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TuringLang · Dec 19, 2024 · f62bc67 · f62bc67
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     <h2 id="toc-title">On this page</h2>
 
   <ul>
-  <li><a href="#release-0.35.0" id="toc-release-0.35.0" class="nav-link active" data-scroll-target="#release-0.35.0">Release 0.35.0</a>
+  <li><a href="#release-0.36.0" id="toc-release-0.36.0" class="nav-link active" data-scroll-target="#release-0.36.0">Release 0.36.0</a>
   <ul class="collapse">
   <li><a href="#breaking-changes" id="toc-breaking-changes" class="nav-link" data-scroll-target="#breaking-changes">Breaking changes</a></li>
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-  <li><a href="#release-0.33.0" id="toc-release-0.33.0" class="nav-link" data-scroll-target="#release-0.33.0">Release 0.33.0</a>
+  <li><a href="#release-0.35.0" id="toc-release-0.35.0" class="nav-link" data-scroll-target="#release-0.35.0">Release 0.35.0</a>
   <ul class="collapse">
   <li><a href="#breaking-changes-1" id="toc-breaking-changes-1" class="nav-link" data-scroll-target="#breaking-changes-1">Breaking changes</a></li>
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+  <li><a href="#release-0.33.0" id="toc-release-0.33.0" class="nav-link" data-scroll-target="#release-0.33.0">Release 0.33.0</a>
+  <ul class="collapse">
+  <li><a href="#breaking-changes-2" id="toc-breaking-changes-2" class="nav-link" data-scroll-target="#breaking-changes-2">Breaking changes</a></li>
+  </ul></li>
   <li><a href="#release-0.30.5" id="toc-release-0.30.5" class="nav-link" data-scroll-target="#release-0.30.5">Release 0.30.5</a></li>
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@@ -512,19 +516,30 @@ <h1 class="title">Changelog</h1>
 </header>
 
 
-<section id="release-0.35.0" class="level1">
-<h1>Release 0.35.0</h1>
+<section id="release-0.36.0" class="level1">
+<h1>Release 0.36.0</h1>
 <section id="breaking-changes" class="level2">
 <h2 class="anchored" data-anchor-id="breaking-changes">Breaking changes</h2>
+<p>0.36.0 introduces a new Gibbs sampler. It’s been included in several previous releases as <code>Turing.Experimental.Gibbs</code>, but now takes over the old Gibbs sampler, which gets removed completely.</p>
+<p>The new Gibbs sampler supports the same user-facing interface as the old one. However, given that the internals of it having been completely rewritten in a very different manner, there may be accidental breakage that we haven’t anticipated. Please report any you find.</p>
+<p><code>GibbsConditional</code> has also been removed. It was never very user-facing, but it was exported, so technically this is breaking.</p>
+<p>The old Gibbs constructor relied on being called with several subsamplers, and each of the constructors of the subsamplers would take as arguments the symbols for the variables that they are to sample, e.g.&nbsp;<code>Gibbs(HMC(:x), MH(:y))</code>. This constructor has been deprecated, and will be removed in the future. The new constructor works by assigning samplers to either symbols or <code>VarNames</code>, e.g.&nbsp;<code>Gibbs(; x=HMC(), y=MH())</code> or <code>Gibbs(@varname(x) =&gt; HMC(), @varname(y) =&gt; MH())</code>. This allows more granular specification of which sampler to use for which variable.</p>
+<p>Likewise, the old constructor for calling one subsampler more often than another, <code>Gibbs((HMC(0.01, 4, :x), 2), (MH(:y), 1))</code> has been deprecated. The new way to do this is to use <code>RepeatSampler</code>, also introduced at this version: <code>Gibbs(@varname(x) =&gt; RepeatSampler(HMC(0.01, 4), 2), @varname(y) =&gt; MH())</code>.</p>
+</section>
+</section>
+<section id="release-0.35.0" class="level1">
+<h1>Release 0.35.0</h1>
+<section id="breaking-changes-1" class="level2">
+<h2 class="anchored" data-anchor-id="breaking-changes-1">Breaking changes</h2>
 <p>Julia 1.10 is now the minimum required version for Turing.</p>
 <p>Tapir.jl has been removed and replaced with its successor, Mooncake.jl. You can use Mooncake.jl by passing <code>adbackend=AutoMooncake(; config=nothing)</code> to the relevant samplers.</p>
 <p>Support for Tracker.jl as an AD backend has been removed.</p>
 </section>
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 <section id="release-0.33.0" class="level1">
 <h1>Release 0.33.0</h1>
-<section id="breaking-changes-1" class="level2">
-<h2 class="anchored" data-anchor-id="breaking-changes-1">Breaking changes</h2>
+<section id="breaking-changes-2" class="level2">
+<h2 class="anchored" data-anchor-id="breaking-changes-2">Breaking changes</h2>
 <p>The following exported functions have been removed:</p>
 <ul>
 <li><code>constrained_space</code></li>

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