update version.json and changelog after 0.4.1 (skrub-data#1198)

CHANGES.rst

@@ -12,33 +12,42 @@ Ongoing development
 Skrub is a very recent package.
 It is currently undergoing fast development and backward compatibility is not ensured.
 
-Release 0.4.1
-=============
-
 New features
 ------------
 
 Changes
 -------
-* A new parameter `verbose` has been added to the :class:`TableReport` to toggle on or off the
+
+Bug fixes
+---------
+
+Maintenance
+-----------
+
+Release 0.4.1
+=============
+
+Changes
+-------
+* A new parameter ``verbose`` has been added to the :class:`TableReport` to toggle on or off the
   printing of progress information when a report is being generated.
   :pr:`1182` by :user:`Priscilla Baah<priscilla-b>`.
 
-* A parameter `verbose` has been added to the :func:`patch_display` to toggle on or off the
+* A parameter ``verbose`` has been added to the :func:`patch_display` to toggle on or off the
   printing of progress information when a table report is being generated.
   :pr:`1188` by :user:`Priscilla Baah<priscilla-b>`.
 
 * :func:`tabular_learner` accepts the alias ``"regression"`` for the option
-   ``"regressor"`` and ``"classification"`` for ``"classifier"``.
-   :pr:`1180` by :user:`Mojdeh Rastgoo <mrastgoo>`.
+  ``"regressor"`` and ``"classification"`` for ``"classifier"``.
+  :pr:`1180` by :user:`Mojdeh Rastgoo <mrastgoo>`.
 
 Bug fixes
 ---------
 * Generating a ``TableReport`` could have an effect on the matplotib
   configuration which could cause plots not to display inline in jupyter
   notebooks any more. This has been fixed in skrub in :pr:`1172` by
   :user:`Jérôme Dockès <jeromedockes>` and the matplotlib issue can be tracked
-  [here](https://github.com/matplotlib/matplotlib/issues/25041).
+  `here <https://github.com/matplotlib/matplotlib/issues/25041>`_.
 
 * The labels on bar plots in the ``TableReport`` for columns of object dtypes
   that have a repr spanning multiple lines could be unreadable. This has been
@@ -49,7 +58,7 @@ Bug fixes
 
 Maintenance
 -----------
-* Make `skrub` compatible with scikit-learn 1.6.
+* Make ``skrub`` compatible with scikit-learn 1.6.
   :pr:`1169` by :user:`Guillaume Lemaitre <glemaitre>`.
 
 Release 0.4.0

doc/version.json

@@ -5,8 +5,8 @@
         "url": "https://skrub-data.org/dev/"
     },
     {
-        "name": "0.4.0 (stable)",
-        "version": "0.4.0",
+        "name": "0.4.1 (stable)",
+        "version": "0.4.1",
         "url": "https://skrub-data.org/stable/",
         "preferred": true
     }