ANN: SciPy 1.13.0rc1 -- please test
Tyler Reddy <[email protected]> Tue, 19 Mar 2024 20:38:25 -0600
| Newsgroups | gmane.comp.python.scientific.devel,gmane.comp.python.numeric.general |
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| Message-ID | <CAHPuU_aNQJKa-obzO=Z4ezzBZ1DeT8cFhNeQcia+nRFEvj8TTA@mail.gmail.com> |
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Hi all,
On behalf of the SciPy development team I'm pleased to announce the release
candidate
SciPy 1.13.0rc1. Please help us test this pre-release.
Sources and binary wheels can be found at:
https://pypi.org/project/scipy/
and at: https://github.com/scipy/scipy/releases/tag/v1.13.0rc1
One of a few ways to install the release candidate with pip:
pip install scipy=3D=3D1.13.0rc1
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D
SciPy 1.13.0 Release Notes
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D
Note: SciPy 1.13.0 is not released yet!
SciPy 1.13.0 is the culmination of 3 months of hard work. This
out-of-band release aims to support NumPy ``2.0.0``, and is backwards
compatible to NumPy ``1.22.4``. The version of OpenBLAS used to build
the PyPI wheels has been increased to ``0.3.26``.
This release requires Python 3.9+ and NumPy 1.22.4 or greater.
For running on PyPy, PyPy3 6.0+ is required.
**************************
Highlights of this release
**************************
- Support for NumPy ``2.0.0``.
- Interactive examples have been added to the documentation, allowing users
to run the examples locally on embedded Jupyterlite notebooks in their
browser.
- Preliminary 1D array support for the COO and DOK sparse formats.
- Several `scipy.stats` functions have gained support for additional
``axis``, ``nan_policy``, and ``keepdims`` arguments. `scipy.stats` also
has several performance and accuracy improvements.
************
New features
************
`scipy.integrate` improvements
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D=3D=3D=3D=3D
- The ``terminal`` attribute of `scipy.integrate.solve_ivp` ``events``
callables now additionally accepts integer values to specify a number
of occurrences required for termination, rather than the previous
restriction
of only accepting a ``bool`` value to terminate on the first registered
event.
`scipy.io` improvements
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D
- `scipy.io.wavfile.write` has improved ``dtype`` input validation.
`scipy.interpolate` improvements
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D=3D=3D=3D=3D=3D=3D
- The Modified Akima Interpolation has been added to
``interpolate.Akima1DInterpolator``, available via the new ``method``
argument.
- ``RegularGridInterpolator`` gained the functionality to compute
derivatives
in place. For instance, ``RegularGridInterolator((x, y), values,
method=3D"cubic")(xi, nu=3D(1, 1))`` evaluates the mixed second derivativ=
e,
:math:`\partial^2 / \partial x \partial y` at ``xi``.
- Performance characteristics of tensor-product spline methods of
``RegularGridInterpolator`` have been changed: evaluations should be
significantly faster, while construction might be slower. If you
experience
issues with construction times, you may need to experiment with optional
keyword arguments ``solver`` and ``solver_args``. Previous behavior (fast
construction, slow evaluations) can be obtained via `"*_legacy"` methods:
``method=3D"cubic_legacy"`` is exactly equivalent to ``method=3D"cubic"``=
in
previous releases. See ``gh-19633`` for details.
`scipy.signal` improvements
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D=3D
- Many filter design functions now have improved input validation for the
sampling frequency (``fs``).
`scipy.sparse` improvements
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D=3D
- ``coo_array`` now supports 1D shapes, and has additional 1D support for
``min``, ``max``, ``argmin``, and ``argmax``. The DOK format now has
preliminary 1D support as well, though only supports simple integer
indices
at the time of writing.
- Experimental support has been added for ``pydata/sparse`` array inputs to
`scipy.sparse.csgraph`.
- ``dok_array`` and ``dok_matrix`` now have proper implementations of
``fromkeys``.
- ``csr`` and ``csc`` formats now have improved ``setdiag`` performance.
`scipy.spatial` improvements
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D=3D=3D
- ``voronoi_plot_2d`` now draws Voronoi edges to infinity more clearly
when the aspect ratio is skewed.
`scipy.special` improvements
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D=3D=3D
- All Fortran code, namely, ``AMOS``, ``specfun``, and ``cdflib`` libraries
that the majority of special functions depend on, is ported to Cython/C.
- The function ``factorialk`` now also supports faster, approximate
calculation using ``exact=3DFalse``.
`scipy.stats` improvements
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D
- `scipy.stats.rankdata` and `scipy.stats.wilcoxon` have been vectorized,
improving their performance and the performance of hypothesis tests that
depend on them.
- ``stats.mannwhitneyu`` should now be faster due to a vectorized statistic
calculation, improved caching, improved exploitation of symmetry, and a
memory reduction. ``PermutationMethod`` support was also added.
- `scipy.stats.mood` now has ``nan_policy`` and ``keepdims`` support.
- `scipy.stats.brunnermunzel` now has ``axis`` and ``keepdims`` support.
- `scipy.stats.friedmanchisquare`, `scipy.stats.shapiro`,
`scipy.stats.normaltest`, `scipy.stats.skewtest`,
`scipy.stats.kurtosistest`, `scipy.stats.f_oneway`,
`scipy.stats.alexandergovern`, `scipy.stats.combine_pvalues`, and
`scipy.stats.kstest` have gained ``axis``, ``nan_policy`` and
``keepdims`` support.
- `scipy.stats.boxcox_normmax` has gained a ``ymax`` parameter to allow use=
r
specification of the maximum value of the transformed data.
- `scipy.stats.vonmises` ``pdf`` method has been extended to support
``kappa=3D0``. The ``fit`` method is also more performant due to the use =
of
non-trivial bounds to solve for ``kappa``.
- High order ``moment`` calculations for `scipy.stats.powerlaw` are now mor=
e
accurate.
- The ``fit`` methods of `scipy.stats.gamma` (with ``method=3D'mm'``) and
`scipy.stats.loglaplace` are faster and more reliable.
- `scipy.stats.goodness_of_fit` now supports the use of a custom
``statistic``
provided by the user.
- `scipy.stats.wilcoxon` now supports ``PermutationMethod``, enabling
calculation of accurate p-values in the presence of ties and zeros.
- `scipy.stats.monte_carlo_test` now has improved robustness in the face of
numerical noise.
- `scipy.stats.wasserstein_distance_nd` was introduced to compute the
Wasserstein-1 distance between two N-D discrete distributions.
*******************
Deprecated features
*******************
- Complex dtypes in ``PchipInterpolator`` and ``Akima1DInterpolator`` have
been deprecated and will raise an error in SciPy 1.15.0. If you are tryin=
g
to use the real components of the passed array, use ``np.real`` on ``y``.
******************************
Backwards incompatible changes
******************************
*************
Other changes
*************
- The second argument of `scipy.stats.moment` has been renamed to ``order``
while maintaining backward compatibility.
*******
Authors
*******
* Name (commits)
* h-vetinari (50)
* acceptacross (1) +
* Petteri Aimonen (1) +
* Francis Allanah (2) +
* Jonas Kock am Brink (1) +
* anupriyakkumari (12) +
* Aman Atman (2) +
* Aaditya Bansal (1) +
* Christoph Baumgarten (2)
* Sebastian Berg (4)
* Nicolas Bloyet (2) +
* Matt Borland (1)
* Jonas Bosse (1) +
* Jake Bowhay (25)
* Matthew Brett (1)
* Dietrich Brunn (7)
* Evgeni Burovski (48)
* Matthias Bussonnier (4)
* Cale (1) +
* CJ Carey (4)
* Thomas A Caswell (1)
* Sean Cheah (44) +
* Lucas Colley (97)
* com3dian (1)
* Gianluca Detommaso (1) +
* Thomas Duvernay (1)
* DWesl (2)
* f380cedric (1) +
* fancidev (13) +
* Daniel Garcia (1) +
* Lukas Geiger (3)
* Ralf Gommers (139)
* Matt Haberland (79)
* Tessa van der Heiden (2) +
* inky (3) +
* Jannes M=C3=BCnchmeyer (2) +
* Aditya Vidyadhar Kamath (2) +
* Agriya Khetarpal (1) +
* Andrew Landau (1) +
* Eric Larson (7)
* Zhen-Qi Liu (1) +
* Adam Lugowski (4)
* m-maggi (6) +
* Chethin Manage (1) +
* Ben Mares (1)
* Chris Markiewicz (1) +
* Mateusz Sok=C3=B3=C5=82 (3)
* Daniel McCloy (1) +
* Melissa Weber Mendon=C3=A7a (6)
* Josue Melka (1)
* Micha=C5=82 G=C3=B3rny (4)
* Juan Montesinos (1) +
* Juan F. Montesinos (1) +
* Takumasa Nakamura (1)
* Andrew Nelson (26)
* Praveer Nidamaluri (1)
* Yagiz Olmez (5) +
* Dimitri Papadopoulos Orfanos (1)
* Drew Parsons (1) +
* Tirth Patel (7)
* Matti Picus (3)
* Rambaud Pierrick (1) +
* Ilhan Polat (30)
* Quentin Barth=C3=A9lemy (1)
* Tyler Reddy (81)
* Pamphile Roy (10)
* Atsushi Sakai (4)
* Daniel Schmitz (10)
* Dan Schult (16)
* Eli Schwartz (4)
* Stefanie Senger (1) +
* Scott Shambaugh (2)
* Kevin Sheppard (2)
* sidsrinivasan (4) +
* Samuel St-Jean (1)
* Albert Steppi (30)
* Adam J. Stewart (4)
* Kai Striega (3)
* Ruikang Sun (1) +
* Mike Taves (1)
* Nicolas Tessore (3)
* Benedict T Thekkel (1) +
* Will Tirone (4)
* Jacob Vanderplas (2)
* Christian Veenhuis (1)
* Isaac Virshup (2)
* Ben Wallace (1) +
* Xuefeng Xu (3)
* Xiao Yuan (5)
* Irwin Zaid (6)
* Mathias Zechmeister (1) +
A total of 91 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 1.13.0
************************
* `#1603 <https://github.com/scipy/scipy/issues/1603>`__: binomial ppf
gives bogus results for small binomial probability...
* `#2254 <https://github.com/scipy/scipy/issues/2254>`__: linalg.eig test
failure (test_singular) (Trac #1735)
* `#8398 <https://github.com/scipy/scipy/issues/8398>`__: Precision of
CDFLIB too low
* `#9950 <https://github.com/scipy/scipy/issues/9950>`__: "++"
initialization in kmeans2 fails for univariate data
* `#10317 <https://github.com/scipy/scipy/issues/10317>`__:
scipy.stats.nbinom.interval returns wrong result for p=3D1
* `#10569 <https://github.com/scipy/scipy/issues/10569>`__: API: \`s\`
argument different in scipy.fft and numpy.fft
* `#11577 <https://github.com/scipy/scipy/issues/11577>`__: generalized
eigenvalues are sometimes wrong (on some hardware)
* `#14176 <https://github.com/scipy/scipy/issues/14176>`__: Add option for
terminating solver after n events
* `#14220 <https://github.com/scipy/scipy/issues/14220>`__: Documentation
for dctn/idctn s-parameter is confusing
* `#14450 <https://github.com/scipy/scipy/issues/14450>`__: Passing a numpy
array as sampling frequency to signal.iirfilter...
* `#14586 <https://github.com/scipy/scipy/issues/14586>`__: Problem with
freeing-up memory of matrix
* `#15039 <https://github.com/scipy/scipy/issues/15039>`__: BUG:
sparse.dok_matrix.fromkeys method totally nonfunctional
* `#15108 <https://github.com/scipy/scipy/issues/15108>`__: BUG: Seg. fault
in scipy.sparse.linalg tests in PROPACK
* `#16098 <https://github.com/scipy/scipy/issues/16098>`__: BLD:1.8.0:
SciPy is not LTO ready
* `#16792 <https://github.com/scipy/scipy/issues/16792>`__: BUG: Manually
vectorizing scipy.linalg.expm fails in version...
* `#17172 <https://github.com/scipy/scipy/issues/17172>`__: BUG:
scipy.linalg.expm, coshm, sinhm and tanhm fail for read-only...
* `#17436 <https://github.com/scipy/scipy/issues/17436>`__: BUG:
linalg.cholesky: segmentation fault with large matrix
* `#17530 <https://github.com/scipy/scipy/issues/17530>`__: Unnecessary
approximation in \`scipy.stats.wilcoxon(x, y)\`
* `#17681 <https://github.com/scipy/scipy/issues/17681>`__: BUG: special:
\`pbvv_seq\` is broken.
* `#18086 <https://github.com/scipy/scipy/issues/18086>`__: BUG:
\`scipy.linalg.expm\` generates inconsistent results between...
* `#18089 <https://github.com/scipy/scipy/issues/18089>`__: DOC: <Scaling
due to window not clear for spectrum and density>
* `#18166 <https://github.com/scipy/scipy/issues/18166>`__: ENH:
stats.vonmises.pdf: return 1/(2pi) when kappa=3D0
* `#18408 <https://github.com/scipy/scipy/issues/18408>`__: MAINT: status
of C++17 in the interregnum of meson without native...
* `#18423 <https://github.com/scipy/scipy/issues/18423>`__: ENH: Adding the
SDMN Fortran routine to the python Wrapped functions.
* `#18678 <https://github.com/scipy/scipy/issues/18678>`__: BUG:
scipy.special.stdtrit is not thread-safe for df.size > 500
* `#18722 <https://github.com/scipy/scipy/issues/18722>`__: DOC: in
optimize.quadratic_assignment 2opt method, partial_match...
* `#18902 <https://github.com/scipy/scipy/issues/18902>`__: DOC: make
default bounds in scipy.optimize.linprog more obvious
* `#19088 <https://github.com/scipy/scipy/issues/19088>`__:
\`pull-request-labeler\` misbehaving and therefore disabled again
* `#19181 <https://github.com/scipy/scipy/issues/19181>`__: TST: improve
array API test skip decorators
* `#19225 <https://github.com/scipy/scipy/issues/19225>`__: stats.t.fit()
with own optimizer (e.g. to use Nelder-Mead) fails...
* `#19486 <https://github.com/scipy/scipy/issues/19486>`__: Query: Where is
cdflib used in SciPy code?
* `#19573 <https://github.com/scipy/scipy/issues/19573>`__: scipy.fft.fht -
documentation issue
* `#19584 <https://github.com/scipy/scipy/issues/19584>`__: BUG: MATLAB
expm vs scipy.linalg.expm: overflow/invalid value...
* `#19596 <https://github.com/scipy/scipy/issues/19596>`__: BENCH:
spatial.distance.\* "non-xdist" benchmarks
* `#19605 <https://github.com/scipy/scipy/issues/19605>`__: BUG: wheel runs
have a \*lot\* of test fails at the moment.
