[Numpy-discussion] Creating community standards for meta arrays (arrays that wrap other arrays)

[github]

The Scientific Python community has seen some amazing work in the past several 
years around community standards for array providing libraries to streamline 
compatibility within array consuming libraries. However, there are libraries 
that do both (provide and consume arrays), which we can refer to as *meta 
array* libraries, and standardization work in this area (especially in concerns 
arising with using multiple meta arrays in combination) has languished. To 
motivate discussion in this area, I've created a post in the Scientific Python 
Discourse forum: 
https://discuss.scientific-python.org/t/creating-community-standards-for-meta-arrays-arrays-that-wrap-other-arrays/563.
 I'd greatly appreciate any and all feedback on that post from interested 
community members!
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[Numpy-discussion] ANN: SciPy 1.9.3

[Tyler Reddy]

Hi all,

On behalf of the SciPy development team, I'm pleased to announce the
release of SciPy 1.9.3, which is a bug fix release.

Sources and binary wheels can be found at:
https://pypi.org/project/scipy/ and at:
https://github.com/scipy/scipy/releases/tag/v1.9.3

=
SciPy 1.9.3 Release Notes
=

SciPy 1.9.3 is a bug-fix release with no new features
compared to 1.9.2.

Authors
==

* Jelle Aalbers (1)
* Peter Bell (1)
* Jake Bowhay (3)
* Matthew Brett (3)
* Evgeni Burovski (5)
* drpeteb (1) +
* Sebastian Ehlert (1) +
* GavinZhang (1) +
* Ralf Gommers (2)
* Matt Haberland (15)
* Lakshaya Inani (1) +
* Joseph T. Iosue (1)
* Nathan Jacobi (1) +
* jmkuebler (1) +
* Nikita Karetnikov (1) +
* Lechnio (1) +
* Nicholas McKibben (1)
* Andrew Nelson (1)
* o-alexandre-felipe (1) +
* Tirth Patel (1)
* Tyler Reddy (51)
* Martin Reinecke (1)
* Marie Roald (1) +
* Pamphile Roy (2)
* Eli Schwartz (1)
* serge-sans-paille (1)
* ehsan shirvanian (1) +
* Mamoru TASAKA (1) +
* Samuel Wallan (1)
* Warren Weckesser (7)
* Gavin Zhang (1) +

A total of 31 people contributed to this release.
People with a "+" by their names contributed a patch for the first time.
This list of names is automatically generated, and may not be fully
complete.

Issues closed for 1.9.3
---

* `#3691 `__:
scipy.interpolate.UnivariateSpline segfault
* `#5286 `__: BUG:
multivariate_normal returns a pdf for values outside its...
* `#6551 `__: BUG: stats:
inconsistency in docs and behavior of gmean and hmean
* `#9245 `__: running
scipy.interpolate.tests.test_fitpack::test_bisplev_integer_overflow...
* `#12471 `__:
test_bisplev_integer_overflow: Segmentation fault (core dumped)
* `#13321 `__: Bug: setting
iprint=0 hides all output from fmin_l_bfgs_b, but...
* `#13730 `__:
\`scipy.stats.mood\` does not correct for ties
* `#14019 `__: ks_2samp throws
\`RuntimeWarning: overflow encountered in double_scalars\`
* `#14589 `__: \`shgo\` error
since scipy 1.8.0.dev0+1529.803e52d
* `#14591 `__: Input data
validation for RectSphereBivariateSpline
* `#15101 `__: BUG: binom.pmf
- RuntimeWarning: divide by zero
* `#15342 `__: BUG:
scipy.optimize.minimize: Powell's method function evaluated...
* `#15964 `__: BUG:
lombscargle fails if argument is a view
* `#16211 `__: BUG: Possible
bug when using winsorize on pandas data instead...
* `#16459 `__: BUG:
stats.ttest_ind returns wrong p-values with permutations
* `#16500 `__: odr.Model
default meta value fails with __getattr__
* `#16519 `__: BUG: Error in
error message for incorrect sample dimension in...
* `#16527 `__: BUG: dimension
of isuppz in syevr is mistranslated
* `#16600 `__: BUG:
\`KDTree\`'s optional argument \`eps\` seems to have no...
* `#16656 `__: dtype not
preserved with operations on sparse arrays
* `#16751 `__: BUG:
\`stats.fit\` on \`boltzmann\` expects \`bound\` for \`lambda\`,...
* `#17012 `__: BUG: Small
oversight in sparse.linalg.lsmr?
* `#17020 `__: BUG: Build
failure due to problems with shebang line in cythoner.py
* `#17088 `__: BUG:
stats.rayleigh.fit: returns \`loc\` that is inconsistent...
* `#17104 `__: BUG? Incorrect
branch in \`LAMV\` / \`_specfunc.lamv\`
* `#17196 `__: DOC: keepdims
in stats.mode is incorrectly documented


Pull requests for 1.9.3
--

* `#5288 `__: BUG:
multivariate_normal returns a pdf for values outside its...
* `#13322 `__: Bug: setting
iprint=0 hides all output from fmin_l_bfgs_b, but...
* `#13349 `__: BUG: stats:
Reformulate loggamma._rvs to handle c << 1.
* `#13411 `__: BUG: fix
out-of-bound evaluations in optimize.minimize, powell...
* `#15363