NumPy 1.25.0rc1 released

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Hi All,

The NumPy 1.25.0 release continues the ongoing work to improve the handling
and promotion of dtypes, increase the execution speed, and clarify the
documentation. There has also been work to prepare for the future NumPy
2.0.0
release, resulting in a large number of new and expired deprecation.
Highlights are:

   - Support for MUSL, there are now MUSL wheels.
   - Support the Fujitsu C/C++ compiler.
   - Object arrays are now supported in einsum
   - Support for inplace matrix multiplication (@=3D).

We will release NumPy 1.26 on top of the 1.25 code when Python 12 reaches
the rc stage. That is needed because distutils has been dropped by Python
12 and we will be switching to using meson for future builds. The next
mainline release will be NumPy 2.0.0. We plan that the 2.0 series will
still support downstream projects built against earlier
versions of NumPy.

The Python versions supported in this release are 3.9-3.11. Wheels can be
downloaded from PyPI <https://pypi.org/project/numpy/1.25.0rc1/>; source
archives, release notes, and wheel hashes are available on Github
<https://github.com/numpy/numpy/releases/tag/v1.25.0rc1>.

*Contributors*

A total of 145 people contributed to this release.  People with a "+" by
their names contributed a patch for the first time.

   - @DWesl
   - @partev +
   - @pierreloicq +
   - @pkubaj +
   - @pmvz +
   - @tajbinjohn +
   - A Chethan Reddy +
   - Aaron Meurer
   - Aleksei Nikiforov +
   - Alex Rogozhnikov
   - Alexander Heger
   - Alexander Neumann +
   - Andrew Nelson
   - Arun Kota +
   - Bas van Beek
   - Ben Greiner +
   - Berke Kocao=C4=9Flu +
   - Bob Eldering
   - Brian Soto
   - Brock Mendel
   - Charles Harris
   - Charles Young +
   - Chris Brown
   - Chris Sidebottom +
   - Christian Lorentzen +
   - Christian Veenhuis +
   - Christopher Sidebottom +
   - Chun-Wei Chen +
   - Cl=C3=A9ment Robert
   - C=C3=A9dric Hannotier +
   - Daiki Shintani +
   - Daniel McCloy +
   - Derek Homeier
   - Developer-Ecosystem-Engineering
   - DhavalParmar61 +
   - Dimitri Papadopoulos Orfanos
   - Dmitry Belov +
   - Dominic Davis-Foster +
   - Eddie Darling +
   - Edward E +
   - Eero Vaher
   - Eric Wieser
   - Eugene Kim +
   - Evgeni Burovski
   - Facundo Batista +
   - Francesc Elies +
   - Ganesh Kathiresan
   - Hongyang Peng +
   - Hood Chatham
   - Ikko Ashimine
   - Ikko Eltociear Ashimine +
   - Inessa Pawson
   - Irit Katriel
   - Ivan Gonzalez
   - JP Ungaretti +
   - Jarrod Millman
   - Jean-Fran=C3=A7ois B +
   - Johana De La Rosa +
   - Johnson Sun +
   - Jonathan Kohler +
   - Jory Klaverstijn +
   - Joyce Brum +
   - Jules Kouatchou +
   - Kentaro Kawakami +
   - Khem Raj +
   - Kyle Sunden
   - Larry Bradley
   - Lars Gr=C3=BCter
   - Laurenz Kremeyer +
   - Lee Johnston +
   - Lefteris Loukas +
   - Leona Taric
   - Lillian Zha
   - Lu Yun Chi +
   - Malte Londschien +
   - Manuchehr Aminian +
   - Mariusz Felisiak
   - Mark Harfouche
   - Mark J. Olson +
   - Marko Pacak +
   - Marten van Kerkwijk
   - Matteo Raso
   - Matthew Muresan +
   - Matti Picus
   - Meekail Zain
   - Melissa Weber Mendon=C3=A7a
   - Michael Kiffer +
   - Michael Lamparski
   - Michael Siebert
   - Michail Gaganis +
   - Mike Toews
   - Mike-gag +
   - Miki Watanabe
   - Miki Watanabe (=E6=B8=A1=E9=82=89 =E7=BE=8E=E5=B8=8C)
   - Miles Cranmer
   - Muhammad Ishaque Nizamani +
   - Mukulika Pahari
   - Nathan Goldbaum
   - Nico Schl=C3=B6mer
   - Norwid Behrnd +
   - No=C3=A9 Rubinstein +
   - Oleksandr Pavlyk
   - Oscar Gustafsson
   - Pamphile Roy
   - Panagiotis Zestanakis +
   - Paul Romano +
   - Paulo Almeida +
   - Pedro Lameiras +
   - Peter Hawkins
   - Peyton Murray +
   - Philip Holzmann +
   - Pierre Blanchard +
   - Pieter Eendebak
   - Pradipta Ghosh
   - Pratyay Banerjee +
   - Prithvi Singh +
   - Raghuveer Devulapalli
   - Ralf Gommers
   - Richie Cotton +
   - Robert Kern
   - Rohit Goswami
   - Ross Barnowski
   - Roy Smart +
   - Rustam Uzdenov +
   - Sadi Gulcelik +
   - Sarah Kaiser +
   - Sayed Adel
   - Sebastian Berg
   - Simon Altrogge +
   - Somasree Majumder
   - Stefan Behnel
   - Stefan van der Walt
   - Stefanie Molin
   - StepSecurity Bot +
   - Syam Gadde +
   - Sylvain Ferriol +
   - Talha Mohsin +
   - Taras Tsugrii +
   - Thomas A Caswell
   - Tyler Reddy
   - Warren Weckesser
   - Will Tirone +
   - Yamada Fuyuka +
   - Younes Sandi +
   - Yuki K +

