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avsolatorio committed Oct 18, 2024
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Expand Up @@ -432,7 +432,7 @@ <h2>Installation<a class="headerlink" href="#installation" title="Permalink to t
<h2>Usage<a class="headerlink" href="#usage" title="Permalink to this heading">#</a></h2>
<p>We show examples of using the REaLTabFormer for modeling and generating synthetic data from a trained model.</p>
<blockquote>
<div><p>[!INFO]
<div><p>[!NOTE]
The model implements an optimal stopping criterion based on the synthetic data distribution when training a non-relational tabular model.
The model will stop training when the synthetic data distribution is close to the real data distribution.</p>
<p><strong>Make sure to set the <code class="docutils literal notranslate"><span class="pre">epochs</span></code> parameter to a large number to allow the model to fit the data better.</strong>
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