NumPy 1.24.0 released

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Hi All,

On behalf of the NumPy team, I'm pleased to announce the release of NumPy
1.24.0. The NumPy 1.24.0 release continues the ongoing work to improve the
handling and promotion of dtypes, increase execution speed, and
clarify the documentation. There are also a large number of new and expired
deprecations due to changes in promotion and cleanups. This might be called
a deprecation release. Highlights are

   - Many new deprecations.
   - Many expired deprecations.
   - New f2py features and fixes.
   - New "dtype" and "casting" keywords for stacking functions.

The Python versions supported in this release are 3.8-3.11 Note that 32 bit
wheels are only provided for Windows, all other wheels are 64 bits on
account of Ubuntu, Fedora, and other Linux distributions dropping 32 bit
support. Wheels can be downloaded from PyPI
<https://pypi.org/project/numpy/1.24.0/>; source archives, release notes,
and wheel hashes are available on Github
<https://github.com/numpy/numpy/releases/tag/v1.24.0>.

*Contributors*

A total of 177 people contributed to this release.  People with a "+" by
their
names contributed a patch for the first time.

   - @DWesl
   - @amagicmuffin +
   - @dg3192 +
   - @h-vetinari
   - @juztamau5 +
   - @swagatip +
   - Aaron Meurer
   - Aayush Agrawal +
   - Adam Knapp +
   - Adarsh Singh +
   - Al-Baraa El-Hag
   - Alban Desmaison +
   - Ales Crocaro +
   - Alex Low +
   - Alexander Grund +
   - Alexander Kanavin +
   - Andras Deak
   - Andrew Nelson
   - Ang=C3=A9llica Araujo +
   - Anselm Hahn +
   - Ari Cooper Davis +
   - Axel Huebl +
   - Bas van Beek
   - Bhavuk Kalra
   - Bram Ton +
   - Brent Tan +
   - Brigitta Sipo=CC=8Bcz
   - Callum O'Riley +
   - Charles Harris
   - Chiara Marmo
   - Christoph Reiter
   - Damien Caliste
   - Dan Schult +
   - Daniel da Silva
   - DanielHabenicht +
   - Dave Goel +
   - David Gilbertson +
   - Developer-Ecosystem-Engineering
   - Digya Acharya +
   - Dimitri Papadopoulos Orfanos
   - Eric-Shang +
   - Evgeni Burovski
   - Ewout ter Hoeven
   - Felix Hirwa Nshuti +
   - Frazer McLean +
   - Ganesh Kathiresan
   - Gavin Zhang +
   - Ga=C3=ABtan de Menten
   - Greg Lucas
   - Greg Sadetsky +
   - Gregory P. Smith [Google LLC] +
   - Hameer Abbasi
   - Hannah Aizenman +
   - Hood Chatham
   - I-Shen Leong
   - Iantra Solari +
   - Ikko Ashimine +
   - Inessa Pawson
   - Jake Bowhay +
   - Jake Close +
   - Jarrod Millman
   - Jason Thai
   - JessePires +
