doc/changelog/1.17.0-changelog.rst
A total of 150 people contributed to this release. People with a "+" by their names contributed a patch for the first time.
A total of 532 pull requests were merged for this release.
#4808 <https://github.com/numpy/numpy/pull/4808>__: ENH: Make the mode parameter of np.pad default to 'constant'#8131 <https://github.com/numpy/numpy/pull/8131>__: BUG: Fix help() formatting for deprecated functions.#8159 <https://github.com/numpy/numpy/pull/8159>__: ENH: Add import time benchmarks.#8641 <https://github.com/numpy/numpy/pull/8641>__: BUG: Preserve types of empty arrays in ix_ when known#8662 <https://github.com/numpy/numpy/pull/8662>__: ENH: preserve subclasses in ufunc.outer#9330 <https://github.com/numpy/numpy/pull/9330>__: ENH: Make errstate a ContextDecorator in Python3#10308 <https://github.com/numpy/numpy/pull/10308>__: API: Make MaskedArray.mask return a view, rather than the underlying...#10417 <https://github.com/numpy/numpy/pull/10417>__: ENH: Allow dtype objects to be indexed with multiple fields at...#10723 <https://github.com/numpy/numpy/pull/10723>__: BUG: longdouble(int) does not work#10741 <https://github.com/numpy/numpy/pull/10741>__: ENH: Implement np.floating.as_integer_ratio#10855 <https://github.com/numpy/numpy/pull/10855>__: ENH: Adding a count parameter to np.unpackbits#11230 <https://github.com/numpy/numpy/pull/11230>__: MAINT: More cleanup of einsum#11233 <https://github.com/numpy/numpy/pull/11233>__: BUG: ensure i0 does not change the shape.#11358 <https://github.com/numpy/numpy/pull/11358>__: MAINT: Rewrite numpy.pad without concatenate#11684 <https://github.com/numpy/numpy/pull/11684>__: BUG: Raise when unravel_index, ravel_multi_index are given empty...#11689 <https://github.com/numpy/numpy/pull/11689>__: DOC: Add ref docs for C generic types.#11721 <https://github.com/numpy/numpy/pull/11721>__: BUG: Make arr.ctypes.data hold onto a reference to the underlying...#11829 <https://github.com/numpy/numpy/pull/11829>__: MAINT: Use textwrap.dedent in f2py tests#11859 <https://github.com/numpy/numpy/pull/11859>__: BUG: test and fix np.dtype('i,L') #5645#11888 <https://github.com/numpy/numpy/pull/11888>__: ENH: Add pocketfft sources to numpy for testing, benchmarks,...#11977 <https://github.com/numpy/numpy/pull/11977>__: BUG: reference cycle in np.vectorize#12025 <https://github.com/numpy/numpy/pull/12025>__: DOC: add detail for 'where' argument in ufunc#12152 <https://github.com/numpy/numpy/pull/12152>__: TST: Added tests for np.tensordot()#12201 <https://github.com/numpy/numpy/pull/12201>__: TST: coverage for _commonType()#12234 <https://github.com/numpy/numpy/pull/12234>__: MAINT: refactor PyArray_AdaptFlexibleDType to return a meaningful...#12239 <https://github.com/numpy/numpy/pull/12239>__: BUG: polyval returned non-masked arrays for masked input.#12253 <https://github.com/numpy/numpy/pull/12253>__: DOC, TST: enable doctests#12308 <https://github.com/numpy/numpy/pull/12308>__: ENH: add mm->q floordiv#12317 <https://github.com/numpy/numpy/pull/12317>__: ENH: port np.core.overrides to C for speed#12333 <https://github.com/numpy/numpy/pull/12333>__: DOC: update description of the Dirichlet distribution#12418 <https://github.com/numpy/numpy/pull/12418>__: ENH: Add timsort to npysort#12428 <https://github.com/numpy/numpy/pull/12428>__: ENH: always use zip64, upgrade pickle protocol to 3#12456 <https://github.com/numpy/numpy/pull/12456>__: ENH: Add np.ctypeslib.as_ctypes_type(dtype), improve np.ctypeslib.as_ctypes#12457 <https://github.com/numpy/numpy/pull/12457>__: TST: openblas for Azure MacOS#12463 <https://github.com/numpy/numpy/pull/12463>__: DOC: fix docstrings for broadcastable inputs in ufunc#12502 <https://github.com/numpy/numpy/pull/12502>__: TST: Azure Python version fix#12506 <https://github.com/numpy/numpy/pull/12506>__: MAINT: Prepare master for 1.17.0 development.#12508 <https://github.com/numpy/numpy/pull/12508>__: DOC, MAINT: Make PYVER = 3 in doc/Makefile.#12511 <https://github.com/numpy/numpy/pull/12511>__: BUG: don't check alignment of size=0 arrays (RELAXED_STRIDES)#12512 <https://github.com/numpy/numpy/pull/12512>__: added template-generated files to .gitignore#12519 <https://github.com/numpy/numpy/pull/12519>__: ENH/DEP: Use a ufunc under the hood for ndarray.clip#12522 <https://github.com/numpy/numpy/pull/12522>__: BUG: Make new-lines in compiler error messages print to the console#12524 <https://github.com/numpy/numpy/pull/12524>__: BUG: fix improper use of C-API#12526 <https://github.com/numpy/numpy/pull/12526>__: BUG: reorder operations for VS2015#12527 <https://github.com/numpy/numpy/pull/12527>__: DEV: Fix lgtm.com C/C++ build#12528 <https://github.com/numpy/numpy/pull/12528>__: BUG: fix an unsafe PyTuple_GET_ITEM call#12532 <https://github.com/numpy/numpy/pull/12532>__: DEV: add ctags option file#12534 <https://github.com/numpy/numpy/pull/12534>__: DOC: Fix desc. of Ellipsis behavior in reference#12537 <https://github.com/numpy/numpy/pull/12537>__: DOC: Change 'num' to 'np'#12538 <https://github.com/numpy/numpy/pull/12538>__: MAINT: remove VC 9.0 from CI#12539 <https://github.com/numpy/numpy/pull/12539>__: DEV: remove travis 32 bit job since it is running on azure#12543 <https://github.com/numpy/numpy/pull/12543>__: TST: wheel-match Linux openblas in CI#12544 <https://github.com/numpy/numpy/pull/12544>__: BUG: fix refcount issue caused by #12524#12545 <https://github.com/numpy/numpy/pull/12545>__: BUG: Ensure probabilities are not NaN in choice#12546 <https://github.com/numpy/numpy/pull/12546>__: BUG: check for errors after PyArray_DESCR_REPLACE#12547 <https://github.com/numpy/numpy/pull/12547>__: ENH: Cast covariance to double in random mvnormal#12549 <https://github.com/numpy/numpy/pull/12549>__: TST: relax codecov project threshold#12551 <https://github.com/numpy/numpy/pull/12551>__: MAINT: add warning to numpy.distutils for LDFLAGS append behavior.#12552 <https://github.com/numpy/numpy/pull/12552>__: BENCH: Improve benchmarks for numpy.pad#12554 <https://github.com/numpy/numpy/pull/12554>__: DOC: more doc updates for structured arrays#12555 <https://github.com/numpy/numpy/pull/12555>__: BUG: only override vector size for avx code#12560 <https://github.com/numpy/numpy/pull/12560>__: DOC: fix some doctest failures#12566 <https://github.com/numpy/numpy/pull/12566>__: BUG: fix segfault in ctypeslib with obj being collected#12571 <https://github.com/numpy/numpy/pull/12571>__: Revert "Merge pull request #11721 from eric-wieser/fix-9647"#12572 <https://github.com/numpy/numpy/pull/12572>__: BUG: Make arr.ctypes.data hold a reference to the underlying...