -> <a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></span></code>
</span>
<br/>
</div>
</div>
</div>
</td>
<td class="fsdocs-member-xmldoc">
<div class="fsdocs-summary">
<div class="fsdocs-source-link" title="Copy signature (Markdown)" onclick="Clipboard_CopyTo('`cref:M:DiffSharp.Compose.dsharp.add.Static`')">
<img src="https://diffsharp.github.io/content/img/copy-md.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/copy-md-hover.png" class="hover"/>
</div>
<div class="fsdocs-source-link" title="Copy signature (XML)" onclick="Clipboard_CopyTo('<see cref=\'M:DiffSharp.Compose.dsharp.add.Static\'/>')">
<img src="https://diffsharp.github.io/content/img/copy-xml.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/copy-xml-hover.png" class="hover"/>
</div>
<a href="https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/DiffSharp.Compose.fs#L128-128" class="fsdocs-source-link" title="Source on GitHub">
<img src="https://diffsharp.github.io/content/img/github.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/github-hover.png" class="hover"/>
</a>
<p class="fsdocs-summary">
TBD
</p>
</div>
<p>
Extended Type:
<code><a href="https://diffsharp.github.io/reference/diffsharp-dsharp.html">dsharp</a></code>
</p>
<dl class="fsdocs-params">
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
b
</span>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></code>
</dt>
<dd class="fsdocs-param-docs"></dd>
</dl>
<dl class="fsdocs-returns">
<dt>
<span class="fsdocs-return-name">
Returns:
</span>
<code><span><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a> -> <a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></span></code>
</dt>
<dd class="fsdocs-return-docs"></dd>
</dl>
</td>
</tr>
<tr>
<td class="fsdocs-member-usage">
<div>
<code onmouseout="hideTip(event, '4', 4)" onmouseover="showTip(event, '4', 4)">
<p>
<a id="arangeLike">
<a href="#arangeLike">
<code><span>dsharp.arangeLike <span><span>(<span>endVal, ?startVal, ?step, ?device, ?dtype, ?backend</span>)</span></span></span></code>
</a>
</a>
</p>
</code>
<div class="fsdocs-tip" id="4">
<div class="member-tooltip">
Full Usage:
<code><span>dsharp.arangeLike <span><span>(<span>endVal, ?startVal, ?step, ?device, ?dtype, ?backend</span>)</span></span></span></code>
<br/>
<br/>
Parameters:
<ul>
<span>
<b>
endVal
</b>
:
<code>float</code>
</span>
<br/>
<span>
<b>
?startVal
</b>
:
<code>float</code>
</span>
<br/>
<span>
<b>
?step
</b>
:
<code>float</code>
</span>
<br/>
<span>
<b>
?device
</b>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-device.html">Device</a></code>
</span>
<br/>
<span>
<b>
?dtype
</b>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-dtype.html">Dtype</a></code>
</span>
<br/>
<span>
<b>
?backend
</b>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-backend.html">Backend</a></code>
</span>
<br/>
</ul>
<br/>
<span>
Returns:
<code><span><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a> -> <a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></span></code>
</span>
<br/>
</div>
</div>
</div>
</td>
<td class="fsdocs-member-xmldoc">
<div class="fsdocs-summary">
<div class="fsdocs-source-link" title="Copy signature (Markdown)" onclick="Clipboard_CopyTo('`cref:M:DiffSharp.Compose.dsharp.arangeLike.Static`')">
<img src="https://diffsharp.github.io/content/img/copy-md.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/copy-md-hover.png" class="hover"/>
</div>
<div class="fsdocs-source-link" title="Copy signature (XML)" onclick="Clipboard_CopyTo('<see cref=\'M:DiffSharp.Compose.dsharp.arangeLike.Static\'/>')">
<img src="https://diffsharp.github.io/content/img/copy-xml.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/copy-xml-hover.png" class="hover"/>
</div>
<a href="https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/DiffSharp.Compose.fs#L56-56" class="fsdocs-source-link" title="Source on GitHub">
<img src="https://diffsharp.github.io/content/img/github.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/github-hover.png" class="hover"/>
</a>
<p class="fsdocs-summary">
TBD
</p>
</div>
<p>
Extended Type:
<code><a href="https://diffsharp.github.io/reference/diffsharp-dsharp.html">dsharp</a></code>
</p>
<dl class="fsdocs-params">
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
endVal
</span>
:
<code>float</code>
</dt>
<dd class="fsdocs-param-docs"></dd>
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
?startVal
</span>
:
<code>float</code>
