diff options
| -rw-r--r-- | .mailmap | 51 | ||||
| -rw-r--r-- | doc/changelog/1.21.0-changelog.rst | 769 | ||||
| -rw-r--r-- | doc/source/release/1.21.0-notes.rst | 216 |
3 files changed, 929 insertions, 107 deletions
@@ -8,6 +8,27 @@ # This file is up-to-date if the command git log --format="%aN <%aE>" | sort -u # gives no duplicates. +@8bitmp3 <19637339+8bitmp3@users.noreply.github.com> +@DWesl <22566757+DWesl@users.noreply.github.com> +@Endolith <endolith@gmail.com> +@Illviljan <14371165+Illviljan@users.noreply.github.com> +@LSchroefl <65246829+LSchroefl@users.noreply.github.com> +@Lbogula <bogulala7@gmail.com> +@Lisa <34400837+lyzlisa@users.noreply.github.com> +@Patrick <39380924+xamm@users.noreply.github.com> +@Scian <65375075+hoony6134@users.noreply.github.com> +@h-vetinari <h.vetinari@gmx.com> +@h6197627 <44726212+h6197627@users.noreply.github.com> +@jbCodeHub <besselingcodehub@gmail.com> +@legoffant <58195095+legoffant@users.noreply.github.com> +@luzpaz <kunda@scribus.net> +@luzpaz <kunda@scribus.net> <luzpaz@users.noreply.github.com> +@sfolje0 <sfolje0@github> +@spacescientist <aspacescientist@protonmail.com> <spacescientist@pm.me> +@tautaus <sunt9751@gmail.com> +@xoviat <49173759+xoviat@users.noreply.github.com> +@xoviat <49173759+xoviat@users.noreply.github.com> <xoviat@users.noreply.github.com> +@yetanothercheer <yetanothercheer@protonmail.com> Aaron Baecker <abaecker@localhost> Aarthi Agurusa <agurusa@gmail.com> Alan Fontenot <logeaux@yahoo.com> @@ -65,6 +86,7 @@ Ashutosh Singh <ashutoshsinghrkt@gmail.com> <55102089+Ashutosh619-sudo@users.nor Auke Wiggers <wiggers.auke@gmail.com> Badhri Narayanan Krishnakumar <badhrinarayanan.k@gmail.com> Bangcheng Yang <bangchengyang@hotmail.com> +Bhargav V <12525622+brpy@users.noreply.github.com> Bas van Beek <b.f.van.beek@vu.nl> <43369155+BvB93@users.noreply.github.com> Behzad Nouri <behzadnouri@gmail.com> Ben Nathanson <github@bigriver.xyz> @@ -133,7 +155,6 @@ Dylan Cutler <dylancutler@google.com> Ed Schofield <edschofield@localhost> Egor Zindy <ezindy@gmail.com> Elliott M. Forney <elliott.forney@gmail.com> -Endolith <endolith@gmail.com> Erik M. Bray <erik.m.bray@gmail.com> Erik M. Bray <erik.m.bray@gmail.com> <erik.bray@lri.fr> Erik M. Bray <erik.m.bray@gmail.com> <embray@stsci.edu> @@ -150,6 +171,7 @@ François Le Lay <mfworx@gmail.com> <fly@spotify.com> Frank Breitling <frank.breitling@gmx.de> Friedrich Dunne <dunneff@tcd.ie> dunneff <dunneff@tcd.ie> Frederic Bastien <nouiz@nouiz.org> Frederic <nouiz@nouiz.org> +FX Coudert <fxcoudert@gmail.com> Gael Varoquaux <gael.varoquaux@normalesup.org> Gerrit Holl <gerrit.holl@gmail.com> <gerrit.holl@utoronto.ca> Gerrit Holl <gerrit.holl@gmail.com> <g.holl@reading.ac.uk> @@ -170,6 +192,7 @@ Helder Oliveira <heldercro@gmail.com> Hemil Desai <desai38@purdue.edu> Hiroyuki V. Yamazaki <hiroyuki.vincent.yamazaki@gmail.com> Hugo van Kemenade <hugovk@users.noreply.github.com> +I-Shen Leong <i-shenl@activestate.com> Inessa Pawson <albuscode@gmail.com> Irvin Probst <irvin.probst@ensta-bretagne.fr> Isabela Presedo-Floyd <irpf.design@gmail.com> <ipresedo@calpoly.edu> @@ -217,7 +240,10 @@ Justus Magin <keewis@posteo.de> Justus Magin <keewis@posteo.de> <keewis@users.noreply.github.com> Kai Striega <kaistriega@gmail.com> Kai Striega <kaistriega@gmail.com> <kaistriega+github@gmail.com> +Kasia Leszek <kati.leszek@gmail.com> +Kasia Leszek <kati.leszek@gmail.com> <39829548+katleszek@users.noreply.github.com> Karan Dhir <karan.dhir@berkeley.edu> <kurrandhir@gmail.com> +Keller Meier <max.kellermeier@hotmail.de> Kevin Sheppard <kevin.k.sheppard@gmail.com> <bashtage@users.noreply.github.com> Kevin Sheppard <kevin.k.sheppard@gmail.com> <kevin.sheppard@gmail.com> Kerem Hallaç <hallackerem@gmail.com> @@ -254,7 +280,8 @@ Mary Conley <sleeplessinseattle.dev@gmail.com> Matheus Vieira Portela <matheus.v.portela@gmail.com> Mathieu Lamarre <mlamarre@ea.com> <mathieu@vlam3d.com> Matías Ríos <riosm@dickinson.edu> -Matt Ord <55235095+Matt-Ord@users.noreply.github.com> +Matt Ord <Matthew.ord1@gmail.com> +Matt Ord <Matthew.ord1@gmail.com> <55235095+Matt-Ord@users.noreply.github.com> Matt Hancock <not.matt.hancock@gmail.com> <mhancock743@gmail.com> Martino Sorbaro <martino.sorbaro@ed.ac.uk> Mattheus Ueckermann <empeeu@yahoo.com> @@ -407,23 +434,3 @@ Zieji Pohz <poh.ziji@gmail.com> Zieji Pohz <poh.ziji@gmail.com> <8103276+zjpoh@users.noreply.github.com> Zolboo Erdenebaatar <erdenebz@dickinson.edu> Zolisa Bleki <zolisa.bleki@gmail.com> <44142765+zoj613@users.noreply.github.com> -~DWesl <22566757+DWesl@users.noreply.github.com> -~Endolith <endolith@gmail.com> -~FX Coudert <fxcoudert@gmail.com> -~Illviljan <14371165+Illviljan@users.noreply.github.com> -~LSchroefl <65246829+LSchroefl@users.noreply.github.com> -~Lbogula <bogulala7@gmail.com> -~Patrick <39380924+xamm@users.noreply.github.com> -~Scian <65375075+hoony6134@users.noreply.github.com> -~h-vetinari <h.vetinari@gmx.com> -~h6197627 <44726212+h6197627@users.noreply.github.com> -~jbCodeHub <besselingcodehub@gmail.com> -~legoffant <58195095+legoffant@users.noreply.github.com> -~luzpaz <kunda@scribus.net> -~luzpaz <kunda@scribus.net> <luzpaz@users.noreply.github.com> -~sfolje0 <sfolje0@github> -~spacescientist <aspacescientist@protonmail.com> <spacescientist@pm.me> -~tautaus <sunt9751@gmail.com> -~xoviat <49173759+xoviat@users.noreply.github.com> -~xoviat <49173759+xoviat@users.noreply.github.com> <xoviat@users.noreply.github.com> -~yetanothercheer <yetanothercheer@protonmail.com> diff --git a/doc/changelog/1.21.0-changelog.rst b/doc/changelog/1.21.0-changelog.rst new file mode 100644 index 000000000..947da4da7 --- /dev/null +++ b/doc/changelog/1.21.0-changelog.rst @@ -0,0 +1,769 @@ + +Contributors +============ + +A total of 175 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 + +* Kenichi Maehashi +* 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 +* Peter Hawkins + +* 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 + +Pull requests merged +==================== + +A total of 581 pull requests were merged for this release. + +* `#13578 <https://github.com/numpy/numpy/pull/13578>`__: DEP: Deprecate `data_type.dtype` if attribute is not already... +* `#15269 <https://github.com/numpy/numpy/pull/15269>`__: ENH: Implement faster keyword argument parsing capable of ``METH_FASTCALL`` +* `#15271 <https://github.com/numpy/numpy/pull/15271>`__: ENH: Optimize and cleanup ufunc calls and ufunc CheckOverrides +* `#15392 <https://github.com/numpy/numpy/pull/15392>`__: BUG: Remove temporary change of descr/flags in VOID functions +* `#16164 <https://github.com/numpy/numpy/pull/16164>`__: DOC: Add more information about poly1d -> polynomial to reference... +* `#16241 <https://github.com/numpy/numpy/pull/16241>`__: ENH: Warn when reloading numpy or using numpy in sub-interpreter +* `#16370 <https://github.com/numpy/numpy/pull/16370>`__: DOC: Fix for building with sphinx 3 +* `#16588 <https://github.com/numpy/numpy/pull/16588>`__: DOC: unify the docs for np.transpose and ndarray.transpose +* `#16818 <https://github.com/numpy/numpy/pull/16818>`__: DOC: added examples section for rfft2 and irfft2 docstring +* `#16855 <https://github.com/numpy/numpy/pull/16855>`__: DOC: Fix Typo (Wrong argument name) +* `#16987 <https://github.com/numpy/numpy/pull/16987>`__: ENH: Phase unwrapping generalized to arbitrary interval size +* `#17102 <https://github.com/numpy/numpy/pull/17102>`__: SIMD: Optimize the performance of np.packbits in AVX2/AVX512F/VSX. +* `#17122 <https://github.com/numpy/numpy/pull/17122>`__: MAINT: Use numpy version for f2py version. +* `#17492 <https://github.com/numpy/numpy/pull/17492>`__: DEP: Shift correlate mode parsing to C and deprecate inexact... +* `#17586 <https://github.com/numpy/numpy/pull/17586>`__: DEP: Formally deprecate `np.typeDict` +* `#17587 <https://github.com/numpy/numpy/pull/17587>`__: SIMD: Replace raw SIMD of sin/cos with NPYV(universal intrinsics) +* `#17636 <https://github.com/numpy/numpy/pull/17636>`__: MAINT: Bump pydata-sphinx-theme and set logo link to index +* `#17637 <https://github.com/numpy/numpy/pull/17637>`__: DOC: Add module template +* `#17719 <https://github.com/numpy/numpy/pull/17719>`__: ENH: Make `ndarray` generic w.r.t. its shape and dtype +* `#17727 <https://github.com/numpy/numpy/pull/17727>`__: ENH: Added libdivide for floor divide +* `#17736 <https://github.com/numpy/numpy/pull/17736>`__: BUG, Benchmark: fix passing optimization build options to asv +* `#17737 <https://github.com/numpy/numpy/pull/17737>`__: MAINT, Benchmark: print the supported CPU features during the... +* `#17778 <https://github.com/numpy/numpy/pull/17778>`__: ENH: Add annotations for comparison operations +* `#17782 <https://github.com/numpy/numpy/pull/17782>`__: SIMD: Optimize the performance of einsum's submodule multiply... +* `#17789 <https://github.com/numpy/numpy/pull/17789>`__: ENH, SIMD: Add new NPYV intrinsics pack(0) +* `#17790 <https://github.com/numpy/numpy/pull/17790>`__: ENH, SIMD: Add new NPYV intrinsics pack(1) +* `#17791 <https://github.com/numpy/numpy/pull/17791>`__: BLD: Enable Werror=undef in travis +* `#17792 <https://github.com/numpy/numpy/pull/17792>`__: ENH: add support for fujitsu compiler to numpy. +* `#17795 <https://github.com/numpy/numpy/pull/17795>`__: ENH: Add two new `_<X>Like` unions +* `#17817 <https://github.com/numpy/numpy/pull/17817>`__: BUG: Ignore fewer errors during array-coercion +* `#17836 <https://github.com/numpy/numpy/pull/17836>`__: MAINT: Add git rules to ignore all SIMD generated files +* `#17843 <https://github.com/numpy/numpy/pull/17843>`__: ENH: Add a mypy plugin for inferring platform-specific `np.number`... +* `#17847 <https://github.com/numpy/numpy/pull/17847>`__: TST: use latest pypy37 not pypy36 +* `#17852 <https://github.com/numpy/numpy/pull/17852>`__: DOC: Doc for deprecate_with_doc +* `#17853 <https://github.com/numpy/numpy/pull/17853>`__: DOC: Clarify docs of np.resize(). +* `#17861 <https://github.com/numpy/numpy/pull/17861>`__: MAINT: Update master after 1.20.x branch. +* `#17862 <https://github.com/numpy/numpy/pull/17862>`__: Make it clearer that np.interp input must be monotonically increasing +* `#17863 <https://github.com/numpy/numpy/pull/17863>`__: MAINT: Implement new casting loops based on NEP 42 and 43 +* `#17866 <https://github.com/numpy/numpy/pull/17866>`__: DOC: fix typo in glossary.rst +* `#17868 <https://github.com/numpy/numpy/pull/17868>`__: BUG, TST: use python-version not PYTHON_VERSION +* `#17872 <https://github.com/numpy/numpy/pull/17872>`__: DOC: update the release howto for oldest-supported-numpy +* `#17874 <https://github.com/numpy/numpy/pull/17874>`__: MAINT: clean up a spurious