
Contributors
============

A total of 126 people contributed to this release.  People with a "+" by their
names contributed a patch for the first time.

* Alex Henrie
* Alexandre de Siqueira +
* Andras Deak
* Andrea Sangalli +
* Andreas Klöckner +
* Andrei Shirobokov +
* Anirudh Subramanian +
* Anne Bonner
* Anton Ritter-Gogerly +
* Benjamin Trendelkamp-Schroer +
* Bharat Raghunathan
* Brandt Bucher +
* Brian Wignall
* Bui Duc Minh +
* Changqing Li +
* Charles Harris
* Chris Barker
* Chris Holland +
* Christian Kastner +
* Chunlin +
* Chunlin Fang +
* Damien Caliste +
* Dan Allan
* Daniel Hrisca
* Daniel Povey +
* Dustan Levenstein +
* Emmanuelle Gouillart +
* Eric Larson
* Eric M. Bray
* Eric Mariasis +
* Eric Wieser
* Erik Welch +
* Fabio Zeiser +
* Gabriel Gerlero +
* Ganesh Kathiresan +
* Gengxin Xie +
* Guilherme Leobas
* Guillaume Peillex +
* Hameer Abbasi
* Hao Jin +
* Harshal Prakash Patankar +
* Heshy Roskes +
* Himanshu Garg +
* Huon Wilson +
* John Han +
* John Kirkham
* Jon Dufresne
* Jon Morris +
* Josh Wilson
* Justus Magin
* Kai Striega
* Kerem Hallaç +
* Kevin Sheppard
* Kirill Zinovjev +
* Marcin Podhajski +
* Mark Harfouche
* Marten van Kerkwijk
* Martin Michlmayr +
* Masashi Kishimoto +
* Mathieu Lamarre
* Matt Hancock +
* MatteoRaso +
* Matthew Harrigan
* Matthias Bussonnier
* Matti Picus
* Max Balandat +
* Maximilian Konrad +
* Maxwell Aladago
* Maxwell Bileschi +
* Melissa Weber Mendonça +
* Michael Felt
* Michael Hirsch +
* Mike Taves
* Nico Schlömer
* Pan Jan +
* Paul Rougieux +
* Pauli Virtanen
* Peter Andreas Entschev
* Petre-Flaviu Gostin +
* Pierre de Buyl
* Piotr Gaiński +
* Przemyslaw Bartosik +
* Raghuveer Devulapalli
* Rakesh Vasudevan +
* Ralf Gommers
* RenaRuirui +
* Robert Kern
* Roman Yurchak
* Ross Barnowski +
* Ryan +
* Ryan Soklaski
* Sanjeev Kumar +
* SanthoshBala18 +
* Sayed Adel +
* Sebastian Berg
* Seth Troisi
* Sha Liu +
* Siba Smarak Panigrahi +
* Simon Gasse +
* Stephan Hoyer
* Steve Dower +
* Thomas A Caswell
* Till Hoffmann +
* Tim Hoffmann
* Tina Oberoi +
* Tirth Patel
* Tyler Reddy
* Warren Weckesser
* Wojciech Rzadkowski +
* Xavier Thomas +
* Yilin LI +
* Zac Hatfield-Dodds +
* Zé Vinícius +
* @Adam +
* @Anthony +
* @Jim +
* @bartosz-grabowski +
* @dojafrat +
* @gamboon +
* @jfbu +
* @keremh +
* @mayeut +
* @ndunnewind +
* @nglinh +
* @shreepads +
* @sslivkoff +


Pull requests merged
====================

A total of 452 pull requests were merged for this release.

* `#8255 <https://github.com/numpy/numpy/pull/8255>`__: ENH: add identity kwarg to frompyfunc
* `#12646 <https://github.com/numpy/numpy/pull/12646>`__: TST: check exception details in refguide_check.py
* `#13421 <https://github.com/numpy/numpy/pull/13421>`__: ENH: improve runtime detection of CPU features
* `#14326 <https://github.com/numpy/numpy/pull/14326>`__: TST: Add assert_array_equal test for big integer arrays.
* `#14376 <https://github.com/numpy/numpy/pull/14376>`__: MAINT: Remove unnecessary 'from __future__ import ...' statements
* `#14530 <https://github.com/numpy/numpy/pull/14530>`__: MAINT: Fix typos and copy edit NEP-0030.
* `#14546 <https://github.com/numpy/numpy/pull/14546>`__: DOC: NumPy for absolute beginners tutorial
* `#14715 <https://github.com/numpy/numpy/pull/14715>`__: NEP: Proposal for array creation dispatching with `__array_function__`
* `#14867 <https://github.com/numpy/numpy/pull/14867>`__: ENH: Use AVX-512F for np.maximum and np.minimum
* `#14924 <https://github.com/numpy/numpy/pull/14924>`__: BUG: Fix numpy.random.dirichlet returns NaN for small 'alpha'...
* `#14933 <https://github.com/numpy/numpy/pull/14933>`__: API: Use `ResultType` in `PyArray_ConvertToCommonType`
* `#14942 <https://github.com/numpy/numpy/pull/14942>`__: MAINT,API: ignore and NULL fasttake/fastputmask ArrFuncs slots
* `#14981 <https://github.com/numpy/numpy/pull/14981>`__: BUG: Make ``ediff1d`` kwarg casting consistent
* `#14988 <https://github.com/numpy/numpy/pull/14988>`__: DOC: linalg: Include information about scipy.linalg.
* `#14995 <https://github.com/numpy/numpy/pull/14995>`__: BUG: Use ``__array__`` during dimension discovery
* `#15011 <https://github.com/numpy/numpy/pull/15011>`__: MAINT: cleanup compat.py3k.py
* `#15022 <https://github.com/numpy/numpy/pull/15022>`__: ENH: f2py: improve error messages
* `#15028 <https://github.com/numpy/numpy/pull/15028>`__: [DOC] LaTeX: fix preamble (closes #15026)
* `#15035 <https://github.com/numpy/numpy/pull/15035>`__: BUG: add endfunction, endsubroutine to valid fortran end words
* `#15040 <https://github.com/numpy/numpy/pull/15040>`__: TST: Add test for object method (and general unary) loops
* `#15042 <https://github.com/numpy/numpy/pull/15042>`__: REL: Update master after 1.18.x branch.
* `#15043 <https://github.com/numpy/numpy/pull/15043>`__: DOC: Update HOWTO_RELEASE.rst.txt
* `#15046 <https://github.com/numpy/numpy/pull/15046>`__: API, DOC: change names to multivariate_hypergeometric, improve...
* `#15050 <https://github.com/numpy/numpy/pull/15050>`__: DOC: Fix statement about norms
* `#15052 <https://github.com/numpy/numpy/pull/15052>`__: MAINT: follow-up cleanup for blas64 PR
* `#15054 <https://github.com/numpy/numpy/pull/15054>`__: DOC: add docstrings to refguide-check
* `#15066 <https://github.com/numpy/numpy/pull/15066>`__: Revert "DEP: issue deprecation warning when creating ragged array...
* `#15069 <https://github.com/numpy/numpy/pull/15069>`__: ENH: add support for ILP64 OpenBLAS (without symbol suffix)
* `#15070 <https://github.com/numpy/numpy/pull/15070>`__: DOC: correct version for NaT sort
* `#15072 <https://github.com/numpy/numpy/pull/15072>`__: TST: Check requires_memory immediately before the test
* `#15073 <https://github.com/numpy/numpy/pull/15073>`__: MAINT: core: Fix a very long line in the ufunc docstrings.