#12575 <https://github.com/numpy/numpy/pull/12575>__: ENH: improve performance for numpy.core.records.find_duplicate#12577 <https://github.com/numpy/numpy/pull/12577>__: BUG: fix f2py pep338 execution method#12578 <https://github.com/numpy/numpy/pull/12578>__: TST: activate shippable maintenance branches#12583 <https://github.com/numpy/numpy/pull/12583>__: TST: add test for 'python -mnumpy.f2py'#12584 <https://github.com/numpy/numpy/pull/12584>__: Clarify skiprows in loadtxt#12586 <https://github.com/numpy/numpy/pull/12586>__: ENH: Implement radix sort#12589 <https://github.com/numpy/numpy/pull/12589>__: MAINT: Update changelog.py for Python 3.#12591 <https://github.com/numpy/numpy/pull/12591>__: ENH: add "max difference" messages to np.testing.assert_array_equal#12592 <https://github.com/numpy/numpy/pull/12592>__: BUG,TST: Remove the misguided run_command that wraps subprocess#12593 <https://github.com/numpy/numpy/pull/12593>__: ENH,WIP: Use richer exception types for ufunc type resolution...#12594 <https://github.com/numpy/numpy/pull/12594>__: DEV, BUILD: add pypy3 to azure CI#12596 <https://github.com/numpy/numpy/pull/12596>__: ENH: improve performance of numpy.core.records.fromarrays#12601 <https://github.com/numpy/numpy/pull/12601>__: DOC: Correct documentation of numpy.delete obj parameter.#12602 <https://github.com/numpy/numpy/pull/12602>__: DOC: Update RELEASE_WALKTHROUGH.rst.#12604 <https://github.com/numpy/numpy/pull/12604>__: BUG: Check that dtype and formats arguments for None.#12606 <https://github.com/numpy/numpy/pull/12606>__: DOC: Document NPY_SORTKIND parameter in PyArray_Sort#12608 <https://github.com/numpy/numpy/pull/12608>__: MAINT: Use *.format for some strings.#12609 <https://github.com/numpy/numpy/pull/12609>__: ENH: Deprecate writeable broadcast_array#12610 <https://github.com/numpy/numpy/pull/12610>__: TST: Update runtests.py to specify C99 for gcc.#12611 <https://github.com/numpy/numpy/pull/12611>__: BUG: longdouble with elsize 12 is never uint alignable#12612 <https://github.com/numpy/numpy/pull/12612>__: TST: Update travis-test.sh for C99#12616 <https://github.com/numpy/numpy/pull/12616>__: BLD: Fix minimum Python version in setup.py#12617 <https://github.com/numpy/numpy/pull/12617>__: BUG: Add missing free in ufunc dealloc#12618 <https://github.com/numpy/numpy/pull/12618>__: MAINT: add test for 12-byte alignment#12620 <https://github.com/numpy/numpy/pull/12620>__: BLD: move -std=c99 addition to CFLAGS to Azure config#12624 <https://github.com/numpy/numpy/pull/12624>__: BUG: Fix incorrect/missing reference cleanups found using valgrind#12626 <https://github.com/numpy/numpy/pull/12626>__: BUG: fix uint alignment asserts in lowlevel loops#12631 <https://github.com/numpy/numpy/pull/12631>__: BUG: fix f2py problem to build wrappers using PGI's Fortran#12634 <https://github.com/numpy/numpy/pull/12634>__: DOC, TST: remove "agg" setting from docs#12639 <https://github.com/numpy/numpy/pull/12639>__: BENCH: don't fail at import time with old Numpy#12641 <https://github.com/numpy/numpy/pull/12641>__: DOC: update 2018 -> 2019#12644 <https://github.com/numpy/numpy/pull/12644>__: ENH: where for ufunc reductions#12645 <https://github.com/numpy/numpy/pull/12645>__: DOC: Minor fix to pocketfft release note#12650 <https://github.com/numpy/numpy/pull/12650>__: BUG: Fix reference counting for subarrays containing objects#12651 <https://github.com/numpy/numpy/pull/12651>__: DOC: SimpleNewFromDescr cannot be given NULL for descr#12666 <https://github.com/numpy/numpy/pull/12666>__: BENCH: add asv nanfunction benchmarks#12668 <https://github.com/numpy/numpy/pull/12668>__: ENH: Improve error messages for non-matching shapes in concatenate.#12671 <https://github.com/numpy/numpy/pull/12671>__: TST: Fix endianness in unstuctured_to_structured test#12672 <https://github.com/numpy/numpy/pull/12672>__: BUG: Add 'sparc' to platforms implementing 16 byte reals.#12677 <https://github.com/numpy/numpy/pull/12677>__: MAINT: Further fixups to uint alignment checks#12679 <https://github.com/numpy/numpy/pull/12679>__: ENH: remove "Invalid value" warnings from median, percentile#12680 <https://github.com/numpy/numpy/pull/12680>__: BUG: Ensure failing memory allocations are reported#12683 <https://github.com/numpy/numpy/pull/12683>__: ENH: add mm->qm divmod#12684 <https://github.com/numpy/numpy/pull/12684>__: DEV: remove _arg from public API, add matmul to benchmark ufuncs#12685 <https://github.com/numpy/numpy/pull/12685>__: BUG: Make pocketfft handle long doubles.#12687 <https://github.com/numpy/numpy/pull/12687>__: ENH: Better links in documentation#12690 <https://github.com/numpy/numpy/pull/12690>__: WIP, ENH: add _nan_mask function#12693 <https://github.com/numpy/numpy/pull/12693>__: ENH: Add a hermitian argument to pinv and svd, matching matrix_rank#12696 <https://github.com/numpy/numpy/pull/12696>__: BUG: Fix leak of void scalar buffer info#12698 <https://github.com/numpy/numpy/pull/12698>__: DOC: improve comments in copycast_isaligned#12700 <https://github.com/numpy/numpy/pull/12700>__: ENH: chain additional exception on ufunc method lookup error#12702 <https://github.com/numpy/numpy/pull/12702>__: TST: Check FFT results for C/Fortran ordered and non contiguous...#12704 <https://github.com/numpy/numpy/pull/12704>__: TST: pin Azure brew version for stability#12709 <https://github.com/numpy/numpy/pull/12709>__: TST: add ppc64le to Travis CI matrix#12713 <https://github.com/numpy/numpy/pull/12713>__: BUG: loosen kwargs requirements in ediff1d#12722 <https://github.com/numpy/numpy/pull/12722>__: BUG: Fix rounding of denormals in double and float to half casts...#12723 <https://github.com/numpy/numpy/pull/12723>__: BENCH: Include other sort benchmarks#12724 <https://github.com/numpy/numpy/pull/12724>__: BENCH: quiet DeprecationWarning#12727 <https://github.com/numpy/numpy/pull/12727>__: DOC: fix and doctest tutorial#12728 <https://github.com/numpy/numpy/pull/12728>__: DOC: clarify the suffix of single/extended precision math constants#12729 <https://github.com/numpy/numpy/pull/12729>__: DOC: Extend documentation of ndarray.tolist#12731 <https://github.com/numpy/numpy/pull/12731>__: DOC: Update release notes and changelog after 1.16.0 release.#12733 <https://github.com/numpy/numpy/pull/12733>__: DOC: clarify the extend of array_function support in NumPy...#12741 <https://github.com/numpy/numpy/pull/12741>__: DOC: fix generalized eigenproblem reference in "NumPy for MATLAB...#12743 <https://github.com/numpy/numpy/pull/12743>__: BUG: Fix crash in error message formatting introduced by gh-11230#12748 <https://github.com/numpy/numpy/pull/12748>__: BUG: Fix SystemError when pickling datetime64 array with pickle5#12757 <https://github.com/numpy/numpy/pull/12757>__: BUG: Added parens to macro argument expansions#12758 <https://github.com/numpy/numpy/pull/12758>__: DOC: Update docstring of diff() to use 'i' not 'n'#12762 <https://github.com/numpy/numpy/pull/12762>__: MAINT: Change the order of checking for locale file and import...