warning in numpy/typing/setup.py +* `#17875 <https://github.com/numpy/numpy/pull/17875>`__: DOC: Prepare for 1.20.0 release +* `#17876 <https://github.com/numpy/numpy/pull/17876>`__: DOC: fixed typo in np-indexing.png explaining [-2:] slice in... +* `#17877 <https://github.com/numpy/numpy/pull/17877>`__: BUG: Fix buffer readflag errors and small leaks +* `#17878 <https://github.com/numpy/numpy/pull/17878>`__: BUG: np.arange: Allow `stop` not `start` as sole kwargs. +* `#17881 <https://github.com/numpy/numpy/pull/17881>`__: MAINT: Bump hypothesis from 5.41.3 to 5.41.4 +* `#17883 <https://github.com/numpy/numpy/pull/17883>`__: MAINT: Remove duplicate dictionary entry +* `#17884 <https://github.com/numpy/numpy/pull/17884>`__: BUG: numpy.putmask not respecting writeable flag +* `#17886 <https://github.com/numpy/numpy/pull/17886>`__: ENH: Timestamp development versions. +* `#17887 <https://github.com/numpy/numpy/pull/17887>`__: DOC: Update arraycreation +* `#17888 <https://github.com/numpy/numpy/pull/17888>`__: DOC: Correct sentence/statement composition +* `#17889 <https://github.com/numpy/numpy/pull/17889>`__: DOC: Rename basics to fundamentals + added description +* `#17895 <https://github.com/numpy/numpy/pull/17895>`__: MAINT: Remove remaining uses of Python 3.6. +* `#17896 <https://github.com/numpy/numpy/pull/17896>`__: ENH: Speed up default `where` in the reduce-like method +* `#17897 <https://github.com/numpy/numpy/pull/17897>`__: BUG: merging PR to use -Werror=undef broke another PR +* `#17900 <https://github.com/numpy/numpy/pull/17900>`__: DEP: Finalize unravel_index `dims` alias for `shape` keyword +* `#17906 <https://github.com/numpy/numpy/pull/17906>`__: BUG: Fix a MacOS build failure +* `#17907 <https://github.com/numpy/numpy/pull/17907>`__: BUG: 'bool' object has no attribute 'ndim' +* `#17912 <https://github.com/numpy/numpy/pull/17912>`__: BUG: remove stray '+' from f-string upgrade in numba/extending.py +* `#17914 <https://github.com/numpy/numpy/pull/17914>`__: DOC: Update release notes to mention `type(dtype) is not np.dtype` +* `#17920 <https://github.com/numpy/numpy/pull/17920>`__: NEP: Update NEP 42 and 43 according to the current implementation +* `#17921 <https://github.com/numpy/numpy/pull/17921>`__: BUG: Enforce high >= low on uniform number generators +* `#17929 <https://github.com/numpy/numpy/pull/17929>`__: MAINT: Replace `contextlib_nullcontext` with `contextlib.nullcontext` +* `#17934 <https://github.com/numpy/numpy/pull/17934>`__: DOC: Add information about leak checking and valgrind +* `#17936 <https://github.com/numpy/numpy/pull/17936>`__: TST: Fixed an issue where the typing tests would fail for comparison... +* `#17942 <https://github.com/numpy/numpy/pull/17942>`__: DOC: Clarify savez documentation of naming arrays in output file +* `#17943 <https://github.com/numpy/numpy/pull/17943>`__: [DOC]: Wrong length for underline in docstring. +* `#17945 <https://github.com/numpy/numpy/pull/17945>`__: MAINT: Bump hypothesis from 5.41.4 to 5.41.5 +* `#17950 <https://github.com/numpy/numpy/pull/17950>`__: BUG: Removed empty String from Nag Compiler's Flags +* `#17953 <https://github.com/numpy/numpy/pull/17953>`__: NEP: Accept NEP 42 -- New and extensible DTypes +* `#17955 <https://github.com/numpy/numpy/pull/17955>`__: DOC: Replace {var} in docstrings type annotation with `scalar... +* `#17956 <https://github.com/numpy/numpy/pull/17956>`__: ENH: Use versioneer to manage numpy versions. +* `#17957 <https://github.com/numpy/numpy/pull/17957>`__: TST: Fix crosstalk issues with polynomial str tests. +* `#17958 <https://github.com/numpy/numpy/pull/17958>`__: MAINT: Optimize the performance of count_nonzero by using universal... +* `#17960 <https://github.com/numpy/numpy/pull/17960>`__: TST, BUILD: Add a native x86 baseline build running on ubuntu-20.04 +* `#17962 <https://github.com/numpy/numpy/pull/17962>`__: TST: Ensure tests are not sensitive to execution order +* `#17966 <https://github.com/numpy/numpy/pull/17966>`__: BUG: Add missing decref to arange +* `#17968 <https://github.com/numpy/numpy/pull/17968>`__: ENH: Use more typevars in `np.dtype` +* `#17971 <https://github.com/numpy/numpy/pull/17971>`__: BUG, SIMD: Fix direactive check for AVX512BW of intrinsics npyv_tobits_* +* `#17973 <https://github.com/numpy/numpy/pull/17973>`__: DEP: Futurewarn on requiring __len__ on array-likes +* `#17974 <https://github.com/numpy/numpy/pull/17974>`__: BLD: Fixes for versioneer and setup.py sdist. +* `#17976 <https://github.com/numpy/numpy/pull/17976>`__: DOC: Add/remove spaces in snippets and re-format here and there +* `#17978 <https://github.com/numpy/numpy/pull/17978>`__: MAINT: Update test_requirements and release_requirements. +* `#17981 <https://github.com/numpy/numpy/pull/17981>`__: ENH: Add proper dtype-support to `np.flatiter` +* `#17985 <https://github.com/numpy/numpy/pull/17985>`__: ENH, SIMD: Ditching the old CPU dispatcher(Arithmetic) +* `#17992 <https://github.com/numpy/numpy/pull/17992>`__: DOC: Replace verbatim with reference to local parameter +* `#17993 <https://github.com/numpy/numpy/pull/17993>`__: [DOC] np.kron use double backticks for non-references +* `#17994 <https://github.com/numpy/numpy/pull/17994>`__: SIMD: Optimize the performance of einsum's submodule dot . +* `#17995 <https://github.com/numpy/numpy/pull/17995>`__: MAINT: Bump pytest from 6.0.2 to 6.2.0 +* `#17996 <https://github.com/numpy/numpy/pull/17996>`__: MAINT: Update wheel requirement from <=0.35.1 to <0.36.3 +* `#17997 <https://github.com/numpy/numpy/pull/17997>`__: MAINT: Bump hypothesis from 5.41.5 to 5.43.3 +* `#17998 <https://github.com/numpy/numpy/pull/17998>`__: TST: ignore pytest warning +* `#17999 <https://github.com/numpy/numpy/pull/17999>`__: Replace Numpy with NumPy +* `#18001 <https://github.com/numpy/numpy/pull/18001>`__: BLD, BUG: Fix detecting aarch64 on macOS +* `#18002 <https://github.com/numpy/numpy/pull/18002>`__: DOC: Fix and extend the docstring for np.inner +* `#18007 <https://github.com/numpy/numpy/pull/18007>`__: DOC: Add a brief explanation of float printing +* `#18008 <https://github.com/numpy/numpy/pull/18008>`__: DOC: fix for doctests +* `#18011 <https://github.com/numpy/numpy/pull/18011>`__: BLD: update to OpenBLAS 0.3.13 +* `#18012 <https://github.com/numpy/numpy/pull/18012>`__: SIMD: Optimize the performance of einsum's submodule sum. +* `#18014 <https://github.com/numpy/numpy/pull/18014>`__: DOC: random: add some examples for SeedSequence +* `#18027 <https://github.com/numpy/numpy/pull/18027>`__: DOC, MAINT: Minor fixes to refguide_check.py documentation. +* `#18030 <https://github.com/numpy/numpy/pull/18030>`__: BUG: make a variable volatile to work around clang compiler bug +* `#18031 <https://github.com/numpy/numpy/pull/18031>`__: DOC: Parameter name typo axes -> axis in numpy.fft._pocketfft. +* `#18032 <https://github.com/numpy/numpy/pull/18032>`__: ENH: Add annotations for `np.core.arrayprint` +* `#18034 <https://github.com/numpy/numpy/pull/18034>`__: DOC: Fix a couple of reference to verbatim and vice versa +* `#18042 <https://github.com/numpy/numpy/pull/18042>`__: MAINT: Add dist_info to "other" setup.py commands. +* `#18045 <https://github.com/numpy/numpy/pull/18045>`__: MAINT: Bump pytest from 6.2.0 to 6.2.1 +* `#18046 <https://github.com/numpy/numpy/pull/18046>`__: TST: add back sdist test run +* `#18047 <https://github.com/numpy/numpy/pull/18047>`__: BLD,DOC: pin sphinx to 3.3.1 +* `#18048 <https://github.com/numpy/numpy/pull/18048>`__: DOC: Update TESTS.rst.txt +* `#18050 <https://github.com/numpy/numpy/pull/18050>`__: MAINT: Add aliases for commonly used `ArrayLike` objects +* `#18051 <https://github.com/numpy/numpy/pull/18051>`__: DEP: deprecate np.testing.dec +* `#18052 <https://github.com/numpy/numpy/pull/18052>`__: BUG: Fix concatenation when the output is "S" or "U" +* `#18054 <https://github.com/numpy/numpy/pull/18054>`__: DOC: Update stack docstrings +* `#18057 <https://github.com/numpy/numpy/pull/18057>`__: BLD: ensure we give the right error message for old Python versions +* `#18062 <https://github.com/numpy/numpy/pull/18062>`__: DOC: add missing details to linalg.lstsq docstring +* `#18065 <https://github.com/numpy/numpy/pull/18065>`__: MAINT: CPUs that support unaligned access. +* `#18066 <https://github.com/numpy/numpy/pull/18066>`__: TST: Allow mypy output types to be specified via aliases +* `#18067 <https://github.com/numpy/numpy/pull/18067>`__: MAINT: Remove obsolete workaround to set ndarray.__hash__ = None +* `#18070 <https://github.com/numpy/numpy/pull/18070>`__: BUG: Fix unique handling of nan entries. +* `#18072 <https://github.com/numpy/numpy/pull/18072>`__: MAINT: crackfortran regex simplify +* `#18074 <https://github.com/numpy/numpy/pull/18074>`__: MAINT: exprtype regex simplify +* `#18075 <https://github.com/numpy/numpy/pull/18075>`__: ENH, SIMD: Dispatch for unsigned floor division +* `#18077 <https://github.com/numpy/numpy/pull/18077>`__: NEP: mark NEP 28 on website redesign as final +* `#18078 <https://github.com/numpy/numpy/pull/18078>`__: Fix build warnings in NEPs +* `#18079 <https://github.com/numpy/numpy/pull/18079>`__: MAINT: Bump sphinx from 3.3.1 to 3.4.1 +* `#18080 <https://github.com/numpy/numpy/pull/18080>`__: MAINT: Bump pytz from 2020.4 to 2020.5 +* `#18081 <https://github.com/numpy/numpy/pull/18081>`__: MAINT: Bump hypothesis from 5.43.3 to 5.43.4 +* `#18082 <https://github.com/numpy/numpy/pull/18082>`__: DOC: roadmap update +* `#18083 <https://github.com/numpy/numpy/pull/18083>`__: MAINT: regex char class improve +* `#18084 <https://github.com/numpy/numpy/pull/18084>`__: NEP: NumPy sponsorship guidelines (NEP 46) +* `#18085 <https://github.com/numpy/numpy/pull/18085>`__: DOC: replace 'this platform' with the actual platform in the... +* `#18086 <https://github.com/numpy/numpy/pull/18086>`__: BUG, SIMD: Fix _simd module build for 64bit Arm/neon clang +* `#18088 <https://github.com/numpy/numpy/pull/18088>`__: DOC: Update reference to verbatim in a few location. +* `#18090 <https://github.com/numpy/numpy/pull/18090>`__: MAINT: multiline regex class simplify +* `#18091 <https://github.com/numpy/numpy/pull/18091>`__: DOC: Avoid using "set of" when talking about an ordered list. +* `#18097 <https://github.com/numpy/numpy/pull/18097>`__: NEP: update backwards compatibility and deprecation policy NEP +* `#18100 <https://github.com/numpy/numpy/pull/18100>`__: BUG, BLD: Generate the main dispatcher config header into the... +* `#18101 <https://github.com/numpy/numpy/pull/18101>`__: ENH: move exp, log, frexp, ldexp to SIMD dispatching +* `#18103 <https://github.com/numpy/numpy/pull/18103>`__: TST: Avoid