* `#15076 <https://github.com/numpy/numpy/pull/15076>`__: BUG: test, fix flexible dtype conversion on class with __array__
* `#15082 <https://github.com/numpy/numpy/pull/15082>`__: TST: add value to pytest.ini for pytest6 compatibility
* `#15085 <https://github.com/numpy/numpy/pull/15085>`__: MAINT: Ragged cleanup
* `#15097 <https://github.com/numpy/numpy/pull/15097>`__: DOC: bring the out parameter docstring into line with ufuncs
* `#15106 <https://github.com/numpy/numpy/pull/15106>`__: ENH: f2py: add --f2cmap option for specifying the name of .f2py_f2cmap
* `#15107 <https://github.com/numpy/numpy/pull/15107>`__: TST: add BLAS ILP64 run in Travis & Azure
* `#15110 <https://github.com/numpy/numpy/pull/15110>`__: MAINT: Fix expm1 instability for small complex numbers.
* `#15115 <https://github.com/numpy/numpy/pull/15115>`__: MAINT: random: Remove a few unused imports from test files.
* `#15116 <https://github.com/numpy/numpy/pull/15116>`__: MAINT: Bump pytest from 5.3.1 to 5.3.2
* `#15118 <https://github.com/numpy/numpy/pull/15118>`__: API: remove undocumented use of __array__(dtype, context)
* `#15120 <https://github.com/numpy/numpy/pull/15120>`__: MAINT,CI: fix signed-unsigned comparison warning
* `#15124 <https://github.com/numpy/numpy/pull/15124>`__: DOC: Update documentation of np.clip
* `#15125 <https://github.com/numpy/numpy/pull/15125>`__: DOC: Remove reference to basic RNG
* `#15126 <https://github.com/numpy/numpy/pull/15126>`__: MAINT: Fix randint 0d limits and other 0d cleanups
* `#15129 <https://github.com/numpy/numpy/pull/15129>`__: DOC: Fix typos, via a Levenshtein-style corrector
* `#15133 <https://github.com/numpy/numpy/pull/15133>`__: MAINT: CI: Clean up .travis.yml
* `#15136 <https://github.com/numpy/numpy/pull/15136>`__: DOC: Correct choice signature
* `#15138 <https://github.com/numpy/numpy/pull/15138>`__: DOC: Correct documentation in choice
* `#15143 <https://github.com/numpy/numpy/pull/15143>`__: TST: shippable build efficiency
* `#15144 <https://github.com/numpy/numpy/pull/15144>`__: BUG: ensure reduction output matches input along non-reduction...
* `#15149 <https://github.com/numpy/numpy/pull/15149>`__: REL: Update master after NumPy 1.18.0 release.
* `#15150 <https://github.com/numpy/numpy/pull/15150>`__: MAINT: Update pavement.py for towncrier.
* `#15153 <https://github.com/numpy/numpy/pull/15153>`__: DOC: update cholesky docstring regarding input checking
* `#15154 <https://github.com/numpy/numpy/pull/15154>`__: DOC: update documentation on how to build NumPy
* `#15156 <https://github.com/numpy/numpy/pull/15156>`__: DOC: add moved modules to 1.18 release note
* `#15160 <https://github.com/numpy/numpy/pull/15160>`__: MAINT: Update required cython version to 0.29.14.
* `#15164 <https://github.com/numpy/numpy/pull/15164>`__: BUG: searchsorted: passing the keys as a keyword argument
* `#15170 <https://github.com/numpy/numpy/pull/15170>`__: BUG: use tmp dir and check version for cython test
* `#15178 <https://github.com/numpy/numpy/pull/15178>`__: TST: improve assert message of assert_array_max_ulp
* `#15187 <https://github.com/numpy/numpy/pull/15187>`__: MAINT: unskip test on win32
* `#15189 <https://github.com/numpy/numpy/pull/15189>`__: ENH: Add property-based tests using Hypothesis
* `#15194 <https://github.com/numpy/numpy/pull/15194>`__: BUG: test, fix for c++ compilation
* `#15196 <https://github.com/numpy/numpy/pull/15196>`__: DOC: Adding instructions for building documentation to developer...
* `#15197 <https://github.com/numpy/numpy/pull/15197>`__: DOC: NEP 37: A dispatch protocol for NumPy-like modules
* `#15203 <https://github.com/numpy/numpy/pull/15203>`__: MAINT: Do not use private Python function in testing
* `#15205 <https://github.com/numpy/numpy/pull/15205>`__: DOC: Improvements to Quickstart Tutorial.
* `#15211 <https://github.com/numpy/numpy/pull/15211>`__: BUG: distutils: fix msvc+gfortran openblas handling corner case
* `#15212 <https://github.com/numpy/numpy/pull/15212>`__: BUG: lib: Fix handling of integer arrays by gradient.
* `#15215 <https://github.com/numpy/numpy/pull/15215>`__: MAINT: lib: A little bit of clean up for the new year.
* `#15216 <https://github.com/numpy/numpy/pull/15216>`__: REL: Update master after NumPy 1.16.6 and 1.17.5 releases.
* `#15217 <https://github.com/numpy/numpy/pull/15217>`__: DEP: records: Deprecate treating shape=0 as shape=None
* `#15218 <https://github.com/numpy/numpy/pull/15218>`__: ENH: build fallback lapack_lite with 64-bit integers on 64-bit...
* `#15224 <https://github.com/numpy/numpy/pull/15224>`__: MAINT: linalg: use symbol suffix in fallback lapack_lite
* `#15227 <https://github.com/numpy/numpy/pull/15227>`__: DOC: typo in release.rst
* `#15228 <https://github.com/numpy/numpy/pull/15228>`__: NEP: universal SIMD NEP 38
* `#15229 <https://github.com/numpy/numpy/pull/15229>`__: MAINT: Remove unused int_asbuffer
* `#15232 <https://github.com/numpy/numpy/pull/15232>`__: MAINT: Cleaning up PY_MAJOR_VERSION/PY_VERSION_HEX
* `#15233 <https://github.com/numpy/numpy/pull/15233>`__: MAINT: Clean up more PY_VERSION_HEX
* `#15236 <https://github.com/numpy/numpy/pull/15236>`__: MAINT: Remove implicit inheritance from object class
* `#15238 <https://github.com/numpy/numpy/pull/15238>`__: MAINT: only add --std=c99 where needed
* `#15239 <https://github.com/numpy/numpy/pull/15239>`__: MAINT: Remove Python2 newbuffer getbuffer
* `#15240 <https://github.com/numpy/numpy/pull/15240>`__: MAINT: Py3K array_as_buffer and gentype_as_buffer
* `#15241 <https://github.com/numpy/numpy/pull/15241>`__: MAINT: Remove references to non-existent sys.exc_clear()
* `#15242 <https://github.com/numpy/numpy/pull/15242>`__: DOC: Update HOWTO_RELEASE.rst
* `#15248 <https://github.com/numpy/numpy/pull/15248>`__: MAINT: cleanup use of sys.exc_info
* `#15249 <https://github.com/numpy/numpy/pull/15249>`__: MAINT: Eliminate some calls to `eval`
* `#15251 <https://github.com/numpy/numpy/pull/15251>`__: MAINT: Improve const-correctness of shapes and strides
* `#15253 <https://github.com/numpy/numpy/pull/15253>`__: DOC: clarify the effect of None parameters passed to ndarray.view
* `#15254 <https://github.com/numpy/numpy/pull/15254>`__: MAINT: Improve const-correctness of string arguments
* `#15255 <https://github.com/numpy/numpy/pull/15255>`__: MAINT: Delete numpy.distutils.compat
* `#15256 <https://github.com/numpy/numpy/pull/15256>`__: MAINT: Implement keyword-only arguments as syntax
* `#15260 <https://github.com/numpy/numpy/pull/15260>`__: MAINT: Remove FIXME comments introduced in the previous commit
* `#15261 <https://github.com/numpy/numpy/pull/15261>`__: MAINT: Work with unicode strings in `dtype('i8,i8')`
* `#15262 <https://github.com/numpy/numpy/pull/15262>`__: BUG: Use PyDict_GetItemWithError() instead of PyDict_GetItem()
* `#15263 <https://github.com/numpy/numpy/pull/15263>`__: MAINT: Remove python2 array_{get,set}slice
* `#15264 <https://github.com/numpy/numpy/pull/15264>`__: DOC: Add some missing functions in the list of available ufuncs.
