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diff --git a/.doctrees/autoapi/blackjax/index.doctree b/.doctrees/autoapi/blackjax/index.doctree
diff --git a/.doctrees/autoapi/blackjax/mcmc/barker/index.doctree b/.doctrees/autoapi/blackjax/mcmc/barker/index.doctree
diff --git a/.doctrees/autoapi/blackjax/mcmc/index.doctree b/.doctrees/autoapi/blackjax/mcmc/index.doctree
diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
diff --git a/.doctrees/examples/howto_custom_gradients.doctree b/.doctrees/examples/howto_custom_gradients.doctree
diff --git a/.doctrees/examples/howto_metropolis_within_gibbs.doctree b/.doctrees/examples/howto_metropolis_within_gibbs.doctree
diff --git a/.doctrees/examples/howto_other_frameworks.doctree b/.doctrees/examples/howto_other_frameworks.doctree
diff --git a/.doctrees/examples/howto_sample_multiple_chains.doctree b/.doctrees/examples/howto_sample_multiple_chains.doctree
diff --git a/.doctrees/examples/howto_use_aesara.doctree b/.doctrees/examples/howto_use_aesara.doctree
diff --git a/.doctrees/examples/howto_use_numpyro.doctree b/.doctrees/examples/howto_use_numpyro.doctree
diff --git a/.doctrees/examples/howto_use_oryx.doctree b/.doctrees/examples/howto_use_oryx.doctree
diff --git a/.doctrees/examples/howto_use_pymc.doctree b/.doctrees/examples/howto_use_pymc.doctree
diff --git a/.doctrees/examples/howto_use_tfp.doctree b/.doctrees/examples/howto_use_tfp.doctree
diff --git a/.doctrees/examples/quickstart.doctree b/.doctrees/examples/quickstart.doctree
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diff --git a/_modules/blackjax/_version.html b/_modules/blackjax/_version.html
@@ -177,6 +177,7 @@
 </ul>
 </li>
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+<li class="toctree-l3"><a class="reference internal" href="../../autoapi/blackjax/mcmc/barker/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">blackjax.mcmc.barker</span></code></a></li>
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@@ -353,8 +354,8 @@ <h1>Source code for blackjax._version</h1><div class="highlight"><pre>
 <span class="n">__version_tuple__</span><span class="p">:</span> <span class="n">VERSION_TUPLE</span>
 <div class="viewcode-block" id="version_tuple"><a class="viewcode-back" href="../../autoapi/blackjax/_version/index.html#blackjax._version.version_tuple">[docs]</a><span class="n">version_tuple</span><span class="p">:</span> <span class="n">VERSION_TUPLE</span></div>
 
-<span class="n">__version__</span> <span class="o">=</span> <span class="n">version</span> <span class="o">=</span> <span class="s1">&#39;0.1.dev1+g9713452&#39;</span>
-<span class="n">__version_tuple__</span> <span class="o">=</span> <span class="n">version_tuple</span> <span class="o">=</span> <span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="s1">&#39;dev1&#39;</span><span class="p">,</span> <span class="s1">&#39;g9713452&#39;</span><span class="p">)</span>
+<span class="n">__version__</span> <span class="o">=</span> <span class="n">version</span> <span class="o">=</span> <span class="s1">&#39;0.1.dev1+gece6861&#39;</span>
+<span class="n">__version_tuple__</span> <span class="o">=</span> <span class="n">version_tuple</span> <span class="o">=</span> <span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="s1">&#39;dev1&#39;</span><span class="p">,</span> <span class="s1">&#39;gece6861&#39;</span><span class="p">)</span>
 </pre></div>
 
                 </article>

diff --git a/_modules/blackjax/adaptation/base.html b/_modules/blackjax/adaptation/base.html
@@ -177,6 +177,7 @@
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diff --git a/_modules/blackjax/adaptation/chees_adaptation.html b/_modules/blackjax/adaptation/chees_adaptation.html
@@ -177,6 +177,7 @@
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+<li class="toctree-l3"><a class="reference internal" href="../../../autoapi/blackjax/mcmc/barker/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">blackjax.mcmc.barker</span></code></a></li>
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diff --git a/_modules/blackjax/adaptation/mass_matrix.html b/_modules/blackjax/adaptation/mass_matrix.html
@@ -177,6 +177,7 @@
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+<li class="toctree-l3"><a class="reference internal" href="../../../autoapi/blackjax/mcmc/barker/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">blackjax.mcmc.barker</span></code></a></li>
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diff --git a/_modules/blackjax/adaptation/meads_adaptation.html b/_modules/blackjax/adaptation/meads_adaptation.html
@@ -177,6 +177,7 @@
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+<li class="toctree-l3"><a class="reference internal" href="../../../autoapi/blackjax/mcmc/barker/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">blackjax.mcmc.barker</span></code></a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../../../autoapi/blackjax/mcmc/ghmc/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">blackjax.mcmc.ghmc</span></code></a></li>

diff --git a/_modules/blackjax/adaptation/pathfinder_adaptation.html b/_modules/blackjax/adaptation/pathfinder_adaptation.html
@@ -177,6 +177,7 @@
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+<li class="toctree-l3"><a class="reference internal" href="../../../autoapi/blackjax/mcmc/barker/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">blackjax.mcmc.barker</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../../../autoapi/blackjax/mcmc/diffusions/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">blackjax.mcmc.diffusions</span></code></a></li>
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diff --git a/_modules/blackjax/adaptation/step_size.html b/_modules/blackjax/adaptation/step_size.html
@@ -177,6 +177,7 @@
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+<li class="toctree-l3"><a class="reference internal" href="../../../autoapi/blackjax/mcmc/barker/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">blackjax.mcmc.barker</span></code></a></li>
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diff --git a/_modules/blackjax/adaptation/window_adaptation.html b/_modules/blackjax/adaptation/window_adaptation.html
@@ -177,6 +177,7 @@
 </ul>
 </li>
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+<li class="toctree-l3"><a class="reference internal" href="../../../autoapi/blackjax/mcmc/barker/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">blackjax.mcmc.barker</span></code></a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../../../autoapi/blackjax/mcmc/elliptical_slice/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">blackjax.mcmc.elliptical_slice</span></code></a></li>
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diff --git a/_modules/blackjax/base.html b/_modules/blackjax/base.html
@@ -177,6 +177,7 @@
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 <li class="toctree-l2 has-children"><a class="reference internal" href="../../autoapi/blackjax/mcmc/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">blackjax.mcmc</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-3" name="toctree-checkbox-3" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-3"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../autoapi/blackjax/mcmc/barker/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">blackjax.mcmc.barker</span></code></a></li>
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diff --git a/_modules/blackjax/diagnostics.html b/_modules/blackjax/diagnostics.html
@@ -177,6 +177,7 @@
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