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<!DOCTYPE html>
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<title>3. Mixture adaptation — pypmc 1.1.4 documentation</title>
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<span id="mixture-adaptation"></span><h1><span class="section-number">3. </span>Mixture adaptation<a class="headerlink" href="#module-pypmc.mix_adapt" title="Permalink to this headline">¶</a></h1>
<p>Collect algorithms to adapt a <code class="xref py py-class docutils literal notranslate"><span class="pre">pypmc.density.base.ProbabilityDensity</span></code>
to data.</p>
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<span id="hierarchical-clustering"></span><h2><span class="section-number">3.1. </span>Hierarchical clustering<a class="headerlink" href="#module-pypmc.mix_adapt.hierarchical" title="Permalink to this headline">¶</a></h2>
<p>Hierarchical clustering as described in <a class="reference internal" href="references.html#gr04" id="id1"><span>[GR04]</span></a></p>
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<span id="variational-bayes"></span><h2><span class="section-number">3.2. </span>Variational Bayes<a class="headerlink" href="#module-pypmc.mix_adapt.variational" title="Permalink to this headline">¶</a></h2>
<p>Variational clustering as described in <a class="reference internal" href="references.html#bis06" id="id2"><span>[Bis06]</span></a></p>
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<span id="pmc"></span><h2><span class="section-number">3.3. </span>PMC<a class="headerlink" href="#module-pypmc.mix_adapt.pmc" title="Permalink to this headline">¶</a></h2>
<p>Collect Population Monte Carlo</p>
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<span id="gelman-rubin-r-value"></span><h2><span class="section-number">3.4. </span>Gelman-Rubin R-value<a class="headerlink" href="#module-pypmc.mix_adapt.r_value" title="Permalink to this headline">¶</a></h2>
<p>Functions associated with the Gelman-Rubin R value <a class="reference internal" href="references.html#gr92" id="id3"><span>[GR92]</span></a>.</p>
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<li><a class="reference internal" href="#">3. Mixture adaptation</a><ul>
<li><a class="reference internal" href="#module-pypmc.mix_adapt.hierarchical">3.1. Hierarchical clustering</a></li>
<li><a class="reference internal" href="#module-pypmc.mix_adapt.variational">3.2. Variational Bayes</a></li>
<li><a class="reference internal" href="#module-pypmc.mix_adapt.pmc">3.3. PMC</a></li>
<li><a class="reference internal" href="#module-pypmc.mix_adapt.r_value">3.4. Gelman-Rubin R-value</a></li>
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