* `#15265 <https://github.com/numpy/numpy/pull/15265>`__: MAINT: Tidy PyArray_DescrConverter
* `#15266 <https://github.com/numpy/numpy/pull/15266>`__: MAINT: remove duplicated if statements between DescrConverters
* `#15267 <https://github.com/numpy/numpy/pull/15267>`__: BUG: Fix PyArray_DescrAlignConverter2 on tuples
* `#15268 <https://github.com/numpy/numpy/pull/15268>`__: MAINT: Remove Python2 ndarray.__unicode__
* `#15272 <https://github.com/numpy/numpy/pull/15272>`__: MAINT: Remove Python 2 divide
* `#15273 <https://github.com/numpy/numpy/pull/15273>`__: MAINT: minor formatting fixups for NEP-37
* `#15274 <https://github.com/numpy/numpy/pull/15274>`__: MAINT: Post NumPy 1.18.1 update.
* `#15275 <https://github.com/numpy/numpy/pull/15275>`__: MAINT: travis-ci: Update CI scripts.
* `#15278 <https://github.com/numpy/numpy/pull/15278>`__: BENCH: Add benchmark for small array coercions
* `#15279 <https://github.com/numpy/numpy/pull/15279>`__: BUILD: use standard build of OpenBLAS for aarch64, ppc64le, s390x
* `#15280 <https://github.com/numpy/numpy/pull/15280>`__: BENCH: Add basic benchmarks for take and putmask
* `#15281 <https://github.com/numpy/numpy/pull/15281>`__: MAINT: Cleanup most PY3K #ifdef guards
* `#15282 <https://github.com/numpy/numpy/pull/15282>`__: DOC: BLD: add empty release notes for 1.19.0 to fix doc build...
* `#15284 <https://github.com/numpy/numpy/pull/15284>`__: MAINT: Use a simpler return convention for internal functions
* `#15285 <https://github.com/numpy/numpy/pull/15285>`__: MAINT: Simplify np.int_ inheritance
* `#15286 <https://github.com/numpy/numpy/pull/15286>`__: DOC" Update np.full docstring.
* `#15287 <https://github.com/numpy/numpy/pull/15287>`__: MAINT: Express PyArray_DescrAlignConverter in terms of _convert_from_any
* `#15288 <https://github.com/numpy/numpy/pull/15288>`__: MAINT: Push down declarations in _convert_from_*
* `#15289 <https://github.com/numpy/numpy/pull/15289>`__: MAINT: C code simplifications
* `#15291 <https://github.com/numpy/numpy/pull/15291>`__: BUG: Add missing error handling to _convert_from_list
* `#15295 <https://github.com/numpy/numpy/pull/15295>`__: DOC: Added tutorial about linear algebra on multidimensional...
* `#15300 <https://github.com/numpy/numpy/pull/15300>`__: MAINT: Refactor dtype conversion functions to be more similar
* `#15303 <https://github.com/numpy/numpy/pull/15303>`__: DOC: Updating f2py docs to python 3 and fixing some typos
* `#15304 <https://github.com/numpy/numpy/pull/15304>`__: MAINT: Remove NPY_PY3K constant
* `#15305 <https://github.com/numpy/numpy/pull/15305>`__: MAINT: Remove sys.version checks in tests
* `#15307 <https://github.com/numpy/numpy/pull/15307>`__: MAINT: cleanup sys.version dependant code
* `#15310 <https://github.com/numpy/numpy/pull/15310>`__: MAINT: Ensure `_convert_from_*` functions set errors
* `#15312 <https://github.com/numpy/numpy/pull/15312>`__: MAINT: Avoid escaping unicode in error messages
* `#15315 <https://github.com/numpy/numpy/pull/15315>`__: MAINT: Change file extension of ma README to rst.
* `#15319 <https://github.com/numpy/numpy/pull/15319>`__: BUG: fix NameError in clip nan propagation tests
* `#15323 <https://github.com/numpy/numpy/pull/15323>`__: NEP: document reimplementation of NEP 34
* `#15324 <https://github.com/numpy/numpy/pull/15324>`__: MAINT: fix typos
* `#15328 <https://github.com/numpy/numpy/pull/15328>`__: TST: move pypy CI to ubuntu 18.04
* `#15329 <https://github.com/numpy/numpy/pull/15329>`__: TST: move _no_tracing to testing._private, remove testing.support
* `#15333 <https://github.com/numpy/numpy/pull/15333>`__: BUG: Add some missing C error handling
* `#15335 <https://github.com/numpy/numpy/pull/15335>`__: MAINT: Remove sys.version checks
* `#15336 <https://github.com/numpy/numpy/pull/15336>`__: DEP: Deprecate `->f->fastclip` at registration time
* `#15338 <https://github.com/numpy/numpy/pull/15338>`__: DOC: document site.cfg.example
* `#15350 <https://github.com/numpy/numpy/pull/15350>`__: MAINT: Fix mistype in histogramdd docstring
* `#15351 <https://github.com/numpy/numpy/pull/15351>`__: DOC, BLD: reword release note, upgrade sphinx version
* `#15353 <https://github.com/numpy/numpy/pull/15353>`__: MAINT: Remove unnecessary calls to PyArray_DATA from binomial...
* `#15354 <https://github.com/numpy/numpy/pull/15354>`__: MAINT: Bump pytest from 5.3.2 to 5.3.3
* `#15358 <https://github.com/numpy/numpy/pull/15358>`__: MAINT: Remove six
* `#15361 <https://github.com/numpy/numpy/pull/15361>`__: MAINT: Revise imports from collections.abc module
* `#15362 <https://github.com/numpy/numpy/pull/15362>`__: MAINT: remove internal functions required to handle Python2/3...
* `#15364 <https://github.com/numpy/numpy/pull/15364>`__: MAINT: Remove other uses of six module
* `#15366 <https://github.com/numpy/numpy/pull/15366>`__: MAINT: resolve pyflake F403 'from module import *' used
* `#15368 <https://github.com/numpy/numpy/pull/15368>`__: MAINT: Update tox for supported Python versions
* `#15369 <https://github.com/numpy/numpy/pull/15369>`__: MAINT: simd: Avoid signed comparison warning
* `#15370 <https://github.com/numpy/numpy/pull/15370>`__: DOC: Updating Chararry Buffer datatypes #15360
* `#15374 <https://github.com/numpy/numpy/pull/15374>`__: TST: Simplify unicode test
* `#15375 <https://github.com/numpy/numpy/pull/15375>`__: MAINT: Use `with open` when possible
* `#15377 <https://github.com/numpy/numpy/pull/15377>`__: MAINT: Cleanup python2 references
* `#15379 <https://github.com/numpy/numpy/pull/15379>`__: MAINT: Python2 Cleanups
* `#15381 <https://github.com/numpy/numpy/pull/15381>`__: DEP: add PendingDeprecation to matlib.py funky namespace
* `#15385 <https://github.com/numpy/numpy/pull/15385>`__: BUG, MAINT: Stop using the error-prone deprecated Py_UNICODE...
