[SciPy-Dev] NumPy 1.21.0rc2 released

[Charles R Harris]

Hi All,

On behalf of the NumPy team I am pleased to announce the release of NumPy
1.21.0rc2. The highlights are


   - continued SIMD work covering more functions and platforms,
   - initial work on the new dtype infrastructure and casting,
   - universal2 wheels for Python 3.8 and Python 3.9 on Mac,
   - improved documentation,
   - improved annotations,
   - new ``PCG64DXSM`` bitgenerator for random numbers.


This NumPy release is the result of 571 merged pull requests contributed by
173 people. The Python versions supported for this release are 3.7-3.9,
support for Python 3.10 will be added after Python 3.10 is released. Wheels
can be downloaded from PyPI <https://pypi.org/project/numpy/1.21.0rc2/>; source
archives, release notes, and wheel hashes are available on Github
<https://github.com/numpy/numpy/releases/tag/v1.21.0rc2>. Linux users will
need pip >= 0.19.3 in order to install manylinux2010 and manylinux2014
wheels.

*Contributors*

A total of 171 people contributed to this release.  People with a "+" by
their
names contributed a patch for the first time.

   - @8bitmp3 +
   - @DWesl +
   - @Endolith
   - @Illviljan +
   - @Lbogula +
   - @Lisa +
   - @Patrick +
   - @Scian +
   - @h-vetinari +
   - @h6197627 +
   - @jbCodeHub +
   - @legoffant +
   - @sfolje0 +
   - @tautaus +
   - @yetanothercheer +
   - Abhay Raghuvanshi +
   - Adrian Price-Whelan +
   - Aerik Pawson +
   - Agbonze Osazuwa +
   - Aitik Gupta +
   - Al-Baraa El-Hag
   - Alex Henrie
   - Alexander Hunt +
   - Alizé Papp +
   - Allan Haldane
   - Amarnath1904 +
   - Amrit Krishnan +
   - Andras Deak
   - AngelGris +
   - Anne Archibald
   - Anthony Vo +
   - Antony Lee
   - Atharva-Vidwans +
   - Ayush Verma +
   - Bas van Beek
   - Bharat Raghunathan
   - Bhargav V +
   - Brian Soto
   - Carl Michal +
   - Charles Harris
   - Charles Stern +
   - Chiara Marmo +
   - Chris Barnes +
   - Chris Vavaliaris
   - Christina Hedges +
   - Christoph Gohlke
   - Christopher Dahlin +
   - Christos Efstathiou +
   - Chunlin Fang
   - Constanza Fierro +
   - Daniel Evans +
   - Daniel Montes +
   - Dario Mory +
   - David Carlier +
   - David Stansby
   - Deepyaman Datta +
   - Derek Homeier
   - Dong Keun Oh +
   - Dylan Cutler +
   - Eric Larson
   - Eric Wieser
   - Eva Jau +
   - Evgeni Burovski
   - FX Coudert +
   - Faris A Chugthai +
   - Filip Ter +
   - Filip Trojan +
   - François Le Lay +
   - Ganesh Kathiresan
   - Giannis Zapantis +
   - Giulio Procopio +
   - Greg Lucas +
   - Hollow Man +
   - Holly Corbett +
   - I-Shen Leong +
   - Inessa Pawson
   - Isabela Presedo-Floyd
   - Ismael Jimenez +
   - Isuru Fernando
   - Jakob Jakobson
   - James Gerity +
   - Jamie Macey +
   - Jasmin Classen +
   - Jody Klymak +
   - Joseph Fox-Rabinovitz
   - Jérome Eertmans +
   - Jérôme Kieffer +
   - Kamil Choudhury +
   - Kasia Leszek +
   - Keller Meier +
   - Kevin Sheppard
   - Kulin Seth +
   - Kumud Lakara +
   - Laura Kopf +
   - Laura Martens +
   - Leo Singer +
   - Leonardus Chen +
   - Lima Tango +
   - Lumir Balhar +
   - Maia Kaplan +
   - Mainak Debnath +
   - Marco Aurélio da Costa +
   - Marta Lemanczyk +
   - Marten van Kerkwijk
   - Mary Conley +
   - Marysia Winkels +
   - Mateusz Sokół +
   - Matt Haberland
   - Matt Hall +
   - Matt Ord +
   - Matthew Badin +
   - Matthias Bussonnier
   - Matthias Geier
   - Matti Picus
   - Matías Ríos +
   - Maxim Belkin +
   - Melissa Weber Mendonça
   - Meltem Eren Copur +
   - Michael Dubravski +
   - Michael Lamparski
   - Michal W. Tarnowski +
   - Michał Górny +
   - Mike Boyle +
   - Mike Toews
   - Misal Raj +
   - Mitchell Faas +
   - Mukulikaa Parhari +
   - Neil Girdhar +
   - Nicholas McKibben +
   - Nico Schlömer
   - Nicolas Hug +
   - Nilo Kruchelski +
   - Nirjas Jakilim +
   - Ohad Ravid +
   - Olivier Grisel
   - Pamphile ROY +
   - Panos Mavrogiorgos +
   - Patrick T. Komiske III +
   - Pearu Peterson
   - Raghuveer Devulapalli
   - Ralf Gommers
   - Raúl Montón Pinillos +
   - Rin Arakaki +
   - Robert Kern
   - Rohit Sanjay
   - Roman Yurchak
   - Ronan Lamy
   - Ross Barnowski
   - Ryan C Cooper
   - Ryan Polley +
   - Ryan Soklaski
   - Sabrina Simao +
   - Sayed Adel
   - Sebastian Berg
   - Shen Zhou +
   - Stefan van der Walt
   - Sylwester Arabas +
   - Takanori Hirano
   - Tania Allard +
   - Thomas J. Fan +
   - Thomas Orgis +
   - Tim Hoffmann
   - Tomoki, Karatsu +
   - Tong Zou +
   - Touqir Sajed +
   - Tyler Reddy
   - Wansoo Kim
   - Warren Weckesser
   - Weh Andreas +
   - Yang Hau
   - Yashasvi Misra +
   - Zolboo Erdenebaatar +
   - Zolisa Bleki

Cheers,

Charles Harris
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