changing odd tempfile names in tests' site.cfg +* `#18104 <https://github.com/numpy/numpy/pull/18104>`__: TST: Turn some tests with loops into parametrized tests. +* `#18109 <https://github.com/numpy/numpy/pull/18109>`__: MAINT: Fix exception cause in mingw32ccompiler.py +* `#18110 <https://github.com/numpy/numpy/pull/18110>`__: API: make piecewise subclass safe using use zeros_like. +* `#18111 <https://github.com/numpy/numpy/pull/18111>`__: MAINT: Bump hypothesis from 5.43.4 to 5.46.0 +* `#18115 <https://github.com/numpy/numpy/pull/18115>`__: BUG: Fix promotion of half and string +* `#18116 <https://github.com/numpy/numpy/pull/18116>`__: DEP: Deprecate promotion of numbers and bool to string +* `#18118 <https://github.com/numpy/numpy/pull/18118>`__: BUG, MAINT: improve avx512 mask logical operations +* `#18126 <https://github.com/numpy/numpy/pull/18126>`__: REL: Update master after 1.19.5 release. +* `#18128 <https://github.com/numpy/numpy/pull/18128>`__: ENH: Add dtype support to the array comparison ops +* `#18136 <https://github.com/numpy/numpy/pull/18136>`__: ENH: Adding keyboard interrupt support for array creation +* `#18144 <https://github.com/numpy/numpy/pull/18144>`__: BLD: add found Cython version to check in cythonize.py +* `#18148 <https://github.com/numpy/numpy/pull/18148>`__: MAINT: Bump sphinx from 3.4.1 to 3.4.3 +* `#18149 <https://github.com/numpy/numpy/pull/18149>`__: MAINT: Bump hypothesis from 5.46.0 to 6.0.0 +* `#18150 <https://github.com/numpy/numpy/pull/18150>`__: BUG: Ensure too many advanced indices raises an exception +* `#18152 <https://github.com/numpy/numpy/pull/18152>`__: BUG: Promotion between strings and objects was assymetric +* `#18156 <https://github.com/numpy/numpy/pull/18156>`__: MAINT: Remove redundant null check before free +* `#18157 <https://github.com/numpy/numpy/pull/18157>`__: BUG: Initialize value of no_castable_output used in ufunc_loop_matches +* `#18161 <https://github.com/numpy/numpy/pull/18161>`__: MAINT: Make keyword arrays static +* `#18164 <https://github.com/numpy/numpy/pull/18164>`__: TST: add a pypy37 windows 64-bit build +* `#18166 <https://github.com/numpy/numpy/pull/18166>`__: Use sinus based formula for ``chebpts1`` +* `#18169 <https://github.com/numpy/numpy/pull/18169>`__: ENH: cpu features detection implementation on FreeBSD ARM +* `#18173 <https://github.com/numpy/numpy/pull/18173>`__: TST: Clear the mypy cache before running any typing tests +* `#18174 <https://github.com/numpy/numpy/pull/18174>`__: MAINT: Changed the `NBitBase` variancy in `number` from co- to... +* `#18176 <https://github.com/numpy/numpy/pull/18176>`__: ENH: Improve performance of tril_indices and triu_indices +* `#18178 <https://github.com/numpy/numpy/pull/18178>`__: SIMD: add fast integer division intrinsics for all supported... +* `#18180 <https://github.com/numpy/numpy/pull/18180>`__: BUG: threads.h existence test requires GLIBC > 2.12. +* `#18181 <https://github.com/numpy/numpy/pull/18181>`__: ENH: [f2py] Add external attribute support. +* `#18182 <https://github.com/numpy/numpy/pull/18182>`__: MAINT: Bump hypothesis from 6.0.0 to 6.0.2 +* `#18183 <https://github.com/numpy/numpy/pull/18183>`__: MAINT: Optimize numpy.count_nonzero for int types using SIMD... +* `#18184 <https://github.com/numpy/numpy/pull/18184>`__: BUG: Fix f2py bugs when wrapping F90 subroutines. +* `#18185 <https://github.com/numpy/numpy/pull/18185>`__: MAINT: Give the `_<X>Like` and `_ArrayLike<X>` type aliases a... +* `#18187 <https://github.com/numpy/numpy/pull/18187>`__: STY: unify imports in __init__.py +* `#18191 <https://github.com/numpy/numpy/pull/18191>`__: STY: Use explicit reexports for numpy.typing objects +* `#18193 <https://github.com/numpy/numpy/pull/18193>`__: MAINT: Fix typo in docstring example +* `#18194 <https://github.com/numpy/numpy/pull/18194>`__: MAINT: einsum: Optimize the sub function two-operands by using... +* `#18196 <https://github.com/numpy/numpy/pull/18196>`__: BLD: update OpenBLAS to af2b0d02 +* `#18197 <https://github.com/numpy/numpy/pull/18197>`__: BUG: Keep ignoring most errors during array-protocol lookup +* `#18200 <https://github.com/numpy/numpy/pull/18200>`__: ENH: Add new intrinsics sum_u8/u16/u64. +* `#18204 <https://github.com/numpy/numpy/pull/18204>`__: TST: Speed up the typing tests +* `#18205 <https://github.com/numpy/numpy/pull/18205>`__: MAINT: Update pavement.py to work with versioneer. +* `#18208 <https://github.com/numpy/numpy/pull/18208>`__: TST: raise memory limit for test +* `#18210 <https://github.com/numpy/numpy/pull/18210>`__: DOC: typo in post-loop return +* `#18211 <https://github.com/numpy/numpy/pull/18211>`__: MAINT: random shuffle: warn on unrecognized objects, fix empty... +* `#18213 <https://github.com/numpy/numpy/pull/18213>`__: DOC: Formatting consistency. +* `#18214 <https://github.com/numpy/numpy/pull/18214>`__: DOC: Double backticks for inline code example. +* `#18217 <https://github.com/numpy/numpy/pull/18217>`__: MAINT: Ignore ComplexWarning in ``test_iter_copy_casts``. +* `#18221 <https://github.com/numpy/numpy/pull/18221>`__: DOC: Misc single to double backticks fixes. +* `#18223 <https://github.com/numpy/numpy/pull/18223>`__: DOC: Improve doc for numpy.random.Generator.choice +* `#18224 <https://github.com/numpy/numpy/pull/18224>`__: MAINT: Bump pydata-sphinx-theme from 0.4.1 to 0.4.2 +* `#18225 <https://github.com/numpy/numpy/pull/18225>`__: MAINT: Bump mypy from 0.790 to 0.800 +* `#18226 <https://github.com/numpy/numpy/pull/18226>`__: MAINT: Bump hypothesis from 6.0.2 to 6.0.3 +* `#18227 <https://github.com/numpy/numpy/pull/18227>`__: MAINT: Bump pytest-cov from 2.10.1 to 2.11.1 +* `#18228 <https://github.com/numpy/numpy/pull/18228>`__: ENH: Add dtype-support to the ufunc-based `ndarray` magic methods... +* `#18229 <https://github.com/numpy/numpy/pull/18229>`__: MAINT: Clean up all module-level dunders +* `#18230 <https://github.com/numpy/numpy/pull/18230>`__: DOC: Clarify the type alias deprecation message +* `#18232 <https://github.com/numpy/numpy/pull/18232>`__: DOC: lib/shape_base numpydoc formatting. +* `#18233 <https://github.com/numpy/numpy/pull/18233>`__: NEP: accept NEP 23 (backwards compatibility policy) +* `#18234 <https://github.com/numpy/numpy/pull/18234>`__: NEP: accept NEP 46 (sponsorship guidelines) +* `#18235 <https://github.com/numpy/numpy/pull/18235>`__: DOC: Fix command in "Writing custom array containers" guide +* `#18236 <https://github.com/numpy/numpy/pull/18236>`__: ENH: Add aliases for commonly used dtype-like objects +* `#18238 <https://github.com/numpy/numpy/pull/18238>`__: DOC: __array__ accepts a dtype argument +* `#18245 <https://github.com/numpy/numpy/pull/18245>`__: BLD: fix issue with `bdist_egg`, which made `make dist` in doc/... +* `#18247 <https://github.com/numpy/numpy/pull/18247>`__: DOC: Misc numpydoc format fixes +* `#18248 <https://github.com/numpy/numpy/pull/18248>`__: DOC: See also -> See Also (casing) +* `#18251 <https://github.com/numpy/numpy/pull/18251>`__: DOC: more misc fixes of syntax +* `#18252 <https://github.com/numpy/numpy/pull/18252>`__: DOC: cleanup of numpy/polynomial. +* `#18253 <https://github.com/numpy/numpy/pull/18253>`__: DOC: improve description of `_NoValue` +* `#18255 <https://github.com/numpy/numpy/pull/18255>`__: MAINT: add an 'apt update' +* `#18262 <https://github.com/numpy/numpy/pull/18262>`__: REL: Update master after 1.20.0 release. +* `#18263 <https://github.com/numpy/numpy/pull/18263>`__: ENH: Added sanity check to printoptions +* `#18264 <https://github.com/numpy/numpy/pull/18264>`__: BUG: Use C linkage for random distributions +* `#18269 <https://github.com/numpy/numpy/pull/18269>`__: DOC: Numpydoc format space before `:` in Parameters +* `#18272 <https://github.com/numpy/numpy/pull/18272>`__: DOC: Numpydoc warning incorrect underline length. +* `#18274 <https://github.com/numpy/numpy/pull/18274>`__: MAINT: Chain exceptions in linalg +* `#18275 <https://github.com/numpy/numpy/pull/18275>`__: MAINT: Bump hypothesis from 6.0.3 to 6.1.1 +* `#18276 <https://github.com/numpy/numpy/pull/18276>`__: MAINT: Bump pytest from 6.2.1 to 6.2.2 +* `#18277 <https://github.com/numpy/numpy/pull/18277>`__: MAINT: Bump pydata-sphinx-theme from 0.4.2 to 0.4.3 +* `#18278 <https://github.com/numpy/numpy/pull/18278>`__: MAINT: defer the import of shutil +* `#18282 <https://github.com/numpy/numpy/pull/18282>`__: MAINT: gracefully shuffle memoryviews +* `#18284 <https://github.com/numpy/numpy/pull/18284>`__: ENH: Add annotations for the remaining `np.generic` aliases +* `#18285 <https://github.com/numpy/numpy/pull/18285>`__: TST: Pin `typing_extensions` to the latest version +* `#18289 <https://github.com/numpy/numpy/pull/18289>`__: MAINT: Move transferdata into buffer-wise struct +* `#18293 <https://github.com/numpy/numpy/pull/18293>`__: BUG: Fix typo in ``numpy.__init__.py`` +* `#18295 <https://github.com/numpy/numpy/pull/18295>`__: BUG: don't mutate list of fake libraries while iterating over... +* `#18301 <https://github.com/numpy/numpy/pull/18301>`__: MAINT: avoid chaining exceptions in conv_template.py +* `#18302 <https://github.com/numpy/numpy/pull/18302>`__: MAINT: Add missing placeholder annotations +* `#18303 <https://github.com/numpy/numpy/pull/18303>`__: MAINT: Fix typo in PyArray_RegisterDataType error +* `#18307 <https://github.com/numpy/numpy/pull/18307>`__: DOC: Corrected numpy.power example. +* `#18313 <https://github.com/numpy/numpy/pull/18313>`__: Numpy logo fix on README +* `#18315 <https://github.com/numpy/numpy/pull/18315>`__: CI: rearrange Azure build jobs +* `#18317 <https://github.com/numpy/numpy/pull/18317>`__: MAINT: Fixed chain exception for array_split func +* `#18320 <https://github.com/numpy/numpy/pull/18320>`__: DOC: add links to polynomial function/class listing +* `#18322 <https://github.com/numpy/numpy/pull/18322>`__: ENH: Add a mypy plugin for exposing platform-specific extended-precision... +* `#18323 <https://github.com/numpy/numpy/pull/18323>`__: ENH: Add dtype-support to the ufunc-based `ndarray` magic methods... +* `#18324 <https://github.com/numpy/numpy/pull/18324>`__: MAINT: Avoid moveaxis overhead in median. +* `#18329 <https://github.com/numpy/numpy/pull/18329>`__: BUG: Allow unmodified use of isclose, allclose, etc. with timedelta +* `#18331 <https://github.com/numpy/numpy/pull/18331>`__: MAINT: Update openblas_support for macosx-arm64 +* `#18332 <https://github.com/numpy/numpy/pull/18332>`__: BUG: Allow pickling all relevant DType types/classes +* `#18333 <https://github.com/numpy/numpy/pull/18333>`__: CI: fix when GitHub Actions builds trigger, and allow ci skips +* `#18334 <https://github.com/numpy/numpy/pull/18334>`__: TST: use setup-python action for pypy, disable win64 pypy +* `#18338 <https://github.com/numpy/numpy/pull/18338>`__: DOC: Fix whitespace before "last updated" on overview page +* `#18339 <https://github.com/numpy/numpy/pull/18339>`__: DOC: Discussion on the @ operator and the matrix class +* `#18340 <https://github.com/numpy/numpy/pull/18340>`__: DOC: remove pygments_style from conf.py +* `#18342 <https://github.com/numpy/numpy/pull/18342>`__: DOC: Specified all possible return types for trapz function #18140 +* `#18344 <https://github.com/numpy/numpy/pull/18344>`__: DOC: Added sentence to docstring of histogram_bin_edges to explain... +* `#18346 <https://github.com/numpy/numpy/pull/18346>`__: DOC: Change license date 2020 -> 2021 +* `#18347 <https://github.com/numpy/numpy/pull/18347>`__: MAINT: Delete unused "dst" clearing functions +* `#18348 <https://github.com/numpy/numpy/pull/18348>`__: DEP: doc-deprecate BLAS_SRC/LAPACK_SRC +* `#18349 <https://github.com/numpy/numpy/pull/18349>`__: CI: CircleCI seems to occasionally time out, increase the limit +* `#18350 <https://github.com/numpy/numpy/pull/18350>`__: BUG: Fix missing signed_char dependency. +* `#18361 <https://github.com/numpy/numpy/pull/18361>`__: ENH: Share memory of read-only intent(in) arrays. +* `#18362 <https://github.com/numpy/numpy/pull/18362>`__: REL: Update master after 1.20.1 release. +* `#18364 <https://github.com/numpy/numpy/pull/18364>`__: DOC: Update landing page to match table of contents +* `#18366 <https://github.com/numpy/numpy/pull/18366>`__: MAINT: Disable TravisCI git clone depth. +* `#18367 <https://github.com/numpy/numpy/pull/18367>`__: MAINT: Bump pytz from 2020.5 to 2021.1 +* `#18369 <https://github.com/numpy/numpy/pull/18369>`__: BUG: np.in1d bug on the object array (issue 17923) +* `#18372 <https://github.com/numpy/numpy/pull/18372>`__: DOC: improve standard_t example in numpy.random. +* `#18374 <https://github.com/numpy/numpy/pull/18374>`__: TST: Add a test for nditer write masked with references +* `#18375 <https://github.com/numpy/numpy/pull/18375>`__: BUG: fix regression in a hidden callback use case in f2py. +* `#18377 <https://github.com/numpy/numpy/pull/18377>`__: ENH: Add annotations for `np.lib.ufunclike` +* `#18379 <https://github.com/numpy/numpy/pull/18379>`__: DOC: Fix docstring of _median_nancheck. +* `#18384 <https://github.com/numpy/numpy/pull/18384>`__: BUG: improve the interface of `tofile` method +* `#18389 <https://github.com/numpy/numpy/pull/18389>`__: MAINT: Fix version of wheel to support Python 3.10 +* `#18390 <https://github.com/numpy/numpy/pull/18390>`__: ENH: Add annotations for `np.core.einsumfunc` +* `#18392 <https://github.com/numpy/numpy/pull/18392>`__: BUG: Remove check in shuffle for non-ndarrays +* `#18394 <https://github.com/numpy/numpy/pull/18394>`__: MAINT: Added Chain exceptions where appropriate +* `#18395 <https://github.com/numpy/numpy/pull/18395>`__: ENH: Initial typing of random +* `#18396 <https://github.com/numpy/numpy/pull/18396>`__: MAINT: Threading and Unicode strings +* `#18397 <https://github.com/numpy/numpy/pull/18397>`__: ENH: Add annotations for `np.lib.index_tricks` +* `#18398 <https://github.com/numpy/numpy/pull/18398>`__: MAINT: Fix casting signatures to align with NEP 43 signature +* `#18400 <https://github.com/numpy/numpy/pull/18400>`__: MAINT: Added Chain exceptions where appropriate +* `#18402 <https://github.com/numpy/numpy/pull/18402>`__: BUG: Fix typo in char_codes +* `#18404 <https://github.com/numpy/numpy/pull/18404>`__: BUG: Fix iterator shape in advanced index assignment broadcast... +* `#18405 <https://github.com/numpy/numpy/pull/18405>`__: DOC: Mention `scipy.signal.correlate` and FFT method in `np.correlate`closes... +* `#18413 <https://github.com/numpy/numpy/pull/18413>`__: MAINT: Bump sphinx from 3.4.3 to 3.5.0 +* `#18414 <https://github.com/numpy/numpy/pull/18414>`__: MAINT: Bump hypothesis from 6.1.1 to 6.2.0 +* `#18415 <https://github.com/numpy/numpy/pull/18415>`__: MAINT: Update END statements parsing for recent Fortran standards. +* `#18416 <https://github.com/numpy/numpy/pull/18416>`__: BUG: Fix f2py parsing continued lines that follow comment lines. +* `#18417 <https://github.com/numpy/numpy/pull/18417>`__: ENH: Add dtype-support to the ufunc-based `ndarray` magic methods... +* `#18418 <https://github.com/numpy/numpy/pull/18418>`__: DOC: remove layout overrides for headers +* `#18420 <https://github.com/numpy/numpy/pull/18420>`__: BUG: Fix tiny memory leaks when ``like=`` overrides are used +* `#18423 <https://github.com/numpy/numpy/pull/18423>`__: ENH: Lint checks for PR diffs +* `#18428 <https://github.com/numpy/numpy/pull/18428>`__: DOC: remove explanations.rst +* `#18429 <https://github.com/numpy/numpy/pull/18429>`__: DOC: point intersphinx to matplotlib/stable... +* `#18432 <https://github.com/numpy/numpy/pull/18432>`__: MAINT: Correct code producing warnings +* `#18433 <https://github.com/numpy/numpy/pull/18433>`__: ENH: Add typing for RandomState +* `#18436 <https://github.com/numpy/numpy/pull/18436>`__: BUG: Fix refcount leak in f2py `complex_double_from_pyobj` +* `#18437 <https://github.com/numpy/numpy/pull/18437>`__: TST: Fix some uninitialized memory in the tests +* `#18438 <https://github.com/numpy/numpy/pull/18438>`__: BUG: Correct shuffling of objects in 1-d array likes +* `#18439 <https://github.com/numpy/numpy/pull/18439>`__: MAINT: random: Use 'from exc' when raising a ValueError in choice. +* `#18443 <https://github.com/numpy/numpy/pull/18443>`__: BUG: fix stacklevel in warning within random.shuffle +* `#18448 <https://github.com/numpy/numpy/pull/18448>`__: DOC: Remove unfinished Linear Algebra section from Quickstart... +* `#18450 <https://github.com/numpy/numpy/pull/18450>`__: BUG: Segfault in nditer buffer dealloc for Object arrays +* `#18454 <https://github.com/numpy/numpy/pull/18454>`__: NEP: add Spending NumPy Project Funds (NEP 48) +* `#18455 <https://github.com/numpy/numpy/pull/18455>`__: BUG: ``diagflat`` could overflow on windows or 32-bit platforms +* `#18456 <https://github.com/numpy/numpy/pull/18456>`__: NEP: array API standard adoption (NEP 47) +* `#18458 <https://github.com/numpy/numpy/pull/18458>`__: DOC: update NEP status for accepted/finished NEPs +* `#18463 <https://github.com/numpy/numpy/pull/18463>`__: MAINT: Bump mypy from 0.800 to 0.812 +* `#18464 <https://github.com/numpy/numpy/pull/18464>`__: MAINT: Bump sphinx from 3.5.0 to 3.5.1 +* `#18465 <https://github.com/numpy/numpy/pull/18465>`__: MAINT: Bump cython from 0.29.21 to 0.29.22 +* `#18466 <https://github.com/numpy/numpy/pull/18466>`__: MAINT: Bump hypothesis from 6.2.0 to 6.3.0 +* `#18475 <https://github.com/numpy/numpy/pull/18475>`__: ENH: Added type annotations to eye() function +* `#18476 <https://github.com/numpy/numpy/pull/18476>`__: BUG: Remove suspicious type casting +* `#18477 <https://github.com/numpy/numpy/pull/18477>`__: BUG: remove nonsensical comparison of pointer < 0 +* `#18478 <https://github.com/numpy/numpy/pull/18478>`__: BUG: verify pointer against NULL before using it +* `#18479 <https://github.com/numpy/numpy/pull/18479>`__: BUG: check if PyArray_malloc succeeded +* `#18481 <https://github.com/numpy/numpy/pull/18481>`__: DOC: Generator and RandomState doc improvements +* `#18482 <https://github.com/numpy/numpy/pull/18482>`__: ENH: Improve error message in multinomial +* `#18489 <https://github.com/numpy/numpy/pull/18489>`__: DOC: Rename "Ones and zeros" section in array-creation documentation. +* `#18493 <https://github.com/numpy/numpy/pull/18493>`__: BUG: Fix non-versioneer uses of numpy.distutils +* `#18497 <https://github.com/numpy/numpy/pull/18497>`__: TST: Remove the `einsum` typing tests reliance on issuing a `ComplexWarning` +* `#18498 <https://github.com/numpy/numpy/pull/18498>`__: BUG: Fixed Von Mises distribution for big values of kappa +* `#18499 <https://github.com/numpy/numpy/pull/18499>`__: TST: Branch coverage improvement for `np.polynomial` +* `#18502 <https://github.com/numpy/numpy/pull/18502>`__: DOC: Fix links to landing page +* `#18505 <https://github.com/numpy/numpy/pull/18505>`__: DOC: add guide for downstream package authors +* `#18509 <https://github.com/numpy/numpy/pull/18509>`__: DOC: trunc, floor, ceil, rint, fix should all link to each other +* `#18513 <https://github.com/numpy/numpy/pull/18513>`__: BLD: add _2_24 to valid manylinux names +* `#18515 <https://github.com/numpy/numpy/pull/18515>`__: MAINT: Improve error message when common type not found. +* `#18517 <https://github.com/numpy/numpy/pull/18517>`__: MAINT: Bump hypothesis from 6.3.0 to 6.3.4 +* `#18518 <https://github.com/numpy/numpy/pull/18518>`__: DOC Improve formatting in the depending_on_numpy documentation +* `#18522 <https://github.com/numpy/numpy/pull/18522>`__: BUG: remove extraneous ARGOUTVIEWM dim. 4 typemaps +* `#18526 <https://github.com/numpy/numpy/pull/18526>`__: MAINT: Specify color in RGB in the docs about the new NumPy logo +* `#18530 <https://github.com/numpy/numpy/pull/18530>`__: BUG: incorrect error fallthrough in nditer +* `#18531 <https://github.com/numpy/numpy/pull/18531>`__: CI: Use Ubuntu 18.04 to run "full" test. +* `#18537 <https://github.com/numpy/numpy/pull/18537>`__: [BLD] use the new openblas lib +* `#18538 <https://github.com/numpy/numpy/pull/18538>`__: Fix the numpy Apple M1 build +* `#18539 <https://github.com/numpy/numpy/pull/18539>`__: BUG: NameError in numpy.distutils.fcompiler.compaq +* `#18544 <https://github.com/numpy/numpy/pull/18544>`__: MAINT: Update master to main after branch rename +* `#18545 <https://github.com/numpy/numpy/pull/18545>`__: ENH: Add annotations for `np.lib.arrayterator` +* `#18554 <https://github.com/numpy/numpy/pull/18554>`__: CI: Pin docker image for Linux_Python_38_32bit_full_with_asserts... +* `#18560 <https://github.com/numpy/numpy/pull/18560>`__: BUG: Fixed ``where`` keyword for ``np.mean`` & ``np.var`` methods +* `#18566 <https://github.com/numpy/numpy/pull/18566>`__: CI: another master -> main fix +* `#18567 <https://github.com/numpy/numpy/pull/18567>`__: CI: skip lint check on merges with main +* `#18569 <https://github.com/numpy/numpy/pull/18569>`__: CI: Ensure that doc-build uses "main" as branch name +* `#18570 <https://github.com/numpy/numpy/pull/18570>`__: CI: Use `git branch -m` instead of `--initial-branch=main` +* `#18571 <https://github.com/numpy/numpy/pull/18571>`__: BUG: Fix overflow warning on apple silicon +* `#18572 <https://github.com/numpy/numpy/pull/18572>`__: CI: Set git default branch to "main" in CircleCI. +* `#18574 <https://github.com/numpy/numpy/pull/18574>`__: MAINT: Update the Call for Contributions section +* `#18575 <https://github.com/numpy/numpy/pull/18575>`__: MAINT: Bump sphinx from 3.5.1 to 3.5.2 +* `#18576 <https://github.com/numpy/numpy/pull/18576>`__: MAINT: Bump hypothesis from 6.3.4 to 6.6.0 +* `#18578 <https://github.com/numpy/numpy/pull/18578>`__: MAINT: Bump pycodestyle from 2.5.0 to 2.6.0 +* `#18579 <https://github.com/numpy/numpy/pull/18579>`__: MAINT: OrderedDict is no longer necessary from Python 3.7 +* `#18582 <https://github.com/numpy/numpy/pull/18582>`__: BLD, TST: use pypy nightly to work around bug +* `#18583 <https://github.com/numpy/numpy/pull/18583>`__: DOC: Clarify docs for fliplr() / flipud() +* `#18584 <https://github.com/numpy/numpy/pull/18584>`__: DOC: Added documentation for linter (#18423) +* `#18593 <https://github.com/numpy/numpy/pull/18593>`__: MAINT: Do not claim input to binops is `self` (array object) +* `#18594 <https://github.com/numpy/numpy/pull/18594>`__: MAINT: Remove strange `op == NULL` check +* `#18596 <https://github.com/numpy/numpy/pull/18596>`__: MAINT: Chain exceptions in index_tricks.py and mrecords.py +* `#18598 <https://github.com/numpy/numpy/pull/18598>`__: MAINT: Add annotations for `dtype.