</dt>
<dd class="fsdocs-param-docs"></dd>
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
?step
</span>
:
<code>float</code>
</dt>
<dd class="fsdocs-param-docs"></dd>
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
?device
</span>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-device.html">Device</a></code>
</dt>
<dd class="fsdocs-param-docs"></dd>
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
?dtype
</span>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-dtype.html">Dtype</a></code>
</dt>
<dd class="fsdocs-param-docs"></dd>
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
?backend
</span>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-backend.html">Backend</a></code>
</dt>
<dd class="fsdocs-param-docs"></dd>
</dl>
<dl class="fsdocs-returns">
<dt>
<span class="fsdocs-return-name">
Returns:
</span>
<code><span><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a> -> <a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></span></code>
</dt>
<dd class="fsdocs-return-docs"></dd>
</dl>
</td>
</tr>
<tr>
<td class="fsdocs-member-usage">
<div>
<code onmouseout="hideTip(event, '5', 5)" onmouseover="showTip(event, '5', 5)">
<p>
<a id="arangeLike">
<a href="#arangeLike">
<code><span>dsharp.arangeLike <span><span>(<span>endVal, ?startVal, ?step, ?device, ?dtype, ?backend</span>)</span></span></span></code>
</a>
</a>
</p>
</code>
<div class="fsdocs-tip" id="5">
<div class="member-tooltip">
Full Usage:
<code><span>dsharp.arangeLike <span><span>(<span>endVal, ?startVal, ?step, ?device, ?dtype, ?backend</span>)</span></span></span></code>
<br/>
<br/>
Parameters:
<ul>
<span>
<b>
endVal
</b>
:
<code>int</code>
</span>
<br/>
<span>
<b>
?startVal
</b>
:
<code>int</code>
</span>
<br/>
<span>
<b>
?step
</b>
:
<code>int</code>
</span>
<br/>
<span>
<b>
?device
</b>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-device.html">Device</a></code>
</span>
<br/>
<span>
<b>
?dtype
</b>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-dtype.html">Dtype</a></code>
</span>
<br/>
<span>
<b>
?backend
</b>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-backend.html">Backend</a></code>
</span>
<br/>
</ul>
<br/>
<span>
Returns:
<code><span><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a> -> <a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></span></code>
</span>
<br/>
</div>
</div>
</div>
</td>
<td class="fsdocs-member-xmldoc">
<div class="fsdocs-summary">
<div class="fsdocs-source-link" title="Copy signature (Markdown)" onclick="Clipboard_CopyTo('`cref:M:DiffSharp.Compose.dsharp.arangeLike.Static`')">
<img src="https://diffsharp.github.io/content/img/copy-md.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/copy-md-hover.png" class="hover"/>
</div>
<div class="fsdocs-source-link" title="Copy signature (XML)" onclick="Clipboard_CopyTo('<see cref=\'M:DiffSharp.Compose.dsharp.arangeLike.Static\'/>')">
<img src="https://diffsharp.github.io/content/img/copy-xml.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/copy-xml-hover.png" class="hover"/>
</div>
<a href="https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/DiffSharp.Compose.fs#L59-59" class="fsdocs-source-link" title="Source on GitHub">
<img src="https://diffsharp.github.io/content/img/github.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/github-hover.png" class="hover"/>
</a>
<p class="fsdocs-summary">
TBD
</p>
</div>
<p>
Extended Type:
<code><a href="https://diffsharp.github.io/reference/diffsharp-dsharp.html">dsharp</a></code>
</p>
<dl class="fsdocs-params">
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
endVal
</span>
:
<code>int</code>
</dt>
<dd class="fsdocs-param-docs"></dd>
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
?startVal
</span>
:
<code>int</code>
</dt>
<dd class="fsdocs-param-docs"></dd>
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
?step
</span>
:
<code>int</code>
</dt>
<dd class="fsdocs-param-docs"></dd>
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
?device
</span>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-device.html">Device</a></code>
</dt>
<dd class="fsdocs-param-docs"></dd>
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
?dtype
</span>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-dtype.html">Dtype</a></code>
</dt>
<dd class="fsdocs-param-docs"></dd>
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
?backend
</span>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-backend.html">Backend</a></code>