#12783 <https://github.com/numpy/numpy/pull/12783>__: DOC: document C99 requirement in dev guide#12787 <https://github.com/numpy/numpy/pull/12787>__: DOC: remove recommendation to add main for testing#12805 <https://github.com/numpy/numpy/pull/12805>__: BUG: double decref of dtype in failure codepath. Test and fix#12807 <https://github.com/numpy/numpy/pull/12807>__: BUG, DOC: test, fix that f2py.compile accepts str and bytes,...#12814 <https://github.com/numpy/numpy/pull/12814>__: BUG: resolve writeback in arr_insert failure paths#12815 <https://github.com/numpy/numpy/pull/12815>__: BUG: Fix testing of f2py.compile from strings.#12818 <https://github.com/numpy/numpy/pull/12818>__: DOC: remove python2-only methods, small cleanups#12824 <https://github.com/numpy/numpy/pull/12824>__: BUG: fix to check before apply shlex.split#12830 <https://github.com/numpy/numpy/pull/12830>__: ENH: array_function updates for NumPy 1.17.0#12831 <https://github.com/numpy/numpy/pull/12831>__: BUG: Catch stderr when checking compiler version#12842 <https://github.com/numpy/numpy/pull/12842>__: BUG: ndarrays pickled by 1.16 cannot be loaded by 1.15.4 and...#12846 <https://github.com/numpy/numpy/pull/12846>__: BUG: fix signed zero behavior in npy_divmod#12850 <https://github.com/numpy/numpy/pull/12850>__: BUG: fail if old multiarray module detected#12851 <https://github.com/numpy/numpy/pull/12851>__: TEST: use xenial by default for travis#12854 <https://github.com/numpy/numpy/pull/12854>__: BUG: do not Py_DECREF NULL pointer#12857 <https://github.com/numpy/numpy/pull/12857>__: STY: simplify code#12863 <https://github.com/numpy/numpy/pull/12863>__: TEST: pin mingw version#12866 <https://github.com/numpy/numpy/pull/12866>__: DOC: link to benchmarking info#12867 <https://github.com/numpy/numpy/pull/12867>__: TST: Use same OpenBLAS build for testing as for current wheels.#12871 <https://github.com/numpy/numpy/pull/12871>__: ENH: add c-imported modules to namespace for freeze analysis#12877 <https://github.com/numpy/numpy/pull/12877>__: Remove deprecated sudo: false from .travis.yml#12879 <https://github.com/numpy/numpy/pull/12879>__: DEP: deprecate exec_command#12885 <https://github.com/numpy/numpy/pull/12885>__: DOC: fix math formatting of np.linalg.lstsq docs#12886 <https://github.com/numpy/numpy/pull/12886>__: DOC: add missing character routines, fix #8578#12887 <https://github.com/numpy/numpy/pull/12887>__: BUG: Fix np.rec.fromarrays on arrays which are already structured#12889 <https://github.com/numpy/numpy/pull/12889>__: BUG: Make allow_pickle=False the default for loading#12892 <https://github.com/numpy/numpy/pull/12892>__: BUG: Do not double-quote arguments passed on to the linker#12894 <https://github.com/numpy/numpy/pull/12894>__: MAINT: Removed unused and confusingly indirect imports from mingw32ccompiler#12895 <https://github.com/numpy/numpy/pull/12895>__: BUG: Do not insert extra double quote into preprocessor macros#12903 <https://github.com/numpy/numpy/pull/12903>__: TST: fix vmImage dispatch in Azure#12905 <https://github.com/numpy/numpy/pull/12905>__: BUG: fix byte order reversal for datetime64[ns]#12908 <https://github.com/numpy/numpy/pull/12908>__: DOC: Update master following 1.16.1 release.#12911 <https://github.com/numpy/numpy/pull/12911>__: BLD: fix doc build for distribution.#12915 <https://github.com/numpy/numpy/pull/12915>__: ENH: pathlib support for fromfile(), .tofile() and .dump()#12920 <https://github.com/numpy/numpy/pull/12920>__: MAINT: remove complicated test of multiarray import failure mode#12922 <https://github.com/numpy/numpy/pull/12922>__: DOC: Add note about arbitrary code execution to numpy.load#12925 <https://github.com/numpy/numpy/pull/12925>__: BUG: parse shell escaping in extra_compile_args and extra_link_args#12928 <https://github.com/numpy/numpy/pull/12928>__: MAINT: Merge together the unary and binary type resolvers#12929 <https://github.com/numpy/numpy/pull/12929>__: DOC: fix documentation bug in np.argsort and extend examples#12931 <https://github.com/numpy/numpy/pull/12931>__: MAINT: Remove recurring check#12932 <https://github.com/numpy/numpy/pull/12932>__: BUG: do not dereference NULL pointer#12937 <https://github.com/numpy/numpy/pull/12937>__: DOC: Correct negative_binomial docstring#12944 <https://github.com/numpy/numpy/pull/12944>__: BUG: Make timsort deal with zero length elements.#12945 <https://github.com/numpy/numpy/pull/12945>__: BUG: Add timsort without breaking the API.#12949 <https://github.com/numpy/numpy/pull/12949>__: DOC: ndarray.max is missing#12962 <https://github.com/numpy/numpy/pull/12962>__: ENH: Add 'bitorder' keyword to packbits, unpackbits#12963 <https://github.com/numpy/numpy/pull/12963>__: DOC: Grammatical fix in numpy doc#12964 <https://github.com/numpy/numpy/pull/12964>__: DOC: Document that scale==0 is now allowed in many distributions.#12965 <https://github.com/numpy/numpy/pull/12965>__: DOC: Properly format Return section of ogrid Docstring,#12968 <https://github.com/numpy/numpy/pull/12968>__: BENCH: Re-write sorting benchmarks#12971 <https://github.com/numpy/numpy/pull/12971>__: ENH: Add 'offset' keyword to 'numpy.fromfile()'#12973 <https://github.com/numpy/numpy/pull/12973>__: DOC: Recommend adding dimension to switch between row and column...#12983 <https://github.com/numpy/numpy/pull/12983>__: DOC: Randomstate docstring fixes#12984 <https://github.com/numpy/numpy/pull/12984>__: DOC: Add examples of negative shifts in np.roll#12986 <https://github.com/numpy/numpy/pull/12986>__: BENCH: set ones in any/all benchmarks to 1 instead of 0#12988 <https://github.com/numpy/numpy/pull/12988>__: ENH: Create boolean and integer ufuncs for isnan, isinf, and...#12989 <https://github.com/numpy/numpy/pull/12989>__: ENH: Correct handling of infinities in np.interp (option B)#12995 <https://github.com/numpy/numpy/pull/12995>__: BUG: Add missing PyErr_NoMemory() for reporting a failed malloc#12996 <https://github.com/numpy/numpy/pull/12996>__: MAINT: Use the same multiplication order in interp for cached...#13002 <https://github.com/numpy/numpy/pull/13002>__: DOC: reduce warnings when building, and rephrase slightly#13004 <https://github.com/numpy/numpy/pull/13004>__: MAINT: minor changes for consistency to site.cfg.example#13008 <https://github.com/numpy/numpy/pull/13008>__: MAINT: Move pickle import to numpy.compat#13019 <https://github.com/numpy/numpy/pull/13019>__: BLD: Windows absolute path DLL loading#13023 <https://github.com/numpy/numpy/pull/13023>__: BUG: Changes to string-to-shell parsing behavior broke paths...#13027 <https://github.com/numpy/numpy/pull/13027>__: BUG: Fix regression in parsing of F90 and F77 environment variables#13031 <https://github.com/numpy/numpy/pull/13031>__: MAINT: Replace if statement with a dictionary lookup for ease...