* `#15386 <https://github.com/numpy/numpy/pull/15386>`__: MAINT: clean up some macros in scalarapi.c
* `#15393 <https://github.com/numpy/numpy/pull/15393>`__: MAINT/BUG: Fixups to scalar base classes
* `#15397 <https://github.com/numpy/numpy/pull/15397>`__: BUG: np.load does not handle empty array with an empty descr
* `#15398 <https://github.com/numpy/numpy/pull/15398>`__: MAINT: Revise imports from urllib modules
* `#15399 <https://github.com/numpy/numpy/pull/15399>`__: MAINT: Remove Python3 DeprecationWarning from pytest.ini
* `#15400 <https://github.com/numpy/numpy/pull/15400>`__: MAINT: cleanup _pytesttester.py
* `#15401 <https://github.com/numpy/numpy/pull/15401>`__: BUG: Flags should not contain spaces
* `#15403 <https://github.com/numpy/numpy/pull/15403>`__: MAINT: Clean up, mostly unused imports.
* `#15405 <https://github.com/numpy/numpy/pull/15405>`__: BUG/TEST: core: Fix an undefined name in a test.
* `#15407 <https://github.com/numpy/numpy/pull/15407>`__: MAINT: Replace basestring with str.
* `#15408 <https://github.com/numpy/numpy/pull/15408>`__: ENH: Use AVX-512F for complex number arithmetic, absolute, square...
* `#15414 <https://github.com/numpy/numpy/pull/15414>`__: MAINT: Remove Python2 workarounds
* `#15417 <https://github.com/numpy/numpy/pull/15417>`__: MAINT: Cleanup references to python2
* `#15418 <https://github.com/numpy/numpy/pull/15418>`__: MAINT, DOC: Remove use of old Python __builtin__, now known as...
* `#15421 <https://github.com/numpy/numpy/pull/15421>`__: ENH: Make use of ExitStack in npyio.py
* `#15422 <https://github.com/numpy/numpy/pull/15422>`__: MAINT: Inline gentype_getreadbuf
* `#15423 <https://github.com/numpy/numpy/pull/15423>`__: MAINT: Use f-strings for clarity.
* `#15427 <https://github.com/numpy/numpy/pull/15427>`__: DEP: Schedule unused C-API functions for removal/disabling
* `#15428 <https://github.com/numpy/numpy/pull/15428>`__: DOC: Improve ndarray.ctypes example
* `#15429 <https://github.com/numpy/numpy/pull/15429>`__: DOC: distutils: Add a docstring to show_config().
* `#15430 <https://github.com/numpy/numpy/pull/15430>`__: MAINT: Use contextmanager in _run_doctests
* `#15434 <https://github.com/numpy/numpy/pull/15434>`__: MAINT: Updated polynomial to use fstrings
* `#15435 <https://github.com/numpy/numpy/pull/15435>`__: DOC: Fix Incorrect document in Beginner Docs
* `#15436 <https://github.com/numpy/numpy/pull/15436>`__: MAINT: Update core.py with fstrings (issue #15420)
* `#15439 <https://github.com/numpy/numpy/pull/15439>`__: DOC: fix docstrings so `python tools/refguide-check --rst <file>...
* `#15441 <https://github.com/numpy/numpy/pull/15441>`__: MAINT: Tidy macros in scalar_new
* `#15444 <https://github.com/numpy/numpy/pull/15444>`__: MAINT: use 'yield from <expr>' for simple cases
* `#15445 <https://github.com/numpy/numpy/pull/15445>`__: MAINT: Bump pytest from 5.3.3 to 5.3.4
* `#15446 <https://github.com/numpy/numpy/pull/15446>`__: BUG: Reject nonsense arguments to scalar constructors
* `#15449 <https://github.com/numpy/numpy/pull/15449>`__: DOC: Update refguide_check note on how to skip code
* `#15451 <https://github.com/numpy/numpy/pull/15451>`__: MAINT: Simplify `np.object_.__new__`
* `#15452 <https://github.com/numpy/numpy/pull/15452>`__: STY,MAINT: avoid 'multiple imports on one line'
* `#15464 <https://github.com/numpy/numpy/pull/15464>`__: MAINT: Cleanup duplicate line in refguide_check
* `#15465 <https://github.com/numpy/numpy/pull/15465>`__: MAINT: cleanup unused imports; avoid redefinition of imports
* `#15468 <https://github.com/numpy/numpy/pull/15468>`__: BUG: Fix for SVD not always sorted with hermitian=True
* `#15469 <https://github.com/numpy/numpy/pull/15469>`__: MAINT: Simplify scalar __new__ some more
* `#15474 <https://github.com/numpy/numpy/pull/15474>`__: MAINT: Eliminate messy _WORK macro
* `#15476 <https://github.com/numpy/numpy/pull/15476>`__: update result of rng.random(3) to current rng output
* `#15480 <https://github.com/numpy/numpy/pull/15480>`__: DOC: Correct get_state doc
* `#15482 <https://github.com/numpy/numpy/pull/15482>`__: MAINT: Use `.identifier = val` to fill type structs
* `#15483 <https://github.com/numpy/numpy/pull/15483>`__: [DOC] Mention behaviour of np.squeeze with one element
* `#15484 <https://github.com/numpy/numpy/pull/15484>`__: ENH: fixing generic error messages to be more specific in multiarray/descriptor.c
* `#15487 <https://github.com/numpy/numpy/pull/15487>`__: BUG: Fixing result of np quantile edge case
* `#15491 <https://github.com/numpy/numpy/pull/15491>`__: TST: mark the top 3 slowest tests to save ~10 seconds
* `#15493 <https://github.com/numpy/numpy/pull/15493>`__: MAINT: Bump pytest from 5.3.4 to 5.3.5
* `#15500 <https://github.com/numpy/numpy/pull/15500>`__: MAINT: Use True/False instead of 1/0 in np.dtype.__reduce__
* `#15503 <https://github.com/numpy/numpy/pull/15503>`__: MAINT: Do not allow `copyswap` and friends to fail silently
* `#15504 <https://github.com/numpy/numpy/pull/15504>`__: DOC: Remove duplicated code in true_divide docstring
* `#15505 <https://github.com/numpy/numpy/pull/15505>`__: NEP 40: Informational NEP about current DTypes
* `#15510 <https://github.com/numpy/numpy/pull/15510>`__: DOC: Update unique docstring example
* `#15511 <https://github.com/numpy/numpy/pull/15511>`__: MAINT: Large overhead in some random functions
* `#15516 <https://github.com/numpy/numpy/pull/15516>`__: TST: Fix missing output in refguide-check
* `#15521 <https://github.com/numpy/numpy/pull/15521>`__: MAINT: Simplify arraydescr_richcompare
* `#15522 <https://github.com/numpy/numpy/pull/15522>`__: MAINT: Fix internal misuses of `NPY_TITLE_KEY`
* `#15524 <https://github.com/numpy/numpy/pull/15524>`__: DOC: Update instructions for building/archiving docs.
* `#15526 <https://github.com/numpy/numpy/pull/15526>`__: BUG: Fix inline assembly that detects cpu features on x86(32bit)
* `#15532 <https://github.com/numpy/numpy/pull/15532>`__: update doctests, small bugs and changes of repr
* `#15534 <https://github.com/numpy/numpy/pull/15534>`__: DEP: Do not allow "abstract" dtype conversion/creation
* `#15536 <https://github.com/numpy/numpy/pull/15536>`__: DOC: Minor copyediting on NEP 37.
* `#15538 <https://github.com/numpy/numpy/pull/15538>`__: MAINT: Extract repeated code to a helper function
* `#15543 <https://github.com/numpy/numpy/pull/15543>`__: NEP: edit and move NEP 38 to accepted status
* `#15547 <https://github.com/numpy/numpy/pull/15547>`__: MAINT: Refresh Doxyfile and modernize numpyfilter.py
* `#15549 <https://github.com/numpy/numpy/pull/15549>`__: TST: Accuracy test float32 sin/cos/exp/log for AVX platforms
* `#15550 <https://github.com/numpy/numpy/pull/15550>`__: DOC: Improve the `numpy.linalg.eig` docstring.