* `#19642 <https://github.com/scipy/scipy/issues/19642>`__: Speeding up
Mann-Whitney U-Test
* `#19653 <https://github.com/scipy/scipy/issues/19653>`__: ENH: Voronoi
diagram gives unexpected results from scipy.spatial
* `#19659 <https://github.com/scipy/scipy/issues/19659>`__: BUG:
savemat(..., format=3D"4") throws ValueError errorneously...
* `#19678 <https://github.com/scipy/scipy/issues/19678>`__: BUG:
scipy.stats.theilslopes returns invalid data when input...
* `#19683 <https://github.com/scipy/scipy/issues/19683>`__: BUG/TST:
cluster: incorrect test for \`seed\` param of {\`kmeans\`,...
* `#19729 <https://github.com/scipy/scipy/issues/19729>`__: DOC: Add
interactive examples with jupyterlite-sphinx
* `#19732 <https://github.com/scipy/scipy/issues/19732>`__: DOC: Likelihood
function depending on censoring type
* `#19733 <https://github.com/scipy/scipy/issues/19733>`__: BUG:
\`pythran\` min version not enforced
* `#19737 <https://github.com/scipy/scipy/issues/19737>`__: TST: io:
\`test_fortranfiles_mixed_record\` fails with numpy...
* `#19739 <https://github.com/scipy/scipy/issues/19739>`__: BUG: pchip
interpolation of complex values is buggy due to sign...
* `#19740 <https://github.com/scipy/scipy/issues/19740>`__: CI, MAINT: some
easy cleanups for Python version
* `#19754 <https://github.com/scipy/scipy/issues/19754>`__: MAINT, TST:
test_public_api.py can fail with NumPy main, via...
* `#19767 <https://github.com/scipy/scipy/issues/19767>`__: Build warnings
from SuperLU fixed upstream
* `#19772 <https://github.com/scipy/scipy/issues/19772>`__: DOC: stats: The
docstring for \`scipy.stats.crystalball\` needs...
* `#19774 <https://github.com/scipy/scipy/issues/19774>`__: DOC: Detail
what "concatenate" means in the context of
\`spatial.transform.Rotation.concatenate\`
* `#19799 <https://github.com/scipy/scipy/issues/19799>`__: DOC: array
types: update array validation guidance
* `#19813 <https://github.com/scipy/scipy/issues/19813>`__: BUG: typo in
specfun.f?
* `#19831 <https://github.com/scipy/scipy/issues/19831>`__: Test failures
with OpenBLAS 0.3.26
* `#19835 <https://github.com/scipy/scipy/issues/19835>`__: DOC: \`fft\`
missing from list of subpackages
* `#19836 <https://github.com/scipy/scipy/issues/19836>`__: DOC: remove
incorrect sentence about subpackage imports
* `#19846 <https://github.com/scipy/scipy/issues/19846>`__: CI: pre-release
Linux job isn't using NumPy pre-release anymore
* `#19848 <https://github.com/scipy/scipy/issues/19848>`__:
\`_lib._util.MapWrapper\` uses multiprocessing with \`fork\`,...
* `#19854 <https://github.com/scipy/scipy/issues/19854>`__:
scipy.special.logsumexp for complex input with return_sign=3DTrue...
* `#19862 <https://github.com/scipy/scipy/issues/19862>`__: DOC:
documentation for transpose operator for sparse matrices...
* `#19867 <https://github.com/scipy/scipy/issues/19867>`__: New ndimage and
RBFInterpolator test failures in pre-release...
* `#19896 <https://github.com/scipy/scipy/issues/19896>`__: BUG:
\`special.nctdtr\` broken in main
* `#19897 <https://github.com/scipy/scipy/issues/19897>`__: DOC:
scipy.stats.unitary_group does not specify dim>1
* `#19928 <https://github.com/scipy/scipy/issues/19928>`__: TST: special:
array types: test tol failure with \`torch\` backend
* `#19943 <https://github.com/scipy/scipy/issues/19943>`__: BUG: sparse:
CSC.setdiag is slower than converting to LIL and...
* `#19948 <https://github.com/scipy/scipy/issues/19948>`__: BUG:
scipy.sparse.linalg.gmres fails when provided x0 solves...
* `#19951 <https://github.com/scipy/scipy/issues/19951>`__: BUG: boolean
masking broken for sparse array classes
* `#19963 <https://github.com/scipy/scipy/issues/19963>`__: DOC:
scipy.optimize with large differences in parameter scales
* `#19974 <https://github.com/scipy/scipy/issues/19974>`__: DOC/REL:
retroactively add missing expired deprecations to 1.12.0...
* `#19993 <https://github.com/scipy/scipy/issues/19993>`__: BUG: F_INT type
conflict with f2py translation of INTEGER type...
* `#19998 <https://github.com/scipy/scipy/issues/19998>`__: DOC: Boundary
conditions in splrep
* `#20001 <https://github.com/scipy/scipy/issues/20001>`__: BUG:
scipy.stats.loglaplace may return negative moments
* `#20009 <https://github.com/scipy/scipy/issues/20009>`__: BUG:
ShortTimeFFT fails with complex input
* `#20012 <https://github.com/scipy/scipy/issues/20012>`__: MAINT: Use
NumPy sliding_window_view instead of as_strided in...
* `#20014 <https://github.com/scipy/scipy/issues/20014>`__: TST: signal:
TestCorrelateReal failing on Meson 3.12 job
* `#20031 <https://github.com/scipy/scipy/issues/20031>`__: TST: prefer
\`pytest.warns\` over \`np.testing.assert_warns\`
* `#20034 <https://github.com/scipy/scipy/issues/20034>`__: TST: linalg:
test_decomp_cossin.py::test_cossin_separate[float64]...
* `#20036 <https://github.com/scipy/scipy/issues/20036>`__: MAINT:
implement scipy.stats.powerlaw._munp
* `#20041 <https://github.com/scipy/scipy/issues/20041>`__: BUG: Using
LinearConstraint with optimize.differential_evolution
* `#20042 <https://github.com/scipy/scipy/issues/20042>`__: BUG:
scipy.stats.percentileofscore has a mistake
* `#20043 <https://github.com/scipy/scipy/issues/20043>`__: equality used
to compare floating point numbers (test_bootstrap_alternative)
* `#20060 <https://github.com/scipy/scipy/issues/20060>`__: BUG: stacking
two dok_array produces a NotImplementedError about...
* `#20062 <https://github.com/scipy/scipy/issues/20062>`__: MAINT, TST:
test failures against NumPy main
* `#20071 <https://github.com/scipy/scipy/issues/20071>`__: MAINT: doc
build warnings
* `#20075 <https://github.com/scipy/scipy/issues/20075>`__: BUG:
\`eigh_tridiagonal\` with \`select=3D"i"\` fails for 1x1 matrices
* `#20084 <https://github.com/scipy/scipy/issues/20084>`__: BUG: \`import
scipy._lib._testutils\` raises exception in some...
* `#20100 <https://github.com/scipy/scipy/issues/20100>`__: ENH: Expose
NoConvergence error class in the scipy.optimize namespace
* `#20107 <https://github.com/scipy/scipy/issues/20107>`__: MAINT: builds
broken against NumPy main
* `#20129 <https://github.com/scipy/scipy/issues/20129>`__: BUG:
regression: eval_chebyt gives wrong results for complex...
* `#20131 <https://github.com/scipy/scipy/issues/20131>`__: DOC: linalg:
Unclear description for the output \`P\` of \`qr\`.
* `#20142 <https://github.com/scipy/scipy/issues/20142>`__: Typo in the doc
of the Kstwobign distribution
* `#20157 <https://github.com/scipy/scipy/issues/20157>`__: MAINT, TST:
test_svds_parameter_tol failures
* `#20161 <https://github.com/scipy/scipy/issues/20161>`__: \`dev.py test\`
fails to accept both \`--argument\` and \`--...
* `#20170 <https://github.com/scipy/scipy/issues/20170>`__: Test failures
due to \`asarray(..., copy=3DFalse)\` semantics change...
* `#20180 <https://github.com/scipy/scipy/issues/20180>`__: deprecation
warnings for Node.js 16 on GHA wheel build jobs
* `#20182 <https://github.com/scipy/scipy/issues/20182>`__: BUG:
\`csr_row_index\` and \`csr_column_index\` error for mixed...
* `#20188 <https://github.com/scipy/scipy/issues/20188>`__: BUG: Raising
scipy.spatial.transform.Rotation to power of 0 adds...
* `#20220 <https://github.com/scipy/scipy/issues/20220>`__: new problem on
Cirrus with Homebrew Python in macOS arm64 jobs
* `#20225 <https://github.com/scipy/scipy/issues/20225>`__: CI/MAINT:
\`choco\` error for invalid credentials
* `#20230 <https://github.com/scipy/scipy/issues/20230>`__: CI, DOC, TST:
failure related to scipy/stats/_distn_infrastructure.py...
************************
Pull requests for 1.13.0
************************
* `#8404 <https://github.com/scipy/scipy/pull/8404>`__: ENH:special:Tighten
cdflib precision to 1e-15
* `#14771 <https://github.com/scipy/scipy/pull/14771>`__: ENH:
integrate.solve_ivp: allow event \`terminal\` attribute...
* `#16660 <https://github.com/scipy/scipy/pull/16660>`__: DOC: update
pydata-sphinx theme
* `#17265 <https://github.com/scipy/scipy/pull/17265>`__: Doc: fix
linalg.lstsq documentation on residues
* `#17525 <https://github.com/scipy/scipy/pull/17525>`__: TST: linalg:
temporarily silence failure in test_solve_generalized_discrete_are
* `#18530 <https://github.com/scipy/scipy/pull/18530>`__: ENH: sparse:
Generalize coo_array to support 1d shapes
* `#18541 <https://github.com/scipy/scipy/pull/18541>`__: MAINT: sparse:
Stop supporting multi-Ellipsis indexing
* `#18828 <https://github.com/scipy/scipy/pull/18828>`__: ENH: improve
dtype check in wavfile.write
* `#19444 <https://github.com/scipy/scipy/pull/19444>`__: ENH: Add faster
inverse-Wishart rvs and logpdf
* `#19488 <https://github.com/scipy/scipy/pull/19488>`__: DOC: Improving
"Spectral Analysis" section in User Guide
* `#19541 <https://github.com/scipy/scipy/pull/19541>`__: BUG: fix cosine
distance result type
* `#19545 <https://github.com/scipy/scipy/pull/19545>`__: ENH:
integrate._tanhsinh: support vector-valued functions
* `#19555 <https://github.com/scipy/scipy/pull/19555>`__: DOC: Small
documentation and docstring corrections for \`ShortTimeFFT\`
* `#19560 <https://github.com/scipy/scipy/pull/19560>`__:
ENH:MAINT:special:Cythonize cdflib
* `#19587 <https://github.com/scipy/scipy/pull/19587>`__:
ENH:MAINT:special:Rewrite amos F77 code
* `#19631 <https://github.com/scipy/scipy/pull/19631>`__: ENH: add
parameter ymax in stats.boxcox_normmax
* `#19633 <https://github.com/scipy/scipy/pull/19633>`__: ENH: use
NdBSpline in RegularGridInterpolator to speed up evaluations
* `#19650 <https://github.com/scipy/scipy/pull/19650>`__: ENH:
stats.kstests: add axis / nan_policy / keepdims support
* `#19662 <https://github.com/scipy/scipy/pull/19662>`__: ENH:
stats.normaltest/skewtest/kurtosistest: add axis / nan_policy...
* `#19663 <https://github.com/scipy/scipy/pull/19663>`__: DOC: Add example
to rv_continuous.fit
* `#19664 <https://github.com/scipy/scipy/pull/19664>`__: DOC: Add example
for mstats.brunnermunzel
* `#19666 <https://github.com/scipy/scipy/pull/19666>`__: DOC: Add Example
to lbfgsb docstring
* `#19667 <https://github.com/scipy/scipy/pull/19667>`__: ENH:
integrate._nsum: function for finite and infinite summation
* `#19669 <https://github.com/scipy/scipy/pull/19669>`__: REL: set version
to 1.13.0.dev0
* `#19672 <https://github.com/scipy/scipy/pull/19672>`__: DEP: signal:
remove scipy.signal.{bspline,quadratic,cubic}
* `#19674 <https://github.com/scipy/scipy/pull/19674>`__: DEP: linalg:
remove tri{,u,l}
* `#19675 <https://github.com/scipy/scipy/pull/19675>`__: DEP: signal:
remove scipy.signal.{lsim2,impulse2,step2}
* `#19676 <https://github.com/scipy/scipy/pull/19676>`__: DEP: signal:
remove ability to import window functions from signal...
* `#19679 <https://github.com/scipy/scipy/pull/19679>`__: MAINT:
stats.theilslopes: consistent promotion of \`x\` and \`y\`
* `#19680 <https://github.com/scipy/scipy/pull/19680>`__: ENH:
stats.shapiro: add axis / nan_policy / keepdims support
* `#19681 <https://github.com/scipy/scipy/pull/19681>`__: MAINT: Add binom
to new C++ special lib along with its cephes...
* `#19682 <https://github.com/scipy/scipy/pull/19682>`__: TST: consolidate
array API test skip decorators
* `#19687 <https://github.com/scipy/scipy/pull/19687>`__: MAINT:linalg:
Remove redundant det and lu Fortran files
* `#19689 <https://github.com/scipy/scipy/pull/19689>`__: MAINT:
stats.moment: rename parameter \`moment\` to \`order\`
* `#19694 <https://github.com/scipy/scipy/pull/19694>`__: MAINT: Remove
\`PDistWeightedMetricWrapper\` and \`CDistWeightedMetricWrapper\`
* `#19695 <https://github.com/scipy/scipy/pull/19695>`__: MAINT: Prefer
\`np.fill_diagonal\` over \`diag_indices\`
* `#19696 <https://github.com/scipy/scipy/pull/19696>`__: ENH: add
\`method\` arg to \`interpolate.Akima1DInterpolator\`
* `#19698 <https://github.com/scipy/scipy/pull/19698>`__: MAINT: bump
project version
* `#19701 <https://github.com/scipy/scipy/pull/19701>`__: MAINT: make
import of \`array_api_compat\` nicer
* `#19703 <https://github.com/scipy/scipy/pull/19703>`__: DEP: non-integers
in \`factorial(..., exact=3DTrue)\`: deprecate...
* `#19708 <https://github.com/scipy/scipy/pull/19708>`__: DOC:
spatial.distance: add missing optional param markers
* `#19710 <https://github.com/scipy/scipy/pull/19710>`__: TST: fix pytest
discovery errors with editable installs
* `#19711 <https://github.com/scipy/scipy/pull/19711>`__: DOC: clarify
ttest_1samp argument
* `#19714 <https://github.com/scipy/scipy/pull/19714>`__: BLD: require
Cython >=3D3.0.4, drop 0.29.X support
* `#19715 <https://github.com/scipy/scipy/pull/19715>`__: ENH: sparse: Add
DOK support for 1d (without indexing)
* `#19716 <https://github.com/scipy/scipy/pull/19716>`__: ENH: enable
approximation for factorialk
* `#19721 <https://github.com/scipy/scipy/pull/19721>`__: DOC: add
rationale for 88 char line length
* `#19722 <https://github.com/scipy/scipy/pull/19722>`__: DOC: update
release version procedure
* `#19723 <https://github.com/scipy/scipy/pull/19723>`__: ENH, MAINT:
voronoi_plot_2d nicer inf lines
* `#19724 <https://github.com/scipy/scipy/pull/19724>`__: MAINT: Windows
NumPy 2.x int shims
* `#19725 <https://github.com/scipy/scipy/pull/19725>`__: MNT: use int
instead of long in cython code
* `#19728 <https://github.com/scipy/scipy/pull/19728>`__: MAINT: enhance
the configuration for the \`pull-request-labeler\`...
