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fkiraly committed Oct 8, 2024
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2 changes: 1 addition & 1 deletion README.md
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<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 2.6.0 out now!** [Read the release notes here.](https://skpro.readthedocs.io/en/latest/changelog.html).
:rocket: **Version 2.7.0 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:
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7 changes: 6 additions & 1 deletion docs/source/_static/switcher.json
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Expand Up @@ -5,7 +5,12 @@
"url": "https://skpro.readthedocs.io/en/latest/"
},
{
"name": "2.6.0 (stable)",
"name": "2.7.0 (stable)",
"version": "stable",
"url": "https://skpro.readthedocs.io/en/v2.7.0/"
},
{
"name": "2.6.0",
"version": "stable",
"url": "https://skpro.readthedocs.io/en/v2.6.0/"
},
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27 changes: 27 additions & 0 deletions docs/source/changelog.rst
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Expand Up @@ -16,6 +16,33 @@ For planned changes and upcoming releases, see roadmap in the
`issue tracker <https://github.com/sktime/skpro/issues>`_.


[2.7.0] - 2024-10-08
====================

Maintenance release with ``python 3.13 support``.

Also contains:

* ``update`` interface point for probabilistic regressors,
to enable online learning and Bayesian updates in models
* dependency updates

Dependency changes
~~~~~~~~~~~~~~~~~~

Enhancements
~~~~~~~~~~~~

* [ENH] online update capability for probabilistic regressors (:pr:`462`) :user:`fkiraly`
* [ENH] online refitting strategy after N data points (:pr:`469`) :user:`fkiraly`
* [ENH] ``datatypes`` examples - docstrings, deepcopy (:pr:`466`) :user:`fkiraly`
* [ENH] sync proba predict utils with ``sktime`` (:pr:`465`) :user:`fkiraly`

Maintenance
~~~~~~~~~~~
* [MNT] differential testing - handle non-package changes in `pyproject.toml` by @fkiraly in https://github.com/sktime/skpro/pull/472


[2.6.0] - 2024-09-08
====================

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8 changes: 4 additions & 4 deletions pyproject.toml
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[project]
name = "skpro"
version = "2.6.0"
description = "A unified framework for probability distributions and probabilistic supervised regression"
version = "2.7.0"
description = "A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python"
authors = [
{name = "skpro developers", email = "sktime.[email protected]"},
{name = "skpro developers", email = "info@sktime.net"},
{name = "Franz Király"},
{name = "Frithjof Gressmann"},
{name = "Vitaly Davydov"},
]
maintainers = [
{name = "skpro developers", email = "sktime.[email protected]"},
{name = "skpro developers", email = "info@sktime.net"},
]
readme = "README.md"
keywords = [
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2 changes: 1 addition & 1 deletion skpro/__init__.py
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"""skpro."""

__version__ = "2.6.0"
__version__ = "2.7.0"

__all__ = ["show_versions"]

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2 changes: 1 addition & 1 deletion skpro/base/_base.py
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Expand Up @@ -36,7 +36,7 @@ def __init__(self):
py39_or_higher = SpecifierSet(">=3.9")
sys_version = sys.version.split(" ")[0]

# todo 2.7.0 - check whether python 3.8 eol is reached.
# todo 2.8.0 - check whether python 3.8 eol is reached.
# If yes, remove this msg.
if sys_version not in py39_or_higher:
warn(
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