* `#15554 <https://github.com/numpy/numpy/pull/15554>`__: NEP 44 - Restructuring the NumPy Documentation
* `#15556 <https://github.com/numpy/numpy/pull/15556>`__: TST: (Travis CI) Use full python3-dbg path for virtual env creation
* `#15560 <https://github.com/numpy/numpy/pull/15560>`__: BUG, DOC: restore missing import
* `#15566 <https://github.com/numpy/numpy/pull/15566>`__: DOC: Removing bad practices from quick start + some PEP8
* `#15574 <https://github.com/numpy/numpy/pull/15574>`__: TST: Do not create symbolic link named gfortran.
* `#15575 <https://github.com/numpy/numpy/pull/15575>`__: DOC: Document caveat in random.uniform
* `#15579 <https://github.com/numpy/numpy/pull/15579>`__: DOC: numpy.clip is equivalent to minimum(..., maximum(...))
* `#15582 <https://github.com/numpy/numpy/pull/15582>`__: MAINT: Bump cython from 0.29.14 to 0.29.15
* `#15583 <https://github.com/numpy/numpy/pull/15583>`__: MAINT: Bump hypothesis from 5.3.0 to 5.5.4
* `#15585 <https://github.com/numpy/numpy/pull/15585>`__: BLD: manylinux2010 docker reports machine=i686
* `#15598 <https://github.com/numpy/numpy/pull/15598>`__: BUG: Ignore differences in NAN for computing ULP differences
* `#15600 <https://github.com/numpy/numpy/pull/15600>`__: TST: use manylinux2010 docker instead of ubuntu
* `#15610 <https://github.com/numpy/numpy/pull/15610>`__: TST: mask DeprecationWarning in xfailed test
* `#15612 <https://github.com/numpy/numpy/pull/15612>`__: BUG: Fix bug in AVX-512F np.maximum and np.minimum
* `#15615 <https://github.com/numpy/numpy/pull/15615>`__: BUG: Remove check requiring natural alignment of float/double...
* `#15616 <https://github.com/numpy/numpy/pull/15616>`__: DOC: Add missing imports, definitions and dummy file
* `#15619 <https://github.com/numpy/numpy/pull/15619>`__: DOC: Fix documentation for apply_along_axis
* `#15624 <https://github.com/numpy/numpy/pull/15624>`__: DOC: fix printing, np., deprecation for refguide
* `#15631 <https://github.com/numpy/numpy/pull/15631>`__: MAINT: Pull identical line out of conditional.
* `#15633 <https://github.com/numpy/numpy/pull/15633>`__: DOC: remove broken link in f2py tutorial
* `#15639 <https://github.com/numpy/numpy/pull/15639>`__: BLD: update openblas download to new location, use manylinux2010-base
* `#15648 <https://github.com/numpy/numpy/pull/15648>`__: MAINT: AVX512 implementation with intrinsic for float64 input...
* `#15653 <https://github.com/numpy/numpy/pull/15653>`__: BLD: update OpenBLAS to pre-0.3.9 version
* `#15662 <https://github.com/numpy/numpy/pull/15662>`__: DOC: Refactor `np.polynomial` docs using `automodule`
* `#15665 <https://github.com/numpy/numpy/pull/15665>`__: BUG: fix doctest exception messages
* `#15672 <https://github.com/numpy/numpy/pull/15672>`__: MAINT: Added comment pointing FIXME to relevant PR.
* `#15673 <https://github.com/numpy/numpy/pull/15673>`__: DOC: Make extension module wording more clear
* `#15678 <https://github.com/numpy/numpy/pull/15678>`__: DOC: Improve np.finfo docs
* `#15680 <https://github.com/numpy/numpy/pull/15680>`__: DOC: Improve Benchmark README with environment setup and more...
* `#15682 <https://github.com/numpy/numpy/pull/15682>`__: MAINT: Bump hypothesis from 5.5.4 to 5.6.0
* `#15683 <https://github.com/numpy/numpy/pull/15683>`__: NEP: move NEP 44 to accepted status
* `#15694 <https://github.com/numpy/numpy/pull/15694>`__: DOC: Fix indexing docs to pass refguide
* `#15695 <https://github.com/numpy/numpy/pull/15695>`__: MAINT: Test during import to detect bugs with Accelerate(MacOS)...
* `#15696 <https://github.com/numpy/numpy/pull/15696>`__: MAINT: Add a fast path to var for complex input
* `#15701 <https://github.com/numpy/numpy/pull/15701>`__: MAINT: Convert shebang from python to python3 (#15687)
* `#15702 <https://github.com/numpy/numpy/pull/15702>`__: MAINT: replace optparse with argparse for 'doc' and 'tools' scripts
* `#15703 <https://github.com/numpy/numpy/pull/15703>`__: DOC: Fix quickstart doc to pass refguide
* `#15706 <https://github.com/numpy/numpy/pull/15706>`__: MAINT: Fixing typos in f2py comments and code.
* `#15710 <https://github.com/numpy/numpy/pull/15710>`__: DOC: fix SVD tutorial to pass refguide
* `#15714 <https://github.com/numpy/numpy/pull/15714>`__: MAINT: use list-based APIs to call subprocesses
* `#15715 <https://github.com/numpy/numpy/pull/15715>`__: ENH: update numpy.linalg.multi_dot to accept an `out` argument
* `#15716 <https://github.com/numpy/numpy/pull/15716>`__: TST: always use 'python -mpip' not 'pip'
* `#15717 <https://github.com/numpy/numpy/pull/15717>`__: DOC: update datetime reference to pass refguide
* `#15718 <https://github.com/numpy/numpy/pull/15718>`__: DOC: Fix coremath.rst to fix refguide_check
* `#15720 <https://github.com/numpy/numpy/pull/15720>`__: DOC: fix remaining doc files for refguide_check
* `#15723 <https://github.com/numpy/numpy/pull/15723>`__: BUG: fix logic error when nm fails on 32-bit
* `#15724 <https://github.com/numpy/numpy/pull/15724>`__: TST: Remove nose from the test_requirements.txt file.
* `#15733 <https://github.com/numpy/numpy/pull/15733>`__: DOC: Allow NEPs to link to python, numpy, scipy, and matplotlib...
* `#15736 <https://github.com/numpy/numpy/pull/15736>`__: BUG: Guarantee array is in valid state after memory error occurs...
* `#15738 <https://github.com/numpy/numpy/pull/15738>`__: MAINT: Remove non-native byte order from _var check.
* `#15740 <https://github.com/numpy/numpy/pull/15740>`__: MAINT: Add better error handling in linalg.norm for vectors and...
* `#15745 <https://github.com/numpy/numpy/pull/15745>`__: MAINT: doc: Remove doc/summarize.py
* `#15747 <https://github.com/numpy/numpy/pull/15747>`__: BUG: lib: Handle axes with length 0 in np.unique.
* `#15749 <https://github.com/numpy/numpy/pull/15749>`__: DOC: document inconsistency between the shape of data and mask...
* `#15750 <https://github.com/numpy/numpy/pull/15750>`__: BUG, TST: fix f2py for PyPy, skip one test for PyPy
* `#15752 <https://github.com/numpy/numpy/pull/15752>`__: MAINT: Fix swig tests issue #15743
* `#15757 <https://github.com/numpy/numpy/pull/15757>`__: MAINT: CI: Add an explicit 'pr' section to azure-pipelines.yml
* `#15762 <https://github.com/numpy/numpy/pull/15762>`__: MAINT: Bump pytest from 5.3.5 to 5.4.1
* `#15766 <https://github.com/numpy/numpy/pull/15766>`__: BUG,MAINT: Remove incorrect special case in string to number...