* `#19730 <https://github.com/scipy/scipy/pull/19730>`__: MAINT: bs4
deprecation shim
* `#19731 <https://github.com/scipy/scipy/pull/19731>`__: ENH: stats.mood:
add nan_policy / keepdims support
* `#19738 <https://github.com/scipy/scipy/pull/19738>`__: BLD: require
\`pythran>=3D0.14.0\`
* `#19741 <https://github.com/scipy/scipy/pull/19741>`__: ENH:
stats.friedmanchisquare/brunnermunzel: add axis / nan_policy...
* `#19742 <https://github.com/scipy/scipy/pull/19742>`__: CI: fix PR
labeler config file
* `#19743 <https://github.com/scipy/scipy/pull/19743>`__: ENH: sparse: Add
min-max 1d support and tests
* `#19744 <https://github.com/scipy/scipy/pull/19744>`__: ENH:
stats.mannwhitneyu: speed improvement, memory reduction,...
* `#19745 <https://github.com/scipy/scipy/pull/19745>`__: TST: fortranfiles
fix
* `#19746 <https://github.com/scipy/scipy/pull/19746>`__: CI: add labeler
based on issue/PR titles
* `#19749 <https://github.com/scipy/scipy/pull/19749>`__: ENH:
stats.mannwhitneyu: vectorize statistic calculation
* `#19750 <https://github.com/scipy/scipy/pull/19750>`__: DEV/BLD: generate
\`requirements/\*\` files to simplify build
* `#19752 <https://github.com/scipy/scipy/pull/19752>`__: DEP: deprecate
complex dtypes in \`PchipInterpolator\` and \`Akima1DInterpolator\`
* `#19755 <https://github.com/scipy/scipy/pull/19755>`__: MAINT/TST: ignore
backend import errors when not in array API...
* `#19757 <https://github.com/scipy/scipy/pull/19757>`__: ENH: Add
vectorized scalar minimization bracket finder
* `#19758 <https://github.com/scipy/scipy/pull/19758>`__: MAINT: correct
inaccurate comment
* `#19760 <https://github.com/scipy/scipy/pull/19760>`__: MAINT:
interpolate: remove dead code
* `#19762 <https://github.com/scipy/scipy/pull/19762>`__: ENH:
stats.monte_carlo_test: account for inexact calculation...
* `#19763 <https://github.com/scipy/scipy/pull/19763>`__: MAINT:
integrate._nsum: adjust algorithm for determining number...
* `#19768 <https://github.com/scipy/scipy/pull/19768>`__: MAINT: SuperLU
upstream fix for compile warnings
* `#19770 <https://github.com/scipy/scipy/pull/19770>`__: ENH:
stats.wilcoxon: rewrite for speed and clarity; add PermutationMethod...
* `#19773 <https://github.com/scipy/scipy/pull/19773>`__: DOC: stats: The
docstring for scipy.stats.crystalball needs an...
* `#19775 <https://github.com/scipy/scipy/pull/19775>`__: DOC: Docstring
and examples for Rotation.concatenate
* `#19776 <https://github.com/scipy/scipy/pull/19776>`__: ENH:
stats.rankdata: vectorize calculation
* `#19778 <https://github.com/scipy/scipy/pull/19778>`__: DOC, MAINT: fix
make dist in rel process
* `#19780 <https://github.com/scipy/scipy/pull/19780>`__: MAINT:
scipy.stats: replace \`_normtest_finish\`/\`_ttest_finish\`/etc......
* `#19781 <https://github.com/scipy/scipy/pull/19781>`__: CI, MAINT: switch
to stable python release
* `#19786 <https://github.com/scipy/scipy/pull/19786>`__: BLD: fix "Failed
to guess install tag" in meson-log.txt, add...
* `#19787 <https://github.com/scipy/scipy/pull/19787>`__: DOC/BLD: macOS
Homebrew OpenBlas detection advice
* `#19788 <https://github.com/scipy/scipy/pull/19788>`__: DOC:
stats.trim_mean: correct documentation
* `#19790 <https://github.com/scipy/scipy/pull/19790>`__: BENCH: Added
benchmarks for individual distance metrics
* `#19792 <https://github.com/scipy/scipy/pull/19792>`__: MAINT: simplify
\`t.logpdf\`
* `#19796 <https://github.com/scipy/scipy/pull/19796>`__: API: Enable
\`pydata/sparse\` input for csgraph module
* `#19803 <https://github.com/scipy/scipy/pull/19803>`__: TST: stats:
compare geometric zscore to naive version instead...
* `#19807 <https://github.com/scipy/scipy/pull/19807>`__: DOC: fft: add
note about FHT formulas
* `#19808 <https://github.com/scipy/scipy/pull/19808>`__: MAINT: move
elementwise algorithms and framework
* `#19810 <https://github.com/scipy/scipy/pull/19810>`__: MAINT: set
\`NPY_NO_DEPRECATED_API\` also for Cython code
* `#19811 <https://github.com/scipy/scipy/pull/19811>`__: BLD: set default
\`cpp_std\` to \`c++17\`
* `#19818 <https://github.com/scipy/scipy/pull/19818>`__: MAINT: uarray CXX
version hex cleanup
* `#19820 <https://github.com/scipy/scipy/pull/19820>`__: TST: linalg: Test
Cython LAPACK complex ladiv
* `#19821 <https://github.com/scipy/scipy/pull/19821>`__: BLD: resolve
missing prototype warnings in lsoda/vode
* `#19822 <https://github.com/scipy/scipy/pull/19822>`__: BLD: propack:
resolve missing return value warnings
* `#19823 <https://github.com/scipy/scipy/pull/19823>`__: CI/DEV: add some
new auto-labels
* `#19824 <https://github.com/scipy/scipy/pull/19824>`__: ENH:Rewrite
specfun F77 code in C
* `#19825 <https://github.com/scipy/scipy/pull/19825>`__: MAINT:
\`CODEOWNERS\` syntax fix and changes
* `#19827 <https://github.com/scipy/scipy/pull/19827>`__: MAINT: spatial:
fix build warnings in \`ckdtree\` code
* `#19828 <https://github.com/scipy/scipy/pull/19828>`__: CI/DEV: fix and
simplify \`label-globs\` syntax
* `#19829 <https://github.com/scipy/scipy/pull/19829>`__: MAINT:
interpolate: fix build warning from \`_ppoly.pyx\`
* `#19837 <https://github.com/scipy/scipy/pull/19837>`__: MAINT: special:
fix meson deprecation warning
* `#19838 <https://github.com/scipy/scipy/pull/19838>`__: DOC: fft: improve
\`s\` description for real transforms
* `#19843 <https://github.com/scipy/scipy/pull/19843>`__: DOC: Add \`fft\`
to list of submodules in tutorial
* `#19844 <https://github.com/scipy/scipy/pull/19844>`__: TST: fix more
cases of fd leaks from np.load()
* `#19849 <https://github.com/scipy/scipy/pull/19849>`__: CI: fix
prerelease job to use numpy 2.0, and add a second job...
* `#19853 <https://github.com/scipy/scipy/pull/19853>`__: ENH: sparse:
foundation for 1D arrays (add test suite, round...
* `#19855 <https://github.com/scipy/scipy/pull/19855>`__: BLD: Revamp
BLAS/LAPACK G77 ABI wrappers and fix PROPACK segfaults
* `#19856 <https://github.com/scipy/scipy/pull/19856>`__: BLD: simplify
pythran version requirement in meson
* `#19857 <https://github.com/scipy/scipy/pull/19857>`__: BLD: make scipy
build warning-free with LTO enabled
* `#19860 <https://github.com/scipy/scipy/pull/19860>`__: MAINT: fix BLD
label typo
* `#19861 <https://github.com/scipy/scipy/pull/19861>`__: BUG:io:Skip
arr_to_chars call for single code points
* `#19864 <https://github.com/scipy/scipy/pull/19864>`__: Add documentation
to explain behavior for transposing csr or...
* `#19866 <https://github.com/scipy/scipy/pull/19866>`__: DOC: Change
default for bounds in scipy.optimize.linprog
* `#19868 <https://github.com/scipy/scipy/pull/19868>`__: MAINT: fix use of
\`unique(..., return_inverse=3DTrue)\`
* `#19869 <https://github.com/scipy/scipy/pull/19869>`__: MAINT: array
types: rename \`as_xparray\` to \`_asarray\`
* `#19870 <https://github.com/scipy/scipy/pull/19870>`__: MAINT: logsumexp:
properly handle complex sign
* `#19871 <https://github.com/scipy/scipy/pull/19871>`__: MAINT: make
isinstance check in \`stats._distn_infrastructure\`...
* `#19874 <https://github.com/scipy/scipy/pull/19874>`__: rankdata: ensure
correct shape for empty inputs
* `#19876 <https://github.com/scipy/scipy/pull/19876>`__: MAINT: stats: Add
tests to ensure consistency between \`wasserstein_distance\` and different
backends of \`wasserstein_distance_nd\`
* `#19882 <https://github.com/scipy/scipy/pull/19882>`__: MAINT: vendor
\`pocketfft\` as git submodule
* `#19885 <https://github.com/scipy/scipy/pull/19885>`__: MAINT: fix some
small array API support issues
* `#19886 <https://github.com/scipy/scipy/pull/19886>`__: TST: stats: fix a
few issues with non-reproducible seeding
* `#19891 <https://github.com/scipy/scipy/pull/19891>`__: MAINT: stats: fix
editable install issue in \`qmc\` and MPL-related...
* `#19893 <https://github.com/scipy/scipy/pull/19893>`__: MAINT: remove
unused itertools-import in scipy.interpolate._interpolate
* `#19901 <https://github.com/scipy/scipy/pull/19901>`__: MAINT: special:
remove use of \`numpy.math\` from \`_cdflib.pyx\`
* `#19902 <https://github.com/scipy/scipy/pull/19902>`__:
BUG:special:cdflib: Correct cdftnc Cython bugs
* `#19908 <https://github.com/scipy/scipy/pull/19908>`__: Fix AIX build
break.
* `#19909 <https://github.com/scipy/scipy/pull/19909>`__:
MAINT:linalg:Adjust lwork/liwork changes OpenBLAS 0.3.26
* `#19916 <https://github.com/scipy/scipy/pull/19916>`__: MAINT: update
pocketfft git submodule location
* `#19917 <https://github.com/scipy/scipy/pull/19917>`__: MAINT: replicate
FITPACK's \`fpchec\` routine in python
* `#19924 <https://github.com/scipy/scipy/pull/19924>`__: TST: cluster: fix
test_kmeans_and_kmeans2_random_seed
* `#19925 <https://github.com/scipy/scipy/pull/19925>`__: MAINT: forward
port 1.12.0 relnotes
* `#19927 <https://github.com/scipy/scipy/pull/19927>`__: BUG:
cluster.kmeans\*: array types: accept \`int\`s for k
* `#19929 <https://github.com/scipy/scipy/pull/19929>`__: DOC: updated
incorrect sentence about subpackage imports. See...
* `#19931 <https://github.com/scipy/scipy/pull/19931>`__:
MAINT:special:cdflib:Refine the tolerances further
* `#19932 <https://github.com/scipy/scipy/pull/19932>`__: ENH:stats:Use
explicit formula for gamma.fit('mm')
* `#19933 <https://github.com/scipy/scipy/pull/19933>`__: BUG: Correct
handling of -inf in special stdr funcs
* `#19934 <https://github.com/scipy/scipy/pull/19934>`__: BUG:special:amos:
Fix some mistakes in the AMOS C translation
* `#19937 <https://github.com/scipy/scipy/pull/19937>`__: TST: Add RNG
seeds for TestInvgauss and TestLaplace
* `#19938 <https://github.com/scipy/scipy/pull/19938>`__: MAINT: special:
array types: fix warning when not in array API...
* `#19939 <https://github.com/scipy/scipy/pull/19939>`__: BUG:special:amos:
Fix exit path in \`amos_asyi\`
* `#19942 <https://github.com/scipy/scipy/pull/19942>`__: MAINT:
hypothesis: document minimum required version
* `#19944 <https://github.com/scipy/scipy/pull/19944>`__: BUG: Correct
handling of inf support in binomial
* `#19945 <https://github.com/scipy/scipy/pull/19945>`__: BLD: fix issue
with escape sequences in \`__config__.py\`
* `#19947 <https://github.com/scipy/scipy/pull/19947>`__: BUG:special:amos:
Fix typo in \`amos_mlri\`
* `#19950 <https://github.com/scipy/scipy/pull/19950>`__: DOC:
stats.logrank: fix typo that affect survival curves in manual
* `#19952 <https://github.com/scipy/scipy/pull/19952>`__: BUG:sparse:Add
early exit to gmres when x0 already solves problem
* `#19957 <https://github.com/scipy/scipy/pull/19957>`__: defect: sparse:
1d bool mask with wrong shape should raise IndexError
* `#19961 <https://github.com/scipy/scipy/pull/19961>`__: DOC: Add version
warning banner to documentation
* `#19962 <https://github.com/scipy/scipy/pull/19962>`__: ENH: sparse:
speedup csr/csc setdiag by converting to coo
* `#19965 <https://github.com/scipy/scipy/pull/19965>`__: DOC: scale of
parameters in optimize.curve_fit
* `#19969 <https://github.com/scipy/scipy/pull/19969>`__: DOC: Fix landing
page images for dark theme
* `#19971 <https://github.com/scipy/scipy/pull/19971>`__: ENH: Input
validation for sampling frequency in signal.filter...
* `#19975 <https://github.com/scipy/scipy/pull/19975>`__: ENH: support
custom statistic in goodness_of_fit function (gh-19894)
* `#19977 <https://github.com/scipy/scipy/pull/19977>`__: DOC: document a
common alternative parameterization of invgauss.
* `#19978 <https://github.com/scipy/scipy/pull/19978>`__: DOC: fix
autosummary for scipy.signal.ShortTimeFFT.t/T under...
* `#19980 <https://github.com/scipy/scipy/pull/19980>`__: ENH: stats: add
axis/nan_policy support to \`f_oneway\` and \`alexandergovern\`
* `#19981 <https://github.com/scipy/scipy/pull/19981>`__: TST: correct typo
in TestGamma.test_fit_mm function.
* `#19995 <https://github.com/scipy/scipy/pull/19995>`__: TST, MAINT:
test_immediate_updating fix
* `#19997 <https://github.com/scipy/scipy/pull/19997>`__: MAINT: Adjust the
codebase to the new \`np.array\`'s \`copy\`...