__getitem__`, `__mul__` and... +* `#18602 <https://github.com/numpy/numpy/pull/18602>`__: CI: Do not fail CI on lint error +* `#18605 <https://github.com/numpy/numpy/pull/18605>`__: BUG: Fix ma coercion list-of-ma-arrays if they do not cast to... +* `#18614 <https://github.com/numpy/numpy/pull/18614>`__: MAINT: Bump pycodestyle from 2.6.0 to 2.7.0 +* `#18615 <https://github.com/numpy/numpy/pull/18615>`__: MAINT: Bump hypothesis from 6.6.0 to 6.8.1 +* `#18616 <https://github.com/numpy/numpy/pull/18616>`__: CI: Update apt package list before Python install +* `#18618 <https://github.com/numpy/numpy/pull/18618>`__: MAINT: Ensure that re-exported sub-modules are properly annotated +* `#18622 <https://github.com/numpy/numpy/pull/18622>`__: DOC: Consistently use rng as variable name for random generators +* `#18629 <https://github.com/numpy/numpy/pull/18629>`__: BUG, ENH: fix array2string rounding bug by adding min_digits... +* `#18630 <https://github.com/numpy/numpy/pull/18630>`__: DOC: add note to numpy.rint() docstrings +* `#18634 <https://github.com/numpy/numpy/pull/18634>`__: BUG: Use npy_log1p where appropriate in random generation +* `#18635 <https://github.com/numpy/numpy/pull/18635>`__: ENH: Improve the exception for default low in Generator.integers +* `#18641 <https://github.com/numpy/numpy/pull/18641>`__: MAINT: Remove useless declarations in `bad_commands` +* `#18642 <https://github.com/numpy/numpy/pull/18642>`__: ENH: Use new argument parsing for array creation functions +* `#18643 <https://github.com/numpy/numpy/pull/18643>`__: DOC: Remove mention of nose from README +* `#18645 <https://github.com/numpy/numpy/pull/18645>`__: DOC: Minor fix in inline code example of ufunc reference +* `#18648 <https://github.com/numpy/numpy/pull/18648>`__: MAINT: use super() as described by PEP 3135 +* `#18649 <https://github.com/numpy/numpy/pull/18649>`__: MAINT: Add missing type to cdef statement +* `#18651 <https://github.com/numpy/numpy/pull/18651>`__: BUG: Fix small valgrind-found issues +* `#18652 <https://github.com/numpy/numpy/pull/18652>`__: DOC: Update some plotting code to current Matplotlib idioms +* `#18657 <https://github.com/numpy/numpy/pull/18657>`__: ENH: Improve performance of `np.save` for small arrays +* `#18658 <https://github.com/numpy/numpy/pull/18658>`__: BLD: remove /usr/include from default include dirs +* `#18659 <https://github.com/numpy/numpy/pull/18659>`__: DEV: add a conda environment.yml with all development dependencies +* `#18660 <https://github.com/numpy/numpy/pull/18660>`__: DOC: add release note for removal of /usr/include from include... +* `#18664 <https://github.com/numpy/numpy/pull/18664>`__: MAINT: Bump sphinx from 3.5.2 to 3.5.3 +* `#18666 <https://github.com/numpy/numpy/pull/18666>`__: ENH: Use exponentials in place of inversion in Rayleigh and geometric +* `#18670 <https://github.com/numpy/numpy/pull/18670>`__: BUG: Fix small issues found with pytest-leaks +* `#18676 <https://github.com/numpy/numpy/pull/18676>`__: MAINT: Implement new style promotion for `np.result_type`, etc. +* `#18679 <https://github.com/numpy/numpy/pull/18679>`__: BUG: Changed METH_VARARGS to METH_NOARGS +* `#18680 <https://github.com/numpy/numpy/pull/18680>`__: Docs: simd-optimizations.rst: fix typo (basline ~> baseline) +* `#18685 <https://github.com/numpy/numpy/pull/18685>`__: REL: Update main after 1.20.2 release. +* `#18686 <https://github.com/numpy/numpy/pull/18686>`__: BUG: Fix test_ccompiler_opt when path contains dots +* `#18689 <https://github.com/numpy/numpy/pull/18689>`__: DOC: Change matrix size in absolute beginners doc. +* `#18690 <https://github.com/numpy/numpy/pull/18690>`__: BUG: Correct datetime64 missing type overload for datetime.date... +* `#18691 <https://github.com/numpy/numpy/pull/18691>`__: BUG: fix segfault in object/longdouble operations +* `#18692 <https://github.com/numpy/numpy/pull/18692>`__: MAINT: Bump pydata-sphinx-theme from 0.5.0 to 0.5.2 +* `#18693 <https://github.com/numpy/numpy/pull/18693>`__: MAINT: Bump hypothesis from 6.8.1 to 6.8.3 +* `#18694 <https://github.com/numpy/numpy/pull/18694>`__: TST: pin pypy version to 7.3.4rc1 +* `#18695 <https://github.com/numpy/numpy/pull/18695>`__: ENH: Support parsing Fortran abstract interface blocks. +* `#18697 <https://github.com/numpy/numpy/pull/18697>`__: DEP: Disable PyUFunc_GenericFunction and PyUFunc_SetUsesArraysAsData +* `#18698 <https://github.com/numpy/numpy/pull/18698>`__: MAINT: Specify the color space in all new NumPy logo files +* `#18701 <https://github.com/numpy/numpy/pull/18701>`__: BLD: Strip extra newline when dumping gfortran version on MacOS +* `#18705 <https://github.com/numpy/numpy/pull/18705>`__: DOC: update Steering Council membership and people on governance... +* `#18706 <https://github.com/numpy/numpy/pull/18706>`__: DOC: Add release notes to upcoming_changes +* `#18708 <https://github.com/numpy/numpy/pull/18708>`__: TST: add tests for using np.meshgrid for higher dimensional grids. +* `#18712 <https://github.com/numpy/numpy/pull/18712>`__: DOC: Simplifies Mandelbrot set plot in Quickstart guide +* `#18718 <https://github.com/numpy/numpy/pull/18718>`__: API, DEP: Move ufunc signature parsing to the start +* `#18722 <https://github.com/numpy/numpy/pull/18722>`__: DOC: deduplicate dtype basic types (2) +* `#18725 <https://github.com/numpy/numpy/pull/18725>`__: MAINT: Bump pytest from 6.2.2 to 6.2.3 +* `#18726 <https://github.com/numpy/numpy/pull/18726>`__: MAINT: Bump hypothesis from 6.8.3 to 6.8.4 +* `#18728 <https://github.com/numpy/numpy/pull/18728>`__: MAINT: Add exception chaining where appropriate +* `#18731 <https://github.com/numpy/numpy/pull/18731>`__: BUG: Check out requirements and raise when not satisfied +* `#18733 <https://github.com/numpy/numpy/pull/18733>`__: DEV: Adds gitpod to numpy +* `#18737 <https://github.com/numpy/numpy/pull/18737>`__: BLD: introduce use of BLAS_LIBS and LAPACK_LIBS in distutils/system_info +* `#18739 <https://github.com/numpy/numpy/pull/18739>`__: MAINT: Add exception chaining where appropriate +* `#18741 <https://github.com/numpy/numpy/pull/18741>`__: DOC: Emphasize distinctions between np.copy and ndarray.copy +* `#18745 <https://github.com/numpy/numpy/pull/18745>`__: CI: remove shippable CI +* `#18750 <https://github.com/numpy/numpy/pull/18750>`__: MAINT: Allow more recursion depth for scalar tests. +* `#18751 <https://github.com/numpy/numpy/pull/18751>`__: BUG: Regression #18075 | Fixing Ufunc TD generation order +* `#18753 <https://github.com/numpy/numpy/pull/18753>`__: BLD: Negative zero handling with ifort +* `#18755 <https://github.com/numpy/numpy/pull/18755>`__: MAINT: Bump sphinx from 3.5.3 to 3.5.4 +* `#18757 <https://github.com/numpy/numpy/pull/18757>`__: MAINT: Bump hypothesis from 6.8.4 to 6.9.1 +* `#18758 <https://github.com/numpy/numpy/pull/18758>`__: DOC: Update howto-docs with link to NumPy tutorials. +* `#18761 <https://github.com/numpy/numpy/pull/18761>`__: DOC: Small fixes (including formatting) for NEP 43 +* `#18765 <https://github.com/numpy/numpy/pull/18765>`__: ENH: Improve the placeholder annotations for the main numpy namespace +* `#18766 <https://github.com/numpy/numpy/pull/18766>`__: ENH, SIMD: Replace libdivide functions of signed integer division... +* `#18770 <https://github.com/numpy/numpy/pull/18770>`__: DOC: More concise "How to import NumPy" description +* `#18771 <https://github.com/numpy/numpy/pull/18771>`__: DOC: Use: from numpy.testing import ... +* `#18772 <https://github.com/numpy/numpy/pull/18772>`__: CI: Use informational mode for codecov +* `#18773 <https://github.com/numpy/numpy/pull/18773>`__: CI: Fixing typo in Azure job run +* `#18777 <https://github.com/numpy/numpy/pull/18777>`__: DOC: update random and asserts in test guidelines +* `#18778 <https://github.com/numpy/numpy/pull/18778>`__: MAINT: Relax the integer-type-constraint of `npt._ShapeLike` +* `#18779 <https://github.com/numpy/numpy/pull/18779>`__: DOC: fix spelling of "reccomended" ("recommended") +* `#18780 <https://github.com/numpy/numpy/pull/18780>`__: ENH: Improve the placeholder annotations for the main numpy namespace... +* `#18781 <https://github.com/numpy/numpy/pull/18781>`__: ENH: Add `__all__` to a number of public modules +* `#18785 <https://github.com/numpy/numpy/pull/18785>`__: DOC: change `dec.parametrize` to `pytest.mark.parametrize` +* `#18786 <https://github.com/numpy/numpy/pull/18786>`__: DOC: add note for clip() special case a_min > a_max See #18782 +* `#18787 <https://github.com/numpy/numpy/pull/18787>`__: DOC: Document newer pytest conventions +* `#18789 <https://github.com/numpy/numpy/pull/18789>`__: DEV: Pin pydata-sphinx-theme to 0.5.2. +* `#18790 <https://github.com/numpy/numpy/pull/18790>`__: CI: Use `towncrier build` explicitly +* `#18791 <https://github.com/numpy/numpy/pull/18791>`__: DOC: Fixes small things in the genfromtext docstring +* `#18792 <https://github.com/numpy/numpy/pull/18792>`__: MAINT: Use recent towncrier releases on PyPI. +* `#18795 <https://github.com/numpy/numpy/pull/18795>`__: SIMD, TEST: Workaround for misaligned stack GCC BUG ABI on WIN64 +* `#18796 <https://github.com/numpy/numpy/pull/18796>`__: DOC: Misc Numpydoc and formatting for proper parsing. +* `#18797 <https://github.com/numpy/numpy/pull/18797>`__: DOC: Update random c-api documentation +* `#18799 <https://github.com/numpy/numpy/pull/18799>`__: MAINT: Improve the placeholder annotations for the main numpy... +* `#18800 <https://github.com/numpy/numpy/pull/18800>`__: MAINT: Relax