* `#15768 <https://github.com/numpy/numpy/pull/15768>`__: REL: Update master after 1.18.2 release.
* `#15769 <https://github.com/numpy/numpy/pull/15769>`__: ENH: Allow toggling madvise hugepage and fix default
* `#15771 <https://github.com/numpy/numpy/pull/15771>`__: DOC: Fix runtests example in developer docs
* `#15773 <https://github.com/numpy/numpy/pull/15773>`__: DEP: Make issubdtype consistent for types and dtypes
* `#15774 <https://github.com/numpy/numpy/pull/15774>`__: MAINT: remove useless `global` statements
* `#15778 <https://github.com/numpy/numpy/pull/15778>`__: BLD: Add requirements.txt file for building docs
* `#15781 <https://github.com/numpy/numpy/pull/15781>`__: BUG: don't add 'public' or 'private' if the other one exists
* `#15784 <https://github.com/numpy/numpy/pull/15784>`__: ENH: Use TypeError in `np.array` for python consistency
* `#15794 <https://github.com/numpy/numpy/pull/15794>`__: BUG: Add basic __format__ for masked element to fix incorrect...
* `#15797 <https://github.com/numpy/numpy/pull/15797>`__: TST: Add unit test for out=None of np.einsum
* `#15799 <https://github.com/numpy/numpy/pull/15799>`__: MAINT: Cleanups to np.insert and np.delete
* `#15800 <https://github.com/numpy/numpy/pull/15800>`__: BUG: Add error-checking versions of strided casts.
* `#15802 <https://github.com/numpy/numpy/pull/15802>`__: DEP: Make `np.insert` and `np.delete` on 0d arrays with an axis...
* `#15803 <https://github.com/numpy/numpy/pull/15803>`__: DOC: correct possible list lengths for `extobj` in ufunc calls
* `#15804 <https://github.com/numpy/numpy/pull/15804>`__: DEP: Make np.delete on out-of-bounds indices an error
* `#15805 <https://github.com/numpy/numpy/pull/15805>`__: DEP: Forbid passing non-integral index arrays to `insert` and...
* `#15806 <https://github.com/numpy/numpy/pull/15806>`__: TST: Parametrize sort test
* `#15809 <https://github.com/numpy/numpy/pull/15809>`__: TST: switch PyPy job with CPython
* `#15812 <https://github.com/numpy/numpy/pull/15812>`__: TST: Remove code that is not supposed to warn out of warning...
* `#15815 <https://github.com/numpy/numpy/pull/15815>`__: DEP: Do not cast boolean indices to integers in np.delete
* `#15816 <https://github.com/numpy/numpy/pull/15816>`__: MAINT: simplify code that assumes str/unicode and int/long are...
* `#15830 <https://github.com/numpy/numpy/pull/15830>`__: MAINT: pathlib and hashlib are in stdlib in Python 3.5+
* `#15832 <https://github.com/numpy/numpy/pull/15832>`__: ENH: improved error message `IndexError: too many indices for...
* `#15836 <https://github.com/numpy/numpy/pull/15836>`__: BUG: Fix IndexError for illegal axis in np.mean
* `#15839 <https://github.com/numpy/numpy/pull/15839>`__: DOC: Minor fix to _hist_bin_fd documentation
* `#15840 <https://github.com/numpy/numpy/pull/15840>`__: BUG,DEP: Make `scalar.__round__()` behave like pythons round
* `#15843 <https://github.com/numpy/numpy/pull/15843>`__: DOC: First steps towards docs restructuring (NEP 44)
* `#15848 <https://github.com/numpy/numpy/pull/15848>`__: DOC, TST: enable refguide_check in circleci
* `#15850 <https://github.com/numpy/numpy/pull/15850>`__: DOC: fix typo in C-API reference
* `#15854 <https://github.com/numpy/numpy/pull/15854>`__: DOC: Fix docstring for _hist_bin_auto.
* `#15866 <https://github.com/numpy/numpy/pull/15866>`__: MAINT: Bump cython from 0.29.15 to 0.29.16
* `#15867 <https://github.com/numpy/numpy/pull/15867>`__: DEP: Deprecate ndarray.tostring()
* `#15868 <https://github.com/numpy/numpy/pull/15868>`__: TST: use draft OpenBLAS build
* `#15872 <https://github.com/numpy/numpy/pull/15872>`__: BUG: Fix eigh and cholesky methods of numpy.random.multivariate_normal
* `#15876 <https://github.com/numpy/numpy/pull/15876>`__: BUG: Check that `pvals` is 1D in `_generator.multinomial`.
* `#15877 <https://github.com/numpy/numpy/pull/15877>`__: DOC: Add missing signature from nditer docstring
* `#15881 <https://github.com/numpy/numpy/pull/15881>`__: BUG: Fix empty_like to respect shape=()
* `#15882 <https://github.com/numpy/numpy/pull/15882>`__: BUG: Do not ignore empty tuple of strides in ndarray.__new__
* `#15883 <https://github.com/numpy/numpy/pull/15883>`__: MAINT: Remove duplicated code in iotools.py
* `#15884 <https://github.com/numpy/numpy/pull/15884>`__: BUG: Setting a 0d array's strides to themselves should be legal
* `#15885 <https://github.com/numpy/numpy/pull/15885>`__: BUG: Respect itershape=() in nditer
* `#15887 <https://github.com/numpy/numpy/pull/15887>`__: MAINT: Clean-up 'next = __next__' used for Python 2 compatibility
* `#15893 <https://github.com/numpy/numpy/pull/15893>`__: TST: Run test_large_zip in a child process
* `#15894 <https://github.com/numpy/numpy/pull/15894>`__: DOC: Add missing doc of numpy.ma.apply_over_axes in API list.
* `#15899 <https://github.com/numpy/numpy/pull/15899>`__: DOC: Improve record module documentation
* `#15901 <https://github.com/numpy/numpy/pull/15901>`__: DOC: Fixed order of items and link to mailing list in dev docs...
* `#15903 <https://github.com/numpy/numpy/pull/15903>`__: BLD: report clang version on macOS
* `#15904 <https://github.com/numpy/numpy/pull/15904>`__: MAINT: records: Remove private `format_parser._descr` attribute
* `#15914 <https://github.com/numpy/numpy/pull/15914>`__: BUG: random: Disallow p=0 in negative_binomial
* `#15921 <https://github.com/numpy/numpy/pull/15921>`__: ENH: Use sysconfig instead of probing Makefile
* `#15928 <https://github.com/numpy/numpy/pull/15928>`__: DOC: Update np.copy docstring to include ragged case
* `#15931 <https://github.com/numpy/numpy/pull/15931>`__: DOC: Correct private function name to PyArray_AdaptFlexibleDType
* `#15936 <https://github.com/numpy/numpy/pull/15936>`__: MAINT: Fix capitalization in error message in `mtrand.pyx`
* `#15939 <https://github.com/numpy/numpy/pull/15939>`__: DOC: Update np.rollaxis docstring
* `#15949 <https://github.com/numpy/numpy/pull/15949>`__: BUG: fix AttributeError on accessing object in nested MaskedArray.
* `#15951 <https://github.com/numpy/numpy/pull/15951>`__: BUG: Alpha parameter must be 1D in `generator.dirichlet`
* `#15953 <https://github.com/numpy/numpy/pull/15953>`__: NEP: minor maintenance, update filename and fix a cross-reference
* `#15964 <https://github.com/numpy/numpy/pull/15964>`__: MAINT: Bump hypothesis from 5.8.0 to 5.8.3
* `#15967 <https://github.com/numpy/numpy/pull/15967>`__: TST: Add slow_pypy support
* `#15968 <https://github.com/numpy/numpy/pull/15968>`__: DOC: Added note to angle function docstring about angle(0) being...