* `#20000 <https://github.com/scipy/scipy/pull/20000>`__: MAINT:
interpolate: address review comments on NdBSpline/RGI
* `#20003 <https://github.com/scipy/scipy/pull/20003>`__: MAINT: sparse:
change coo_matrix.indices to coo_matrix.coords
* `#20004 <https://github.com/scipy/scipy/pull/20004>`__: MAINT: sparse:
change method names _mul_\* to _matmul_\* all...
* `#20005 <https://github.com/scipy/scipy/pull/20005>`__: MAINT: Remove
partial from \`__all__\` (removed from submodule)
* `#20006 <https://github.com/scipy/scipy/pull/20006>`__: BENCH: optimize:
add timings to global optimizers benchmarks
* `#20010 <https://github.com/scipy/scipy/pull/20010>`__: BUG: Add proper
error message for \`ShortTimeFFT\` for onesided...
* `#20013 <https://github.com/scipy/scipy/pull/20013>`__: MAINT: signal:
use \`sliding_window_view\` instead of \`as_strided\`
* `#20016 <https://github.com/scipy/scipy/pull/20016>`__: DOC: update
release docs to reflect new version banner
* `#20017 <https://github.com/scipy/scipy/pull/20017>`__: BUG: loglaplace
moment should be non-negative.
* `#20018 <https://github.com/scipy/scipy/pull/20018>`__: ENH: refer to the
Laplace distribution in log-Laplace documentation.
* `#20019 <https://github.com/scipy/scipy/pull/20019>`__: DOC: Add support
for interactive examples with jupyterlite-sphinx
* `#20020 <https://github.com/scipy/scipy/pull/20020>`__: TST:
TestCorrelateReal overflow shim
* `#20021 <https://github.com/scipy/scipy/pull/20021>`__: ENH: fix
numerical instability around zero in boxcox_llf
* `#20023 <https://github.com/scipy/scipy/pull/20023>`__: ENH: use analytic
formula for log-laplace MLE when loc is known.
* `#20024 <https://github.com/scipy/scipy/pull/20024>`__: ENH:stats: Add
multivariate Wasserstein distance as a separate...
* `#20032 <https://github.com/scipy/scipy/pull/20032>`__: MAINT: Adjust
some comments in special C++ library
* `#20033 <https://github.com/scipy/scipy/pull/20033>`__: MAINT: sparse:
Un-deprecate getnnz()
* `#20037 <https://github.com/scipy/scipy/pull/20037>`__: MAINT: Add
special handling for complex infinite input in digamma
* `#20039 <https://github.com/scipy/scipy/pull/20039>`__: ENH: use
analytical formula in scipy.stats.powerlaw._munp().
* `#20044 <https://github.com/scipy/scipy/pull/20044>`__: TST:
_ConstraintWrapper returns a violation of the correct shape
* `#20045 <https://github.com/scipy/scipy/pull/20045>`__: DOC: add missing
np. in tutorial
* `#20047 <https://github.com/scipy/scipy/pull/20047>`__: TST: use
assert_allclose in test_bootstrap_alternative
* `#20052 <https://github.com/scipy/scipy/pull/20052>`__: FIX: Allow any
dtype-specifier for ndimage output
* `#20053 <https://github.com/scipy/scipy/pull/20053>`__: Add sorting
requirement for partial_match and partial_guess
* `#20054 <https://github.com/scipy/scipy/pull/20054>`__: BUG:
SciPy.interpolate.CubicSpline with periodic data
* `#20063 <https://github.com/scipy/scipy/pull/20063>`__: ENH:
optimize._differentiate: add option preserve_shape
* `#20065 <https://github.com/scipy/scipy/pull/20065>`__: MAINT Fix broken
link in \`scipy.stats._multivariate.py\`
* `#20067 <https://github.com/scipy/scipy/pull/20067>`__: TST: shims for
NumPy fft changes
* `#20068 <https://github.com/scipy/scipy/pull/20068>`__: Changed
assert_warns in stats testing to pytest.warns.
* `#20069 <https://github.com/scipy/scipy/pull/20069>`__: MAINT/DOC:
\`special.nrdtrimn/nrdtrisd\` docstring fixes
* `#20070 <https://github.com/scipy/scipy/pull/20070>`__: MAINT: silence
ruff deprecation warning
* `#20076 <https://github.com/scipy/scipy/pull/20076>`__: BUG:linalg:Add
early exit to eigh_tridiagonal for 1x1 input
* `#20078 <https://github.com/scipy/scipy/pull/20078>`__: CI: update github
actions and cibuildwheel
* `#20080 <https://github.com/scipy/scipy/pull/20080>`__: BUG: sparse: Fix
hstack, etc for dok_array
* `#20086 <https://github.com/scipy/scipy/pull/20086>`__: MAINT: detect
musl differently.
* `#20087 <https://github.com/scipy/scipy/pull/20087>`__: MAINT: switch
from \`numpy.array_api\` to \`array-api-strict\`
* `#20092 <https://github.com/scipy/scipy/pull/20092>`__: DOC: Fix a could
of places that are parsed as substitution references...
* `#20093 <https://github.com/scipy/scipy/pull/20093>`__: DOC: Fix small
typos in \`signal.rst\` and \`_short_time_fft.py\`
* `#20095 <https://github.com/scipy/scipy/pull/20095>`__: DOC: tick tensor
product splines off the roadmap
* `#20096 <https://github.com/scipy/scipy/pull/20096>`__: TST:linalg:Reduce
the size of the cossin test
* `#20098 <https://github.com/scipy/scipy/pull/20098>`__: MAINT: minor
array API skip improvements
* `#20101 <https://github.com/scipy/scipy/pull/20101>`__: MAINT: editorial
changes in the doc string of scipy.stats.vonmises.
* `#20102 <https://github.com/scipy/scipy/pull/20102>`__: ENH: use
non-trivial bounds to solve for kappa of vonmises MLE.
* `#20103 <https://github.com/scipy/scipy/pull/20103>`__: MAINT: optimize:
expose \`NoConvergence\`
* `#20104 <https://github.com/scipy/scipy/pull/20104>`__: ENH: allow shape
parameter kappa to be zero in vonmises distribution.
* `#20106 <https://github.com/scipy/scipy/pull/20106>`__: DOC: update
docstring of stats.percentileofscore
* `#20108 <https://github.com/scipy/scipy/pull/20108>`__: MAINT: shim for
descr->f access
* `#20111 <https://github.com/scipy/scipy/pull/20111>`__: DOC: clarify
accepted values for \`dim\` in \`unitary_group\`.
* `#20112 <https://github.com/scipy/scipy/pull/20112>`__: BLD: signal: do
not install Pythran source alongside the Cython...
* `#20119 <https://github.com/scipy/scipy/pull/20119>`__: Fix small issues
in docstrings
* `#20121 <https://github.com/scipy/scipy/pull/20121>`__: BLD:
simplifications in meson.build files
* `#20122 <https://github.com/scipy/scipy/pull/20122>`__: MAINT: update
Boost.Math to 1.83.0
* `#20123 <https://github.com/scipy/scipy/pull/20123>`__: MAINT: stats: fix
test failure in \`kendalltau_seasonal\`
* `#20130 <https://github.com/scipy/scipy/pull/20130>`__: BUG: Use Cython
implementation of complex hyp2f1 in orthogonal_eval.pxd
* `#20135 <https://github.com/scipy/scipy/pull/20135>`__: MAINT:
interpolate: define \`F_INT\` as \`int\` rather than \`npy_int32\`
* `#20138 <https://github.com/scipy/scipy/pull/20138>`__: TST: optimize:
silence the output from calling cobyla with disp=3DTrue
* `#20141 <https://github.com/scipy/scipy/pull/20141>`__: MAINT/CI:
special/array types: test alternative backends in CI
* `#20143 <https://github.com/scipy/scipy/pull/20143>`__: DOC: stats: Fix
typo in the doc of the Kstwobign distribution
* `#20144 <https://github.com/scipy/scipy/pull/20144>`__: MAINT, ENH:
Hausdorff simplification
* `#20145 <https://github.com/scipy/scipy/pull/20145>`__: TST: special:
bump tolerances for new \`cdftnc\` regression tests
* `#20146 <https://github.com/scipy/scipy/pull/20146>`__: MAINT: fix
incorrect \`noexcept\` usage in Cython functions
* `#20149 <https://github.com/scipy/scipy/pull/20149>`__: BLD: Ensure
Python.h is included before system headers.
* `#20153 <https://github.com/scipy/scipy/pull/20153>`__: BLD: interpolate:
_interpnd_info does not need installing
* `#20154 <https://github.com/scipy/scipy/pull/20154>`__: ENH: sparse:
implement fromkeys for _dok_base
* `#20163 <https://github.com/scipy/scipy/pull/20163>`__: MAINT: dev.py:
allow --args after --
* `#20172 <https://github.com/scipy/scipy/pull/20172>`__: MAINT:
(additional) array copy semantics shims
* `#20173 <https://github.com/scipy/scipy/pull/20173>`__: TST:special:Add
partial tests for nrdtrimn and nrdtrisd
* `#20174 <https://github.com/scipy/scipy/pull/20174>`__: DOC: interpolate:
\`splrep\` default boundary condition
* `#20176 <https://github.com/scipy/scipy/pull/20176>`__: MAINT:
vulture/ruff fixups
* `#20181 <https://github.com/scipy/scipy/pull/20181>`__: MAINT: Avoid
\`descr->elsize\` and use intp for it.
* `#20183 <https://github.com/scipy/scipy/pull/20183>`__: BUG: Fix fancy
indexing on compressed sparse arrays with mixed...
* `#20184 <https://github.com/scipy/scipy/pull/20184>`__: DOC, DX: Remove
version warning banner in latest version
* `#20186 <https://github.com/scipy/scipy/pull/20186>`__: MAINT: update
action. Closes #20180
* `#20191 <https://github.com/scipy/scipy/pull/20191>`__: BUG: Fix shape of
single Rotation raised to the 0 or 1 power
* `#20193 <https://github.com/scipy/scipy/pull/20193>`__: MAINT: Bump
\`npy2_compat.h\` and add temporary pybind11 workaround
* `#20195 <https://github.com/scipy/scipy/pull/20195>`__: ENH: linalg:
allow readonly arrays in expm et al
* `#20198 <https://github.com/scipy/scipy/pull/20198>`__: BLD: update
minimum Cython version to 3.0.8
* `#20203 <https://github.com/scipy/scipy/pull/20203>`__: TST: linalg: undo
xfail TestEig::test_singular
* `#20204 <https://github.com/scipy/scipy/pull/20204>`__: TST: linalg: add
a regression test for a gen eig problem
* `#20205 <https://github.com/scipy/scipy/pull/20205>`__: BUG: Fixed
\`fftshift()\` in \`ShortTimeFFT\`.
* `#20206 <https://github.com/scipy/scipy/pull/20206>`__: DOC: clarify role
of p in linalg.qr.
* `#20209 <https://github.com/scipy/scipy/pull/20209>`__: CI: move regular
macosx_arm64 from cirrus to GHA
* `#20210 <https://github.com/scipy/scipy/pull/20210>`__: BLD: macosx_arm64
wheel build on GHA instead of cirrus
* `#20212 <https://github.com/scipy/scipy/pull/20212>`__: BUG:
linalg/sqrtm: more robust check for real->complex Schur...
