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<h1>Deployments</h1>
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<h1>Deployments<a class="headerlink" href="#deployments" title="Permalink to this heading">#</a></h1>
<p>When deploying to production, it is usually desirable to include as few dependencies as possible. For this scenario we offer the <code class="docutils literal notranslate"><span class="pre">interpret-core</span></code> package, which includes only the dependencies required for EBM fitting, predicting, editing, serialization, and generating explanations.</p>
<p>The <code class="docutils literal notranslate"><span class="pre">interpret</span></code> package includes all the dependencies of <code class="docutils literal notranslate"><span class="pre">interpret-core</span></code>, plus additional dependencies required for visualizing EBMs, generating other glassbox models, and blackbox explanations.</p>
<p>For further customization, we support extra tags on pip installs to fine tune the dependencies.</p>
<h2>Install with every dependency (default)</h2>
<p>The package <code class="docutils literal notranslate"><span class="pre">interpret</span></code> installs every dependency needed to run any part of the package.</p>
<div class="sd-tab-set docutils">
<input checked="checked" id="sd-tab-item-0" name="sd-tab-set-0" type="radio">
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<p>pip install interpret</p>
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<p>conda install -c conda-forge interpret</p>
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<p>git clone <a class="github reference external" href="https://github.com/interpretml/interpret.git">interpretml/interpret.git</a> && cd interpret/scripts && make install</p>
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<h2>Install with minimal dependencies</h2>
<p>When you only want the required dependencies, or you wish to customize the dependencies, install the package <code class="docutils literal notranslate"><span class="pre">interpret-core</span></code> instead.</p>
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<p>pip install interpret-core</p>
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<p>conda install -c conda-forge interpret-core</p>
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<p>git clone <a class="github reference external" href="https://github.com/interpretml/interpret.git">interpretml/interpret.git</a> && cd interpret/scripts && make install-core</p>
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<h2>Install with some official dependencies (pip)</h2>
<p>This scenario is not covered in all package managers we support. If you are installing with <code class="docutils literal notranslate"><span class="pre">pip</span></code>, you can take advantage of extra tags that are exposed for <code class="docutils literal notranslate"><span class="pre">interpret-core</span></code>.</p>
<p>Installing with all extra tags is equivalent to installing the <code class="docutils literal notranslate"><span class="pre">interpret</span></code> package, and can be done with:</p>
<div class="highlight-sh notranslate"><div class="highlight"><pre><span></span>pip<span class="w"> </span>install<span class="w"> </span>interpret-core<span class="o">[</span>debug,notebook,plotly,lime,sensitivity,shap,linear,skoperules,treeinterpreter,aplr,dash,testing<span class="o">]</span>
</pre></div>
</div>
<ul class="simple">
<li><p><code class="docutils literal notranslate"><span class="pre">interpret</span></code> utilizing <code class="docutils literal notranslate"><span class="pre">interpret-core</span></code> tags found <a class="reference external" href="https://github.com/interpretml/interpret/blob/develop/python/interpret/setup.py">here</a>.</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">interpret-core</span></code> extra tags found <a class="reference external" href="https://github.com/interpretml/interpret/blob/develop/python/interpret-core/setup.py">here</a>.</p></li>
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