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skrub-data · Sep 19, 2024 · 10bd758 · 10bd758
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diff --git a/dev/CHANGES.html b/dev/CHANGES.html
@@ -11,10 +11,10 @@
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://skrub-data.github.io/stable/CHANGES.html" />
 <meta property="og:site_name" content="skrub" />
-<meta property="og:description" content="Ongoing development: Skrub is a very recent package. It is currently undergoing fast development and backward compatibility is not ensured. Major changes: Minor changes: The reports created by Tabl..." />
+<meta property="og:description" content="Ongoing development: Skrub is a very recent package. It is currently undergoing fast development and backward compatibility is not ensured. Major changes: Minor changes: For tree-based models, tabu..." />
 <meta property="og:image" content="https://skrub-data.github.io/stable/_static/skrub.svg" />
 <meta property="og:image:alt" content="skrub" />
-<meta name="description" content="Ongoing development: Skrub is a very recent package. It is currently undergoing fast development and backward compatibility is not ensured. Major changes: Minor changes: The reports created by Tabl..." />
+<meta name="description" content="Ongoing development: Skrub is a very recent package. It is currently undergoing fast development and backward compatibility is not ensured. Major changes: Minor changes: For tree-based models, tabu..." />
 
     <title>Release history &#8212; skrub</title>
 
@@ -569,6 +569,11 @@ <h3>Major changes<a class="headerlink" href="#major-changes" title="Link to this
 <section id="minor-changes">
 <h3>Minor changes<a class="headerlink" href="#minor-changes" title="Link to this heading">#</a></h3>
 <ul class="simple">
+<li><p>For tree-based models, <a class="reference internal" href="reference/generated/skrub.tabular_learner.html#skrub.tabular_learner" title="skrub.tabular_learner"><code class="xref py py-func docutils literal notranslate"><span class="pre">tabular_learner()</span></code></a> now adds
+<cite>handle_unknown=’use_encoded_value’</cite> to the <cite>OrdinalEncoder</cite>, to avoid
+errors with new categories in the test set. This is consistent with the
+setting of <cite>OneHotEncoder</cite> used by default in the
+<a class="reference internal" href="reference/generated/skrub.TableVectorizer.html#skrub.TableVectorizer" title="skrub.TableVectorizer"><code class="xref py py-class docutils literal notranslate"><span class="pre">TableVectorizer</span></code></a>. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/1078">#1078</a> by <a class="reference external" href="https://github.com/gaelvaroquaux">Gaël Varoquaux</a></p></li>
 <li><p>The reports created by <a class="reference internal" href="reference/generated/skrub.TableReport.html#skrub.TableReport" title="skrub.TableReport"><code class="xref py py-class docutils literal notranslate"><span class="pre">TableReport</span></code></a>, when inserted in an html page (or
 displayed in a notebook), now use the same font as the surrounding page.
 <a class="reference external" href="https://github.com/skrub-data/skrub/pull/1038">#1038</a> by <a class="reference external" href="https://github.com/jeromedockes">Jérôme Dockès</a>.</p></li>

diff --git a/dev/_downloads/1edecd3a067d076f9dde43db0a6ad2ac/00_getting_started.zip b/dev/_downloads/1edecd3a067d076f9dde43db0a6ad2ac/00_getting_started.zip
diff --git a/dev/_downloads/28079b3b8fa6a36780f883fc70c5a85b/01_encodings.zip b/dev/_downloads/28079b3b8fa6a36780f883fc70c5a85b/01_encodings.zip
diff --git a/..._downloads/2aac33c602d681c08037160058466181/02_feature_interpretation_with_gapencoder.zip b/..._downloads/2aac33c602d681c08037160058466181/02_feature_interpretation_with_gapencoder.zip
diff --git a/dev/_downloads/54e919ac10b17463c17e70b4cfe05748/09_interpolation_join.zip b/dev/_downloads/54e919ac10b17463c17e70b4cfe05748/09_interpolation_join.zip
diff --git a/dev/_downloads/83483f7235fd079815061ccd8faac253/04_fuzzy_joining.zip b/dev/_downloads/83483f7235fd079815061ccd8faac253/04_fuzzy_joining.zip
diff --git a/dev/_downloads/8c6b74509594a2d43b5985e826e9c7a3/05_deduplication.zip b/dev/_downloads/8c6b74509594a2d43b5985e826e9c7a3/05_deduplication.zip
diff --git a/dev/_downloads/970f51f4bf1a2b1a24e01a2eb2f41575/07_multiple_key_join.zip b/dev/_downloads/970f51f4bf1a2b1a24e01a2eb2f41575/07_multiple_key_join.zip
diff --git a/dev/_downloads/c1773159d0b6d9e88a5c11e9ebcef36f/08_join_aggregation.zip b/dev/_downloads/c1773159d0b6d9e88a5c11e9ebcef36f/08_join_aggregation.zip
diff --git a/dev/_downloads/e6be5a04f3dff3263ebd4b8b19f118e1/03_datetime_encoder.zip b/dev/_downloads/e6be5a04f3dff3263ebd4b8b19f118e1/03_datetime_encoder.zip
diff --git a/dev/_downloads/f870a7c1802f4ed4bc406652d2a26055/06_ken_embeddings.zip b/dev/_downloads/f870a7c1802f4ed4bc406652d2a26055/06_ken_embeddings.zip
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diff --git a/dev/_sources/CHANGES.rst.txt b/dev/_sources/CHANGES.rst.txt
@@ -18,6 +18,13 @@ Major changes
 
 Minor changes
 -------------
+
+* For tree-based models, :func:`tabular_learner` now adds
+  `handle_unknown='use_encoded_value'` to the `OrdinalEncoder`, to avoid
+  errors with new categories in the test set. This is consistent with the
+  setting of `OneHotEncoder` used by default in the
+  :class:`TableVectorizer`. :pr:`1078` by :user:`Gaël Varoquaux <gaelvaroquaux>`
+
 * The reports created by :class:`TableReport`, when inserted in an html page (or
   displayed in a notebook), now use the same font as the surrounding page.
   :pr:`1038` by :user:`Jérôme Dockès <jeromedockes>`.

diff --git a/dev/_sources/auto_examples/00_getting_started.rst.txt b/dev/_sources/auto_examples/00_getting_started.rst.txt