* `#20215 <https://github.com/scipy/scipy/pull/20215>`__: MAINT: bump
OpenBLAS "the old way"
* `#20217 <https://github.com/scipy/scipy/pull/20217>`__: DOC/MAINT: add
examples for nctdtridf, nctdtrinc, nctdtrit
* `#20218 <https://github.com/scipy/scipy/pull/20218>`__: TST: mark
linalg.sqrtm test as xfail
* `#20221 <https://github.com/scipy/scipy/pull/20221>`__: TST: Tweak tols
and ignore warnings for more reliable SVD tests
* `#20222 <https://github.com/scipy/scipy/pull/20222>`__: DOC add
likelihood formula to stats.CensoredData
* `#20224 <https://github.com/scipy/scipy/pull/20224>`__: BUG: fix
\`cluster.vq.kmeans2\` with minit=3D'++' for 1D data
* `#20227 <https://github.com/scipy/scipy/pull/20227>`__: MAINT: remove
repeated "the" typos
* `#20229 <https://github.com/scipy/scipy/pull/20229>`__: BUG: linalg: fix
int overflow in Cholesky (potrf)
* `#20231 <https://github.com/scipy/scipy/pull/20231>`__: DOC/DX: array
types: update \`_asarray\` description
* `#20232 <https://github.com/scipy/scipy/pull/20232>`__: BLD: Refactor
BLAS/LAPACK wrapper infrastructure
* `#20233 <https://github.com/scipy/scipy/pull/20233>`__: DOC:
stats.rv_continuous.fit: fix backslashes
* `#20235 <https://github.com/scipy/scipy/pull/20235>`__: DOC: add
reference for ARGUS distribution in scipy.stats
* `#20236 <https://github.com/scipy/scipy/pull/20236>`__: DOC: fix small
typo in array API docs
* `#20237 <https://github.com/scipy/scipy/pull/20237>`__: MAINT: optimize:
update \`_direct\` for typos
* `#20238 <https://github.com/scipy/scipy/pull/20238>`__: MAINT: revert
ARPACK changes from #20227
* `#20241 <https://github.com/scipy/scipy/pull/20241>`__: BLD: remove use
of \`NPY_VISIBILITY_HIDDEN\`
* `#20243 <https://github.com/scipy/scipy/pull/20243>`__: MAINT: Specfun
translation into C++
* `#20245 <https://github.com/scipy/scipy/pull/20245>`__: MAINT: Updated
_specfun.pyx
* `#20248 <https://github.com/scipy/scipy/pull/20248>`__: MAINT: Removed
specfun_lib and updated specfun_wrappers
* `#20250 <https://github.com/scipy/scipy/pull/20250>`__: MAINT:
interpolate: const qualify cython arrays
* `#20251 <https://github.com/scipy/scipy/pull/20251>`__:
MAINT:special:Adjust inf values for cdflib
* `#20254 <https://github.com/scipy/scipy/pull/20254>`__: MAINT: linalg:
readability refactor Riccati equation solver tests
* `#20259 <https://github.com/scipy/scipy/pull/20259>`__: BUG: linalg: fix
\`expm\` for large arrays
* `#20261 <https://github.com/scipy/scipy/pull/20261>`__: BUG:linalg:Remove
the 2x2 branch in expm
* `#20263 <https://github.com/scipy/scipy/pull/20263>`__: DOC/REL: add
missing expired deprecations to 1.12.0 notes
Checksums
=3D=3D=3D=3D=3D=3D=3D=3D=3D
MD5
~~~
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~~~~~~
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<div dir=3D"ltr">Hi all,<div><br></div><div>On behalf of the SciPy developm=
ent team I'm pleased to announce the release candidate</div><div>SciPy =
1.13.0rc1. Please help us test this pre-release.</div><div><br></div><div>S=
ources and binary wheels can be found at:</div><div><a href=3D"https://pypi=
.org/project/scipy/">https://pypi.org/project/scipy/</a><br></div><div>and =
at:=C2=A0<a href=3D"https://github.com/scipy/scipy/releases/tag/v1.13.0rc1"=
>https://github.com/scipy/scipy/releases/tag/v1.13.0rc1</a></div><div><br><=
/div><div>One of a few ways to install the release candidate with pip:</div=
><div>pip install scipy=3D=3D1.13.0rc1</div><div><br></div><div>=3D=3D=3D=
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D<br>Sc=
iPy 1.13.0 Release Notes<br>=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D<br><br>Note: SciPy 1.13.0 is not released=
yet!<br><br>SciPy 1.13.0 is the culmination of 3 months of hard work. This=
<br>out-of-band release aims to support NumPy ``2.0.0``, and is backwards<b=
r>compatible to NumPy ``1.22.4``. The version of OpenBLAS used to build<br>=
the PyPI wheels has been increased to ``0.3.26``.<br><br>This release requi=
res Python 3.9+ and NumPy 1.22.4 or greater.<br><br>For running on PyPy, Py=
Py3 6.0+ is required.<br><br><br>**************************<br>Highlights o=
f this release<br>**************************<br>- Support for NumPy ``2.0.0=
``.<br>- Interactive examples have been added to the documentation, allowin=
g users<br>=C2=A0 to run the examples locally on embedded Jupyterlite noteb=
ooks in their<br>=C2=A0 browser.<br>- Preliminary 1D array support for the =
COO and DOK sparse formats.<br>- Several `scipy.stats` functions have gaine=
d support for additional<br>=C2=A0 ``axis``, ``nan_policy``, and ``keepdims=
`` arguments. `scipy.stats` also<br>=C2=A0 has several performance and accu=
racy improvements.<br><br>************<br>New features<br>************<br><=
br>`scipy.integrate` improvements<br>=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D<br>- The ``terminal`=
` attribute of `scipy.integrate.solve_ivp` ``events``<br>=C2=A0 callables n=
ow additionally accepts integer values to specify a number<br>=C2=A0 of occ=
urrences required for termination, rather than the previous restriction<br>=
=C2=A0 of only accepting a ``bool`` value to terminate on the first registe=
red<br>=C2=A0 event.<br><br><br>`<a href=3D"http://scipy.io">scipy.io</a>` =
improvements<br>=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D=3D=3D=3D<br>- `scipy.io.wavfile.write` has improved ``dtype`` input val=
idation.<br><br><br>`scipy.interpolate` improvements<br>=3D=3D=3D=3D=3D=3D=
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D<br>- The Modified Akima Interpolation has been added to<br>=C2=A0 ``int=
erpolate.Akima1DInterpolator``, available via the new ``method``<br>=C2=A0 =
argument.<br>- ``RegularGridInterpolator`` gained the functionality to comp=
ute derivatives<br>=C2=A0 in place. For instance, ``RegularGridInterolator(=
(x, y), values,<br>=C2=A0 method=3D"cubic")(xi, nu=3D(1, 1))`` ev=
aluates the mixed second derivative,<br>=C2=A0 :math:`\partial^2 / \partial=
x \partial y` at ``xi``.<br>- Performance characteristics of tensor-produc=
t spline methods of<br>=C2=A0 ``RegularGridInterpolator`` have been changed=
: evaluations should be<br>=C2=A0 significantly faster, while construction =
might be slower. If you experience<br>=C2=A0 issues with construction times=
, you may need to experiment with optional<br>=C2=A0 keyword arguments ``so=
lver`` and ``solver_args``. Previous behavior (fast<br>=C2=A0 construction,=
slow evaluations) can be obtained via `"*_legacy"` methods:<br>=
=C2=A0 ``method=3D"cubic_legacy"`` is exactly equivalent to ``met=
hod=3D"cubic"`` in<br>=C2=A0 previous releases. See ``gh-19633`` =
for details.<br><br><br>`scipy.signal` improvements<br>=3D=3D=3D=3D=3D=3D=
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D<br>- Many f=
ilter design functions now have improved input validation for the<br>=C2=A0=
sampling frequency (``fs``).<br><br><br>`scipy.sparse` improvements<br>=3D=
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D<br>- ``coo_array`` now supports 1D shapes, and has additional 1D suppor=
t for<br>=C2=A0 ``min``, ``max``, ``argmin``, and ``argmax``. The DOK forma=
t now has<br>=C2=A0 preliminary 1D support as well, though only supports si=
mple integer indices<br>=C2=A0 at the time of writing.<br>- Experimental su=
pport has been added for ``pydata/sparse`` array inputs to<br>=C2=A0 `scipy=
.sparse.csgraph`.<br>- ``dok_array`` and ``dok_matrix`` now have proper imp=
lementations of<br>=C2=A0 ``fromkeys``.<br>- ``csr`` and ``csc`` formats no=
w have improved ``setdiag`` performance.<br><br><br>`scipy.spatial` improve=
ments<br>=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D=3D=3D=3D=3D=3D<br>- ``voronoi_plot_2d`` now draws Voronoi edges to infi=
nity more clearly<br>=C2=A0 when the aspect ratio is skewed.<br><br><br>`sc=
ipy.special` improvements<br>=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D<br>- All Fortran code, namely, ``AM=
OS``, ``specfun``, and ``cdflib`` libraries<br>=C2=A0 that the majority of =
special functions depend on, is ported to Cython/C.<br>- The function ``fac=
torialk`` now also supports faster, approximate<br>=C2=A0 calculation using=
``exact=3DFalse``.<br><br><br>`scipy.stats` improvements<br>=3D=3D=3D=3D=
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D<br>- `sc=
ipy.stats.rankdata` and `scipy.stats.wilcoxon` have been vectorized,<br>=C2=
=A0 improving their performance and the performance of hypothesis tests tha=
t<br>=C2=A0 depend on them.<br>- ``stats.mannwhitneyu`` should now be faste=
r due to a vectorized statistic<br>=C2=A0 calculation, improved caching, im=
proved exploitation of symmetry, and a<br>=C2=A0 memory reduction. ``Permut=
ationMethod`` support was also added.<br>- `scipy.stats.mood` now has ``nan=
_policy`` and ``keepdims`` support.<br>- `scipy.stats.brunnermunzel` now ha=
s ``axis`` and ``keepdims`` support.<br>- `scipy.stats.friedmanchisquare`, =
`scipy.stats.shapiro`,<br>=C2=A0 `scipy.stats.normaltest`, `scipy.stats.ske=
wtest`,<br>=C2=A0 `scipy.stats.kurtosistest`, `scipy.stats.f_oneway`,<br>=
=C2=A0 `scipy.stats.alexandergovern`, `scipy.stats.combine_pvalues`, and<br=
>=C2=A0 `scipy.stats.kstest` have gained ``axis``, ``nan_policy`` and<br>=
=C2=A0 ``keepdims`` support.<br>- `scipy.stats.boxcox_normmax` has gained a=
``ymax`` parameter to allow user<br>=C2=A0 specification of the maximum va=
lue of the transformed data.<br>- `scipy.stats.vonmises` ``pdf`` method has=
been extended to support<br>=C2=A0 ``kappa=3D0``. The ``fit`` method is al=
so more performant due to the use of<br>=C2=A0 non-trivial bounds to solve =
for ``kappa``.<br>- High order ``moment`` calculations for `scipy.stats.pow=
erlaw` are now more<br>=C2=A0 accurate.<br>- The ``fit`` methods of =C2=A0`=
scipy.stats.gamma` (with ``method=3D'mm'``) and<br>=C2=A0 `scipy.st=
ats.loglaplace` are faster and more reliable.<br>- `scipy.stats.goodness_of=
_fit` now supports the use of a custom ``statistic``<br>=C2=A0 provided by =
the user.<br>- `scipy.stats.wilcoxon` now supports ``PermutationMethod``, e=
nabling<br>=C2=A0 calculation of accurate p-values in the presence of ties =
and zeros.<br>- `scipy.stats.monte_carlo_test` now has improved robustness =
in the face of<br>=C2=A0 numerical noise.<br>- `scipy.stats.wasserstein_dis=
tance_nd` was introduced to compute the<br>=C2=A0 Wasserstein-1 distance be=
tween two N-D discrete distributions.<br><br><br>*******************<br>Dep=
recated features<br>*******************<br>- Complex dtypes in ``PchipInter=
polator`` and ``Akima1DInterpolator`` have<br>=C2=A0 been deprecated and wi=
ll raise an error in SciPy 1.15.0. If you are trying<br>=C2=A0 to use the r=
eal components of the passed array, use ``np.real`` on ``y``.<br><br><br><b=
r>******************************<br>Backwards incompatible changes<br>*****=
*************************<br><br>*************<br>Other changes<br>********=
*****<br>- The second argument of `scipy.stats.moment` has been renamed to =
``order``<br>=C2=A0 while maintaining backward compatibility.<br><br><br><b=
r>*******<br>Authors<br>*******<br><br>* Name (commits)<br>* h-vetinari (50=
)<br>* acceptacross (1) +<br>* Petteri Aimonen (1) +<br>* Francis Allanah (=
2) +<br>* Jonas Kock am Brink (1) +<br>* anupriyakkumari (12) +<br>* Aman A=
tman (2) +<br>* Aaditya Bansal (1) +<br>* Christoph Baumgarten (2)<br>* Seb=
astian Berg (4)<br>* Nicolas Bloyet (2) +<br>* Matt Borland (1)<br>* Jonas =
Bosse (1) +<br>* Jake Bowhay (25)<br>* Matthew Brett (1)<br>* Dietrich Brun=
n (7)<br>* Evgeni Burovski (48)<br>* Matthias Bussonnier (4)<br>* Cale (1) =
+<br>* CJ Carey (4)<br>* Thomas A Caswell (1)<br>* Sean Cheah (44) +<br>* L=
ucas Colley (97)<br>* com3dian (1)<br>* Gianluca Detommaso (1) +<br>* Thoma=
s Duvernay (1)<br>* DWesl (2)<br>* f380cedric (1) +<br>* fancidev (13) +<br=
>* Daniel Garcia (1) +<br>* Lukas Geiger (3)<br>* Ralf Gommers (139)<br>* M=
att Haberland (79)<br>* Tessa van der Heiden (2) +<br>* inky (3) +<br>* Jan=
nes M=C3=BCnchmeyer (2) +<br>* Aditya Vidyadhar Kamath (2) +<br>* Agriya Kh=
etarpal (1) +<br>* Andrew Landau (1) +<br>* Eric Larson (7)<br>* Zhen-Qi Li=
u (1) +<br>* Adam Lugowski (4)<br>* m-maggi (6) +<br>* Chethin Manage (1) +=
<br>* Ben Mares (1)<br>* Chris Markiewicz (1) +<br>* Mateusz Sok=C3=B3=C5=
=82 (3)<br>* Daniel McCloy (1) +<br>* Melissa Weber Mendon=C3=A7a (6)<br>* =
Josue Melka (1)<br>* Micha=C5=82 G=C3=B3rny (4)<br>* Juan Montesinos (1) +<=
br>* Juan F. Montesinos (1) +<br>* Takumasa Nakamura (1)<br>* Andrew Nelson=
(26)<br>* Praveer Nidamaluri (1)<br>* Yagiz Olmez (5) +<br>* Dimitri Papad=
opoulos Orfanos (1)<br>* Drew Parsons (1) +<br>* Tirth Patel (7)<br>* Matti=
Picus (3)<br>* Rambaud Pierrick (1) +<br>* Ilhan Polat (30)<br>* Quentin B=
arth=C3=A9lemy (1)<br>* Tyler Reddy (81)<br>* Pamphile Roy (10)<br>* Atsush=