#13032 <https://github.com/numpy/numpy/pull/13032>__: MAINT: Extract the loop macros into their own header#13033 <https://github.com/numpy/numpy/pull/13033>__: MAINT: Convert property to @property#13035 <https://github.com/numpy/numpy/pull/13035>__: DOC: Draw more attention to which functions in random are convenience...#13036 <https://github.com/numpy/numpy/pull/13036>__: BUG: array_interface offset was always ignored#13039 <https://github.com/numpy/numpy/pull/13039>__: BUG: Remove error-prone borrowed reference handling#13044 <https://github.com/numpy/numpy/pull/13044>__: DOC: link to devdocs in README#13046 <https://github.com/numpy/numpy/pull/13046>__: ENH: Add shape to *_like() array creation#13049 <https://github.com/numpy/numpy/pull/13049>__: MAINT: remove undocumented buffer attribute lookup#13050 <https://github.com/numpy/numpy/pull/13050>__: BLD: make doc build work more robustly.#13054 <https://github.com/numpy/numpy/pull/13054>__: DOC: Added maximum_sctype to documentation#13055 <https://github.com/numpy/numpy/pull/13055>__: DOC: Post NumPy 1.16.2 release update.#13056 <https://github.com/numpy/numpy/pull/13056>__: BUG: Fixes to numpy.distutils.Configuration.get_version#13058 <https://github.com/numpy/numpy/pull/13058>__: DOC: update docstring in numpy.interp docstring#13060 <https://github.com/numpy/numpy/pull/13060>__: BUG: Use C call to sysctlbyname for AVX detection on MacOS#13063 <https://github.com/numpy/numpy/pull/13063>__: DOC: revert PR #13058 and fixup Makefile#13067 <https://github.com/numpy/numpy/pull/13067>__: MAINT: Use with statements for opening files in distutils#13068 <https://github.com/numpy/numpy/pull/13068>__: BUG: Add error checks when converting integers to datetime types#13071 <https://github.com/numpy/numpy/pull/13071>__: DOC: Removed incorrect claim regarding shape constraints for...#13073 <https://github.com/numpy/numpy/pull/13073>__: MAINT: Fix ABCPolyBase in various ways#13075 <https://github.com/numpy/numpy/pull/13075>__: BUG: Convert fortran flags in environment variable#13076 <https://github.com/numpy/numpy/pull/13076>__: BUG: Remove our patched version of distutils.split_quoted#13077 <https://github.com/numpy/numpy/pull/13077>__: BUG: Fix errors in string formatting while producing an error#13078 <https://github.com/numpy/numpy/pull/13078>__: MAINT: deduplicate fromroots in np.polynomial#13079 <https://github.com/numpy/numpy/pull/13079>__: MAINT: Merge duplicate implementations of *vander2d and *vander3d...#13086 <https://github.com/numpy/numpy/pull/13086>__: BLD: fix include list for sdist building#13090 <https://github.com/numpy/numpy/pull/13090>__: BUILD: sphinx 1.8.3 can be used with our outdated templates#13092 <https://github.com/numpy/numpy/pull/13092>__: BUG: ensure linspace works on object input.#13093 <https://github.com/numpy/numpy/pull/13093>__: BUG: Fix parameter validity checks in random.choice.#13095 <https://github.com/numpy/numpy/pull/13095>__: BUG: Fix testsuite failures on ppc and riscv#13096 <https://github.com/numpy/numpy/pull/13096>__: TEST: allow refcheck result to vary, increase discoverability...#13097 <https://github.com/numpy/numpy/pull/13097>__: DOC: update doc of ndarray.T#13099 <https://github.com/numpy/numpy/pull/13099>__: DOC: Add note about "copy and slicing"#13104 <https://github.com/numpy/numpy/pull/13104>__: DOC: fix references in docs#13107 <https://github.com/numpy/numpy/pull/13107>__: MAINT: Unify polynomial valnd functions#13108 <https://github.com/numpy/numpy/pull/13108>__: MAINT: Merge duplicate implementations of hermvander2d and...#13109 <https://github.com/numpy/numpy/pull/13109>__: Prevent traceback chaining in _wrapfunc.#13111 <https://github.com/numpy/numpy/pull/13111>__: MAINT: Unify polydiv#13115 <https://github.com/numpy/numpy/pull/13115>__: DOC: Fix #12050 by updating numpy.random.hypergeometric docs#13116 <https://github.com/numpy/numpy/pull/13116>__: DOC: Add backticks in linalg docstrings.#13117 <https://github.com/numpy/numpy/pull/13117>__: DOC: Fix arg type for np.pad, fix #9489#13118 <https://github.com/numpy/numpy/pull/13118>__: DOC: update scipy-sphinx-theme, fixes search#13119 <https://github.com/numpy/numpy/pull/13119>__: DOC: Fix c-api function documentation duplication.#13125 <https://github.com/numpy/numpy/pull/13125>__: BUG: Fix unhandled exception in CBLAS detection#13126 <https://github.com/numpy/numpy/pull/13126>__: DEP: polynomial: Be stricter about integral arguments#13127 <https://github.com/numpy/numpy/pull/13127>__: DOC: Tidy 1.17.0 release note newlines#13128 <https://github.com/numpy/numpy/pull/13128>__: MAINT: Unify polynomial addition and subtraction functions#13130 <https://github.com/numpy/numpy/pull/13130>__: MAINT: Unify polynomial fitting functions#13131 <https://github.com/numpy/numpy/pull/13131>__: BUILD: use 'quiet' when building docs#13132 <https://github.com/numpy/numpy/pull/13132>__: BLD: Allow users to specify BLAS and LAPACK library link order#13134 <https://github.com/numpy/numpy/pull/13134>__: ENH: Use AVX for float32 implementation of np.exp & np.log#13137 <https://github.com/numpy/numpy/pull/13137>__: BUG: Fix build for glibc on ARC and uclibc.#13140 <https://github.com/numpy/numpy/pull/13140>__: DEV: cleanup imports and some assignments (from LGTM)#13146 <https://github.com/numpy/numpy/pull/13146>__: MAINT: Unify polynomial power functions#13147 <https://github.com/numpy/numpy/pull/13147>__: DOC: Add description of overflow errors#13149 <https://github.com/numpy/numpy/pull/13149>__: DOC: correction to numpy.pad docstring#13157 <https://github.com/numpy/numpy/pull/13157>__: BLD: streamlined library names in site.cfg sections#13158 <https://github.com/numpy/numpy/pull/13158>__: BLD: Add libflame as a LAPACK back-end#13161 <https://github.com/numpy/numpy/pull/13161>__: BLD: streamlined CBLAS linkage tries, default to try libraries...#13162 <https://github.com/numpy/numpy/pull/13162>__: BUILD: update numpydoc to latest version#13163 <https://github.com/numpy/numpy/pull/13163>__: ENH: randomgen#13169 <https://github.com/numpy/numpy/pull/13169>__: STY: Fix weird indents to be multiples of 4 spaces#13170 <https://github.com/numpy/numpy/pull/13170>__: DOC, BUILD: fail the devdoc build if there are warnings#13174 <https://github.com/numpy/numpy/pull/13174>__: DOC: Removed some c-api duplication#13176 <https://github.com/numpy/numpy/pull/13176>__: BUG: fix reference count error on invalid input to ndarray.flat#13181 <https://github.com/numpy/numpy/pull/13181>__: BENCH, BUG: fix Savez suite, previously was actually calling...