Cheers,

Charles Harris

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<div dir=3D"ltr">Hi All,<br><br>The NumPy 1.25.0 release continues the ongo=
ing work to improve the handling and promotion of dtypes, increase the exec=
ution speed, and clarify the documentation. There has also been work to pre=
pare for the future NumPy 2.0.0<br>release, resulting in a large number of =
new and expired deprecation. Highlights are:<br><ul><li>Support for MUSL, t=
here are now MUSL wheels.</li><li>Support the Fujitsu C/C++ compiler.</li><=
li>Object arrays are now supported in einsum</li><li>Support for inplace ma=
trix multiplication (@=3D).</li></ul>We will release NumPy 1.26 on top of t=
he=C2=A01.25 code when Python 12 reaches the rc stage. That is needed becau=
se distutils has been dropped by Python 12 and we will be switching to usin=
g meson for future builds. The next mainline release will be NumPy 2.0.0. W=
e plan that the 2.0 series will still support downstream projects built aga=
inst earlier<br>versions of NumPy.<br><br>The Python versions supported in =
this release are 3.9-3.11. Wheels can be downloaded from=C2=A0<a href=3D"ht=
tps://pypi.org/project/numpy/1.25.0rc1/" target=3D"_blank">PyPI</a>;=C2=A0s=
ource archives, release notes, and wheel hashes are available on=C2=A0<a hr=
ef=3D"https://github.com/numpy/numpy/releases/tag/v1.25.0rc1" target=3D"_bl=
ank">Github</a>.<div><br><b>Contributors</b><br></div><div><br></div><div>A=
 total of 145 people contributed to this release.=C2=A0 People with a &quot=
;+&quot; by their names contributed a patch for the first time.<br></div><d=
iv><ul><li>@DWesl</li><li>@partev +</li><li>@pierreloicq +</li><li>@pkubaj =
+</li><li>@pmvz +</li><li>@tajbinjohn +</li><li>A Chethan Reddy +</li><li>A=
aron Meurer</li><li>Aleksei Nikiforov +</li><li>Alex Rogozhnikov</li><li>Al=
exander Heger</li><li>Alexander Neumann +</li><li>Andrew Nelson</li><li>Aru=
n Kota +</li><li>Bas van Beek</li><li>Ben Greiner +</li><li>Berke Kocao=C4=
=9Flu +</li><li>Bob Eldering</li><li>Brian Soto</li><li>Brock Mendel</li><l=
i>Charles Harris</li><li>Charles Young +</li><li>Chris Brown</li><li>Chris =
Sidebottom +</li><li>Christian Lorentzen +</li><li>Christian Veenhuis +</li=
><li>Christopher Sidebottom +</li><li>Chun-Wei Chen +</li><li>Cl=C3=A9ment =
Robert</li><li>C=C3=A9dric Hannotier +</li><li>Daiki Shintani +</li><li>Dan=
iel McCloy +</li><li>Derek Homeier</li><li>Developer-Ecosystem-Engineering<=
/li><li>DhavalParmar61 +</li><li>Dimitri Papadopoulos Orfanos</li><li>Dmitr=
y Belov +</li><li>Dominic Davis-Foster +</li><li>Eddie Darling +</li><li>Ed=
ward E +</li><li>Eero Vaher</li><li>Eric Wieser</li><li>Eugene Kim +</li><l=