i Sakai (4)<br>* Daniel Schmitz (10)<br>* Dan Schult (16)<br>* Eli Schwartz=
(4)<br>* Stefanie Senger (1) +<br>* Scott Shambaugh (2)<br>* Kevin Sheppar=
d (2)<br>* sidsrinivasan (4) +<br>* Samuel St-Jean (1)<br>* Albert Steppi (=
30)<br>* Adam J. Stewart (4)<br>* Kai Striega (3)<br>* Ruikang Sun (1) +<br=
>* Mike Taves (1)<br>* Nicolas Tessore (3)<br>* Benedict T Thekkel (1) +<br=
>* Will Tirone (4)<br>* Jacob Vanderplas (2)<br>* Christian Veenhuis (1)<br=
>* Isaac Virshup (2)<br>* Ben Wallace (1) +<br>* Xuefeng Xu (3)<br>* Xiao Y=
uan (5)<br>* Irwin Zaid (6)<br>* Mathias Zechmeister (1) +<br><br>A total o=
f 91 people contributed to this release.<br>People with a "+" by =
their names contributed a patch for the first time.<br>This list of names i=
s automatically generated, and may not be fully complete.<br><br><br>******=
******************<br>Issues closed for 1.13.0<br>************************<=
br><br>* `#1603 <<a href=3D"https://github.com/scipy/scipy/issues/1603">=
https://github.com/scipy/scipy/issues/1603</a>>`__: binomial ppf gives b=
ogus results for small binomial probability...<br>* `#2254 <<a href=3D"h=
ttps://github.com/scipy/scipy/issues/2254">https://github.com/scipy/scipy/i=
ssues/2254</a>>`__: linalg.eig test failure (test_singular) (Trac #1735)=
<br>* `#8398 <<a href=3D"https://github.com/scipy/scipy/issues/8398">htt=
ps://github.com/scipy/scipy/issues/8398</a>>`__: Precision of CDFLIB too=
low<br>* `#9950 <<a href=3D"https://github.com/scipy/scipy/issues/9950"=
>https://github.com/scipy/scipy/issues/9950</a>>`__: "++" init=
ialization in kmeans2 fails for univariate data<br>* `#10317 <<a href=3D=
"https://github.com/scipy/scipy/issues/10317">https://github.com/scipy/scip=
y/issues/10317</a>>`__: scipy.stats.nbinom.interval returns wrong result=
for p=3D1<br>* `#10569 <<a href=3D"https://github.com/scipy/scipy/issue=
s/10569">https://github.com/scipy/scipy/issues/10569</a>>`__: API: \`s\`=
argument different in scipy.fft and numpy.fft<br>* `#11577 <<a href=3D"=
https://github.com/scipy/scipy/issues/11577">https://github.com/scipy/scipy=
/issues/11577</a>>`__: generalized eigenvalues are sometimes wrong (on s=
ome hardware)<br>* `#14176 <<a href=3D"https://github.com/scipy/scipy/is=
sues/14176">https://github.com/scipy/scipy/issues/14176</a>>`__: Add opt=
ion for terminating solver after n events<br>* `#14220 <<a href=3D"https=
://github.com/scipy/scipy/issues/14220">https://github.com/scipy/scipy/issu=
es/14220</a>>`__: Documentation for dctn/idctn s-parameter is confusing<=
br>* `#14450 <<a href=3D"https://github.com/scipy/scipy/issues/14450">ht=
tps://github.com/scipy/scipy/issues/14450</a>>`__: Passing a numpy array=
as sampling frequency to signal.iirfilter...<br>* `#14586 <<a href=3D"h=
ttps://github.com/scipy/scipy/issues/14586">https://github.com/scipy/scipy/=
issues/14586</a>>`__: Problem with freeing-up memory of matrix<br>* `#15=
039 <<a href=3D"https://github.com/scipy/scipy/issues/15039">https://git=
hub.com/scipy/scipy/issues/15039</a>>`__: BUG: sparse.dok_matrix.fromkey=
s method totally nonfunctional<br>* `#15108 <<a href=3D"https://github.c=
om/scipy/scipy/issues/15108">https://github.com/scipy/scipy/issues/15108</a=
>>`__: BUG: Seg. fault in scipy.sparse.linalg tests in PROPACK<br>* `#16=
098 <<a href=3D"https://github.com/scipy/scipy/issues/16098">https://git=
hub.com/scipy/scipy/issues/16098</a>>`__: BLD:1.8.0: SciPy is not LTO re=
ady<br>* `#16792 <<a href=3D"https://github.com/scipy/scipy/issues/16792=
">https://github.com/scipy/scipy/issues/16792</a>>`__: BUG: Manually vec=
torizing scipy.linalg.expm fails in version...<br>* `#17172 <<a href=3D"=
https://github.com/scipy/scipy/issues/17172">https://github.com/scipy/scipy=
/issues/17172</a>>`__: BUG: scipy.linalg.expm, coshm, sinhm and tanhm fa=
il for read-only...<br>* `#17436 <<a href=3D"https://github.com/scipy/sc=
ipy/issues/17436">https://github.com/scipy/scipy/issues/17436</a>>`__: B=
UG: linalg.cholesky: segmentation fault with large matrix<br>* `#17530 <=
<a href=3D"https://github.com/scipy/scipy/issues/17530">https://github.com/=
scipy/scipy/issues/17530</a>>`__: Unnecessary approximation in \`scipy.s=
tats.wilcoxon(x, y)\`<br>* `#17681 <<a href=3D"https://github.com/scipy/=
scipy/issues/17681">https://github.com/scipy/scipy/issues/17681</a>>`__:=
BUG: special: \`pbvv_seq\` is broken.<br>* `#18086 <<a href=3D"https://=
github.com/scipy/scipy/issues/18086">https://github.com/scipy/scipy/issues/=
18086</a>>`__: BUG: \`scipy.linalg.expm\` generates inconsistent results=
between...<br>* `#18089 <<a href=3D"https://github.com/scipy/scipy/issu=
es/18089">https://github.com/scipy/scipy/issues/18089</a>>`__: DOC: <=
Scaling due to window not clear for spectrum and density><br>* `#18166 &=
lt;<a href=3D"https://github.com/scipy/scipy/issues/18166">https://github.c=
om/scipy/scipy/issues/18166</a>>`__: ENH: stats.vonmises.pdf: return 1/(=
2pi) when kappa=3D0<br>* `#18408 <<a href=3D"https://github.com/scipy/sc=
ipy/issues/18408">https://github.com/scipy/scipy/issues/18408</a>>`__: M=
AINT: status of C++17 in the interregnum of meson without native...<br>* `#=
18423 <<a href=3D"https://github.com/scipy/scipy/issues/18423">https://g=
ithub.com/scipy/scipy/issues/18423</a>>`__: ENH: Adding the SDMN Fortran=
routine to the python Wrapped functions.<br>* `#18678 <<a href=3D"https=
://github.com/scipy/scipy/issues/18678">https://github.com/scipy/scipy/issu=
es/18678</a>>`__: BUG: scipy.special.stdtrit is not thread-safe for df.s=
ize > 500<br>* `#18722 <<a href=3D"https://github.com/scipy/scipy/iss=
ues/18722">https://github.com/scipy/scipy/issues/18722</a>>`__: DOC: in =
optimize.quadratic_assignment 2opt method, partial_match...<br>* `#18902 &l=
t;<a href=3D"https://github.com/scipy/scipy/issues/18902">https://github.co=
m/scipy/scipy/issues/18902</a>>`__: DOC: make default bounds in scipy.op=
timize.linprog more obvious<br>* `#19088 <<a href=3D"https://github.com/=
scipy/scipy/issues/19088">https://github.com/scipy/scipy/issues/19088</a>&g=
t;`__: \`pull-request-labeler\` misbehaving and therefore disabled again<br=
>* `#19181 <<a href=3D"https://github.com/scipy/scipy/issues/19181">http=
s://github.com/scipy/scipy/issues/19181</a>>`__: TST: improve array API =
test skip decorators<br>* `#19225 <<a href=3D"https://github.com/scipy/s=
cipy/issues/19225">https://github.com/scipy/scipy/issues/19225</a>>`__: =
stats.t.fit() with own optimizer (e.g. to use Nelder-Mead) fails...<br>* `#=
19486 <<a href=3D"https://github.com/scipy/scipy/issues/19486">https://g=
ithub.com/scipy/scipy/issues/19486</a>>`__: Query: Where is cdflib used =
in SciPy code?<br>* `#19573 <<a href=3D"https://github.com/scipy/scipy/i=
ssues/19573">https://github.com/scipy/scipy/issues/19573</a>>`__: scipy.=
fft.fht - documentation issue<br>* `#19584 <<a href=3D"https://github.co=
m/scipy/scipy/issues/19584">https://github.com/scipy/scipy/issues/19584</a>=
>`__: BUG: MATLAB expm vs scipy.linalg.expm: overflow/invalid value...<b=
r>* `#19596 <<a href=3D"https://github.com/scipy/scipy/issues/19596">htt=
ps://github.com/scipy/scipy/issues/19596</a>>`__: BENCH: spatial.distanc=
e.\* "non-xdist" benchmarks<br>* `#19605 <<a href=3D"https://g=
ithub.com/scipy/scipy/issues/19605">https://github.com/scipy/scipy/issues/1=
9605</a>>`__: BUG: wheel runs have a \*lot\* of test fails at the moment=
.<br>* `#19642 <<a href=3D"https://github.com/scipy/scipy/issues/19642">=
https://github.com/scipy/scipy/issues/19642</a>>`__: Speeding up Mann-Wh=
itney U-Test<br>* `#19653 <<a href=3D"https://github.com/scipy/scipy/iss=
ues/19653">https://github.com/scipy/scipy/issues/19653</a>>`__: ENH: Vor=
onoi diagram gives unexpected results from scipy.spatial<br>* `#19659 <<=
a href=3D"https://github.com/scipy/scipy/issues/19659">https://github.com/s=
cipy/scipy/issues/19659</a>>`__: BUG: savemat(..., format=3D"4"=
;) throws ValueError errorneously...<br>* `#19678 <<a href=3D"https://gi=
thub.com/scipy/scipy/issues/19678">https://github.com/scipy/scipy/issues/19=
678</a>>`__: BUG: scipy.stats.theilslopes returns invalid data when inpu=
t...<br>* `#19683 <<a href=3D"https://github.com/scipy/scipy/issues/1968=
3">https://github.com/scipy/scipy/issues/19683</a>>`__: BUG/TST: cluster=
: incorrect test for \`seed\` param of {\`kmeans\`,...<br>* `#19729 <<a =
href=3D"https://github.com/scipy/scipy/issues/19729">https://github.com/sci=
py/scipy/issues/19729</a>>`__: DOC: Add interactive examples with jupyte=
rlite-sphinx<br>* `#19732 <<a href=3D"https://github.com/scipy/scipy/iss=
ues/19732">https://github.com/scipy/scipy/issues/19732</a>>`__: DOC: Lik=
elihood function depending on censoring type<br>* `#19733 <<a href=3D"ht=
tps://github.com/scipy/scipy/issues/19733">https://github.com/scipy/scipy/i=
ssues/19733</a>>`__: BUG: \`pythran\` min version not enforced<br>* `#19=
737 <<a href=3D"https://github.com/scipy/scipy/issues/19737">https://git=
hub.com/scipy/scipy/issues/19737</a>>`__: TST: io: \`test_fortranfiles_m=
ixed_record\` fails with numpy...<br>* `#19739 <<a href=3D"https://githu=
b.com/scipy/scipy/issues/19739">https://github.com/scipy/scipy/issues/19739=
</a>>`__: BUG: pchip interpolation of complex values is buggy due to sig=
n...<br>* `#19740 <<a href=3D"https://github.com/scipy/scipy/issues/1974=
0">https://github.com/scipy/scipy/issues/19740</a>>`__: CI, MAINT: some =
easy cleanups for Python version<br>* `#19754 <<a href=3D"https://github=
.com/scipy/scipy/issues/19754">https://github.com/scipy/scipy/issues/19754<=
/a>>`__: MAINT, TST: test_public_api.py can fail with NumPy main, via...=
<br>* `#19767 <<a href=3D"https://github.com/scipy/scipy/issues/19767">h=
ttps://github.com/scipy/scipy/issues/19767</a>>`__: Build warnings from =
SuperLU fixed upstream<br>* `#19772 <<a href=3D"https://github.com/scipy=
/scipy/issues/19772">https://github.com/scipy/scipy/issues/19772</a>>`__=
: DOC: stats: The docstring for \`scipy.stats.crystalball\` needs...<br>* `=
#19774 <<a href=3D"https://github.com/scipy/scipy/issues/19774">https://=
github.com/scipy/scipy/issues/19774</a>>`__: DOC: Detail what "conc=
atenate" means in the context of \`spatial.transform.Rotation.concaten=
ate\`<br>* `#19799 <<a href=3D"https://github.com/scipy/scipy/issues/197=
99">https://github.com/scipy/scipy/issues/19799</a>>`__: DOC: array type=
s: update array validation guidance<br>* `#19813 <<a href=3D"https://git=
hub.com/scipy/scipy/issues/19813">https://github.com/scipy/scipy/issues/198=
13</a>>`__: BUG: typo in specfun.f?<br>* `#19831 <<a href=3D"https://=
github.com/scipy/scipy/issues/19831">https://github.com/scipy/scipy/issues/=
19831</a>>`__: Test failures with OpenBLAS 0.3.26<br>* `#19835 <<a hr=
ef=3D"https://github.com/scipy/scipy/issues/19835">https://github.com/scipy=
/scipy/issues/19835</a>>`__: DOC: \`fft\` missing from list of subpackag=
es<br>* `#19836 <<a href=3D"https://github.com/scipy/scipy/issues/19836"=
>https://github.com/scipy/scipy/issues/19836</a>>`__: DOC: remove incorr=
ect sentence about subpackage imports<br>* `#19846 <<a href=3D"https://g=
ithub.com/scipy/scipy/issues/19846">https://github.com/scipy/scipy/issues/1=
9846</a>>`__: CI: pre-release Linux job isn't using NumPy pre-releas=
e anymore<br>* `#19848 <<a href=3D"https://github.com/scipy/scipy/issues=
/19848">https://github.com/scipy/scipy/issues/19848</a>>`__: \`_lib._uti=
l.MapWrapper\` uses multiprocessing with \`fork\`,...<br>* `#19854 <<a h=
ref=3D"https://github.com/scipy/scipy/issues/19854">https://github.com/scip=
y/scipy/issues/19854</a>>`__: scipy.special.logsumexp for complex input =
with return_sign=3DTrue...<br>* `#19862 <<a href=3D"https://github.com/s=
cipy/scipy/issues/19862">https://github.com/scipy/scipy/issues/19862</a>>=
;`__: DOC: documentation for transpose operator for sparse matrices...<br>*=
`#19867 <<a href=3D"https://github.com/scipy/scipy/issues/19867">https:=
//github.com/scipy/scipy/issues/19867</a>>`__: New ndimage and RBFInterp=
olator test failures in pre-release...<br>* `#19896 <<a href=3D"https://=
github.com/scipy/scipy/issues/19896">https://github.com/scipy/scipy/issues/=
19896</a>>`__: BUG: \`special.nctdtr\` broken in main<br>* `#19897 <<=
a href=3D"https://github.com/scipy/scipy/issues/19897">https://github.com/s=
cipy/scipy/issues/19897</a>>`__: DOC: scipy.stats.unitary_group does not=
specify dim>1<br>* `#19928 <<a href=3D"https://github.com/scipy/scip=
y/issues/19928">https://github.com/scipy/scipy/issues/19928</a>>`__: TST=
: special: array types: test tol failure with \`torch\` backend<br>* `#1994=
3 <<a href=3D"https://github.com/scipy/scipy/issues/19943">https://githu=
b.com/scipy/scipy/issues/19943</a>>`__: BUG: sparse: CSC.setdiag is slow=
er than converting to LIL and...<br>* `#19948 <<a href=3D"https://github=
