diff --git a/docs/changes/newsfragments/224.misc b/docs/changes/newsfragments/224.misc deleted file mode 100644 index 0bebf6456..000000000 --- a/docs/changes/newsfragments/224.misc +++ /dev/null @@ -1 +0,0 @@ -Add a new GitHub Action to mark stale issues by `Synchon Mandal`_ diff --git a/docs/changes/newsfragments/244.misc b/docs/changes/newsfragments/244.misc deleted file mode 100644 index d680489db..000000000 --- a/docs/changes/newsfragments/244.misc +++ /dev/null @@ -1 +0,0 @@ -Add support for ``scikit-learn 1.4.x`` by `Synchon Mandal`_ diff --git a/docs/changes/newsfragments/249.bugfix b/docs/changes/newsfragments/249.bugfix deleted file mode 100644 index 5bb4edc63..000000000 --- a/docs/changes/newsfragments/249.bugfix +++ /dev/null @@ -1 +0,0 @@ -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`_ \ No newline at end of file diff --git a/docs/changes/newsfragments/251.misc b/docs/changes/newsfragments/251.misc deleted file mode 100644 index c611f7f11..000000000 --- a/docs/changes/newsfragments/251.misc +++ /dev/null @@ -1 +0,0 @@ -Remove ``pytest-lazy-fixture`` and enable support for ``pytest >= 8.0.0`` by `Synchon Mandal`_ diff --git a/docs/changes/newsfragments/255.bugfix b/docs/changes/newsfragments/255.bugfix deleted file mode 100644 index a0e857bc5..000000000 --- a/docs/changes/newsfragments/255.bugfix +++ /dev/null @@ -1 +0,0 @@ -Update bokeh api calls to remove warnings by `Fede Raimondo`_ \ No newline at end of file diff --git a/docs/changes/newsfragments/260.enh b/docs/changes/newsfragments/260.enh deleted file mode 100644 index 61395e6b2..000000000 --- a/docs/changes/newsfragments/260.enh +++ /dev/null @@ -1 +0,0 @@ -Add :class:`~skopt.BayesSearchCV` to the list of available searchers as 'bayes' by `Fede Raimondo`_ diff --git a/docs/changes/newsfragments/260.misc b/docs/changes/newsfragments/260.misc deleted file mode 100644 index 2fbb5b4d1..000000000 --- a/docs/changes/newsfragments/260.misc +++ /dev/null @@ -1 +0,0 @@ -Add ``all`` as optional dependencies to install all functional dependencies by `Fede Raimondo`_ \ No newline at end of file diff --git a/docs/changes/newsfragments/262.doc b/docs/changes/newsfragments/262.doc deleted file mode 100644 index 067b3bf0d..000000000 --- a/docs/changes/newsfragments/262.doc +++ /dev/null @@ -1 +0,0 @@ -Update documentation on Hyperparameter Tuning by `Fede Raimondo`_ \ No newline at end of file diff --git a/docs/changes/newsfragments/262.enh b/docs/changes/newsfragments/262.enh deleted file mode 100644 index dc5ac2746..000000000 --- a/docs/changes/newsfragments/262.enh +++ /dev/null @@ -1 +0,0 @@ -Refactor how hyperparmeters' distributions are specified by `Fede Raimondo`_ diff --git a/docs/changes/newsfragments/262.feature b/docs/changes/newsfragments/262.feature deleted file mode 100644 index 16be6fbf6..000000000 --- a/docs/changes/newsfragments/262.feature +++ /dev/null @@ -1 +0,0 @@ -Add :class:`~optuna_integration.sklearn.OptunaSearchCV` to the list of available searchers as ``optuna`` by `Fede Raimondo`_ diff --git a/docs/whats_new.rst b/docs/whats_new.rst index e2e240ad0..6c804d346 100644 --- 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`) @@ -57,15 +102,17 @@ 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) -------------------------- @@ -73,8 +120,8 @@ 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`_