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<section id="delayed">
<h1>delayed<a class="headerlink" href="#delayed" title="Link to this heading">#</a></h1>
<dl class="py function">
<dt class="sig sig-object py" id="sklearn.utils.parallel.delayed">
<span class="sig-prename descclassname"><span class="pre">sklearn.utils.parallel.</span></span><span class="sig-name descname"><span class="pre">delayed</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">function</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/scikit-learn/scikit-learn/blob/3238516c1/sklearn/utils/parallel.py#L81"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sklearn.utils.parallel.delayed" title="Link to this definition">#</a></dt>
<dd><p>Decorator used to capture the arguments of a function.</p>
<p>This alternative to <code class="docutils literal notranslate"><span class="pre">joblib.delayed</span></code> is meant to be used in conjunction
with <code class="docutils literal notranslate"><span class="pre">sklearn.utils.parallel.Parallel</span></code>. The latter captures the scikit-
learn configuration by calling <code class="docutils literal notranslate"><span class="pre">sklearn.get_config()</span></code> in the current
thread, prior to dispatching the first task. The captured configuration is
then propagated and enabled for the duration of the execution of the
delayed function in the joblib workers.</p>
<div class="versionchanged">
<p><span class="versionmodified changed">Changed in version 1.3: </span><code class="docutils literal notranslate"><span class="pre">delayed</span></code> was moved from <code class="docutils literal notranslate"><span class="pre">sklearn.utils.fixes</span></code> to <code class="docutils literal notranslate"><span class="pre">sklearn.utils.parallel</span></code>
in scikit-learn 1.3.</p>
</div>
<dl class="field-list simple">
<dt class="field-odd">Parameters<span class="colon">:</span></dt>
<dd class="field-odd"><dl class="simple">
<dt><strong>function</strong><span class="classifier">callable</span></dt><dd><p>The function to be delayed.</p>
</dd>
</dl>
</dd>
<dt class="field-even">Returns<span class="colon">:</span></dt>
<dd class="field-even"><dl class="simple">
<dt>output: tuple</dt><dd><p>Tuple containing the delayed function, the positional arguments, and the
keyword arguments.</p>
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