.com/scipy/scipy/issues/19948">https://github.com/scipy/scipy/issues/19948<=
/a>>`__: BUG: scipy.sparse.linalg.gmres fails when provided x0 solves...=
<br>* `#19951 <<a href=3D"https://github.com/scipy/scipy/issues/19951">h=
ttps://github.com/scipy/scipy/issues/19951</a>>`__: BUG: boolean masking=
broken for sparse array classes<br>* `#19963 <<a href=3D"https://github=
.com/scipy/scipy/issues/19963">https://github.com/scipy/scipy/issues/19963<=
/a>>`__: DOC: scipy.optimize with large differences in parameter scales<=
br>* `#19974 <<a href=3D"https://github.com/scipy/scipy/issues/19974">ht=
tps://github.com/scipy/scipy/issues/19974</a>>`__: DOC/REL: retroactivel=
y add missing expired deprecations to 1.12.0...<br>* `#19993 <<a href=3D=
"https://github.com/scipy/scipy/issues/19993">https://github.com/scipy/scip=
y/issues/19993</a>>`__: BUG: F_INT type conflict with f2py translation o=
f INTEGER type...<br>* `#19998 <<a href=3D"https://github.com/scipy/scip=
y/issues/19998">https://github.com/scipy/scipy/issues/19998</a>>`__: DOC=
: Boundary conditions in splrep<br>* `#20001 <<a href=3D"https://github.=
com/scipy/scipy/issues/20001">https://github.com/scipy/scipy/issues/20001</=
a>>`__: BUG: scipy.stats.loglaplace may return negative moments<br>* `#2=
0009 <<a href=3D"https://github.com/scipy/scipy/issues/20009">https://gi=
thub.com/scipy/scipy/issues/20009</a>>`__: BUG: ShortTimeFFT fails with =
complex input<br>* `#20012 <<a href=3D"https://github.com/scipy/scipy/is=
sues/20012">https://github.com/scipy/scipy/issues/20012</a>>`__: MAINT: =
Use NumPy sliding_window_view instead of as_strided in...<br>* `#20014 <=
<a href=3D"https://github.com/scipy/scipy/issues/20014">https://github.com/=
scipy/scipy/issues/20014</a>>`__: TST: signal: TestCorrelateReal failing=
on Meson 3.12 job<br>* `#20031 <<a href=3D"https://github.com/scipy/sci=
py/issues/20031">https://github.com/scipy/scipy/issues/20031</a>>`__: TS=
T: prefer \`pytest.warns\` over \`np.testing.assert_warns\`<br>* `#20034 &l=
t;<a href=3D"https://github.com/scipy/scipy/issues/20034">https://github.co=
m/scipy/scipy/issues/20034</a>>`__: TST: linalg: test_decomp_cossin.py::=
test_cossin_separate[float64]...<br>* `#20036 <<a href=3D"https://github=
.com/scipy/scipy/issues/20036">https://github.com/scipy/scipy/issues/20036<=
/a>>`__: MAINT: implement scipy.stats.powerlaw._munp<br>* `#20041 <<a=
href=3D"https://github.com/scipy/scipy/issues/20041">https://github.com/sc=
ipy/scipy/issues/20041</a>>`__: BUG: Using LinearConstraint with optimiz=
e.differential_evolution<br>* `#20042 <<a href=3D"https://github.com/sci=
py/scipy/issues/20042">https://github.com/scipy/scipy/issues/20042</a>>`=
__: BUG: scipy.stats.percentileofscore has a mistake<br>* `#20043 <<a hr=
ef=3D"https://github.com/scipy/scipy/issues/20043">https://github.com/scipy=
/scipy/issues/20043</a>>`__: equality used to compare floating point num=
bers (test_bootstrap_alternative)<br>* `#20060 <<a href=3D"https://githu=
b.com/scipy/scipy/issues/20060">https://github.com/scipy/scipy/issues/20060=
</a>>`__: BUG: stacking two dok_array produces a NotImplementedError abo=
ut...<br>* `#20062 <<a href=3D"https://github.com/scipy/scipy/issues/200=
62">https://github.com/scipy/scipy/issues/20062</a>>`__: MAINT, TST: tes=
t failures against NumPy main<br>* `#20071 <<a href=3D"https://github.co=
m/scipy/scipy/issues/20071">https://github.com/scipy/scipy/issues/20071</a>=
>`__: MAINT: doc build warnings<br>* `#20075 <<a href=3D"https://gith=
ub.com/scipy/scipy/issues/20075">https://github.com/scipy/scipy/issues/2007=
5</a>>`__: BUG: \`eigh_tridiagonal\` with \`select=3D"i"\` fai=
ls for 1x1 matrices<br>* `#20084 <<a href=3D"https://github.com/scipy/sc=
ipy/issues/20084">https://github.com/scipy/scipy/issues/20084</a>>`__: B=
UG: \`import scipy._lib._testutils\` raises exception in some...<br>* `#201=
00 <<a href=3D"https://github.com/scipy/scipy/issues/20100">https://gith=
ub.com/scipy/scipy/issues/20100</a>>`__: ENH: Expose NoConvergence error=
class in the scipy.optimize namespace<br>* `#20107 <<a href=3D"https://=
github.com/scipy/scipy/issues/20107">https://github.com/scipy/scipy/issues/=
20107</a>>`__: MAINT: builds broken against NumPy main<br>* `#20129 <=
<a href=3D"https://github.com/scipy/scipy/issues/20129">https://github.com/=
scipy/scipy/issues/20129</a>>`__: BUG: regression: eval_chebyt gives wro=
ng results for complex...<br>* `#20131 <<a href=3D"https://github.com/sc=
ipy/scipy/issues/20131">https://github.com/scipy/scipy/issues/20131</a>>=
`__: DOC: linalg: Unclear description for the output \`P\` of \`qr\`.<br>* =
`#20142 <<a href=3D"https://github.com/scipy/scipy/issues/20142">https:/=
/github.com/scipy/scipy/issues/20142</a>>`__: Typo in the doc of the Kst=
wobign distribution<br>* `#20157 <<a href=3D"https://github.com/scipy/sc=
ipy/issues/20157">https://github.com/scipy/scipy/issues/20157</a>>`__: M=
AINT, TST: test_svds_parameter_tol failures<br>* `#20161 <<a href=3D"htt=
ps://github.com/scipy/scipy/issues/20161">https://github.com/scipy/scipy/is=
sues/20161</a>>`__: \`dev.py test\` fails to accept both \`--argument\` =
and \`--...<br>* `#20170 <<a href=3D"https://github.com/scipy/scipy/issu=
es/20170">https://github.com/scipy/scipy/issues/20170</a>>`__: Test fail=
ures due to \`asarray(..., copy=3DFalse)\` semantics change...<br>* `#20180=
<<a href=3D"https://github.com/scipy/scipy/issues/20180">https://github=
.com/scipy/scipy/issues/20180</a>>`__: deprecation warnings for Node.js =
16 on GHA wheel build jobs<br>* `#20182 <<a href=3D"https://github.com/s=
cipy/scipy/issues/20182">https://github.com/scipy/scipy/issues/20182</a>>=
;`__: BUG: \`csr_row_index\` and \`csr_column_index\` error for mixed...<br=
>* `#20188 <<a href=3D"https://github.com/scipy/scipy/issues/20188">http=
s://github.com/scipy/scipy/issues/20188</a>>`__: BUG: Raising scipy.spat=
ial.transform.Rotation to power of 0 adds...<br>* `#20220 <<a href=3D"ht=
tps://github.com/scipy/scipy/issues/20220">https://github.com/scipy/scipy/i=
ssues/20220</a>>`__: new problem on Cirrus with Homebrew Python in macOS=
arm64 jobs<br>* `#20225 <<a href=3D"https://github.com/scipy/scipy/issu=
es/20225">https://github.com/scipy/scipy/issues/20225</a>>`__: CI/MAINT:=
\`choco\` error for invalid credentials<br>* `#20230 <<a href=3D"https:=
//github.com/scipy/scipy/issues/20230">https://github.com/scipy/scipy/issue=
s/20230</a>>`__: CI, DOC, TST: failure related to scipy/stats/_distn_inf=
rastructure.py...<br><br>************************<br>Pull requests for 1.13=
.0<br>************************<br><br>* `#8404 <<a href=3D"https://githu=
b.com/scipy/scipy/pull/8404">https://github.com/scipy/scipy/pull/8404</a>&g=
t;`__: ENH:special:Tighten cdflib precision to 1e-15<br>* `#14771 <<a hr=
ef=3D"https://github.com/scipy/scipy/pull/14771">https://github.com/scipy/s=
cipy/pull/14771</a>>`__: ENH: integrate.solve_ivp: allow event \`termina=
l\` attribute...<br>* `#16660 <<a href=3D"https://github.com/scipy/scipy=
/pull/16660">https://github.com/scipy/scipy/pull/16660</a>>`__: DOC: upd=
ate pydata-sphinx theme<br>* `#17265 <<a href=3D"https://github.com/scip=
y/scipy/pull/17265">https://github.com/scipy/scipy/pull/17265</a>>`__: D=
oc: fix linalg.lstsq documentation on residues<br>* `#17525 <<a href=3D"=
https://github.com/scipy/scipy/pull/17525">https://github.com/scipy/scipy/p=
ull/17525</a>>`__: TST: linalg: temporarily silence failure in test_solv=
e_generalized_discrete_are<br>* `#18530 <<a href=3D"https://github.com/s=
cipy/scipy/pull/18530">https://github.com/scipy/scipy/pull/18530</a>>`__=
: ENH: sparse: Generalize coo_array to support 1d shapes<br>* `#18541 <<=
a href=3D"https://github.com/scipy/scipy/pull/18541">https://github.com/sci=
py/scipy/pull/18541</a>>`__: MAINT: sparse: Stop supporting multi-Ellips=
is indexing<br>* `#18828 <<a href=3D"https://github.com/scipy/scipy/pull=
/18828">https://github.com/scipy/scipy/pull/18828</a>>`__: ENH: improve =
dtype check in wavfile.write<br>* `#19444 <<a href=3D"https://github.com=
/scipy/scipy/pull/19444">https://github.com/scipy/scipy/pull/19444</a>>`=
__: ENH: Add faster inverse-Wishart rvs and logpdf<br>* `#19488 <<a href=
=3D"https://github.com/scipy/scipy/pull/19488">https://github.com/scipy/sci=
py/pull/19488</a>>`__: DOC: Improving "Spectral Analysis" sect=
ion in User Guide<br>* `#19541 <<a href=3D"https://github.com/scipy/scip=
y/pull/19541">https://github.com/scipy/scipy/pull/19541</a>>`__: BUG: fi=
x cosine distance result type<br>* `#19545 <<a href=3D"https://github.co=
m/scipy/scipy/pull/19545">https://github.com/scipy/scipy/pull/19545</a>>=
`__: ENH: integrate._tanhsinh: support vector-valued functions<br>* `#19555=
<<a href=3D"https://github.com/scipy/scipy/pull/19555">https://github.c=
om/scipy/scipy/pull/19555</a>>`__: DOC: Small documentation and docstrin=
g corrections for \`ShortTimeFFT\`<br>* `#19560 <<a href=3D"https://gith=
ub.com/scipy/scipy/pull/19560">https://github.com/scipy/scipy/pull/19560</a=
>>`__: ENH:MAINT:special:Cythonize cdflib<br>* `#19587 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/19587">https://github.com/scipy/scipy/pul=
l/19587</a>>`__: ENH:MAINT:special:Rewrite amos F77 code<br>* `#19631 &l=
t;<a href=3D"https://github.com/scipy/scipy/pull/19631">https://github.com/=
scipy/scipy/pull/19631</a>>`__: ENH: add parameter ymax in stats.boxcox_=
normmax<br>* `#19633 <<a href=3D"https://github.com/scipy/scipy/pull/196=
33">https://github.com/scipy/scipy/pull/19633</a>>`__: ENH: use NdBSplin=
e in RegularGridInterpolator to speed up evaluations<br>* `#19650 <<a hr=
ef=3D"https://github.com/scipy/scipy/pull/19650">https://github.com/scipy/s=
cipy/pull/19650</a>>`__: ENH: stats.kstests: add axis / nan_policy / kee=
pdims support<br>* `#19662 <<a href=3D"https://github.com/scipy/scipy/pu=
ll/19662">https://github.com/scipy/scipy/pull/19662</a>>`__: ENH: stats.=
normaltest/skewtest/kurtosistest: add axis / nan_policy...<br>* `#19663 <=
;<a href=3D"https://github.com/scipy/scipy/pull/19663">https://github.com/s=
cipy/scipy/pull/19663</a>>`__: DOC: Add example to rv_continuous.fit<br>=
* `#19664 <<a href=3D"https://github.com/scipy/scipy/pull/19664">https:/=
/github.com/scipy/scipy/pull/19664</a>>`__: DOC: Add example for mstats.=
brunnermunzel<br>* `#19666 <<a href=3D"https://github.com/scipy/scipy/pu=
ll/19666">https://github.com/scipy/scipy/pull/19666</a>>`__: DOC: Add Ex=
ample to lbfgsb docstring<br>* `#19667 <<a href=3D"https://github.com/sc=
ipy/scipy/pull/19667">https://github.com/scipy/scipy/pull/19667</a>>`__:=
ENH: integrate._nsum: function for finite and infinite summation<br>* `#19=
669 <<a href=3D"https://github.com/scipy/scipy/pull/19669">https://githu=
b.com/scipy/scipy/pull/19669</a>>`__: REL: set version to 1.13.0.dev0<br=
>* `#19672 <<a href=3D"https://github.com/scipy/scipy/pull/19672">https:=
//github.com/scipy/scipy/pull/19672</a>>`__: DEP: signal: remove scipy.s=
ignal.{bspline,quadratic,cubic}<br>* `#19674 <<a href=3D"https://github.=
com/scipy/scipy/pull/19674">https://github.com/scipy/scipy/pull/19674</a>&g=
t;`__: DEP: linalg: remove tri{,u,l}<br>* `#19675 <<a href=3D"https://gi=
thub.com/scipy/scipy/pull/19675">https://github.com/scipy/scipy/pull/19675<=
/a>>`__: DEP: signal: remove scipy.signal.{lsim2,impulse2,step2}<br>* `#=
19676 <<a href=3D"https://github.com/scipy/scipy/pull/19676">https://git=
hub.com/scipy/scipy/pull/19676</a>>`__: DEP: signal: remove ability to i=
mport window functions from signal...<br>* `#19679 <<a href=3D"https://g=
ithub.com/scipy/scipy/pull/19679">https://github.com/scipy/scipy/pull/19679=
</a>>`__: MAINT: stats.theilslopes: consistent promotion of \`x\` and \`=
y\`<br>* `#19680 <<a href=3D"https://github.com/scipy/scipy/pull/19680">=
https://github.com/scipy/scipy/pull/19680</a>>`__: ENH: stats.shapiro: a=
dd axis / nan_policy / keepdims support<br>* `#19681 <<a href=3D"https:/=
/github.com/scipy/scipy/pull/19681">https://github.com/scipy/scipy/pull/196=
81</a>>`__: MAINT: Add binom to new C++ special lib along with its cephe=
s...<br>* `#19682 <<a href=3D"https://github.com/scipy/scipy/pull/19682"=
>https://github.com/scipy/scipy/pull/19682</a>>`__: TST: consolidate arr=
ay API test skip decorators<br>* `#19687 <<a href=3D"https://github.com/=
scipy/scipy/pull/19687">https://github.com/scipy/scipy/pull/19687</a>>`_=
_: MAINT:linalg: Remove redundant det and lu Fortran files<br>* `#19689 <=
;<a href=3D"https://github.com/scipy/scipy/pull/19689">https://github.com/s=
cipy/scipy/pull/19689</a>>`__: MAINT: stats.moment: rename parameter \`m=
oment\` to \`order\`<br>* `#19694 <<a href=3D"https://github.com/scipy/s=
cipy/pull/19694">https://github.com/scipy/scipy/pull/19694</a>>`__: MAIN=
T: Remove \`PDistWeightedMetricWrapper\` and \`CDistWeightedMetricWrapper\`=