   - Jess=C3=A9 Pires +
   - Jhonatan Cunha +
   - Jingxuan He +
   - Johnathon Cusick +
   - Jon Morris
   - Jordy Williams +
   - Josh Wilson
   - Jo=C3=A3o Fontes Gon=C3=A7alves +
   - Juan Luis Cano Rodr=C3=ADguez
   - Jyn Spring =E7=90=B4=E6=98=A5 +
   - KIU Shueng Chuan
   - Karl Otness +
   - Kevin Sheppard
   - Kinshuk Dua +
   - Leo Fang
   - Leona Taric +
   - Lev Maximov +
   - Lillian Zha +
   - Lo=C3=AFc Est=C3=A8ve
   - M. Eric Irrgang +
   - Mariusz Felisiak
   - Mark Harfouche
   - Martin Zacho +
   - Matheus Santana Patriarca +
   - Matt Williams +
   - Matteo Raso +
   - Matthew Barber
   - Matthew Brett
   - Matthew Sterrett +
   - Matthias Bussonnier
   - Matthias Koeppe +
   - Matti Picus
   - Meekail Zain +
   - Melissa Weber Mendon=C3=A7a
   - Michael Osthege +
   - Michael Siebert +
   - Mike Toews
   - Miki Watanabe +
   - Miles Cranmer +
   - Monika Kubek +
   - Muhammad Jarir Kanji +
   - Mukulika Pahari
   - Namami Shanker
   - Nathan Goldbaum +
   - Nathan Rooy +
   - Navpreet Singh +
   - Noritada Kobayashi +
   - Oleksiy Kononenko +
   - Omar Ali +
   - Pal Barta +
   - Pamphile Roy
   - Patrick Hoefler +
   - Pearu Peterson
   - Pedro Nacht +
   - Petar Mlinari=C4=87 +
   - Peter Hawkins
   - Pey Lian Lim
   - Pieter Eendebak
   - Pradipta Ghosh
   - Pranab Das +
   - Precision Wordcraft LLC +
   - PrecisionWordcraft +
   - Rafael CF Sousa +
   - Rafael Cardoso Fernandes Sousa
   - Rafael Sousa +
   - Raghuveer Devulapalli
   - Ralf Gommers
   - Rin Cat (=E9=88=B4=E7=8C=AB) +
   - Robert Kern
   - Rohit Davas +
   - Rohit Goswami
   - Ross Barnowski
   - Roy Smart +
   - Ruth Comer +
   - Sabiha Tahsin Soha +
   - Sachin Krishnan T V +
   - Sanjana M Moodbagil +
   - Sanya Sinha +
   - Sarah Coffland +
   - Saransh Chopra +
   - Satish Kumar Mishra +
   - Satish Mishra +
   - Sayed Adel
   - Schrijvers Luc +
   - Sebastian Berg
   - Serge Guelton
   - Seva Lotoshnikov +
   - Shashank Gupta +
   - Shoban Chiddarth +
   - Shreya Singh +
   - Shreyas Joshi +
   - Sicheng Zeng +
   - Simran Makandar +
   - Shuangchi He +
   - Srimukh Sripada +
   - Stefan van der Walt
   - Stefanie Molin +
   - Stuart Archibald
   - Tania Allard
   - Thomas A Caswell
   - Thomas Kastl +
   - Thomas Mansencal +
   - Tony Newton / Teng Liu +
   - Toshiki Kataoka
   - Tyler Reddy
   - Vardhaman Kalloli +
   - Warren Weckesser
   - Will Ayd +
   - William Stein +
   - XinRu Lin +
   - Yin Li +
   - Yunika Bajracharya +
   - Zachary Blackwood +
   - =E6=B8=A1=E9=82=89 =E7=BE=8E=E5=B8=8C +