</dt>
<dd class="fsdocs-param-docs"></dd>
</dl>
<dl class="fsdocs-returns">
<dt>
<span class="fsdocs-return-name">
Returns:
</span>
<code><span><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a> -> <a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></span></code>
</dt>
<dd class="fsdocs-return-docs"></dd>
</dl>
</td>
</tr>
<tr>
<td class="fsdocs-member-usage">
<div>
<code onmouseout="hideTip(event, '6', 6)" onmouseover="showTip(event, '6', 6)">
<p>
<a id="bceLoss">
<a href="#bceLoss">
<code><span>dsharp.bceLoss <span>target</span></span></code>
</a>
</a>
</p>
</code>
<div class="fsdocs-tip" id="6">
<div class="member-tooltip">
Full Usage:
<code><span>dsharp.bceLoss <span>target</span></span></code>
<br/>
<br/>
Parameters:
<ul>
<span>
<b>
target
</b>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></code>
</span>
<br/>
</ul>
<br/>
<span>
Returns:
<code><span><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a> -> <a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></span></code>
</span>
<br/>
</div>
</div>
</div>
</td>
<td class="fsdocs-member-xmldoc">
<div class="fsdocs-summary">
<div class="fsdocs-source-link" title="Copy signature (Markdown)" onclick="Clipboard_CopyTo('`cref:M:DiffSharp.Compose.dsharp.bceLoss.Static`')">
<img src="https://diffsharp.github.io/content/img/copy-md.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/copy-md-hover.png" class="hover"/>
</div>
<div class="fsdocs-source-link" title="Copy signature (XML)" onclick="Clipboard_CopyTo('<see cref=\'M:DiffSharp.Compose.dsharp.bceLoss.Static\'/>')">
<img src="https://diffsharp.github.io/content/img/copy-xml.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/copy-xml-hover.png" class="hover"/>
</div>
<a href="https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/DiffSharp.Compose.fs#L230-230" class="fsdocs-source-link" title="Source on GitHub">
<img src="https://diffsharp.github.io/content/img/github.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/github-hover.png" class="hover"/>
</a>
<p class="fsdocs-summary">
TBD
</p>
</div>
<p>
Extended Type:
<code><a href="https://diffsharp.github.io/reference/diffsharp-dsharp.html">dsharp</a></code>
</p>
<dl class="fsdocs-params">
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
target
</span>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></code>
</dt>
<dd class="fsdocs-param-docs"></dd>
</dl>
<dl class="fsdocs-returns">
<dt>
<span class="fsdocs-return-name">
Returns:
</span>
<code><span><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a> -> <a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></span></code>
</dt>
<dd class="fsdocs-return-docs"></dd>
</dl>
</td>
</tr>
<tr>
<td class="fsdocs-member-usage">
<div>
<code onmouseout="hideTip(event, '7', 7)" onmouseover="showTip(event, '7', 7)">
<p>
<a id="bernoulli">
<a href="#bernoulli">
<code><span>dsharp.bernoulli <span><span>(<span>?device, ?dtype, ?backend</span>)</span></span></span></code>
</a>
</a>
</p>
</code>
<div class="fsdocs-tip" id="7">
<div class="member-tooltip">
Full Usage:
<code><span>dsharp.bernoulli <span><span>(<span>?device, ?dtype, ?backend</span>)</span></span></span></code>
<br/>
<br/>
Parameters:
<ul>
<span>
<b>
?device
</b>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-device.html">Device</a></code>
</span>
<br/>
<span>
<b>
?dtype
</b>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-dtype.html">Dtype</a></code>
</span>
<br/>
<span>
<b>
?backend
</b>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-backend.html">Backend</a></code>
</span>
<br/>
</ul>
<br/>
<span>
Returns:
<code><span><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a> -> <a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></span></code>
</span>
<br/>
</div>
</div>
</div>
</td>
<td class="fsdocs-member-xmldoc">
<div class="fsdocs-summary">
<div class="fsdocs-source-link" title="Copy signature (Markdown)" onclick="Clipboard_CopyTo('`cref:M:DiffSharp.Compose.dsharp.bernoulli.Static`')">
<img src="https://diffsharp.github.io/content/img/copy-md.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/copy-md-hover.png" class="hover"/>
</div>
<div class="fsdocs-source-link" title="Copy signature (XML)" onclick="Clipboard_CopyTo('<see cref=\'M:DiffSharp.Compose.dsharp.bernoulli.Static\'/>')">
<img src="https://diffsharp.github.io/content/img/copy-xml.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/copy-xml-hover.png" class="hover"/>