#13182 <https://github.com/numpy/numpy/pull/13182>__: MAINT: add overlap checks to choose, take, put, putmask#13188 <https://github.com/numpy/numpy/pull/13188>__: MAINT: Simplify logic in convert_datetime_to_datetimestruct#13202 <https://github.com/numpy/numpy/pull/13202>__: ENH: use rotated companion matrix to reduce error#13203 <https://github.com/numpy/numpy/pull/13203>__: DOC: Use std docstring for multivariate normal#13205 <https://github.com/numpy/numpy/pull/13205>__: DOC : Fix C-API documentation references to items that don't...#13206 <https://github.com/numpy/numpy/pull/13206>__: BUILD: pin sphinx to 1.8.5#13208 <https://github.com/numpy/numpy/pull/13208>__: MAINT: cleanup of fast_loop_macros.h#13216 <https://github.com/numpy/numpy/pull/13216>__: Adding an example of successful execution of numpy.test() to...#13217 <https://github.com/numpy/numpy/pull/13217>__: TST: always publish Azure tests#13218 <https://github.com/numpy/numpy/pull/13218>__: ENH: isfinite support for datetime64 and timedelta64#13219 <https://github.com/numpy/numpy/pull/13219>__: ENH: nan_to_num keyword addition (was #9355)#13222 <https://github.com/numpy/numpy/pull/13222>__: DOC: Document/ Deprecate functions exposed in "numpy" namespace#13224 <https://github.com/numpy/numpy/pull/13224>__: Improve error message for negative valued argument#13226 <https://github.com/numpy/numpy/pull/13226>__: DOC: Fix small issues in mtrand doc strings#13231 <https://github.com/numpy/numpy/pull/13231>__: DOC: Change the required Sphinx version to build documentation#13234 <https://github.com/numpy/numpy/pull/13234>__: DOC : PyArray_Descr.names undocumented#13239 <https://github.com/numpy/numpy/pull/13239>__: DOC: Minor grammatical fixes in NumPy docs#13242 <https://github.com/numpy/numpy/pull/13242>__: DOC: fix docstring for floor_divide#13243 <https://github.com/numpy/numpy/pull/13243>__: MAINT: replace SETREF with assignment to ret array in ndarray.flat#13244 <https://github.com/numpy/numpy/pull/13244>__: DOC: Improve mtrand docstrings#13250 <https://github.com/numpy/numpy/pull/13250>__: MAINT: Improve efficiency of pad by avoiding use of apply_along_axis#13253 <https://github.com/numpy/numpy/pull/13253>__: TST: fail Azure CI if test failures#13259 <https://github.com/numpy/numpy/pull/13259>__: DOC: Small readability improvement#13262 <https://github.com/numpy/numpy/pull/13262>__: DOC : Correcting bug on Documentation Page (Byteswapping)#13264 <https://github.com/numpy/numpy/pull/13264>__: TST: use OpenBLAS v0.3.5 for POWER8 CI runs#13269 <https://github.com/numpy/numpy/pull/13269>__: BUG, MAINT: f2py: Add a cast to avoid a compiler warning.#13270 <https://github.com/numpy/numpy/pull/13270>__: TST: use OpenBLAS v0.3.5 for ARMv8 CI#13271 <https://github.com/numpy/numpy/pull/13271>__: ENH: vectorize np.abs for unsigned ints and half, improving performance...#13273 <https://github.com/numpy/numpy/pull/13273>__: BUG: Fix null pointer dereference in PyArray_DTypeFromObject#13277 <https://github.com/numpy/numpy/pull/13277>__: DOC: Document caveat in random.uniform#13287 <https://github.com/numpy/numpy/pull/13287>__: Add benchmark for sorting random array.#13289 <https://github.com/numpy/numpy/pull/13289>__: DOC: add Quansight Labs as an Institutional Partner#13291 <https://github.com/numpy/numpy/pull/13291>__: MAINT: fix unused variable warning in npy_math_complex.c.src#13292 <https://github.com/numpy/numpy/pull/13292>__: DOC: update numpydoc to latest master#13293 <https://github.com/numpy/numpy/pull/13293>__: DOC: add more info to failure message#13298 <https://github.com/numpy/numpy/pull/13298>__: ENH: Added clearer exception for np.diff on 0-dimensional ndarray#13301 <https://github.com/numpy/numpy/pull/13301>__: BUG: Fix crash when calling savetxt on a padded array#13305 <https://github.com/numpy/numpy/pull/13305>__: NEP: Update NEP-18 to include the __skip_array_function__...#13306 <https://github.com/numpy/numpy/pull/13306>__: MAINT: better MemoryError message (#13225)#13309 <https://github.com/numpy/numpy/pull/13309>__: DOC: list Quansight rather than Quansight Labs as Institutional...#13310 <https://github.com/numpy/numpy/pull/13310>__: ENH: Add project_urls to setup#13311 <https://github.com/numpy/numpy/pull/13311>__: BUG: Fix bad error message in np.memmap#13312 <https://github.com/numpy/numpy/pull/13312>__: BUG: Close files if an error occurs in genfromtxt#13313 <https://github.com/numpy/numpy/pull/13313>__: MAINT: fix typo in 'self'#13314 <https://github.com/numpy/numpy/pull/13314>__: DOC: remove misplaced section at bottom of governance people...#13316 <https://github.com/numpy/numpy/pull/13316>__: DOC: Added anti-diagonal examples to np.diagonal and np.fill_diagonal#13320 <https://github.com/numpy/numpy/pull/13320>__: MAINT: remove unused file#13321 <https://github.com/numpy/numpy/pull/13321>__: MAINT: Move exceptions from core._internal to core._exceptions#13322 <https://github.com/numpy/numpy/pull/13322>__: MAINT: Move umath error helpers into their own module#13323 <https://github.com/numpy/numpy/pull/13323>__: BUG: ufunc.at iteration variable size fix#13324 <https://github.com/numpy/numpy/pull/13324>__: MAINT: Move asarray helpers into their own module#13326 <https://github.com/numpy/numpy/pull/13326>__: DEP: Deprecate collapsing shape-1 dtype fields to scalars.#13328 <https://github.com/numpy/numpy/pull/13328>__: MAINT: Tidy up error message for accumulate and reduceat#13331 <https://github.com/numpy/numpy/pull/13331>__: DOC, BLD: fix doc build issues in preparation for the next numpydoc...#13332 <https://github.com/numpy/numpy/pull/13332>__: BUG: Always return views from structured_to_unstructured when...#13334 <https://github.com/numpy/numpy/pull/13334>__: BUG: Fix structured_to_unstructured on single-field types#13335 <https://github.com/numpy/numpy/pull/13335>__: DOC: Add as_ctypes_type to the documentation#13336 <https://github.com/numpy/numpy/pull/13336>__: BUILD: fail documentation build if numpy version does not match#13337 <https://github.com/numpy/numpy/pull/13337>__: DOC: Add docstrings for consistency in aliases#13346 <https://github.com/numpy/numpy/pull/13346>__: BUG/MAINT: Tidy typeinfo.h and .c#13348 <https://github.com/numpy/numpy/pull/13348>__: BUG: Return the coefficients array directly#13354 <https://github.com/numpy/numpy/pull/13354>__: TST: Added test_fftpocket.py::test_axes#13367 <https://github.com/numpy/numpy/pull/13367>__: DOC: reorganize developer docs, use scikit-image as a base for...#13371 <https://github.com/numpy/numpy/pull/13371>__: BUG/ENH: Make floor, ceil, and trunc call the matching special...#13374 <https://github.com/numpy/numpy/pull/13374>__: DOC: Specify range for numpy.angle#13377 <https://github.com/numpy/numpy/pull/13377>__: DOC: Add missing macros to C API documentation#13379 <https://github.com/numpy/numpy/pull/13379>__: BLD: address mingw-w64 issue. Follow-up to gh-9977#13383 <https://github.com/numpy/numpy/pull/13383>__: MAINT, DOC: Post 1.16.3 release updates#13388 <https://github.com/numpy/numpy/pull/13388>__: BUG: Some PyPy versions lack PyStructSequence_InitType2.