Cheers,

Charles Harris

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<div dir=3D"ltr">Hi All,<br><br>On behalf of the NumPy team, I&#39;m please=
d to announce the release of NumPy 1.24.0. The NumPy 1.24.0 release continu=
es the ongoing work to improve the handling and promotion of dtypes, increa=
se execution speed, and<br>clarify the documentation. There are also a larg=
e number of new and expired deprecations due to changes in promotion and cl=
eanups. This might be called a deprecation release. Highlights are<br><ul><=
li style=3D"margin-left:15px">Many new deprecations.</li><li style=3D"margi=
n-left:15px">Many expired deprecations.</li><li style=3D"margin-left:15px">=
New f2py features and fixes.</li><li style=3D"margin-left:15px">New &quot;d=
type&quot; and &quot;casting&quot; keywords for stacking functions.</li></u=
l><div></div><div>The Python versions supported in this release are 3.8-3.1=
1 Note that 32 bit wheels are only provided for Windows, all other wheels a=
re 64 bits on account of Ubuntu, Fedora, and other Linux distributions drop=
ping 32 bit support. Wheels can be downloaded from=C2=A0<a href=3D"https://=
pypi.org/project/numpy/1.24.0/" target=3D"_blank">PyPI</a>;=C2=A0source arc=
hives, release notes, and wheel hashes are available on=C2=A0<a href=3D"htt=
ps://github.com/numpy/numpy/releases/tag/v1.24.0" target=3D"_blank">Github<=
/a>.<br></div><div><br></div><div><b>Contributors</b><br><br>A total of 177=
 people contributed to this release.=C2=A0 People with a &quot;+&quot; by t=
heir<br>names contributed a patch for the first time.<br><ul><li>@DWesl</li=
><li>@amagicmuffin +</li><li>@dg3192 +</li><li>@h-vetinari</li><li>@juztama=
u5 +</li><li>@swagatip +</li><li>Aaron Meurer</li><li>Aayush Agrawal +</li>=
<li>Adam Knapp +</li><li>Adarsh Singh +</li><li>Al-Baraa El-Hag</li><li>Alb=
an Desmaison +</li><li>Ales Crocaro +</li><li>Alex Low +</li><li>Alexander =
Grund +</li><li>Alexander Kanavin +</li><li>Andras Deak</li><li>Andrew Nels=
on</li><li>Ang=C3=A9llica Araujo +</li><li>Anselm Hahn +</li><li>Ari Cooper=
 Davis +</li><li>Axel Huebl +</li><li>Bas van Beek</li><li>Bhavuk Kalra</li=
><li>Bram Ton +</li><li>Brent Tan +</li><li>Brigitta Sipo=CC=8Bcz</li><li>C=
allum O&#39;Riley +</li><li>Charles Harris</li><li>Chiara Marmo</li><li>Chr=
istoph Reiter</li><li>Damien Caliste</li><li>Dan Schult +</li><li>Daniel da=
 Silva</li><li>DanielHabenicht +</li><li>Dave Goel +</li><li>David Gilberts=
on +</li><li>Developer-Ecosystem-Engineering</li><li>Digya Acharya +</li><l=
i>Dimitri Papadopoulos Orfanos</li><li>Eric-Shang +</li><li>Evgeni Burovski=
</li><li>Ewout ter Hoeven</li><li>Felix Hirwa Nshuti +</li><li>Frazer McLea=
n +</li><li>Ganesh Kathiresan</li><li>Gavin Zhang +</li><li>Ga=C3=ABtan de =
Menten</li><li>Greg Lucas</li><li>Greg Sadetsky +</li><li>Gregory P. Smith =
[Google LLC] +</li><li>Hameer Abbasi</li><li>Hannah Aizenman +</li><li>Hood=
 Chatham</li><li>I-Shen Leong</li><li>Iantra Solari +</li><li>Ikko Ashimine=
 +</li><li>Inessa Pawson</li><li>Jake Bowhay +</li><li>Jake Close +</li><li=
>Jarrod Millman</li><li>Jason Thai</li><li>JessePires +</li><li>Jess=C3=A9 =