</div>
<a href="https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/DiffSharp.Compose.fs#L35-35" class="fsdocs-source-link" title="Source on GitHub">
<img src="https://diffsharp.github.io/content/img/github.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/github-hover.png" class="hover"/>
</a>
<p class="fsdocs-summary">
TBD
</p>
</div>
<p>
Extended Type:
<code><a href="https://diffsharp.github.io/reference/diffsharp-dsharp.html">dsharp</a></code>
</p>
<dl class="fsdocs-params">
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
?device
</span>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-device.html">Device</a></code>
</dt>
<dd class="fsdocs-param-docs"></dd>
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
?dtype
</span>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-dtype.html">Dtype</a></code>
</dt>
<dd class="fsdocs-param-docs"></dd>
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
?backend
</span>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-backend.html">Backend</a></code>
</dt>
<dd class="fsdocs-param-docs"></dd>
</dl>
<dl class="fsdocs-returns">
<dt>
<span class="fsdocs-return-name">
Returns:
</span>
<code><span><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a> -> <a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></span></code>
</dt>
<dd class="fsdocs-return-docs"></dd>
</dl>
</td>
</tr>
<tr>
<td class="fsdocs-member-usage">
<div>
<code onmouseout="hideTip(event, '8', 8)" onmouseover="showTip(event, '8', 8)">
<p>
<a id="cast">
<a href="#cast">
<code><span>dsharp.cast <span>dtype</span></span></code>
</a>
</a>
</p>
</code>
<div class="fsdocs-tip" id="8">
<div class="member-tooltip">
Full Usage:
<code><span>dsharp.cast <span>dtype</span></span></code>
<br/>
<br/>
Parameters:
<ul>
<span>
<b>
dtype
</b>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-dtype.html">Dtype</a></code>
</span>
<br/>
</ul>
<br/>
<span>
Returns:
<code><span><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a> -> <a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></span></code>
</span>
<br/>
</div>
</div>
</div>
</td>
<td class="fsdocs-member-xmldoc">
<div class="fsdocs-summary">
<div class="fsdocs-source-link" title="Copy signature (Markdown)" onclick="Clipboard_CopyTo('`cref:M:DiffSharp.Compose.dsharp.cast.Static`')">
<img src="https://diffsharp.github.io/content/img/copy-md.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/copy-md-hover.png" class="hover"/>
</div>
<div class="fsdocs-source-link" title="Copy signature (XML)" onclick="Clipboard_CopyTo('<see cref=\'M:DiffSharp.Compose.dsharp.cast.Static\'/>')">
<img src="https://diffsharp.github.io/content/img/copy-xml.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/copy-xml-hover.png" class="hover"/>
</div>
<a href="https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/DiffSharp.Compose.fs#L284-284" class="fsdocs-source-link" title="Source on GitHub">
<img src="https://diffsharp.github.io/content/img/github.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/github-hover.png" class="hover"/>
</a>
<p class="fsdocs-summary">
TBD
</p>
</div>
<p>
Extended Type:
<code><a href="https://diffsharp.github.io/reference/diffsharp-dsharp.html">dsharp</a></code>
</p>
<dl class="fsdocs-params">
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
dtype
</span>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-dtype.html">Dtype</a></code>
</dt>
<dd class="fsdocs-param-docs"></dd>
</dl>
<dl class="fsdocs-returns">
<dt>
<span class="fsdocs-return-name">
Returns:
</span>
<code><span><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a> -> <a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></span></code>
</dt>
<dd class="fsdocs-return-docs"></dd>
</dl>
</td>
</tr>
<tr>
<td class="fsdocs-member-usage">
<div>
<code onmouseout="hideTip(event, '9', 9)" onmouseover="showTip(event, '9', 9)">
<p>
<a id="cat">
<a href="#cat">
<code><span>dsharp.cat <span>dim</span></span></code>
</a>
</a>
</p>
</code>
<div class="fsdocs-tip" id="9">
<div class="member-tooltip">
Full Usage:
<code><span>dsharp.cat <span>dim</span></span></code>
<br/>
<br/>
Parameters:
<ul>
<span>
<b>
dim
</b>
:
<code>int</code>
</span>
<br/>
</ul>
<br/>
<span>
Returns:
<code><span><span>seq<<a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a>></span> -> <a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></span></code>
</span>
<br/>
</div>
</div>
