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diff --git a/.doctrees/autoapi/blackjax/adaptation/mclmc_adaptation/index.doctree b/.doctrees/autoapi/blackjax/adaptation/mclmc_adaptation/index.doctree
diff --git a/.doctrees/autoapi/blackjax/mcmc/adjusted_mclmc/index.doctree b/.doctrees/autoapi/blackjax/mcmc/adjusted_mclmc/index.doctree
diff --git a/.doctrees/autoapi/blackjax/mcmc/adjusted_mclmc_dynamic/index.doctree b/.doctrees/autoapi/blackjax/mcmc/adjusted_mclmc_dynamic/index.doctree
diff --git a/.doctrees/autoapi/blackjax/mcmc/index.doctree b/.doctrees/autoapi/blackjax/mcmc/index.doctree
diff --git a/.doctrees/autoapi/blackjax/mcmc/mclmc/index.doctree b/.doctrees/autoapi/blackjax/mcmc/mclmc/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_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_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/adaptation/adjusted_mclmc_adaptation.html b/_modules/blackjax/adaptation/adjusted_mclmc_adaptation.html
diff --git a/_modules/blackjax/adaptation/base.html b/_modules/blackjax/adaptation/base.html
@@ -52,7 +52,7 @@
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@@ -188,6 +188,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../../../autoapi/blackjax/mcmc/adjusted_mclmc/index.html">blackjax.mcmc.adjusted_mclmc</a></li>
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diff --git a/_modules/blackjax/adaptation/chees_adaptation.html b/_modules/blackjax/adaptation/chees_adaptation.html
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@@ -188,6 +188,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../../autoapi/blackjax/diagnostics/index.html">blackjax.diagnostics</a></li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../../../autoapi/blackjax/mcmc/index.html">blackjax.mcmc</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l3"><a class="reference internal" href="../../../autoapi/blackjax/mcmc/adjusted_mclmc/index.html">blackjax.mcmc.adjusted_mclmc</a></li>
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diff --git a/_modules/blackjax/adaptation/mass_matrix.html b/_modules/blackjax/adaptation/mass_matrix.html
@@ -52,7 +52,7 @@
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   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.1.dev1+ga0812be" />
+  <meta name="docsearch:version" content="0.1.dev1+g4d4eae0" />
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@@ -188,6 +188,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../../autoapi/blackjax/diagnostics/index.html">blackjax.diagnostics</a></li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../../../autoapi/blackjax/mcmc/index.html">blackjax.mcmc</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l3"><a class="reference internal" href="../../../autoapi/blackjax/mcmc/adjusted_mclmc/index.html">blackjax.mcmc.adjusted_mclmc</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../../../autoapi/blackjax/mcmc/barker/index.html">blackjax.mcmc.barker</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../../../autoapi/blackjax/mcmc/diffusions/index.html">blackjax.mcmc.diffusions</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../../../autoapi/blackjax/mcmc/dynamic_hmc/index.html">blackjax.mcmc.dynamic_hmc</a></li>