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            m ~ Normal()
            x ~ Normal(m, 0.5)

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Only used for the Optim.jl interface.</p></div><a class="docs-sourcelink" target="_blank" href="https://github.com/TuringLang/Turing.jl/blob/d60ebbc3b2725b0889793a55bde5681285911b73/src/optimisation/Optimisation.jl#L39-L43">source</a></section></article><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="Turing.Optimisation.MLE" href="#Turing.Optimisation.MLE"><code>Turing.Optimisation.MLE</code></a> — <span class="docstring-category">Type</span><span class="is-flex-grow-1 docstring-article-toggle-button" title="Collapse docstring"></span></header><section><div><pre><code class="language-julia hljs">MLE &lt;: ModeEstimator</code></pre><p>Concrete type for maximum likelihood estimation. Only used for the Optim.jl interface.</p></div><a class="docs-sourcelink" target="_blank" href="https://github.com/TuringLang/Turing.jl/blob/d60ebbc3b2725b0889793a55bde5681285911b73/src/optimisation/Optimisation.jl#L32-L36">source</a></section></article><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="Turing.Optimisation.ModeEstimationConstraints" href="#Turing.Optimisation.ModeEstimationConstraints"><code>Turing.Optimisation.ModeEstimationConstraints</code></a> — <span class="docstring-category">Type</span><span class="is-flex-grow-1 docstring-article-toggle-button" title="Collapse docstring"></span></header><section><div><pre><code class="language-julia hljs">ModeEstimationConstraints</code></pre><p>A struct that holds constraints for mode estimation problems.</p><p>The fields are the same as possible constraints supported by the Optimization.jl: <code>ub</code> and <code>lb</code> specify lower and upper bounds of box constraints. <code>cons</code> is a function that takes the parameters of the model and returns a list of derived quantities, which are then constrained by the lower and upper bounds set by <code>lcons</code> and <code>ucons</code>. We refer to these as generic constraints. Please see the documentation of <a href="https://docs.sciml.ai/Optimization/stable/">Optimization.jl</a> for more details.</p><p>Any of the fields can be <code>nothing</code>, disabling the corresponding constraints.</p></div><a class="docs-sourcelink" target="_blank" href="https://github.com/TuringLang/Turing.jl/blob/d60ebbc3b2725b0889793a55bde5681285911b73/src/optimisation/Optimisation.jl#L341-L354">source</a></section></article><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="Turing.Optimisation.ModeEstimator" href="#Turing.Optimisation.ModeEstimator"><code>Turing.Optimisation.ModeEstimator</code></a> — <span class="docstring-category">Type</span><span class="is-flex-grow-1 docstring-article-toggle-button" title="Collapse docstring"></span></header><section><div><pre><code class="language-julia hljs">ModeEstimator</code></pre><p>An abstract type to mark whether mode estimation is to be done with maximum a posteriori (MAP) or maximum likelihood estimation (MLE). This is only needed for the Optim.jl interface.</p></div><a class="docs-sourcelink" target="_blank" href="https://github.com/TuringLang/Turing.jl/blob/d60ebbc3b2725b0889793a55bde5681285911b73/src/optimisation/Optimisation.jl#L24-L29">source</a></section></article><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="Turing.Optimisation.ModeResult" href="#Turing.Optimisation.ModeResult"><code>Turing.Optimisation.ModeResult</code></a> — <span class="docstring-category">Type</span><span class="is-flex-grow-1 docstring-article-toggle-button" title="Collapse docstring"></span></header><section><div><pre><code class="language-julia hljs">ModeResult{
     V&lt;:NamedArrays.NamedArray,
     M&lt;:NamedArrays.NamedArray,

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 @model function my_model() end

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