Pushing the docs to 0.4/ for branch: 0.4.X, commit 151be2317a0cb53297…

…49aa0edde3d3147105a436

0.4/.buildinfo

@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file records the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 9467b788fd32dacc8670b26fccad7a6d
+config: 17e96c066813edaab4b4a0687e164778
 tags: 645f666f9bcd5a90fca523b33c5a78b7

0.4/CONTRIBUTING.html

@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="_static/documentation_options.js?v=414d5694"></script>
+    <script src="_static/documentation_options.js?v=6c02275b"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.dev0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="_static/skrub.svg"/>
@@ -74,7 +74,7 @@
     <link rel="prev" title="About" href="about.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.dev0" />
+  <meta name="docsearch:version" content="0.4.0" />
   </head>
 
 

0.4/RELEASE_PROCESS.html

@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="_static/documentation_options.js?v=414d5694"></script>
+    <script src="_static/documentation_options.js?v=6c02275b"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.dev0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="_static/skrub.svg"/>
@@ -73,7 +73,7 @@
     <link rel="search" title="Search" href="search.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.dev0" />
+  <meta name="docsearch:version" content="0.4.0" />
   </head>
 
 

0.4/_sources/CHANGES.rst.txt

@@ -6,14 +6,30 @@ Release history
 
 .. currentmodule:: skrub
 
-Ongoing development
-===================
+Release 0.4.0
+=============
+
+Highlights
+----------
+* The :class:`TextEncoder` can extract embeddings from a string column with  a deep
+  learning language model (possibly downloaded from the HuggingFace Hub).
 
-Skrub is a very recent package.
-It is currently undergoing fast development and backward compatibility is not ensured.
+* Several improvements to the :class:`TableReport` such as better support for
+  other scripts than the latin alphabet in the bar plot labels, smaller report
+  sizes, clipping the outliers to better see the details of distributions in
+  histograms. See the full changelog for details.
+
+* The :class:`TableVectorizer` can now drop columns that contain a fraction of
+  null values above a user-chosen threshold.
 
 New features
 ------------
+* The :class:`TextEncoder` is now available to encode string columns with
+  diverse entries.
+  It allows the representation of table entries as embeddings computed by a deep
+  learning language model. The weights of this model can be fetched locally
+  or from the HuggingFace Hub.
+  :pr:`1077` by :user:`Vincent Maladiere <Vincent-Maladiere>`.
 
 * The :func:`column_associations` function has been added. It computes a
   pairwise measure of statistical dependence between all columns in a dataframe
@@ -27,13 +43,6 @@ New features
 
 Major changes
 -------------
-* The :class:`TextEncoder` is now available to encode string columns with
-  diverse entries.
-  It allows the representation of table entries as embeddings computed by a deep
-  learning language model. The weights of this model can be fetched locally
-  or from the HuggingFace Hub.
-  :pr:`1077` by :user:`Vincent Maladiere <Vincent-Maladiere>`.
-
 * :class:`AggJoiner`, :class:`AggTarget` and :class:`MultiAggJoiner` now require
   the `operations` argument. They do not split columns by type anymore, but
   apply `operations` on all selected cols. "median" is now supported, "hist" and