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-{"documenter":{"julia_version":"1.10.4","generation_timestamp":"2024-07-30T09:58:17","documenter_version":"1.5.0"}}
+{"documenter":{"julia_version":"1.10.5","generation_timestamp":"2024-09-23T13:59:18","documenter_version":"1.7.0"}}

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@@ -109,4 +109,4 @@
 # Sample from the posterior.
 chain = sample(model, spl, 100000; initial_params=ones(2), chain_type=StructArray, param_names=[&quot;μ&quot;, &quot;σ&quot;])</code></pre><h3 id="Usage-with-[LogDensityProblems.jl](https://github.com/tpapp/LogDensityProblems.jl)-2"><a class="docs-heading-anchor" href="#Usage-with-[LogDensityProblems.jl](https://github.com/tpapp/LogDensityProblems.jl)-2">Usage with <a href="https://github.com/tpapp/LogDensityProblems.jl"><code>LogDensityProblems.jl</code></a></a><a class="docs-heading-anchor-permalink" href="#Usage-with-[LogDensityProblems.jl](https://github.com/tpapp/LogDensityProblems.jl)-2" title="Permalink"></a></h3><p>As above, we can define the model with the LogDensityProblems.jl interface. We can implement the gradient of the log density function manually, or use <a href="https://github.com/tpapp/LogDensityProblemsAD.jl"><code>LogDensityProblemsAD.jl</code></a> to provide us with the gradient computation used in MALA. Using our implementation of the <code>LogDensityProblems.jl</code> interface above:</p><pre><code class="language-julia hljs">using LogDensityProblemsAD
 model_with_ad = LogDensityProblemsAD.ADgradient(Val(:ForwardDiff), LogTargetDensity())
-sample(model_with_ad, spl, 100000; initial_params=ones(2), chain_type=StructArray, param_names=[&quot;μ&quot;, &quot;σ&quot;])</code></pre></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="api/">AdvancedMH.jl »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.5.0 on <span class="colophon-date" title="Tuesday 30 July 2024 09:58">Tuesday 30 July 2024</span>. Using Julia version 1.10.4.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+sample(model_with_ad, spl, 100000; initial_params=ones(2), chain_type=StructArray, param_names=[&quot;μ&quot;, &quot;σ&quot;])</code></pre></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="api/">AdvancedMH.jl »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.7.0 on <span class="colophon-date" title="Monday 23 September 2024 13:59">Monday 23 September 2024</span>. Using Julia version 1.10.5.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>