miscellaneous integer-type constraints +* `#18801 <https://github.com/numpy/numpy/pull/18801>`__: DOC: fix typo in frexp docstring +* `#18802 <https://github.com/numpy/numpy/pull/18802>`__: DOC: Improve random.choice() documentation +* `#18805 <https://github.com/numpy/numpy/pull/18805>`__: NEP: propose new nep for allocator policies +* `#18806 <https://github.com/numpy/numpy/pull/18806>`__: MAINT: Bump hypothesis from 6.9.1 to 6.10.0 +* `#18807 <https://github.com/numpy/numpy/pull/18807>`__: MAINT: Bump cython from 0.29.22 to 0.29.23 +* `#18809 <https://github.com/numpy/numpy/pull/18809>`__: MAINT: runtests help text cleanup +* `#18812 <https://github.com/numpy/numpy/pull/18812>`__: DOC: Document howto build documentation in a virtual environment +* `#18813 <https://github.com/numpy/numpy/pull/18813>`__: BUG: Initialize the full nditer buffer in case of error +* `#18818 <https://github.com/numpy/numpy/pull/18818>`__: ENH: Add annotations for 4 objects in `np.core.numerictypes` +* `#18820 <https://github.com/numpy/numpy/pull/18820>`__: MAINT: Remove incorrect inline +* `#18822 <https://github.com/numpy/numpy/pull/18822>`__: DEV: general Gitpod enhancements +* `#18823 <https://github.com/numpy/numpy/pull/18823>`__: MAINT: Minor fix to add reference link to numpy.fill_diagonal... +* `#18825 <https://github.com/numpy/numpy/pull/18825>`__: MAINT: Update README.md +* `#18831 <https://github.com/numpy/numpy/pull/18831>`__: BUG: Prevent nan being used in percentile +* `#18834 <https://github.com/numpy/numpy/pull/18834>`__: DOC: Fix typo in random docs +* `#18836 <https://github.com/numpy/numpy/pull/18836>`__: MAINT: Generalize and shorten the ufunc "trivially iterable"... +* `#18837 <https://github.com/numpy/numpy/pull/18837>`__: ENH, SIMD: Add support for dispatching C++ sources +* `#18839 <https://github.com/numpy/numpy/pull/18839>`__: DOC: Add Gitpod development documentation +* `#18841 <https://github.com/numpy/numpy/pull/18841>`__: DOC: Add favicon +* `#18842 <https://github.com/numpy/numpy/pull/18842>`__: ENH: Improve the placeholder annotations within sub-modules +* `#18843 <https://github.com/numpy/numpy/pull/18843>`__: DOC: Clarify isreal docstring +* `#18845 <https://github.com/numpy/numpy/pull/18845>`__: DOC: Move Sphinx numpy target in reference index. +* `#18851 <https://github.com/numpy/numpy/pull/18851>`__: MAINT: Disable pip version check for azure lint check. +* `#18853 <https://github.com/numpy/numpy/pull/18853>`__: ENH: Improve the placeholder annotations within sub-modules (part... +* `#18855 <https://github.com/numpy/numpy/pull/18855>`__: STY: change CRLF line terminators to Unix +* `#18856 <https://github.com/numpy/numpy/pull/18856>`__: MAINT: Fix the typo "implment" +* `#18862 <https://github.com/numpy/numpy/pull/18862>`__: TST: Skip f2py TestSharedMemory for LONGDOUBLE on macos/arm64 +* `#18863 <https://github.com/numpy/numpy/pull/18863>`__: ENH: Add max values comparison for floating point +* `#18864 <https://github.com/numpy/numpy/pull/18864>`__: MAINT: Remove dead codepath in generalized ufuncs +* `#18868 <https://github.com/numpy/numpy/pull/18868>`__: Upgrade to GitHub-native Dependabot +* `#18869 <https://github.com/numpy/numpy/pull/18869>`__: MAINT: Fix azure linter problems with pip 21.1 +* `#18871 <https://github.com/numpy/numpy/pull/18871>`__: MAINT: Bump hypothesis from 6.10.0 to 6.10.1 +* `#18874 <https://github.com/numpy/numpy/pull/18874>`__: BLD, ENH: Enable Accelerate Framework +* `#18877 <https://github.com/numpy/numpy/pull/18877>`__: MAINT: Update PyPy version used by CI +* `#18880 <https://github.com/numpy/numpy/pull/18880>`__: API: Ensure that casting does not affect ufunc loop +* `#18882 <https://github.com/numpy/numpy/pull/18882>`__: ENH: Add min values comparison for floating point +* `#18885 <https://github.com/numpy/numpy/pull/18885>`__: MAINT: Remove unsafe unions and ABCs from return-annotations +* `#18889 <https://github.com/numpy/numpy/pull/18889>`__: ENH: Add SIMD operations for min and max value comparision +* `#18890 <https://github.com/numpy/numpy/pull/18890>`__: MAINT: ssize_t -> Py_ssize_t and other fixes for Python v3.10.0 +* `#18891 <https://github.com/numpy/numpy/pull/18891>`__: MAINT: Bump typing-extensions from 3.7.4.3 to 3.10.0.0 +* `#18893 <https://github.com/numpy/numpy/pull/18893>`__: DOC: Add a set of standard replies. +* `#18895 <https://github.com/numpy/numpy/pull/18895>`__: DOC: Improve cumsum documentation +* `#18896 <https://github.com/numpy/numpy/pull/18896>`__: MAINT: Explicitly mark text files in .gitattributes. +* `#18897 <https://github.com/numpy/numpy/pull/18897>`__: MAINT: Add ".csv" some data file names. +* `#18899 <https://github.com/numpy/numpy/pull/18899>`__: BLD, BUG: Fix compiler optimization log AttributeError +* `#18900 <https://github.com/numpy/numpy/pull/18900>`__: BLD: remove unnecessary flag `-faltivec` on macOS +* `#18903 <https://github.com/numpy/numpy/pull/18903>`__: MAINT, CI: treats _SIMD module build warnings as errors through... +* `#18906 <https://github.com/numpy/numpy/pull/18906>`__: ENH: Add PCG64DXSM BitGenerator +* `#18908 <https://github.com/numpy/numpy/pull/18908>`__: MAINT: Adjust NumPy float hashing to Python's slightly changed... +* `#18909 <https://github.com/numpy/numpy/pull/18909>`__: ENH: Improve the placeholder annotations within sub-modules (part... +* `#18910 <https://github.com/numpy/numpy/pull/18910>`__: BUG : for MINGW, threads.h existence test requires GLIBC > 2.12 +* `#18911 <https://github.com/numpy/numpy/pull/18911>`__: BLD, BUG: Fix bdist_wheel duplicate building +* `#18912 <https://github.com/numpy/numpy/pull/18912>`__: CI: fix the GitHub Actions trigger in docker.yml +* `#18918 <https://github.com/numpy/numpy/pull/18918>`__: DOC: fix documentation of cloning over ssh +* `#18919 <https://github.com/numpy/numpy/pull/18919>`__: ENH: Add placeholder annotations for two missing `np.testing`... +* `#18920 <https://github.com/numpy/numpy/pull/18920>`__: BUG: Report underflow condition in AVX implementation of np.exp +* `#18927 <https://github.com/numpy/numpy/pull/18927>`__: NEP: add mailing list thread, fixes from review +* `#18930 <https://github.com/numpy/numpy/pull/18930>`__: BUG: Make changelog recognize ``gh-`` as a PR number prefix. +* `#18931 <https://github.com/numpy/numpy/pull/18931>`__: BUG: Fix refcounting in string-promotion deprecation code path +* `#18933 <https://github.com/numpy/numpy/pull/18933>`__: BUG: Fix underflow error in AVX512 implementation of ufunc exp/f64 +* `#18934 <https://github.com/numpy/numpy/pull/18934>`__: DOC: Add a release note for the improved placeholder annotations +* `#18935 <https://github.com/numpy/numpy/pull/18935>`__: API: Add `npt.NDArray`, a runtime-subscriptable alias for `np.ndarray` +* `#18936 <https://github.com/numpy/numpy/pull/18936>`__: DOC: Update performance for new PRNG +* `#18940 <https://github.com/numpy/numpy/pull/18940>`__: ENH: manually inline PCG64DXSM code for performance. +* `#18943 <https://github.com/numpy/numpy/pull/18943>`__: TST: xfail `TestCond.test_nan` unconditionally +* `#18944 <https://github.com/numpy/numpy/pull/18944>`__: ENH: Add annotations for `np.lib.utils` +* `#18954 <https://github.com/numpy/numpy/pull/18954>`__: DOC: Update beginners docu for sum function with axis +* `#18955 <https://github.com/numpy/numpy/pull/18955>`__: DOC: add an extra example in runtests.py help test +* `#18956 <https://github.com/numpy/numpy/pull/18956>`__: DOC: change copyright SciPy to NumPy +* `#18957 <https://github.com/numpy/numpy/pull/18957>`__: DOC: Improve datetime64 docs. +* `#18958 <https://github.com/numpy/numpy/pull/18958>`__: MAINT: Do not use deprecated ``mktemp()`` +* `#18959 <https://github.com/numpy/numpy/pull/18959>`__: DOC: improve numpy.histogram2d() documentation +* `#18960 <https://github.com/numpy/numpy/pull/18960>`__: BUG: fixed ma.average ignoring masked weights +* `#18961 <https://github.com/numpy/numpy/pull/18961>`__: DOC: add note and examples to `isrealobj` docstring +* `#18962 <https://github.com/numpy/numpy/pull/18962>`__: DOC: Update a page title with proper case +* `#18963 <https://github.com/numpy/numpy/pull/18963>`__: DEP: remove PolyBase from np.polynomial.polyutils +* `#18965 <https://github.com/numpy/numpy/pull/18965>`__: DOC: Improve description of array scalar in glossary +* `#18967 <https://github.com/numpy/numpy/pull/18967>`__: BUG: fix np.ma.masked_where(copy=False) when input has no mask +* `#18970 <https://github.com/numpy/numpy/pull/18970>`__: MAINT, SIMD: Hardened the AVX compile-time tests +* `#18972 <https://github.com/numpy/numpy/pull/18972>`__: ENH: Include co-authors in changelog. +* `#18973 <https://github.com/numpy/numpy/pull/18973>`__: MAINT: Bump sphinx from 3.5.4 to 4.0.0 +* `#18974 <https://github.com/numpy/numpy/pull/18974>`__: MAINT: Bump hypothesis from 6.10.1 to 6.12.0 +* `#18976 <https://github.com/numpy/numpy/pull/18976>`__: MAINT: Bump pytest from 6.2.3 to 6.2.4 +* `#18980 <https://github.com/numpy/numpy/pull/18980>`__: DOC: Gitpod documentation enhancements +* `#18982 <https://github.com/numpy/numpy/pull/18982>`__: MAINT: Cleanup tools/changelog.py +* `#18983 <https://github.com/numpy/numpy/pull/18983>`__: REL: Update main after 1.20.3 release. +* `#18985 <https://github.com/numpy/numpy/pull/18985>`__: MAINT: Remove usage of the PEP 604 pipe operator +* `#18987 <https://github.com/numpy/numpy/pull/18987>`__: BUG: Update coordinates in PyArray_ITER_GOTO1D +* `#18989 <https://github.com/numpy/numpy/pull/18989>`__: BUG: fix potential buffer overflow(#18939) +* `#18990 <https://github.com/numpy/numpy/pull/18990>`__: ENH: Add annotations for `np.lib.NumpyVersion` +* `#18996 <https://github.com/numpy/numpy/pull/18996>`__: MAINT: Remove warning when checking AVX512f on MSVC +* `#18998 <https://github.com/numpy/numpy/pull/18998>`__: ENH: Improve annotations of the `item`, `tolist`, `take` and... +* `#18999 <https://github.com/numpy/numpy/pull/18999>`__: DEP: Ensure the string promotion FutureWarning is raised +* `#19001 <https://github.com/numpy/numpy/pull/19001>`__: DEP: Deprecate error clearing for special method in array-coercion +* `#19002 <https://github.com/numpy/numpy/pull/19002>`__: ENH: Add annotations for `np.broadcast` and `np.DataSource` +* `#19005 <https://github.com/numpy/numpy/pull/19005>`__: ENH: Add dtype-support to 11 `ndarray` / `generic` methods +* `#19007 <https://github.com/numpy/numpy/pull/19007>`__: BUG: fix potential use of null pointer in nditer buffers +* `#19008 <https://github.com/numpy/numpy/pull/19008>`__: BUG: fix variable misprint in multiarray test code +* `#19009 <https://github.com/numpy/numpy/pull/19009>`__: BUG: fix variable