#13389 <https://github.com/numpy/numpy/pull/13389>__: ENH: implement __skip_array_function__ attribute for NEP-18#13390 <https://github.com/numpy/numpy/pull/13390>__: ENH: Add support for Fraction to percentile and quantile#13391 <https://github.com/numpy/numpy/pull/13391>__: MAINT, DEP: Fix deprecated assertEquals()#13395 <https://github.com/numpy/numpy/pull/13395>__: DOC: note re defaults allclose to assert_allclose#13397 <https://github.com/numpy/numpy/pull/13397>__: DOC: Resolve confusion regarding hashtag in header line of csv#13399 <https://github.com/numpy/numpy/pull/13399>__: ENH: Improved performance of PyArray_FromAny for sequences of...#13402 <https://github.com/numpy/numpy/pull/13402>__: DOC: Show the default value of deletechars in the signature of...#13403 <https://github.com/numpy/numpy/pull/13403>__: DOC: fix typos in dev/index#13404 <https://github.com/numpy/numpy/pull/13404>__: DOC: Add Sebastian Berg as sponsored by BIDS#13406 <https://github.com/numpy/numpy/pull/13406>__: DOC: clarify array_{2string,str,repr} defaults#13409 <https://github.com/numpy/numpy/pull/13409>__: BUG: (py2 only) fix unicode support for savetxt fmt string#13413 <https://github.com/numpy/numpy/pull/13413>__: DOC: document existence of linalg backends#13415 <https://github.com/numpy/numpy/pull/13415>__: BUG: fixing bugs in AVX exp/log while handling special value...#13416 <https://github.com/numpy/numpy/pull/13416>__: BUG: Protect generators from log(0.0)#13417 <https://github.com/numpy/numpy/pull/13417>__: DOC: dimension sizes are non-negative, not positive#13425 <https://github.com/numpy/numpy/pull/13425>__: MAINT: fixed typo 'Mismacth' from numpy/core/setup_common.py#13433 <https://github.com/numpy/numpy/pull/13433>__: BUG: Handle subarrays in descr_to_dtype#13435 <https://github.com/numpy/numpy/pull/13435>__: BUG: Add TypeError to accepted exceptions in crackfortran.#13436 <https://github.com/numpy/numpy/pull/13436>__: TST: Add file-not-closed check to LGTM analysis.#13440 <https://github.com/numpy/numpy/pull/13440>__: MAINT: fixed typo 'wtihout' from numpy/core/shape_base.py#13443 <https://github.com/numpy/numpy/pull/13443>__: BLD, TST: implicit func errors#13445 <https://github.com/numpy/numpy/pull/13445>__: MAINT: refactor PyArrayMultiIterObject constructors#13446 <https://github.com/numpy/numpy/pull/13446>__: MANT: refactor unravel_index for code repetition#13449 <https://github.com/numpy/numpy/pull/13449>__: BUG: missing git raises an OSError#13456 <https://github.com/numpy/numpy/pull/13456>__: TST: refine Azure fail reports#13463 <https://github.com/numpy/numpy/pull/13463>__: BUG,DEP: Fix writeable flag setting for arrays without base#13467 <https://github.com/numpy/numpy/pull/13467>__: ENH: err msg for too large sequences. See #13450#13469 <https://github.com/numpy/numpy/pull/13469>__: DOC: correct "version added" in npymath docs#13471 <https://github.com/numpy/numpy/pull/13471>__: LICENSE: split license file in standard BSD 3-clause and bundled.#13477 <https://github.com/numpy/numpy/pull/13477>__: DOC: have notes in histogram_bin_edges match parameter style#13479 <https://github.com/numpy/numpy/pull/13479>__: DOC: Mention the handling of nan in the assert_equal docstring.#13482 <https://github.com/numpy/numpy/pull/13482>__: TEST: add duration report to tests, speed up two outliers#13483 <https://github.com/numpy/numpy/pull/13483>__: DOC: update mailmap for Bill Spotz#13485 <https://github.com/numpy/numpy/pull/13485>__: DOC: add security vulnerability reporting and doc links to README#13491 <https://github.com/numpy/numpy/pull/13491>__: BUG/ENH: Create npy format 3.0 to support extended unicode characters...#13495 <https://github.com/numpy/numpy/pull/13495>__: BUG: test all ufunc.types for return type, fix for exp, log#13496 <https://github.com/numpy/numpy/pull/13496>__: BUG: ma.tostring should respect the order parameter#13498 <https://github.com/numpy/numpy/pull/13498>__: DOC: Clarify rcond normalization in linalg.pinv#13499 <https://github.com/numpy/numpy/pull/13499>__: MAINT: Use with statement to open/close files to fix LGTM alerts#13503 <https://github.com/numpy/numpy/pull/13503>__: ENH: Support object arrays in matmul#13504 <https://github.com/numpy/numpy/pull/13504>__: DOC: Update links in PULL_REQUEST_TEMPLATE.md#13506 <https://github.com/numpy/numpy/pull/13506>__: ENH: Add sparse option to np.core.numeric.indices#13507 <https://github.com/numpy/numpy/pull/13507>__: BUG: np.array cleared errors occurred in PyMemoryView_FromObject#13508 <https://github.com/numpy/numpy/pull/13508>__: BUG: Removes ValueError for empty kwargs in arraymultiter_new#13518 <https://github.com/numpy/numpy/pull/13518>__: MAINT: implement assert_array_compare without converting array...#13520 <https://github.com/numpy/numpy/pull/13520>__: BUG: exp, log AVX loops do not use steps#13523 <https://github.com/numpy/numpy/pull/13523>__: BUG: distutils/system_info.py fix missing subprocess import#13529 <https://github.com/numpy/numpy/pull/13529>__: MAINT: Use exec() instead array_function_dispatch to improve...#13530 <https://github.com/numpy/numpy/pull/13530>__: BENCH: Modify benchmarks for radix sort.#13534 <https://github.com/numpy/numpy/pull/13534>__: BLD: Make CI pass again with pytest 4.5#13541 <https://github.com/numpy/numpy/pull/13541>__: ENH: restore unpack bit lookup table#13544 <https://github.com/numpy/numpy/pull/13544>__: ENH: Allow broadcast to be called with zero arguments#13550 <https://github.com/numpy/numpy/pull/13550>__: TST: Register markers in conftest.py.#13551 <https://github.com/numpy/numpy/pull/13551>__: DOC: Add note to nonzero docstring.#13558 <https://github.com/numpy/numpy/pull/13558>__: MAINT: Fix errors seen on new python 3.8#13570 <https://github.com/numpy/numpy/pull/13570>__: DOC: Remove duplicate documentation of the PyArray_SimpleNew...#13571 <https://github.com/numpy/numpy/pull/13571>__: DOC: Mention that expand_dims returns a view#13574 <https://github.com/numpy/numpy/pull/13574>__: DOC: remove performance claim from searchsorted()#13575 <https://github.com/numpy/numpy/pull/13575>__: TST: Apply ufunc signature and type test fixmes.#13581 <https://github.com/numpy/numpy/pull/13581>__: ENH: AVX support for exp/log for strided float32 arrays#13584 <https://github.com/numpy/numpy/pull/13584>__: DOC: roadmap update#13589 <https://github.com/numpy/numpy/pull/13589>__: MAINT: Increment stacklevel for warnings to account for NEP-18...#13590 <https://github.com/numpy/numpy/pull/13590>__: BUG: Fixes for Undefined Behavior Sanitizer (UBSan) errors.