* `#15982 <https://github.com/numpy/numpy/pull/15982>`__: MAINT/BUG: Cleanup and minor fixes to conform_reduce_result
* `#15985 <https://github.com/numpy/numpy/pull/15985>`__: BUG: Avoid duplication in stack trace of `linspace(a, b, num=1.5)`
* `#15988 <https://github.com/numpy/numpy/pull/15988>`__: BUG: Fix inf and NaN-warnings in half float `nextafter`
* `#15989 <https://github.com/numpy/numpy/pull/15989>`__: MAINT: Remove 0d check for PyArray_ISONESEGMENT
* `#15990 <https://github.com/numpy/numpy/pull/15990>`__: DEV: Pass additional runtests.py args to ASV
* `#15993 <https://github.com/numpy/numpy/pull/15993>`__: DOC: Fix method documentation of function sort in MaskedArray
* `#16000 <https://github.com/numpy/numpy/pull/16000>`__: NEP: Improve Value Based Casting paragraph in NEP 40
* `#16001 <https://github.com/numpy/numpy/pull/16001>`__: DOC: add note on flatten ordering in matlab page
* `#16007 <https://github.com/numpy/numpy/pull/16007>`__: TST: Add tests for the conversion utilities
* `#16008 <https://github.com/numpy/numpy/pull/16008>`__: BUG: Unify handling of string enum converters
* `#16009 <https://github.com/numpy/numpy/pull/16009>`__: MAINT: Replace npyiter_order_converter with PyArray_OrderConverter
* `#16010 <https://github.com/numpy/numpy/pull/16010>`__: BUG: Fix lexsort axis check
* `#16011 <https://github.com/numpy/numpy/pull/16011>`__: DOC: Clarify single-segment arrays in np reference
* `#16014 <https://github.com/numpy/numpy/pull/16014>`__: DOC: Change import error "howto" to link to new troubleshooting...
* `#16015 <https://github.com/numpy/numpy/pull/16015>`__: DOC: update first section of NEP 37 (``__array_function__`` downsides)
* `#16021 <https://github.com/numpy/numpy/pull/16021>`__: REL: Update master after 1.18.3 release.
* `#16024 <https://github.com/numpy/numpy/pull/16024>`__: MAINT: Bump hypothesis from 5.8.3 to 5.10.1
* `#16025 <https://github.com/numpy/numpy/pull/16025>`__: DOC: initialise random number generator before first use in quickstart
* `#16032 <https://github.com/numpy/numpy/pull/16032>`__: ENH: Fix exception causes in build_clib.py
* `#16038 <https://github.com/numpy/numpy/pull/16038>`__: MAINT,TST: Move _repr_latex tests to test_printing.
* `#16041 <https://github.com/numpy/numpy/pull/16041>`__: BUG: missing 'f' prefix for fstring
* `#16042 <https://github.com/numpy/numpy/pull/16042>`__: ENH: Fix exception causes in build_ext.py
* `#16053 <https://github.com/numpy/numpy/pull/16053>`__: DOC: Small typo fixes to NEP 40.
* `#16054 <https://github.com/numpy/numpy/pull/16054>`__: DOC, BLD: update release howto and walkthrough for ananconda.org...
* `#16061 <https://github.com/numpy/numpy/pull/16061>`__: ENH: Chained exceptions in linalg.py and polyutils.py
* `#16064 <https://github.com/numpy/numpy/pull/16064>`__: MAINT: Chain exceptions in several places.
* `#16067 <https://github.com/numpy/numpy/pull/16067>`__: MAINT: Chain exceptions in memmap.py and core.py
* `#16068 <https://github.com/numpy/numpy/pull/16068>`__: BUG: Fix string to bool cast regression
* `#16069 <https://github.com/numpy/numpy/pull/16069>`__: DOC: Added page describing how to contribute to the docs team
* `#16075 <https://github.com/numpy/numpy/pull/16075>`__: DOC: add a note on sampling 2-D arrays to random.choice docstring
* `#16076 <https://github.com/numpy/numpy/pull/16076>`__: BUG: random: Generator.integers(2**32) always returned 0.
* `#16077 <https://github.com/numpy/numpy/pull/16077>`__: BLD: fix path to libgfortran on macOS
* `#16078 <https://github.com/numpy/numpy/pull/16078>`__: DOC: Add axis to random module "new or different" docs
* `#16079 <https://github.com/numpy/numpy/pull/16079>`__: DOC,BLD: Limit timeit iterations in random docs.
* `#16081 <https://github.com/numpy/numpy/pull/16081>`__: DOC: add note on type casting to numpy.left_shift().
* `#16083 <https://github.com/numpy/numpy/pull/16083>`__: DOC: improve development debugging doc
* `#16084 <https://github.com/numpy/numpy/pull/16084>`__: DOC: tweak neps/scope.rst
* `#16085 <https://github.com/numpy/numpy/pull/16085>`__: MAINT: Bump cython from 0.29.16 to 0.29.17
* `#16086 <https://github.com/numpy/numpy/pull/16086>`__: MAINT: Bump hypothesis from 5.10.1 to 5.10.4
* `#16094 <https://github.com/numpy/numpy/pull/16094>`__: TST: use latest released PyPy instead of nightly builds
* `#16097 <https://github.com/numpy/numpy/pull/16097>`__: MAINT, DOC: Improve grammar on a comment in the quickstart
* `#16100 <https://github.com/numpy/numpy/pull/16100>`__: NEP 41: Accept NEP 41 and add DType<->scalar duplication paragraph
* `#16101 <https://github.com/numpy/numpy/pull/16101>`__: BLD: put openblas library in local directory on windows
* `#16113 <https://github.com/numpy/numpy/pull/16113>`__: MAINT: Fix random.PCG64 signature
* `#16119 <https://github.com/numpy/numpy/pull/16119>`__: DOC: Move misplaced news fragment for gh-13421
* `#16122 <https://github.com/numpy/numpy/pull/16122>`__: DOC: Fix links for NEP 40 in NEP 41
* `#16125 <https://github.com/numpy/numpy/pull/16125>`__: BUG: lib: Fix a problem with vectorize with default parameters.
* `#16129 <https://github.com/numpy/numpy/pull/16129>`__: ENH: Better error message when ``bins`` has float value in ``histogramdd``.
* `#16133 <https://github.com/numpy/numpy/pull/16133>`__: MAINT: Unify casting error creation (outside the iterator)
* `#16141 <https://github.com/numpy/numpy/pull/16141>`__: BENCH: Default to building HEAD instead of master
* `#16144 <https://github.com/numpy/numpy/pull/16144>`__: REL: Update master after NumPy 1.18.4 release
* `#16145 <https://github.com/numpy/numpy/pull/16145>`__: DOC: Add VSCode help link to importerror troubleshooting
* `#16147 <https://github.com/numpy/numpy/pull/16147>`__: CI: pin 32-bit manylinux2010 image tag
* `#16151 <https://github.com/numpy/numpy/pull/16151>`__: MAINT: Bump pytz from 2019.3 to 2020.1
* `#16153 <https://github.com/numpy/numpy/pull/16153>`__: BUG: Correct loop order in MT19937 jump
* `#16155 <https://github.com/numpy/numpy/pull/16155>`__: CI: unpin 32-bit manylinux2010 image tag
* `#16162 <https://github.com/numpy/numpy/pull/16162>`__: BUG: add missing numpy/__init__.pxd to the wheel
* `#16168 <https://github.com/numpy/numpy/pull/16168>`__: BUG:Umath remove unnecessary include of simd.inc in fast_loop_macro.h
* `#16169 <https://github.com/numpy/numpy/pull/16169>`__: DOC,BLD: Add :doc: to whitelisted roles in refguide_check.