misprint checking wrong variable in umath tests +* `#19011 <https://github.com/numpy/numpy/pull/19011>`__: BUG: fix ValueError in PyArray_Std on win_amd64 +* `#19012 <https://github.com/numpy/numpy/pull/19012>`__: MAINT: Small cleanups in `PyArray_NewFromDescr_int` +* `#19014 <https://github.com/numpy/numpy/pull/19014>`__: Revert "BUG: Update coordinates in PyArray_ITER_GOTO1D" +* `#19018 <https://github.com/numpy/numpy/pull/19018>`__: DOC: "NumPy" <- "numpy" in NumPy Fundamentals - Indexing +* `#19021 <https://github.com/numpy/numpy/pull/19021>`__: DOC: Add comment for ifdef macro guard +* `#19024 <https://github.com/numpy/numpy/pull/19024>`__: MAINT: Bump pytest-cov from 2.11.1 to 2.12.0 +* `#19025 <https://github.com/numpy/numpy/pull/19025>`__: MAINT: Bump sphinx from 4.0.0 to 4.0.1 +* `#19026 <https://github.com/numpy/numpy/pull/19026>`__: DOC: Clarify minimum numpy version needed to use random c-api +* `#19029 <https://github.com/numpy/numpy/pull/19029>`__: ENH: Improve the annotations of `np.core._internal` +* `#19031 <https://github.com/numpy/numpy/pull/19031>`__: DEP: Deprecate 4 `ndarray.ctypes` methods +* `#19035 <https://github.com/numpy/numpy/pull/19035>`__: MAINT: Python3 classes do not need to inherit from object +* `#19037 <https://github.com/numpy/numpy/pull/19037>`__: BUG: do not use PyLong_FromLong for intp +* `#19041 <https://github.com/numpy/numpy/pull/19041>`__: DOC: Improve trapz docstring +* `#19043 <https://github.com/numpy/numpy/pull/19043>`__: DOC: Fix typo in release notes for v1.21 +* `#19046 <https://github.com/numpy/numpy/pull/19046>`__: BUG, SIMD: Fix unexpected result of uint8 division on X86 +* `#19047 <https://github.com/numpy/numpy/pull/19047>`__: BUG, SIMD: Fix NumPy build on ppc64le(IBM/Power) for old versions... +* `#19048 <https://github.com/numpy/numpy/pull/19048>`__: BUG: Fix duplicate variable names in compiler check for AVX512_SKX +* `#19049 <https://github.com/numpy/numpy/pull/19049>`__: BLD,API: (distutils) Force strict floating point error model... +* `#19052 <https://github.com/numpy/numpy/pull/19052>`__: ENH: Improve the `np.ufunc` annotations +* `#19055 <https://github.com/numpy/numpy/pull/19055>`__: DOC: Forward port missing 1.18.5 release note. +* `#19063 <https://github.com/numpy/numpy/pull/19063>`__: ENH: Stubs for array_equal appear out of date. +* `#19066 <https://github.com/numpy/numpy/pull/19066>`__: BUG: Fixed an issue wherein `nanmedian` could return an array... +* `#19068 <https://github.com/numpy/numpy/pull/19068>`__: MAINT: Update mailmap +* `#19073 <https://github.com/numpy/numpy/pull/19073>`__: REL: Prepare 1.21.0 release +* `#19074 <https://github.com/numpy/numpy/pull/19074>`__: BUG: Fix compile-time test of POPCNT +* `#19075 <https://github.com/numpy/numpy/pull/19075>`__: BUG: Fix test_numpy_version. +* `#19094 <https://github.com/numpy/numpy/pull/19094>`__: BUG: Fixed an issue wherein `_GenericAlias.__getitem__` would... +* `#19100 <https://github.com/numpy/numpy/pull/19100>`__: BUG: Linter should only run on pull requests. +* `#19120 <https://github.com/numpy/numpy/pull/19120>`__: BUG: Fix setup.py to work in maintenance branches. +* `#19144 <https://github.com/numpy/numpy/pull/19144>`__: BUG: expose short_version as previously in version.py +* `#19175 <https://github.com/numpy/numpy/pull/19175>`__: API: Delay string and number promotion deprecation/future warning +* `#19178 <https://github.com/numpy/numpy/pull/19178>`__: BUG, SIMD: Fix detect host/native CPU features on ICC at compile-time +* `#19180 <https://github.com/numpy/numpy/pull/19180>`__: BUG: Add -std=c99 to intel icc compiler flags on linux +* `#19193 <https://github.com/numpy/numpy/pull/19193>`__: NEP: Accept NEP 35 as final +* `#19194 <https://github.com/numpy/numpy/pull/19194>`__: MAINT, BUG: Adapt `castingimpl.casting` to denote a minimal level +* `#19197 <https://github.com/numpy/numpy/pull/19197>`__: REL: Prepare for NumPy 1.20.0rc2 release. +* `#19213 <https://github.com/numpy/numpy/pull/19213>`__: MAINT: Add annotations for the missing `period` parameter to... +* `#19219 <https://github.com/numpy/numpy/pull/19219>`__: MAINT: Add `complex` as allowed type for the `np.complexfloating`... +* `#19233 <https://github.com/numpy/numpy/pull/19233>`__: TST: Ignore exp FP exceptions test for glibc ver < 2.17 +* `#19238 <https://github.com/numpy/numpy/pull/19238>`__: MAINT: replace imgmath with mathjax for docs +* `#19239 <https://github.com/numpy/numpy/pull/19239>`__: BUG: Fix out-of-bounds access in convert_datetime_divisor_to_multiple +* `#19240 <https://github.com/numpy/numpy/pull/19240>`__: ENH: Support major version larger than 9 in NumpyVersion +* `#19268 <https://github.com/numpy/numpy/pull/19268>`__: DOC: fix duplicate navbar in development documentation index +* `#19269 <https://github.com/numpy/numpy/pull/19269>`__: BUG: Invalid dtypes comparison should not raise TypeError +* `#19280 <https://github.com/numpy/numpy/pull/19280>`__: BUG: Add missing DECREF in new path +* `#19283 <https://github.com/numpy/numpy/pull/19283>`__: REL: Prepare for 1.21.0 release diff --git a/doc/source/release/1.21.0-notes.rst b/doc/source/release/1.21.0-notes.rst index c0d283b72..270cc32de 100644 --- a/doc/source/release/1.21.0-notes.rst +++ b/doc/source/release/1.21.0-notes.rst @@ -3,6 +3,29 @@ ========================== NumPy 1.21.0 Release Notes ========================== +The NumPy 1.21.0 release 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. + +In addition there are the usual large number of bug fixes and other improvements. + +The Python versions supported for this release are 3.7-3.9. Official support +for Python 3.10 will be added when it is released. + +.. warning:: + There are unresolved problems compiling NumPy 1.20.0 with gcc-11.1. + + * Optimization level `-O3` results in many incorrect warnings when + running the tests. + * On some hardware NumPY will hang in an infinite loop. + + + New functions @@ -13,14 +36,14 @@ New functions Add `PCG64DXSM` `BitGenerator` ------------------------------ -Uses of the `PCG64` `BitGenerator` in a massively-parallel context have been +Uses of the ``PCG64`` ``BitGenerator`` in a massively-parallel context have been shown to have statistical weaknesses that were not apparent at the first release in numpy 1.17. Most users will never observe this weakness and are -safe to continue to use `PCG64`. We have introduced a new `PCG64DXSM` -`BitGenerator` that will eventually become the new default `BitGenerator` -implementation used by `default_rng` in future releases. `PCG64DXSM` solves +safe to continue to use ``PCG64``. We have introduced a new ``PCG64DXSM`` +``BitGenerator`` that will eventually become the new default ``BitGenerator`` +implementation used by ``default_rng`` in future releases. ``PCG64DXSM`` solves the statistical weakness while preserving the performance and the features of -`PCG64`. +``PCG64``. See :ref:`upgrading-pcg64` for more details. @@ -29,13 +52,53 @@ See :ref:`upgrading-pcg64` for more details. (`gh-18906 <https://github.com/numpy/numpy/pull/18906>`__) +Expired deprecations +==================== + +* The ``shape`` argument `~numpy.unravel_index` cannot be passed + as ``dims`` keyword argument anymore. (Was deprecated in NumPy 1.16.) + + (`gh-17900 <https://github.com/numpy/numpy/pull/17900>`__) + +* The function ``PyUFunc_GenericFunction`` has been disabled. + It was deprecated in NumPy 1.19. Users should call the ufunc + directly using the Python API. + + (`gh-18697 <https://github.com/numpy/numpy/pull/18697>`__) + +* The function ``PyUFunc_SetUsesArraysAsData`` has been disabled. + It was deprecated in NumPy 1.19. + + (`gh-18697 <https://github.com/numpy/numpy/pull/18697>`__) + +* The class ``PolyBase`` has been removed (deprecated in numpy 1.9.0). Please + use the abstract ``ABCPolyBase`` class instead. + + (`gh-18963 <https://github.com/numpy/numpy/pull/18963>`__) + +* The unused ``PolyError`` and ``PolyDomainError`` exceptions are + removed. + + (`gh-18963 <https://github.com/numpy/numpy/pull/18963>`__) + + Deprecations ============ -Inexact matches for `numpy.convolve` and `numpy.correlate` are deprecated -------------------------------------------------------------------------- +The ``.dtype`` attribute must return a ``dtype`` +------------------------------------------------ -`numpy.convolve` and `numpy.correlate` now emits a warning when there are case +A ``DeprecationWarning`` is now given if the ``.dtype`` attribute +of an object passed into ``np.dtype`` or as a ``dtype=obj`` argument +is not a dtype. NumPy will stop attempting to recursively coerce the +result of ``.dtype``. + +(`gh-13578 <https://github.com/numpy/numpy/pull/13578>`__) + +Inexact matches for ``numpy.convolve`` and ``numpy.correlate`` are deprecated +----------------------------------------------------------------------------- + +`~numpy.convolve` and `~numpy.correlate` now emit a warning when there are case insensitive and/or inexact matches found for ``mode`` argument in the functions. Pass full ``"same"``, ``"valid"``, ``"full"`` strings instead of ``"s"``, ``"v"``, ``"f"`` for the ``mode`` argument. @@ -63,8 +126,8 @@ to raise an ``AttributeError``. (`gh-19001 <https://github.com/numpy/numpy/pull/19001>`__) -Four `ndarray.ctypes` methods have been deprecated --------------------------------------------------- +Four ``ndarray.ctypes`` methods have been deprecated +---------------------------------------------------- Four methods of the `ndarray.ctypes` object have been deprecated, as they are (undocumentated) implementation artifacts of their respective properties. @@ -79,9 +142,6 @@ The methods in question are: (`gh-19031 <https://github.com/numpy/numpy/pull/19031>`__) -Future Changes -============== - Expired deprecations ==================== @@ -93,6 +153,9 @@ Expired deprecations * The function ``PyUFunc_GenericFunction`` has been disabled. It was deprecated in NumPy 1.19. Users should call the ufunc directly using the Python API. + + (`gh-18697 <https://github.com/numpy/numpy/pull/18697>`__) + * The function ``PyUFunc_SetUsesArraysAsData`` has been disabled. It was deprecated in NumPy 1.19. @@ -115,35 +178,31 @@ Compatibility notes Error type changes in universal functions ----------------------------------------- -The universal functions may now raise different errors -on invalid input in some cases. -The main changes should be that a ``RuntimeError`` was -replaced with a more fitting ``TypeError``. -When multiple errors were present in the same call, -NumPy may now raise a different one. +The universal functions may now raise different errors on invalid input in some +cases. The main changes should be