i>Evgeni Burovski</li><li>Facundo Batista +</li><li>Francesc Elies +</li><l=
i>Ganesh Kathiresan</li><li>Hongyang Peng +</li><li>Hood Chatham</li><li>Ik=
ko Ashimine</li><li>Ikko Eltociear Ashimine +</li><li>Inessa Pawson</li><li=
>Irit Katriel</li><li>Ivan Gonzalez</li><li>JP Ungaretti +</li><li>Jarrod M=
illman</li><li>Jean-Fran=C3=A7ois B +</li><li>Johana De La Rosa +</li><li>J=
ohnson Sun +</li><li>Jonathan Kohler +</li><li>Jory Klaverstijn +</li><li>J=
oyce Brum +</li><li>Jules Kouatchou +</li><li>Kentaro Kawakami +</li><li>Kh=
em Raj +</li><li>Kyle Sunden</li><li>Larry Bradley</li><li>Lars Gr=C3=BCter=
</li><li>Laurenz Kremeyer +</li><li>Lee Johnston +</li><li>Lefteris Loukas =
+</li><li>Leona Taric</li><li>Lillian Zha</li><li>Lu Yun Chi +</li><li>Malt=
e Londschien +</li><li>Manuchehr Aminian +</li><li>Mariusz Felisiak</li><li=
>Mark Harfouche</li><li>Mark J. Olson +</li><li>Marko Pacak +</li><li>Marte=
n van Kerkwijk</li><li>Matteo Raso</li><li>Matthew Muresan +</li><li>Matti =
Picus</li><li>Meekail Zain</li><li>Melissa Weber Mendon=C3=A7a</li><li>Mich=
ael Kiffer +</li><li>Michael Lamparski</li><li>Michael Siebert</li><li>Mich=
ail Gaganis +</li><li>Mike Toews</li><li>Mike-gag +</li><li>Miki Watanabe</=
li><li>Miki Watanabe (=E6=B8=A1=E9=82=89 =E7=BE=8E=E5=B8=8C)</li><li>Miles =
Cranmer</li><li>Muhammad Ishaque Nizamani +</li><li>Mukulika Pahari</li><li=
>Nathan Goldbaum</li><li>Nico Schl=C3=B6mer</li><li>Norwid Behrnd +</li><li=
>No=C3=A9 Rubinstein +</li><li>Oleksandr Pavlyk</li><li>Oscar Gustafsson</l=
i><li>Pamphile Roy</li><li>Panagiotis Zestanakis +</li><li>Paul Romano +</l=
i><li>Paulo Almeida +</li><li>Pedro Lameiras +</li><li>Peter Hawkins</li><l=
i>Peyton Murray +</li><li>Philip Holzmann +</li><li>Pierre Blanchard +</li>=
<li>Pieter Eendebak</li><li>Pradipta Ghosh</li><li>Pratyay Banerjee +</li><=
li>Prithvi Singh +</li><li>Raghuveer Devulapalli</li><li>Ralf Gommers</li><=
li>Richie Cotton +</li><li>Robert Kern</li><li>Rohit Goswami</li><li>Ross B=
arnowski</li><li>Roy Smart +</li><li>Rustam Uzdenov +</li><li>Sadi Gulcelik=
 +</li><li>Sarah Kaiser +</li><li>Sayed Adel</li><li>Sebastian Berg</li><li=
>Simon Altrogge +</li><li>Somasree Majumder</li><li>Stefan Behnel</li><li>S=
tefan van der Walt</li><li>Stefanie Molin</li><li>StepSecurity Bot +</li><l=
i>Syam Gadde +</li><li>Sylvain Ferriol +</li><li>Talha Mohsin +</li><li>Tar=
as Tsugrii +</li><li>Thomas A Caswell</li><li>Tyler Reddy</li><li>Warren We=
ckesser</li><li>Will Tirone +</li><li>Yamada Fuyuka +</li><li>Younes Sandi =
+</li><li>Yuki K +</li></ul><div>Cheers,</div></div><div><br></div><div>Cha=
rles Harris</div></div>

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