Hi All,

On behalf of the NumPy team, I'm pleased to announce the release of
NumPy 2.2.1. NumPy 2.2.1 is a patch release following 2.2.0. It fixes bugs
found after the 2.2.0 release and has several maintenance pins to work
around upstream changes.

There was some breakage in downstream projects following the 2.2.0 release
due to updates to NumPy typing. Because of problems due to MyPy defects, we
recommend using basedpyright for type checking, it can be installed from
PyPI. The Pylance extension for Visual Studio Code is also based on
Pyright. Typing problems that persist when using basedpyright should be
reported as issues on the NumPy github site.

This release supports Python 3.10-3.13. Wheels can be downloaded from PyPI
<https://pypi.org/project/numpy/2.2.1>; source archives, release notes, and
wheel hashes are available on Github
<https://github.com/numpy/numpy/releases/tag/v2.2.1>.


*Contributors*

A total of 9 people contributed to this release.  People with a "+" by their
names contributed a patch for the first time.

   - Charles Harris
   - Joren Hammudoglu
   - Matti Picus
   - Nathan Goldbaum
   - Peter Hawkins
   - Simon Altrogge
   - Thomas A Caswell
   - Warren Weckesser
   - Yang Wang +



*Pull requests merged*
A total of 12 pull requests were merged for this release.

   - #27935: MAINT: Prepare 2.2.x for further development
   - #27950: TEST: cleanups
   - #27958: BUG: fix use-after-free error in npy_hashtable.cpp (#27955)
   - #27959: BLD: add missing include
   - #27982: BUG:fix compile error libatomic link test to meson.build
   - #27990: TYP: Fix falsely rejected value types in
   ``ndarray.__setitem__``
   - #27991: MAINT: Don't wrap ``#include <Python.h>`` with ``extern "C"``
   - #27993: BUG: Fix segfault in stringdtype lexsort
   - #28006: MAINT: random: Tweak module code in mtrand.pyx to fix a
   Cython...
   - #28007: BUG: Cython API was missing NPY_UINTP.
   - #28021: CI: pin scipy-doctest to 1.5.1
   - #28044: TYP: allow ``None`` in operand sequence of nditer


Cheers,

Charles Harris
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