that a ``RuntimeError`` was replaced with a +more fitting ``TypeError``. When multiple errors were present in the same +call, NumPy may now raise a different one. +(`gh-15271 <https://github.com/numpy/numpy/pull/15271>`__) ``__array_ufunc__`` argument validation --------------------------------------- -NumPy will now partially validate arguments before calling -``__array_ufunc__``. Previously, it was possible to pass -on invalid arguments (such as a non-existing keyword -argument) when dispatch was known to occur. +NumPy will now partially validate arguments before calling ``__array_ufunc__``. +Previously, it was possible to pass on invalid arguments (such as a +non-existing keyword argument) when dispatch was known to occur. +(`gh-15271 <https://github.com/numpy/numpy/pull/15271>`__) ``__array_ufunc__`` and additional positional arguments ------------------------------------------------------- Previously, all positionally passed arguments were checked for -``__array_ufunc__`` support. In the case of ``reduce``, -``accumulate``, and ``reduceat`` all arguments may be passed by -position. This means that when they were passed by -position, they could previously have been asked to handle -the ufunc call via ``__array_ufunc__``. -Since this depended on the way the arguments were passed -(by position or by keyword), NumPy will now only dispatch -on the input and output array. -For example, NumPy will never dispatch on the ``where`` array -in a reduction such as ``np.add.reduce``. +``__array_ufunc__`` support. In the case of ``reduce``, ``accumulate``, and +``reduceat`` all arguments may be passed by position. This means that when +they were passed by position, they could previously have been asked to handle +the ufunc call via ``__array_ufunc__``. Since this depended on the way the +arguments were passed (by position or by keyword), NumPy will now only dispatch +on the input and output array. For example, NumPy will never dispatch on the +``where`` array in a reduction such as ``np.add.reduce``. (`gh-15271 <https://github.com/numpy/numpy/pull/15271>`__) @@ -186,6 +245,7 @@ Since comparisons normally only return boolean arrays, providing any other dtype will always raise an error in the future and give a ``DeprecationWarning`` now. +(`gh-18718 <https://github.com/numpy/numpy/pull/18718>`__) Changes to ``dtype`` and ``signature`` arguments in ufuncs ---------------------------------------------------------- @@ -279,17 +339,15 @@ C API changes Use of ``ufunc->type_resolver`` and "type tuple" ------------------------------------------------ -NumPy now normalizes the "type tuple" argument to the -type resolver functions before calling it. Note that in -the use of this type resolver is legacy behaviour and NumPy -will not do so when possible. -Calling ``ufunc->type_resolver`` or ``PyUFunc_DefaultTypeResolver`` -is strongly discouraged and will now enforce a normalized -type tuple if done. -Note that this does not affect providing a type resolver, which -is expected to keep working in most circumstances. -If you have an unexpected use-case for calling the type resolver, -please inform the NumPy developers so that a solution can be found. +NumPy now normalizes the "type tuple" argument to the type resolver functions +before calling it. Note that in the use of this type resolver is legacy +behaviour and NumPy will not do so when possible. Calling +``ufunc->type_resolver`` or ``PyUFunc_DefaultTypeResolver`` is strongly +discouraged and will now enforce a normalized type tuple if done. Note that +this does not affect providing a type resolver, which is expected to keep +working in most circumstances. If you have an unexpected use-case for calling +the type resolver, please inform the NumPy developers so that a solution can be +found. (`gh-18718 <https://github.com/numpy/numpy/pull/18718>`__) @@ -297,9 +355,8 @@ please inform the NumPy developers so that a solution can be found. New Features ============ -Added a mypy plugin for handling platform-specific `numpy.number` precisions ----------------------------------------------------------------------------- - +Added a mypy plugin for handling platform-specific ``numpy.number`` precisions +------------------------------------------------------------------------------ A mypy_ plugin is now available for automatically assigning the (platform-dependent) precisions of certain `~numpy.number` subclasses, including the likes of `~numpy.int_`, `~numpy.intp` and `~numpy.longlong`. See the documentation on @@ -322,9 +379,8 @@ To enable the plugin, one must add it to their mypy `configuration file`_: (`gh-17843 <https://github.com/numpy/numpy/pull/17843>`__) -Let the mypy plugin manage extended-precision `numpy.number` subclasses ------------------------------------------------------------------------ - +Let the mypy plugin manage extended-precision ``numpy.number`` subclasses +------------------------------------------------------------------------- The mypy_ plugin, introduced in `numpy/numpy#17843`_, has been expanded: the plugin now removes annotations for platform-specific extended-precision types that are not available to the platform in question. @@ -350,9 +406,9 @@ To enable the plugin, one must add it to their mypy `configuration file`_: New ``min_digits`` argument for printing float values ----------------------------------------------------- A new ``min_digits`` argument has been added to the dragon4 float printing -functions `np.format_float_positional` and `np.format_float_scientific` . This -kwd guarantees that at least the given number of digits will be printed when -printing in unique=True mode, even if the extra digits are unnecessary to +functions `~numpy.format_float_positional` and `~numpy.format_float_scientific` +. This kwd guarantees that at least the given number of digits will be printed +when printing in unique=True mode, even if the extra digits are unnecessary to uniquely specify the value. It is the counterpart to the precision argument which sets the maximum number of digits to be printed. When unique=False in fixed precision mode, it has no effect and the precision argument fixes the @@ -362,7 +418,7 @@ number of digits. f2py now recognizes Fortran abstract interface blocks ----------------------------------------------------- -`np.f2py` can now parse abstract interface blocks. +`~numpy.f2py` can now parse abstract interface blocks. (`gh-18695 <https://github.com/numpy/numpy/pull/18695>`__) @@ -381,9 +437,9 @@ variable content to the link flags. (`gh-18737 <https://github.com/numpy/numpy/pull/18737>`__) -A runtime-subcriptable alias has been added for `ndarray` ---------------------------------------------------------- -`numpy.typing.NDArray` has been added, a runtime-subscriptable alias for +A runtime-subcriptable alias has been added for ``ndarray`` +----------------------------------------------------------- +``numpy.typing.NDArray`` has been added, a runtime-subscriptable alias for ``np.ndarray[Any, np.dtype[~Scalar]]``. The new type alias can be used for annotating arrays with a given dtype and unspecified shape. :sup:`1` @@ -416,8 +472,8 @@ Examples Improvements ============ -Arbitrary ``period`` option for `numpy.unwrap` ----------------------------------------------- +Arbitrary ``period`` option for ``numpy.unwrap`` +------------------------------------------------ The size of the interval over which phases are unwrapped is no longer restricted to ``2 * pi``. This is especially useful for unwrapping degrees, but can also be used for other intervals. @@ -472,16 +528,15 @@ function definitions, classes or other miscellaneous objects. (`gh-18934 <https://github.com/numpy/numpy/pull/18934>`__) -Performance improvements and changes -==================================== +Performance improvements +======================== Improved performance in integer division of NumPy arrays -------------------------------------------------------- -Integer division of NumPy arrays now uses `libdivide <https://libdivide.com/>` -when the divisor is a constant. With the usage of libdivide and -other minor optimizations, there is a large speedup. -The ``//`` operator and ``np.floor_divide`` makes use -of the new changes. +Integer division of NumPy arrays now uses +`libdivide <https://libdivide.com/>`__ when the divisor is a constant. With the +usage of libdivide and other minor optimizations, there is a large speedup. +The ``//`` operator and ``np.floor_divide`` makes use of the new changes. (`gh-17727 <https://github.com/numpy/numpy/pull/17727>`__) @@ -490,7 +545,7 @@ Improve performance of ``np.save`` and ``np.load`` for small arrays ``np.save`` is now a lot faster for small arrays. ``np.load`` is also faster for small arrays, -but only when serializing with a version >= `(3, 0)`. +but only when serializing with a version >= ``(3, 0)``. Both are done by removing checks that are only relevant for Python 2, while still maintaining compatibility with arrays @@ -504,7 +559,7 @@ Changes `numpy.piecewise` output class now matches the input class ---------------------------------------------------------- -When `numpy.ndarray` subclasses are used on input to `numpy.piecewise`, +When `~numpy.ndarray` subclasses are used on input to `~numpy.piecewise`, they are passed on to the functions. The output will now be of the same subclass as well. @@ -512,22 +567,13 @@ same subclass as well. Enable Accelerate Framework ---------------------------- -With the release of macOS 11.3, several different issues that -numpy was encountering when using Accelerate Framework's -implementation of BLAS and LAPACK should be resolved. This -change enables the Accelerate Framework as an option on macOS. -If additional issues are found, please file a bug report -against Accelerate using the developer feedback assistant -tool (https://developer.apple.com/bug-reporting/). We -intend to address issues promptly and plan to continue -supporting and updating our BLAS and LAPACK libraries. +With the release of macOS 11.3, several different issues that numpy was +encountering when using Accelerate Framework's implementation of BLAS and +LAPACK should be resolved. This change enables the Accelerate Framework as an +option on macOS. If additional issues are found, please file a bug report +against Accelerate using the developer feedback assistant tool +(https://developer.apple.com/bug-reporting/). We intend to address issues +promptly and plan to continue supporting and updating our BLAS and LAPACK +libraries. (`gh-18874 <https://github.com/numpy/numpy/pull/18874>`__) - - -.. currentmodule:: numpy - -========================== -NumPy 1.21.0 Release Notes -========================== - |