#13595 <https://github.com/numpy/numpy/pull/13595>__: NEP: update NEP 19 with API terminology#13599 <https://github.com/numpy/numpy/pull/13599>__: DOC: Fixed minor doc error in take_along_axis#13603 <https://github.com/numpy/numpy/pull/13603>__: TST: bump / verify OpenBLAS in CI#13619 <https://github.com/numpy/numpy/pull/13619>__: DOC: Add missing return value documentation in ndarray.require#13621 <https://github.com/numpy/numpy/pull/13621>__: DOC: Update boolean indices in index arrays with slices example#13623 <https://github.com/numpy/numpy/pull/13623>__: BUG: Workaround for bug in clang7.0#13624 <https://github.com/numpy/numpy/pull/13624>__: DOC: revert skip_array_function from NEP-18#13626 <https://github.com/numpy/numpy/pull/13626>__: DOC: update isfortran docs with return value#13627 <https://github.com/numpy/numpy/pull/13627>__: MAINT: revert skip_array_function from NEP-18#13629 <https://github.com/numpy/numpy/pull/13629>__: BUG: setup.py install --skip-build fails#13632 <https://github.com/numpy/numpy/pull/13632>__: MAINT: Collect together the special-casing of 0d nonzero into...#13633 <https://github.com/numpy/numpy/pull/13633>__: DOC: caution against relying upon NumPy's implementation in subclasses#13634 <https://github.com/numpy/numpy/pull/13634>__: MAINT: avoid nested dispatch in numpy.core.shape_base#13636 <https://github.com/numpy/numpy/pull/13636>__: DOC: Add return section to linalg.matrix_rank & tensordot#13639 <https://github.com/numpy/numpy/pull/13639>__: MAINT: Update mailmap for 1.17.0#13642 <https://github.com/numpy/numpy/pull/13642>__: BUG: special case object arrays when printing rel-, abs-error...#13648 <https://github.com/numpy/numpy/pull/13648>__: BUG: ensure that casting to/from structured is properly checked.#13649 <https://github.com/numpy/numpy/pull/13649>__: DOC: Mention PyArray_GetField steals a reference#13652 <https://github.com/numpy/numpy/pull/13652>__: MAINT: remove superfluous setting in can_cast_safely_table.#13655 <https://github.com/numpy/numpy/pull/13655>__: BUG/MAINT: Non-native byteorder in random ints#13656 <https://github.com/numpy/numpy/pull/13656>__: PERF: Use intrinsic rotr on Windows#13657 <https://github.com/numpy/numpy/pull/13657>__: BUG: Avoid leading underscores in C function names.#13660 <https://github.com/numpy/numpy/pull/13660>__: DOC: Updates following NumPy 1.16.4 release.#13663 <https://github.com/numpy/numpy/pull/13663>__: BUG: regression for array([pandas.DataFrame()])#13664 <https://github.com/numpy/numpy/pull/13664>__: MAINT: Misc. typo fixes#13665 <https://github.com/numpy/numpy/pull/13665>__: MAINT: Use intrinsics in Win64-PCG64#13670 <https://github.com/numpy/numpy/pull/13670>__: BUG: Fix RandomState argument name#13672 <https://github.com/numpy/numpy/pull/13672>__: DOC: Fix rst markup in RELEASE_WALKTHROUGH.#13678 <https://github.com/numpy/numpy/pull/13678>__: BUG: fix benchmark suite importability on Numpy<1.17#13682 <https://github.com/numpy/numpy/pull/13682>__: ENH: Support length_hint in PyArray_FromIter#13684 <https://github.com/numpy/numpy/pull/13684>__: BUG: Move ndarray.dump to python and make it close the file it...#13687 <https://github.com/numpy/numpy/pull/13687>__: DOC: Remove misleading statement#13688 <https://github.com/numpy/numpy/pull/13688>__: MAINT: Correct masked aliases#13690 <https://github.com/numpy/numpy/pull/13690>__: MAINT: Remove version added from Generator#13691 <https://github.com/numpy/numpy/pull/13691>__: BUG: Prevent passing of size 0 to array alloc C functions#13692 <https://github.com/numpy/numpy/pull/13692>__: DOC: Update C-API documentation of scanfunc, fromstr#13693 <https://github.com/numpy/numpy/pull/13693>__: ENH: Pass input strides and dimensions by pointer to const#13695 <https://github.com/numpy/numpy/pull/13695>__: BUG: Ensure Windows choice returns int32#13696 <https://github.com/numpy/numpy/pull/13696>__: DOC: Put the useful constants first#13697 <https://github.com/numpy/numpy/pull/13697>__: MAINT: speed up hstack and vstack by eliminating list comprehension.#13700 <https://github.com/numpy/numpy/pull/13700>__: Add links for GitHub Sponsors button.#13703 <https://github.com/numpy/numpy/pull/13703>__: DOC: Adds documentation for numpy.dtype.base#13704 <https://github.com/numpy/numpy/pull/13704>__: DOC: Mention PyArray_DIMS can be NULL#13708 <https://github.com/numpy/numpy/pull/13708>__: DEP: Deprecate nonzero(0d) in favor of calling atleast_1d explicitly#13715 <https://github.com/numpy/numpy/pull/13715>__: BUG: Fix use-after-free in boolean indexing#13716 <https://github.com/numpy/numpy/pull/13716>__: BUG: Fix random.choice when probability is not C contiguous#13720 <https://github.com/numpy/numpy/pull/13720>__: MAINT/BUG: Manage more files with with statements#13721 <https://github.com/numpy/numpy/pull/13721>__: MAINT,BUG: More ufunc exception cleanup#13724 <https://github.com/numpy/numpy/pull/13724>__: MAINT: fix use of cache_dim#13725 <https://github.com/numpy/numpy/pull/13725>__: BUG: fix compilation of 3rd party modules with Py_LIMITED_API...#13726 <https://github.com/numpy/numpy/pull/13726>__: MAINT: Update PCG jump sizes#13729 <https://github.com/numpy/numpy/pull/13729>__: DOC: Merge together DISTUTILS.rst#template-files" and distutils.r…#13730 <https://github.com/numpy/numpy/pull/13730>__: MAINT: Change keyword from reserved word#13737 <https://github.com/numpy/numpy/pull/13737>__: DOC: Mention and try to explain pairwise summation in sum#13741 <https://github.com/numpy/numpy/pull/13741>__: MAINT: random: Remove unused empty file binomial.h.#13743 <https://github.com/numpy/numpy/pull/13743>__: MAINT: random: Rename legacy distributions file.#13744 <https://github.com/numpy/numpy/pull/13744>__: DOC: Update the C style guide for C99.#13745 <https://github.com/numpy/numpy/pull/13745>__: BUG: fix segfault on side-effect in bool function in array.nonzero()#13746 <https://github.com/numpy/numpy/pull/13746>__: [WIP] DOC : Refactor C-API -- Python Types and C structures#13757 <https://github.com/numpy/numpy/pull/13757>__: MAINT: fix histogram*d dispatchers#13760 <https://github.com/numpy/numpy/pull/13760>__: DOC: update test guidelines document to use pytest for skipif#13761 <https://github.com/numpy/numpy/pull/13761>__: MAINT: random: Rewrite the hypergeometric distribution.#13762 <https://github.com/numpy/numpy/pull/13762>__: MAINT: Use textwrap.dedent for multiline strings#13763 <https://github.com/numpy/numpy/pull/13763>__: MAINT: Use with statements and dedent in core/setup.py#13767 <https://github.com/numpy/numpy/pull/13767>__: DOC: Adds examples for dtype attributes#13770 <https://github.com/numpy/numpy/pull/13770>__: MAINT: random: Combine ziggurat.h and ziggurat_constants.h#13771 <https://github.com/numpy/numpy/pull/13771>__: DOC: Change random to uninitialized and unpredictable in empty...