Merge pull request #263 from juaml/maint/release-0.3.2

[MAINT]: Release 0.3.2
juaml · May 3, 2024 · b014d30 · b014d30
2 parents 130b4c8 + ff9a6d8
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diff --git a/docs/changes/newsfragments/224.misc b/docs/changes/newsfragments/224.misc
diff --git a/docs/changes/newsfragments/244.misc b/docs/changes/newsfragments/244.misc
diff --git a/docs/changes/newsfragments/249.bugfix b/docs/changes/newsfragments/249.bugfix
diff --git a/docs/changes/newsfragments/251.misc b/docs/changes/newsfragments/251.misc
diff --git a/docs/changes/newsfragments/255.bugfix b/docs/changes/newsfragments/255.bugfix
diff --git a/docs/changes/newsfragments/260.enh b/docs/changes/newsfragments/260.enh
diff --git a/docs/changes/newsfragments/260.misc b/docs/changes/newsfragments/260.misc
diff --git a/docs/changes/newsfragments/262.doc b/docs/changes/newsfragments/262.doc
diff --git a/docs/changes/newsfragments/262.enh b/docs/changes/newsfragments/262.enh
diff --git a/docs/changes/newsfragments/262.feature b/docs/changes/newsfragments/262.feature
diff --git a/docs/whats_new.rst b/docs/whats_new.rst
@@ -8,6 +8,51 @@ What's new
 
 .. towncrier release notes start
 
+Julearn 0.3.2 (2024-05-03)
+--------------------------
+
+Bugfixes
+^^^^^^^^
+
+- Fix a bug in which tuning hyperparemters while using a target transformer
+  will not work as a result of target transformation detection by `Fede
+  Raimondo`_ (:gh:`249`)
+- Update bokeh api calls to remove warnings by `Fede Raimondo`_ (:gh:`255`)
+
+
+Improved Documentation
+^^^^^^^^^^^^^^^^^^^^^^
+
+- Update documentation on Hyperparameter Tuning by `Fede Raimondo`_ (:gh:`262`)
+
+
+Enhancements
+^^^^^^^^^^^^
+
+- Add :class:`~skopt.BayesSearchCV` to the list of available searchers as
+  'bayes' by `Fede Raimondo`_ (:gh:`260`)
+- Refactor how hyperparmeters' distributions are specified by `Fede Raimondo`_
+  (:gh:`262`)
+
+
+Features
+^^^^^^^^
+
+- Add :class:`~optuna_integration.sklearn.OptunaSearchCV` to the list of
+  available searchers as ``optuna`` by `Fede Raimondo`_ (:gh:`262`)
+
+
+Misc
+^^^^
+
+- Add a new GitHub Action to mark stale issues by `Synchon Mandal`_ (:gh:`224`)
+- Add support for ``scikit-learn 1.4.x`` by `Synchon Mandal`_ (:gh:`244`)
+- Remove ``pytest-lazy-fixture`` and enable support for ``pytest >= 8.0.0`` by
+  `Synchon Mandal`_ (:gh:`251`)
+- Add ``all`` as optional dependencies to install all functional dependencies
+  by `Fede Raimondo`_ (:gh:`260`)
+
+
 Julearn 0.3.1 (2024-01-23)
 --------------------------
 
@@ -18,9 +63,9 @@ Bugfixes
   (:gh:`151`)
 - Skip wrapping scorers when target transformers can inverse transform and
   avoid logging filtered warnings by `Fede Raimondo`_ (:gh:`236`)
-- Fix `alternative` parameter not being used in the corrected t-test `Fede
+- Fix ``alternative`` parameter not being used in the corrected t-test `Fede
   Raimondo`_ (:gh:`245`)
-- Fix hyperparameter not being set in `PipelineCreator.add` when an object is
+- Fix hyperparameter not being set in ``PipelineCreator.add`` when an object is
   used as model, by `Fede Raimondo`_ (:gh:`247`)
 
 
@@ -57,24 +102,26 @@ Misc
 - Adopt ``pre-commit`` for adding and managing git pre-commit hooks by `Synchon
   Mandal`_ (:gh:`233`)
 
+
 Julearn 0.3.0 (2023-07-19)
 --------------------------
 
 The general API and behavior of Julearn has been changed to make it easier to
 define and use pipelines. The documentation has been updated to reflect these
-changes. Basic functionality from the previous API is still 
+changes. Basic functionality from the previous API is still
 present. However, it might require setting a few more parameters in the
 :func:`.run_cross_validation` function.
 
+
 Julearn 0.2.5 (2022-07-21)
 --------------------------
 
 API Changes
 ^^^^^^^^^^^
 
 - Make API surrounding registering consistently use overwrite by `Sami Hamdan`_
-- Inner ``cv`` needs to be provided using `search_params`. Deprecating `cv` in
-  `model_params` by `Sami Hamdan`_ (:gh:`146`)
+- Inner ``cv`` needs to be provided using ``search_params``. Deprecating ``cv`` in
+  ``model_params`` by `Sami Hamdan`_ (:gh:`146`)
 - Add ``n_jobs`` and ``verbose`` to ``run_cross_validation`` by `Sami Hamdan`_