* `#16170 <https://github.com/numpy/numpy/pull/16170>`__: ENH: resync numpy/__init__.pxd with upstream
* `#16171 <https://github.com/numpy/numpy/pull/16171>`__: ENH: allow choosing which manylinux artifact to download
* `#16173 <https://github.com/numpy/numpy/pull/16173>`__: MAINT: Mark tests as a subpackage rather than data.
* `#16182 <https://github.com/numpy/numpy/pull/16182>`__: Update Docs : point users of np.outer to np.multiply.outer
* `#16183 <https://github.com/numpy/numpy/pull/16183>`__: DOC: Fix link to numpy docs in README.
* `#16185 <https://github.com/numpy/numpy/pull/16185>`__: ENH: Allow pickle with protocol 5 when higher is requested
* `#16188 <https://github.com/numpy/numpy/pull/16188>`__: MAINT: cleanups to _iotools.StringConverter
* `#16197 <https://github.com/numpy/numpy/pull/16197>`__: DOC: Unify cross-references between array joining methods
* `#16199 <https://github.com/numpy/numpy/pull/16199>`__: DOC: Improve docstring of ``numpy.core.records``
* `#16201 <https://github.com/numpy/numpy/pull/16201>`__: DOC: update Code of Conduct committee
* `#16203 <https://github.com/numpy/numpy/pull/16203>`__: MAINT: Bump hypothesis from 5.10.4 to 5.12.0
* `#16204 <https://github.com/numpy/numpy/pull/16204>`__: MAINT: Bump pytest from 5.4.1 to 5.4.2
* `#16210 <https://github.com/numpy/numpy/pull/16210>`__: DOC: warn about runtime of shares_memory
* `#16213 <https://github.com/numpy/numpy/pull/16213>`__: ENH: backport scipy changes to openblas download script
* `#16214 <https://github.com/numpy/numpy/pull/16214>`__: BUG: skip complex256 arcsinh precision test on glibc2.17
* `#16215 <https://github.com/numpy/numpy/pull/16215>`__: MAINT: Chain exceptions and use NameError in np.bmat
* `#16216 <https://github.com/numpy/numpy/pull/16216>`__: DOC,BLD: pin sphinx to <3.0 in doc_requirements.txt
* `#16223 <https://github.com/numpy/numpy/pull/16223>`__: BUG: fix signature of PyArray_SearchSorted in __init__.pxd
* `#16224 <https://github.com/numpy/numpy/pull/16224>`__: ENH: add manylinux1 openblas hashes
* `#16226 <https://github.com/numpy/numpy/pull/16226>`__: DOC: Fix Generator.choice docstring
* `#16227 <https://github.com/numpy/numpy/pull/16227>`__: DOC: Add PyDev instructions to troubleshooting doc
* `#16228 <https://github.com/numpy/numpy/pull/16228>`__: DOC: Add Clang and MSVC to supported compilers list
* `#16240 <https://github.com/numpy/numpy/pull/16240>`__: DOC: Warn about behavior of ptp with signed integers.
* `#16258 <https://github.com/numpy/numpy/pull/16258>`__: DOC: Update the f2py section of the "Using Python as Glue" page.
* `#16263 <https://github.com/numpy/numpy/pull/16263>`__: BUG: Add missing decref in fromarray error path
* `#16265 <https://github.com/numpy/numpy/pull/16265>`__: ENH: Add tool for downloading release wheels from Anaconda.
* `#16269 <https://github.com/numpy/numpy/pull/16269>`__: DOC: Fix typos and cosmetic issues
* `#16280 <https://github.com/numpy/numpy/pull/16280>`__: REL: Prepare for the 1.19.0 release
* `#16293 <https://github.com/numpy/numpy/pull/16293>`__: BUG: Fix tools/download-wheels.py.
* `#16301 <https://github.com/numpy/numpy/pull/16301>`__: BUG: Require Python >= 3.6 in setup.py
* `#16312 <https://github.com/numpy/numpy/pull/16312>`__: BUG: relpath fails for different drives on windows
* `#16314 <https://github.com/numpy/numpy/pull/16314>`__: DOC: Fix documentation rendering,
* `#16341 <https://github.com/numpy/numpy/pull/16341>`__: BUG: Don't segfault on bad __len__ when assigning. (gh-16327)
* `#16342 <https://github.com/numpy/numpy/pull/16342>`__: MAINT: Stop Using PyEval_Call* and simplify some uses
* `#16343 <https://github.com/numpy/numpy/pull/16343>`__: BLD: Avoid "visibility attribute not supported" warning.
* `#16344 <https://github.com/numpy/numpy/pull/16344>`__: BUG: Allow attaching documentation twice in add_docstring
* `#16355 <https://github.com/numpy/numpy/pull/16355>`__: MAINT: Remove f-strings in setup.py. (gh-16346)
* `#16356 <https://github.com/numpy/numpy/pull/16356>`__: BUG: Indentation for docstrings
* `#16358 <https://github.com/numpy/numpy/pull/16358>`__: BUG: Fix dtype leak in `PyArray_FromAny` error path
* `#16383 <https://github.com/numpy/numpy/pull/16383>`__: ENH: Optimize Cpu feature detect in X86, fix for GCC on macOS...
* `#16398 <https://github.com/numpy/numpy/pull/16398>`__: MAINT: core: Use a raw string for the fromstring docstring.
* `#16399 <https://github.com/numpy/numpy/pull/16399>`__: MAINT: Make ctypes optional on Windows
* `#16400 <https://github.com/numpy/numpy/pull/16400>`__: BUG: Fix small leaks in error path and ``empty_like`` with shape
* `#16402 <https://github.com/numpy/numpy/pull/16402>`__: TST, MAINT: Fix detecting and testing armhf features
* `#16412 <https://github.com/numpy/numpy/pull/16412>`__: DOC,BLD: Update sphinx conf to use xelatex.
* `#16413 <https://github.com/numpy/numpy/pull/16413>`__: DOC,BLD: Update make dist html target.
* `#16414 <https://github.com/numpy/numpy/pull/16414>`__: MAINT, DOC: add index for user docs.
* `#16437 <https://github.com/numpy/numpy/pull/16437>`__: MAINT: support python 3.10
* `#16456 <https://github.com/numpy/numpy/pull/16456>`__: DOC: Fix troubleshooting code snippet when env vars are empty
* `#16457 <https://github.com/numpy/numpy/pull/16457>`__: REL: Prepare for the NumPy 1.19.0rc2 release.
* `#16526 <https://github.com/numpy/numpy/pull/16526>`__: MAINT:ARMHF Fix detecting feature groups NEON_HALF and NEON_VFPV4
* `#16527 <https://github.com/numpy/numpy/pull/16527>`__: BUG:random: Error when ``size`` is smaller than broadcast input...
* `#16528 <https://github.com/numpy/numpy/pull/16528>`__: BUG: fix GCC 10 major version comparison
* `#16563 <https://github.com/numpy/numpy/pull/16563>`__: BUG: Ensure SeedSequence 0-padding does not collide with spawn...
* `#16586 <https://github.com/numpy/numpy/pull/16586>`__: BUG: fix sin/cos bug when input is strided array
* `#16602 <https://github.com/numpy/numpy/pull/16602>`__: MAINT: Move and improve ``test_ignore_nan_ulperror``.
* `#16645 <https://github.com/numpy/numpy/pull/16645>`__: REL: Update 1.19.0-changelog.rst for 1.19.0 release.