#13772 <https://github.com/numpy/numpy/pull/13772>__: BUILD: use numpy-wheels/openblas_support.py to create _distributor_init.py#13773 <https://github.com/numpy/numpy/pull/13773>__: DOC: Update of reference to paper for Lemire's method#13774 <https://github.com/numpy/numpy/pull/13774>__: BUG: Make Generator._masked flag default to False.#13777 <https://github.com/numpy/numpy/pull/13777>__: MAINT: Remove duplication of should_use_min_scalar_type function#13780 <https://github.com/numpy/numpy/pull/13780>__: ENH: use SeedSequence instead of seed()#13781 <https://github.com/numpy/numpy/pull/13781>__: DOC: Update TESTS.rst for pytest#13786 <https://github.com/numpy/numpy/pull/13786>__: MAINT: random: Fix a few compiler warnings.#13787 <https://github.com/numpy/numpy/pull/13787>__: DOC: Fixed the problem of "versionadded"#13788 <https://github.com/numpy/numpy/pull/13788>__: MAINT: fix 'in' -> 'is' typo#13789 <https://github.com/numpy/numpy/pull/13789>__: MAINT: Fix warnings in radixsort.c.src: comparing integers of...#13791 <https://github.com/numpy/numpy/pull/13791>__: MAINT: remove dSFMT#13792 <https://github.com/numpy/numpy/pull/13792>__: LICENSE: update dragon4 license to MIT#13793 <https://github.com/numpy/numpy/pull/13793>__: MAINT: remove xoshiro* BitGenerators#13795 <https://github.com/numpy/numpy/pull/13795>__: DOC: Update description of sep in fromstring#13803 <https://github.com/numpy/numpy/pull/13803>__: DOC: Improve documentation for defchararray#13813 <https://github.com/numpy/numpy/pull/13813>__: BUG: further fixup to histogram2d dispatcher.#13815 <https://github.com/numpy/numpy/pull/13815>__: MAINT: Correct intrinsic use on Windows#13818 <https://github.com/numpy/numpy/pull/13818>__: TST: Add tests for ComplexWarning in astype#13819 <https://github.com/numpy/numpy/pull/13819>__: DOC: Fix documented default value of __array_priority__ for...#13820 <https://github.com/numpy/numpy/pull/13820>__: MAINT, DOC: Fix misspelled words in documentation.#13821 <https://github.com/numpy/numpy/pull/13821>__: MAINT: core: Fix a compiler warning.#13830 <https://github.com/numpy/numpy/pull/13830>__: MAINT: Update tox for supported Python versions#13832 <https://github.com/numpy/numpy/pull/13832>__: MAINT: remove pcg32 BitGenerator#13833 <https://github.com/numpy/numpy/pull/13833>__: MAINT: remove ThreeFry BitGenerator#13837 <https://github.com/numpy/numpy/pull/13837>__: MAINT, BUG: fixes from seedsequence#13838 <https://github.com/numpy/numpy/pull/13838>__: ENH: SFC64 BitGenerator#13839 <https://github.com/numpy/numpy/pull/13839>__: MAINT: Ignore some generated files.#13840 <https://github.com/numpy/numpy/pull/13840>__: ENH: np.random.default_gen()#13843 <https://github.com/numpy/numpy/pull/13843>__: DOC: remove note about __array_ufunc__ being provisional for...#13849 <https://github.com/numpy/numpy/pull/13849>__: DOC: np.random documentation cleanup and expansion.#13850 <https://github.com/numpy/numpy/pull/13850>__: DOC: Update performance numbers#13851 <https://github.com/numpy/numpy/pull/13851>__: MAINT: Update shippable.yml to remove Python 2 dependency#13855 <https://github.com/numpy/numpy/pull/13855>__: BUG: Fix memory leak in dtype from dict constructor#13856 <https://github.com/numpy/numpy/pull/13856>__: MAINT: move location of bitgen.h#13858 <https://github.com/numpy/numpy/pull/13858>__: BUG: do not force emulation of 128-bit arithmetic.#13859 <https://github.com/numpy/numpy/pull/13859>__: DOC: Update performance numbers for PCG64#13861 <https://github.com/numpy/numpy/pull/13861>__: BUG: Ensure consistent interpretation of uint64 states.#13863 <https://github.com/numpy/numpy/pull/13863>__: DOC: Document the precise PCG variant.#13864 <https://github.com/numpy/numpy/pull/13864>__: TST: Ignore DeprecationWarning during nose imports#13869 <https://github.com/numpy/numpy/pull/13869>__: DOC: Prepare for 1.17.0rc1 release#13870 <https://github.com/numpy/numpy/pull/13870>__: MAINT,BUG: Use nbytes to also catch empty descr during allocation#13873 <https://github.com/numpy/numpy/pull/13873>__: ENH: Rename default_gen -> default_rng#13893 <https://github.com/numpy/numpy/pull/13893>__: DOC: fix links in 1.17 release note#13897 <https://github.com/numpy/numpy/pull/13897>__: DOC: Use Cython >= 0.29.11 for Python 3.8 support.#13932 <https://github.com/numpy/numpy/pull/13932>__: MAINT,BUG,DOC: Fix errors in _add_newdocs#13963 <https://github.com/numpy/numpy/pull/13963>__: ENH, BUILD: refactor all OpenBLAS downloads into a single, testable...#13971 <https://github.com/numpy/numpy/pull/13971>__: DOC: emphasize random API changes#13972 <https://github.com/numpy/numpy/pull/13972>__: MAINT: Rewrite Floyd algorithm#13992 <https://github.com/numpy/numpy/pull/13992>__: BUG: Do not crash on recursive .dtype attribute lookup.#13993 <https://github.com/numpy/numpy/pull/13993>__: DEP: Speed up WarnOnWrite deprecation in buffer interface#13995 <https://github.com/numpy/numpy/pull/13995>__: BLD: Remove Trusty dist in Travis CI build#13996 <https://github.com/numpy/numpy/pull/13996>__: BUG: Handle weird bytestrings in dtype()#13997 <https://github.com/numpy/numpy/pull/13997>__: BUG: i0 Bessel function regression on array-likes supporting...#13998 <https://github.com/numpy/numpy/pull/13998>__: BUG: Missing warnings import in polyutils.#13999 <https://github.com/numpy/numpy/pull/13999>__: DOC: Document array_function at a higher level.#14001 <https://github.com/numpy/numpy/pull/14001>__: DOC: Show workaround for Generator.integers backward compatibility#14021 <https://github.com/numpy/numpy/pull/14021>__: DOC: Prepare 1.17.0rc2 release.#14040 <https://github.com/numpy/numpy/pull/14040>__: DOC: Improve quickstart documentation of new random Generator.#14041 <https://github.com/numpy/numpy/pull/14041>__: TST, MAINT: expand OpenBLAS version checking#14080 <https://github.com/numpy/numpy/pull/14080>__: BUG, DOC: add new recfunctions to __all__#14081 <https://github.com/numpy/numpy/pull/14081>__: BUG: fix build issue on icc 2016#14082 <https://github.com/numpy/numpy/pull/14082>__: BUG: Fix file-like object check when saving arrays#14109 <https://github.com/numpy/numpy/pull/14109>__: REV: "ENH: Improved performance of PyArray_FromAny for sequences...#14126 <https://github.com/numpy/numpy/pull/14126>__: BUG, TEST: Adding validation test suite to validate float32 exp#14127 <https://github.com/numpy/numpy/pull/14127>__: DOC: Add blank line above doctest for intersect1d#14128 <https://github.com/numpy/numpy/pull/14128>__: MAINT: adjustments to test_ufunc_noncontigous#14129 <https://github.com/numpy/numpy/pull/14129>__: MAINT: Use equality instead of identity check with literal#14133 <https://github.com/numpy/numpy/pull/14133>__: MAINT: Update mailmap and changelog for 1.17.0