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‎docs/_images/contexttree_example.png

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‎docs/_images/contexttree_posterior.png

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‎docs/_images/metatree_example1.png

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‎docs/_images/metatree_example2.png

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‎docs/_images/metatree_posterior2.png

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‎docs/bayesml.autoregressive.html

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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.html#scipy.stats.rv_continuous" title="(in SciPy v1.9.3)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_continuous</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_discrete.html#scipy.stats.rv_discrete" title="(in SciPy v1.9.3)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_discrete</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.html#scipy.stats.rv_continuous" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_continuous</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_discrete.html#scipy.stats.rv_discrete" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_discrete</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.html#scipy.stats.rv_continuous" title="(in SciPy v1.9.3)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_continuous</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_discrete.html#scipy.stats.rv_discrete" title="(in SciPy v1.9.3)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_discrete</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.html#scipy.stats.rv_continuous" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_continuous</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_discrete.html#scipy.stats.rv_discrete" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_discrete</span></code></a></dt><dd></dd>
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‎docs/bayesml.bernoulli.html

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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.html#scipy.stats.rv_continuous" title="(in SciPy v1.9.3)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_continuous</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_discrete.html#scipy.stats.rv_discrete" title="(in SciPy v1.9.3)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_discrete</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.html#scipy.stats.rv_continuous" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_continuous</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_discrete.html#scipy.stats.rv_discrete" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_discrete</span></code></a></dt><dd></dd>
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‎docs/bayesml.categorical.html

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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.html#scipy.stats.rv_continuous" title="(in SciPy v1.9.3)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_continuous</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_discrete.html#scipy.stats.rv_discrete" title="(in SciPy v1.9.3)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_discrete</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.html#scipy.stats.rv_continuous" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_continuous</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_discrete.html#scipy.stats.rv_discrete" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_discrete</span></code></a></dt><dd></dd>
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‎docs/bayesml.contexttree.html

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<tr class="row-odd"><td><p><a class="reference internal" href="#bayesml.contexttree.LearnModel.update_posterior" title="bayesml.contexttree.LearnModel.update_posterior"><code class="xref py py-obj docutils literal notranslate"><span class="pre">update_posterior</span></code></a>(x)</p></td>
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<td><p>Update the hyperparameters using traning data.</p></td>
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<tr class="row-even"><td><p><a class="reference internal" href="#bayesml.contexttree.LearnModel.visualize_posterior" title="bayesml.contexttree.LearnModel.visualize_posterior"><code class="xref py py-obj docutils literal notranslate"><span class="pre">visualize_posterior</span></code></a>([filename, format])</p></td>
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<tr class="row-even"><td><p><a class="reference internal" href="#bayesml.contexttree.LearnModel.visualize_posterior" title="bayesml.contexttree.LearnModel.visualize_posterior"><code class="xref py py-obj docutils literal notranslate"><span class="pre">visualize_posterior</span></code></a>([filename, format, h_params])</p></td>
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<td><p>Visualize the posterior distribution for the parameter.</p></td>
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<dt><strong>loss</strong><span class="classifier">str, optional</span></dt><dd><p>Loss function underlying the Bayes risk function, by default <code class="docutils literal notranslate"><span class="pre">&quot;0-1&quot;</span></code>.
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<dt><strong>visualize</strong><span class="classifier">bool, optional</span></dt><dd><p>If <code class="docutils literal notranslate"><span class="pre">True</span></code>, the estimated metatree will be visualized, by default <code class="docutils literal notranslate"><span class="pre">True</span></code>.
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<dt><strong>visualize</strong><span class="classifier">bool, optional</span></dt><dd><p>If <code class="docutils literal notranslate"><span class="pre">True</span></code>, the estimated context tree model will be visualized, by default <code class="docutils literal notranslate"><span class="pre">True</span></code>.
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<dt class="field-even">Returns</dt>
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<dt><strong>map_root</strong><span class="classifier">metatree._Node</span></dt><dd><p>The root node of the estimated meta-tree
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<dt><strong>map_root</strong><span class="classifier">contexttree._Node</span></dt><dd><p>The root node of the estimated context tree model
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<span class="sig-name descname"><span class="pre">visualize_posterior</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">format</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">h_params</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#bayesml.contexttree.LearnModel.visualize_posterior" title="Permalink to this definition"></a></dt>
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<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">bayesml</span> <span class="kn">import</span> <span class="n">contexttree</span>
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‎docs/bayesml.exponential.html

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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_discrete.html#scipy.stats.rv_discrete" title="(in SciPy v1.9.3)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_discrete</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.html#scipy.stats.rv_continuous" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_continuous</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_discrete.html#scipy.stats.rv_discrete" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_discrete</span></code></a></dt><dd></dd>
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‎docs/bayesml.gaussianmixture.html

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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.html#scipy.stats.rv_continuous" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_continuous</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_discrete.html#scipy.stats.rv_discrete" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_discrete</span></code></a></dt><dd></dd>
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‎docs/bayesml.hiddenmarkovnormal.html

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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_discrete.html#scipy.stats.rv_discrete" title="(in SciPy v1.9.3)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_discrete</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_continuous.html#scipy.stats.rv_continuous" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_continuous</span></code></a></dt><dd></dd>
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<dt><a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.rv_discrete.html#scipy.stats.rv_discrete" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.stats.rv_discrete</span></code></a></dt><dd></dd>
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