Release 2.10.0 (#619)

Release PR for 2.10.0

* changelog
* version bump

Author: fkiraly

README.md

@@ -1,6 +1,6 @@
 <a href="https://skpro.readthedocs.io/en/latest"><img src="https://github.com/sktime/skpro/blob/main/docs/source/images/skpro-banner.png" width="500" align="right" /></a>
 
-:rocket: **Version 2.9.4 out now!** [Read the release notes here.](https://skpro.readthedocs.io/en/latest/changelog.html).
+:rocket: **Version 2.10.0 out now!** [Read the release notes here.](https://skpro.readthedocs.io/en/latest/changelog.html).
 
 `skpro` is a library for supervised probabilistic prediction in python.
 It provides `scikit-learn`-like, `scikit-base` compatible interfaces to:

docs/source/_static/switcher.json

@@ -5,9 +5,14 @@
     "url": "https://skpro.readthedocs.io/en/latest/"
   },
   {
-    "name": "2.9.4 (stable)",
+    "name": "2.10.0 (stable)",
     "version": "stable",
-    "url": "https://skpro.readthedocs.io/en/v2.9./"
+    "url": "https://skpro.readthedocs.io/en/v2.10.0/"
+  },
+  {
+    "name": "2.9.4",
+    "version": "stable",
+    "url": "https://skpro.readthedocs.io/en/v2.9.4/"
   },
   {
     "name": "2.9.3",

docs/source/changelog.rst

@@ -16,6 +16,58 @@ For planned changes and upcoming releases, see roadmap in the
 `issue tracker <https://github.com/sktime/skpro/issues>`_.
 
 
+[2.10.0] - 2025-10-09
+=====================
+
+Python 3.14 compatibility, Python 3.9 end-of-life.
+
+Feature, bugfix, and maintenance release.
+
+Dependency changes
+~~~~~~~~~~~~~~~~~~
+
+* ``skpro`` is now compatible with ``python 3.14``.
+* ``skpro`` no longer supports ``python 3.9``.
+* ``scikit-learn`` bounds have been updated to ``>=0.24.0,<1.8.0``.
+* ``scikit-base`` bounds have been updated to ``>=0.6.1,<0.13.0``.
+
+Enhancements
+~~~~~~~~~~~~
+
+* [ENH] ``TransformedDistribution`` and ``TransformedTargetRegressor`` ``cdf`` support (:pr:`611`) :user:`fkiraly`, :user:`joshdunnlime`
+* [ENH] export all distributions in ``skpro.distributions``, minor fixes to API reference (:pr:`598`) :user:`fkiraly`
+* [ENH] Add Beta Distribution to ``XGBoostLSS`` (:pr:`599`) :user:`joshdunnlime`
+* [ENH] Allow ``n_trials=0`` for fast optimisation-free training of ``XGBoostLSS`` (:pr:`600`) :user:`joshdunnlime`
+* [ENH] extend ``BaggingRegressor`` to survival models (:pr:`319`) :user:`fkiraly`
+* [ENH] distributions approximate ``pdf`` and ``log_pdf`` via ``cdf`` numerical derivative if not implemented (:pr:`610`) :user:`fkiraly`
+* [ENH] ``pandas.Multiindex`` support for distributions (:pr:`580`) :user:`fkiraly`
+
+Maintenance
+~~~~~~~~~~~
+
+* [MNT] python 3.14 compatibility and python 3.9 end-of-life (:pr:`618`) :user:`fkiraly`
+
+Documentation
+~~~~~~~~~~~~~
+
+* [DOC] improve docstring formatting for description of censoring variable ``C`` (:pr:`604`) :user:`fkiraly`
+* [DOC] minor docstring formatting in survival predictor extension template (:pr:`606`) :user:`fkiraly`
+* [DOC] minor documentation improvements (:pr:`609`) :user:`fkiraly`
+
+Fixes
+~~~~~
+
+* [BUG] fix approximate ``cdf`` for distributions without implementation (:pr:`613`) :user:`fkiraly`
+* [BUG] fix ``TransformedDistribution._iloc`` by passing ``inverse_transform`` (:pr:`614`) :user:`joshdunnlime`
+* [BUG] fixes to ``TransformedDistribution`` subsetting (:pr:`616`) :user:`fkiraly`
+
+Contributors
+~~~~~~~~~~~~
+
+:user:`fkiraly`,
+:user:`joshdunnlime`
+
+
 [2.9.4] - 2025-09-18
 ====================
 

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "skpro"
-version = "2.9.4"
+version = "2.10.0"
 description = "A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python"
 authors = [
     {name = "skpro developers", email = "[email protected]"},

skpro/__init__.py

@@ -1,6 +1,6 @@
 """skpro."""
 
-__version__ = "2.9.4"
+__version__ = "2.10.0"
 
 __all__ = ["show_versions"]