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DOC Add changelog for free-threaded support #30360

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19 changes: 19 additions & 0 deletions doc/whats_new/upcoming_changes/custom-top-level/30360.other.rst
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Free-threaded CPython 3.13 support
----------------------------------

scikit-learn has preliminary support for free-threaded CPython, in particular
free-threaded wheels are available for all of our supported platforms.

Free-threaded (also known as nogil) CPython 3.13 is an experimental version of
CPython 3.13 who aims at enabling efficient multi-threaded use cases by
removing the Global Interpreter Lock (GIL).

For more details about free-threaded CPython see `py-free-threading doc <https://py-free-threading.github.io>`_,
in particular `how to install a free-threaded CPython <https://py-free-threading.github.io/installing_cpython/>`_
and `Ecosystem compatibility tracking <https://py-free-threading.github.io/tracking/>`_.

Feel free to try free-threaded on your use case and report any issues!

By :user:`Loïc Estève <lesteve>` and many other people in the wider Scientific
Python and CPython ecosystem, for example :user:`Nathan Goldbaum <ngoldbaum>`,
:user:`Ralf Gommers <rgommers>`, :user:`Edgar Andrés Margffoy Tuay <andfoy>`.
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