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<div class="section" id="mxnet-python-api">
<span id="mxnet-python-api"></span><h1>MXNet - Python API<a class="headerlink" href="#mxnet-python-api" title="Permalink to this headline">¶</a></h1>
<p>MXNet provides a rich Python API to serve a broad community of Python developers.
In this section, we provide an in-depth discussion of the functionality provided by
various MXNet Python packages. We have included code samples for most of the APIs
for improved clarity. These code samples will run as-is as long as MXNet is first
imported by running:</p>
<div class="highlight-python"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">import</span> <span class="nn">mxnet</span> <span class="kn">as</span> <span class="nn">mx</span>
</pre></div>
</div>
<div class="admonition note">
<p class="first admonition-title">Note</p>
<p class="last">A convenient way to execute examples is the <code class="docutils literal"><span class="pre">%doctest_mode</span></code> mode of
Jupyter notebook, which allows for pasting multi-line examples containing
<code class="docutils literal"><span class="pre">>>></span></code> while preserving indentation. Run <code class="docutils literal"><span class="pre">%doctest_mode?</span></code> in Jupyter notebook
for more details.</p>
</div>
<div class="section" id="table-of-contents">
<span id="table-of-contents"></span><h2>Table of contents<a class="headerlink" href="#table-of-contents" title="Permalink to this headline">¶</a></h2>
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<li class="toctree-l1"><a class="reference internal" href="ndarray.html">NDArray API</a><ul>
<li class="toctree-l2"><a class="reference internal" href="ndarray.html#overview">Overview</a></li>
<li class="toctree-l2"><a class="reference internal" href="ndarray.html#the-ndarray-class">The <code class="docutils literal"><span class="pre">NDArray</span></code> class</a></li>
<li class="toctree-l2"><a class="reference internal" href="ndarray.html#array-creation-routines">Array creation routines</a></li>
<li class="toctree-l2"><a class="reference internal" href="ndarray.html#array-manipulation-routines">Array manipulation routines</a></li>
<li class="toctree-l2"><a class="reference internal" href="ndarray.html#mathematical-functions">Mathematical functions</a></li>
<li class="toctree-l2"><a class="reference internal" href="ndarray.html#neural-network">Neural network</a></li>
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<li class="toctree-l2"><a class="reference internal" href="ndarray.html#api-reference">API Reference</a></li>
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<li class="toctree-l2"><a class="reference internal" href="symbol.html#overview">Overview</a></li>
<li class="toctree-l2"><a class="reference internal" href="symbol.html#the-symbol-class">The <code class="docutils literal"><span class="pre">Symbol</span></code> class</a></li>
<li class="toctree-l2"><a class="reference internal" href="symbol.html#symbol-creation-routines">Symbol creation routines</a></li>
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<li class="toctree-l2"><a class="reference internal" href="symbol.html#api-reference">API Reference</a></li>
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<li class="toctree-l2"><a class="reference internal" href="module.html#overview">Overview</a></li>
<li class="toctree-l2"><a class="reference internal" href="module.html#the-basemodule-class">The <code class="docutils literal"><span class="pre">BaseModule</span></code> class</a></li>
<li class="toctree-l2"><a class="reference internal" href="module.html#other-build-in-modules">Other build-in modules</a></li>
<li class="toctree-l2"><a class="reference internal" href="module.html#api-reference">API Reference</a></li>
</ul>
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<li class="toctree-l1"><a class="reference internal" href="autograd.html">Autograd Package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="autograd.html#overview">Overview</a></li>
<li class="toctree-l2"><a class="reference internal" href="autograd.html#train-mode-and-predict-mode">Train mode and Predict Mode</a></li>
<li class="toctree-l2"><a class="reference internal" href="autograd.html#autograd">Autograd</a></li>
<li class="toctree-l2"><a class="reference internal" href="autograd.html#api-reference">API Reference</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="gluon.html">Gluon Package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="gluon.html#overview">Overview</a></li>
<li class="toctree-l2"><a class="reference internal" href="gluon.html#parameter">Parameter</a></li>
<li class="toctree-l2"><a class="reference internal" href="gluon.html#containers">Containers</a></li>
<li class="toctree-l2"><a class="reference internal" href="gluon.html#neural-network-layers">Neural Network Layers</a></li>
<li class="toctree-l2"><a class="reference internal" href="gluon.html#recurrent-layers">Recurrent Layers</a></li>
<li class="toctree-l2"><a class="reference internal" href="gluon.html#trainer">Trainer</a></li>
<li class="toctree-l2"><a class="reference internal" href="gluon.html#loss-functions">Loss functions</a></li>
<li class="toctree-l2"><a class="reference internal" href="gluon.html#utilities">Utilities</a></li>
<li class="toctree-l2"><a class="reference internal" href="gluon.html#data">Data</a></li>
<li class="toctree-l2"><a class="reference internal" href="gluon.html#model-zoo">Model Zoo</a></li>
<li class="toctree-l2"><a class="reference internal" href="gluon.html#api-reference">API Reference</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="rnn.html">RNN Cell API</a><ul>
<li class="toctree-l2"><a class="reference internal" href="rnn.html#overview">Overview</a></li>
<li class="toctree-l2"><a class="reference internal" href="rnn.html#the-rnn-module">The <code class="docutils literal"><span class="pre">rnn</span></code> module</a></li>
<li class="toctree-l2"><a class="reference internal" href="rnn.html#api-reference">API Reference</a></li>
</ul>
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