Pires +</li><li>Jhonatan Cunha +</li><li>Jingxuan He +</li><li>Johnathon Cu=
sick +</li><li>Jon Morris</li><li>Jordy Williams +</li><li>Josh Wilson</li>=
<li>Jo=C3=A3o Fontes Gon=C3=A7alves +</li><li>Juan Luis Cano Rodr=C3=ADguez=
</li><li>Jyn Spring =E7=90=B4=E6=98=A5 +</li><li>KIU Shueng Chuan</li><li>K=
arl Otness +</li><li>Kevin Sheppard</li><li>Kinshuk Dua +</li><li>Leo Fang<=
/li><li>Leona Taric +</li><li>Lev Maximov +</li><li>Lillian Zha +</li><li>L=
o=C3=AFc Est=C3=A8ve</li><li>M. Eric Irrgang +</li><li>Mariusz Felisiak</li=
><li>Mark Harfouche</li><li>Martin Zacho +</li><li>Matheus Santana Patriarc=
a +</li><li>Matt Williams +</li><li>Matteo Raso +</li><li>Matthew Barber</l=
i><li>Matthew Brett</li><li>Matthew Sterrett +</li><li>Matthias Bussonnier<=
/li><li>Matthias Koeppe +</li><li>Matti Picus</li><li>Meekail Zain +</li><l=
i>Melissa Weber Mendon=C3=A7a</li><li>Michael Osthege +</li><li>Michael Sie=
bert +</li><li>Mike Toews</li><li>Miki Watanabe +</li><li>Miles Cranmer +</=
li><li>Monika Kubek +</li><li>Muhammad Jarir Kanji +</li><li>Mukulika Pahar=
i</li><li>Namami Shanker</li><li>Nathan Goldbaum +</li><li>Nathan Rooy +</l=
i><li>Navpreet Singh +</li><li>Noritada Kobayashi +</li><li>Oleksiy Kononen=
ko +</li><li>Omar Ali +</li><li>Pal Barta +</li><li>Pamphile Roy</li><li>Pa=
trick Hoefler +</li><li>Pearu Peterson</li><li>Pedro Nacht +</li><li>Petar =
Mlinari=C4=87 +</li><li>Peter Hawkins</li><li>Pey Lian Lim</li><li>Pieter E=
endebak</li><li>Pradipta Ghosh</li><li>Pranab Das +</li><li>Precision Wordc=
raft LLC +</li><li>PrecisionWordcraft +</li><li>Rafael CF Sousa +</li><li>R=
afael Cardoso Fernandes Sousa</li><li>Rafael Sousa +</li><li>Raghuveer Devu=
lapalli</li><li>Ralf Gommers</li><li>Rin Cat (=E9=88=B4=E7=8C=AB) +</li><li=
>Robert Kern</li><li>Rohit Davas +</li><li>Rohit Goswami</li><li>Ross Barno=
wski</li><li>Roy Smart +</li><li>Ruth Comer +</li><li>Sabiha Tahsin Soha +<=
/li><li>Sachin Krishnan T V +</li><li>Sanjana M Moodbagil +</li><li>Sanya S=
inha +</li><li>Sarah Coffland +</li><li>Saransh Chopra +</li><li>Satish Kum=
ar Mishra +</li><li>Satish Mishra +</li><li>Sayed Adel</li><li>Schrijvers L=
uc +</li><li>Sebastian Berg</li><li>Serge Guelton</li><li>Seva Lotoshnikov =
+</li><li>Shashank Gupta +</li><li>Shoban Chiddarth +</li><li>Shreya Singh =
+</li><li>Shreyas Joshi +</li><li>Sicheng Zeng +</li><li>Simran Makandar +<=
/li><li>Shuangchi He +</li><li>Srimukh Sripada +</li><li>Stefan van der Wal=
t</li><li>Stefanie Molin +</li><li>Stuart Archibald</li><li>Tania Allard</l=
i><li>Thomas A Caswell</li><li>Thomas Kastl +</li><li>Thomas Mansencal +</l=
i><li>Tony Newton / Teng Liu +</li><li>Toshiki Kataoka</li><li>Tyler Reddy<=
/li><li>Vardhaman Kalloli +</li><li>Warren Weckesser</li><li>Will Ayd +</li=
><li>William Stein +</li><li>XinRu Lin +</li><li>Yin Li +</li><li>Yunika Ba=
jracharya +</li><li>Zachary Blackwood +</li><li>=E6=B8=A1=E9=82=89 =E7=BE=
=8E=E5=B8=8C +</li></ul><div>Cheers,</div></div><div><br></div><div>Charles=
 Harris</div><div><br></div></div>

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