</div>
</td>
<td class="fsdocs-member-xmldoc">
<div class="fsdocs-summary">
<div class="fsdocs-source-link" title="Copy signature (Markdown)" onclick="Clipboard_CopyTo('`cref:M:DiffSharp.Compose.dsharp.cat.Static`')">
<img src="https://diffsharp.github.io/content/img/copy-md.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/copy-md-hover.png" class="hover"/>
</div>
<div class="fsdocs-source-link" title="Copy signature (XML)" onclick="Clipboard_CopyTo('<see cref=\'M:DiffSharp.Compose.dsharp.cat.Static\'/>')">
<img src="https://diffsharp.github.io/content/img/copy-xml.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/copy-xml-hover.png" class="hover"/>
</div>
<a href="https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/DiffSharp.Compose.fs#L122-122" class="fsdocs-source-link" title="Source on GitHub">
<img src="https://diffsharp.github.io/content/img/github.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/github-hover.png" class="hover"/>
</a>
<p class="fsdocs-summary">
TBD
</p>
</div>
<p>
Extended Type:
<code><a href="https://diffsharp.github.io/reference/diffsharp-dsharp.html">dsharp</a></code>
</p>
<dl class="fsdocs-params">
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
dim
</span>
:
<code>int</code>
</dt>
<dd class="fsdocs-param-docs"></dd>
</dl>
<dl class="fsdocs-returns">
<dt>
<span class="fsdocs-return-name">
Returns:
</span>
<code><span><span>seq<<a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a>></span> -> <a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></span></code>
</dt>
<dd class="fsdocs-return-docs"></dd>
</dl>
</td>
</tr>
<tr>
<td class="fsdocs-member-usage">
<div>
<code onmouseout="hideTip(event, '10', 10)" onmouseover="showTip(event, '10', 10)">
<p>
<a id="clamp">
<a href="#clamp">
<code><span>dsharp.clamp <span><span>(<span>?low, ?high</span>)</span></span></span></code>
</a>
</a>
</p>
</code>
<div class="fsdocs-tip" id="10">
<div class="member-tooltip">
Full Usage:
<code><span>dsharp.clamp <span><span>(<span>?low, ?high</span>)</span></span></span></code>
<br/>
<br/>
Parameters:
<ul>
<span>
<b>
?low
</b>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-scalar.html">scalar</a></code>
</span>
<br/>
<span>
<b>
?high
</b>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-scalar.html">scalar</a></code>
</span>
<br/>
</ul>
<br/>
<span>
Returns:
<code><span><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a> -> <a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></span></code>
</span>
<br/>
</div>
</div>
</div>
</td>
<td class="fsdocs-member-xmldoc">
<div class="fsdocs-summary">
<div class="fsdocs-source-link" title="Copy signature (Markdown)" onclick="Clipboard_CopyTo('`cref:M:DiffSharp.Compose.dsharp.clamp.Static`')">
<img src="https://diffsharp.github.io/content/img/copy-md.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/copy-md-hover.png" class="hover"/>
</div>
<div class="fsdocs-source-link" title="Copy signature (XML)" onclick="Clipboard_CopyTo('<see cref=\'M:DiffSharp.Compose.dsharp.clamp.Static\'/>')">
<img src="https://diffsharp.github.io/content/img/copy-xml.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/copy-xml-hover.png" class="hover"/>
</div>
<a href="https://github.com/DiffSharp/DiffSharp//tree/dev/src/DiffSharp.Core/DiffSharp.Compose.fs#L104-104" class="fsdocs-source-link" title="Source on GitHub">
<img src="https://diffsharp.github.io/content/img/github.png" class="normal"/>
<img src="https://diffsharp.github.io/content/img/github-hover.png" class="hover"/>
</a>
<p class="fsdocs-summary">
TBD
</p>
</div>
<p>
Extended Type:
<code><a href="https://diffsharp.github.io/reference/diffsharp-dsharp.html">dsharp</a></code>
</p>
<dl class="fsdocs-params">
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
?low
</span>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-scalar.html">scalar</a></code>
</dt>
<dd class="fsdocs-param-docs"></dd>
<dt class="fsdocs-param">
<span class="fsdocs-param-name">
?high
</span>
:
<code><a href="https://diffsharp.github.io/reference/diffsharp-scalar.html">scalar</a></code>
</dt>
<dd class="fsdocs-param-docs"></dd>
</dl>
<dl class="fsdocs-returns">
<dt>
<span class="fsdocs-return-name">
Returns:
</span>
<code><span><a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a> -> <a href="https://diffsharp.github.io/reference/diffsharp-tensor.html">Tensor</a></span></code>
</dt>
<dd class="fsdocs-return-docs"></dd>
</dl>
</td>
</tr>
<tr>