<br>* `#19695 <<a href=3D"https://github.com/scipy/scipy/pull/19695">htt=
ps://github.com/scipy/scipy/pull/19695</a>>`__: MAINT: Prefer \`np.fill_=
diagonal\` over \`diag_indices\`<br>* `#19696 <<a href=3D"https://github=
.com/scipy/scipy/pull/19696">https://github.com/scipy/scipy/pull/19696</a>&=
gt;`__: ENH: add \`method\` arg to \`interpolate.Akima1DInterpolator\`<br>*=
`#19698 <<a href=3D"https://github.com/scipy/scipy/pull/19698">https://=
github.com/scipy/scipy/pull/19698</a>>`__: MAINT: bump project version<b=
r>* `#19701 <<a href=3D"https://github.com/scipy/scipy/pull/19701">https=
://github.com/scipy/scipy/pull/19701</a>>`__: MAINT: make import of \`ar=
ray_api_compat\` nicer<br>* `#19703 <<a href=3D"https://github.com/scipy=
/scipy/pull/19703">https://github.com/scipy/scipy/pull/19703</a>>`__: DE=
P: non-integers in \`factorial(..., exact=3DTrue)\`: deprecate...<br>* `#19=
708 <<a href=3D"https://github.com/scipy/scipy/pull/19708">https://githu=
b.com/scipy/scipy/pull/19708</a>>`__: DOC: spatial.distance: add missing=
optional param markers<br>* `#19710 <<a href=3D"https://github.com/scip=
y/scipy/pull/19710">https://github.com/scipy/scipy/pull/19710</a>>`__: T=
ST: fix pytest discovery errors with editable installs<br>* `#19711 <<a =
href=3D"https://github.com/scipy/scipy/pull/19711">https://github.com/scipy=
/scipy/pull/19711</a>>`__: DOC: clarify ttest_1samp argument<br>* `#1971=
4 <<a href=3D"https://github.com/scipy/scipy/pull/19714">https://github.=
com/scipy/scipy/pull/19714</a>>`__: BLD: require Cython >=3D3.0.4, dr=
op 0.29.X support<br>* `#19715 <<a href=3D"https://github.com/scipy/scip=
y/pull/19715">https://github.com/scipy/scipy/pull/19715</a>>`__: ENH: sp=
arse: Add DOK support for 1d (without indexing)<br>* `#19716 <<a href=3D=
"https://github.com/scipy/scipy/pull/19716">https://github.com/scipy/scipy/=
pull/19716</a>>`__: ENH: enable approximation for factorialk<br>* `#1972=
1 <<a href=3D"https://github.com/scipy/scipy/pull/19721">https://github.=
com/scipy/scipy/pull/19721</a>>`__: DOC: add rationale for 88 char line =
length<br>* `#19722 <<a href=3D"https://github.com/scipy/scipy/pull/1972=
2">https://github.com/scipy/scipy/pull/19722</a>>`__: DOC: update releas=
e version procedure<br>* `#19723 <<a href=3D"https://github.com/scipy/sc=
ipy/pull/19723">https://github.com/scipy/scipy/pull/19723</a>>`__: ENH, =
MAINT: voronoi_plot_2d nicer inf lines<br>* `#19724 <<a href=3D"https://=
github.com/scipy/scipy/pull/19724">https://github.com/scipy/scipy/pull/1972=
4</a>>`__: MAINT: Windows NumPy 2.x int shims<br>* `#19725 <<a href=
=3D"https://github.com/scipy/scipy/pull/19725">https://github.com/scipy/sci=
py/pull/19725</a>>`__: MNT: use int instead of long in cython code<br>* =
`#19728 <<a href=3D"https://github.com/scipy/scipy/pull/19728">https://g=
ithub.com/scipy/scipy/pull/19728</a>>`__: MAINT: enhance the configurati=
on for the \`pull-request-labeler\`...<br>* `#19730 <<a href=3D"https://=
github.com/scipy/scipy/pull/19730">https://github.com/scipy/scipy/pull/1973=
0</a>>`__: MAINT: bs4 deprecation shim<br>* `#19731 <<a href=3D"https=
://github.com/scipy/scipy/pull/19731">https://github.com/scipy/scipy/pull/1=
9731</a>>`__: ENH: stats.mood: add nan_policy / keepdims support<br>* `#=
19738 <<a href=3D"https://github.com/scipy/scipy/pull/19738">https://git=
hub.com/scipy/scipy/pull/19738</a>>`__: BLD: require \`pythran>=3D0.1=
4.0\`<br>* `#19741 <<a href=3D"https://github.com/scipy/scipy/pull/19741=
">https://github.com/scipy/scipy/pull/19741</a>>`__: ENH: stats.friedman=
chisquare/brunnermunzel: add axis / nan_policy...<br>* `#19742 <<a href=
=3D"https://github.com/scipy/scipy/pull/19742">https://github.com/scipy/sci=
py/pull/19742</a>>`__: CI: fix PR labeler config file<br>* `#19743 <<=
a href=3D"https://github.com/scipy/scipy/pull/19743">https://github.com/sci=
py/scipy/pull/19743</a>>`__: ENH: sparse: Add min-max 1d support and tes=
ts<br>* `#19744 <<a href=3D"https://github.com/scipy/scipy/pull/19744">h=
ttps://github.com/scipy/scipy/pull/19744</a>>`__: ENH: stats.mannwhitney=
u: speed improvement, memory reduction,...<br>* `#19745 <<a href=3D"http=
s://github.com/scipy/scipy/pull/19745">https://github.com/scipy/scipy/pull/=
19745</a>>`__: TST: fortranfiles fix<br>* `#19746 <<a href=3D"https:/=
/github.com/scipy/scipy/pull/19746">https://github.com/scipy/scipy/pull/197=
46</a>>`__: CI: add labeler based on issue/PR titles<br>* `#19749 <<a=
href=3D"https://github.com/scipy/scipy/pull/19749">https://github.com/scip=
y/scipy/pull/19749</a>>`__: ENH: stats.mannwhitneyu: vectorize statistic=
calculation<br>* `#19750 <<a href=3D"https://github.com/scipy/scipy/pul=
l/19750">https://github.com/scipy/scipy/pull/19750</a>>`__: DEV/BLD: gen=
erate \`requirements/\*\` files to simplify build<br>* `#19752 <<a href=
=3D"https://github.com/scipy/scipy/pull/19752">https://github.com/scipy/sci=
py/pull/19752</a>>`__: DEP: deprecate complex dtypes in \`PchipInterpola=
tor\` and \`Akima1DInterpolator\`<br>* `#19755 <<a href=3D"https://githu=
b.com/scipy/scipy/pull/19755">https://github.com/scipy/scipy/pull/19755</a>=
>`__: MAINT/TST: ignore backend import errors when not in array API...<b=
r>* `#19757 <<a href=3D"https://github.com/scipy/scipy/pull/19757">https=
://github.com/scipy/scipy/pull/19757</a>>`__: ENH: Add vectorized scalar=
minimization bracket finder<br>* `#19758 <<a href=3D"https://github.com=
/scipy/scipy/pull/19758">https://github.com/scipy/scipy/pull/19758</a>>`=
__: MAINT: correct inaccurate comment<br>* `#19760 <<a href=3D"https://g=
ithub.com/scipy/scipy/pull/19760">https://github.com/scipy/scipy/pull/19760=
</a>>`__: MAINT: interpolate: remove dead code<br>* `#19762 <<a href=
=3D"https://github.com/scipy/scipy/pull/19762">https://github.com/scipy/sci=
py/pull/19762</a>>`__: ENH: stats.monte_carlo_test: account for inexact =
calculation...<br>* `#19763 <<a href=3D"https://github.com/scipy/scipy/p=
ull/19763">https://github.com/scipy/scipy/pull/19763</a>>`__: MAINT: int=
egrate._nsum: adjust algorithm for determining number...<br>* `#19768 <<=
a href=3D"https://github.com/scipy/scipy/pull/19768">https://github.com/sci=
py/scipy/pull/19768</a>>`__: MAINT: SuperLU upstream fix for compile war=
nings<br>* `#19770 <<a href=3D"https://github.com/scipy/scipy/pull/19770=
">https://github.com/scipy/scipy/pull/19770</a>>`__: ENH: stats.wilcoxon=
: rewrite for speed and clarity; add PermutationMethod...<br>* `#19773 <=
<a href=3D"https://github.com/scipy/scipy/pull/19773">https://github.com/sc=
ipy/scipy/pull/19773</a>>`__: DOC: stats: The docstring for scipy.stats.=
crystalball needs an...<br>* `#19775 <<a href=3D"https://github.com/scip=
y/scipy/pull/19775">https://github.com/scipy/scipy/pull/19775</a>>`__: D=
OC: Docstring and examples for Rotation.concatenate<br>* `#19776 <<a hre=
f=3D"https://github.com/scipy/scipy/pull/19776">https://github.com/scipy/sc=
ipy/pull/19776</a>>`__: ENH: stats.rankdata: vectorize calculation<br>* =
`#19778 <<a href=3D"https://github.com/scipy/scipy/pull/19778">https://g=
ithub.com/scipy/scipy/pull/19778</a>>`__: DOC, MAINT: fix make dist in r=
el process<br>* `#19780 <<a href=3D"https://github.com/scipy/scipy/pull/=
19780">https://github.com/scipy/scipy/pull/19780</a>>`__: MAINT: scipy.s=
tats: replace \`_normtest_finish\`/\`_ttest_finish\`/etc......<br>* `#19781=
<<a href=3D"https://github.com/scipy/scipy/pull/19781">https://github.c=
om/scipy/scipy/pull/19781</a>>`__: CI, MAINT: switch to stable python re=
lease<br>* `#19786 <<a href=3D"https://github.com/scipy/scipy/pull/19786=
">https://github.com/scipy/scipy/pull/19786</a>>`__: BLD: fix "Fail=
ed to guess install tag" in meson-log.txt, add...<br>* `#19787 <<a =
href=3D"https://github.com/scipy/scipy/pull/19787">https://github.com/scipy=
/scipy/pull/19787</a>>`__: DOC/BLD: macOS Homebrew OpenBlas detection ad=
vice<br>* `#19788 <<a href=3D"https://github.com/scipy/scipy/pull/19788"=
>https://github.com/scipy/scipy/pull/19788</a>>`__: DOC: stats.trim_mean=
: correct documentation<br>* `#19790 <<a href=3D"https://github.com/scip=
y/scipy/pull/19790">https://github.com/scipy/scipy/pull/19790</a>>`__: B=
ENCH: Added benchmarks for individual distance metrics<br>* `#19792 <<a =
href=3D"https://github.com/scipy/scipy/pull/19792">https://github.com/scipy=
/scipy/pull/19792</a>>`__: MAINT: simplify \`t.logpdf\`<br>* `#19796 <=
;<a href=3D"https://github.com/scipy/scipy/pull/19796">https://github.com/s=
cipy/scipy/pull/19796</a>>`__: API: Enable \`pydata/sparse\` input for c=
sgraph module<br>* `#19803 <<a href=3D"https://github.com/scipy/scipy/pu=
ll/19803">https://github.com/scipy/scipy/pull/19803</a>>`__: TST: stats:=
compare geometric zscore to naive version instead...<br>* `#19807 <<a h=
ref=3D"https://github.com/scipy/scipy/pull/19807">https://github.com/scipy/=
scipy/pull/19807</a>>`__: DOC: fft: add note about FHT formulas<br>* `#1=
9808 <<a href=3D"https://github.com/scipy/scipy/pull/19808">https://gith=
ub.com/scipy/scipy/pull/19808</a>>`__: MAINT: move elementwise algorithm=
s and framework<br>* `#19810 <<a href=3D"https://github.com/scipy/scipy/=
pull/19810">https://github.com/scipy/scipy/pull/19810</a>>`__: MAINT: se=
t \`NPY_NO_DEPRECATED_API\` also for Cython code<br>* `#19811 <<a href=
=3D"https://github.com/scipy/scipy/pull/19811">https://github.com/scipy/sci=
py/pull/19811</a>>`__: BLD: set default \`cpp_std\` to \`c++17\`<br>* `#=
19818 <<a href=3D"https://github.com/scipy/scipy/pull/19818">https://git=
hub.com/scipy/scipy/pull/19818</a>>`__: MAINT: uarray CXX version hex cl=
eanup<br>* `#19820 <<a href=3D"https://github.com/scipy/scipy/pull/19820=
">https://github.com/scipy/scipy/pull/19820</a>>`__: TST: linalg: Test C=
ython LAPACK complex ladiv<br>* `#19821 <<a href=3D"https://github.com/s=
cipy/scipy/pull/19821">https://github.com/scipy/scipy/pull/19821</a>>`__=
: BLD: resolve missing prototype warnings in lsoda/vode<br>* `#19822 <<a=
href=3D"https://github.com/scipy/scipy/pull/19822">https://github.com/scip=
y/scipy/pull/19822</a>>`__: BLD: propack: resolve missing return value w=
arnings<br>* `#19823 <<a href=3D"https://github.com/scipy/scipy/pull/198=
23">https://github.com/scipy/scipy/pull/19823</a>>`__: CI/DEV: add some =
new auto-labels<br>* `#19824 <<a href=3D"https://github.com/scipy/scipy/=
pull/19824">https://github.com/scipy/scipy/pull/19824</a>>`__: ENH:Rewri=
te specfun F77 code in C<br>* `#19825 <<a href=3D"https://github.com/sci=
py/scipy/pull/19825">https://github.com/scipy/scipy/pull/19825</a>>`__: =
MAINT: \`CODEOWNERS\` syntax fix and changes<br>* `#19827 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/19827">https://github.com/scipy/scipy/pul=
l/19827</a>>`__: MAINT: spatial: fix build warnings in \`ckdtree\` code<=
br>* `#19828 <<a href=3D"https://github.com/scipy/scipy/pull/19828">http=
s://github.com/scipy/scipy/pull/19828</a>>`__: CI/DEV: fix and simplify =
\`label-globs\` syntax<br>* `#19829 <<a href=3D"https://github.com/scipy=
/scipy/pull/19829">https://github.com/scipy/scipy/pull/19829</a>>`__: MA=
INT: interpolate: fix build warning from \`_ppoly.pyx\`<br>* `#19837 <<a=
href=3D"https://github.com/scipy/scipy/pull/19837">https://github.com/scip=
y/scipy/pull/19837</a>>`__: MAINT: special: fix meson deprecation warnin=
g<br>* `#19838 <<a href=3D"https://github.com/scipy/scipy/pull/19838">ht=
tps://github.com/scipy/scipy/pull/19838</a>>`__: DOC: fft: improve \`s\`=
description for real transforms<br>* `#19843 <<a href=3D"https://github=
.com/scipy/scipy/pull/19843">https://github.com/scipy/scipy/pull/19843</a>&=
gt;`__: DOC: Add \`fft\` to list of submodules in tutorial<br>* `#19844 <=
;<a href=3D"https://github.com/scipy/scipy/pull/19844">https://github.com/s=
cipy/scipy/pull/19844</a>>`__: TST: fix more cases of fd leaks from np.l=
oad()<br>* `#19849 <<a href=3D"https://github.com/scipy/scipy/pull/19849=
">https://github.com/scipy/scipy/pull/19849</a>>`__: CI: fix prerelease =
job to use numpy 2.0, and add a second job...<br>* `#19853 <<a href=3D"h=
ttps://github.com/scipy/scipy/pull/19853">https://github.com/scipy/scipy/pu=
ll/19853</a>>`__: ENH: sparse: foundation for 1D arrays (add test suite,=
round...<br>* `#19855 <<a href=3D"https://github.com/scipy/scipy/pull/1=
9855">https://github.com/scipy/scipy/pull/19855</a>>`__: BLD: Revamp BLA=
S/LAPACK G77 ABI wrappers and fix PROPACK segfaults<br>* `#19856 <<a hre=
f=3D"https://github.com/scipy/scipy/pull/19856">https://github.com/scipy/sc=
ipy/pull/19856</a>>`__: BLD: simplify pythran version requirement in mes=
on<br>* `#19857 <<a href=3D"https://github.com/scipy/scipy/pull/19857">h=
ttps://github.com/scipy/scipy/pull/19857</a>>`__: BLD: make scipy build =
warning-free with LTO enabled<br>* `#19860 <<a href=3D"https://github.co=
m/scipy/scipy/pull/19860">https://github.com/scipy/scipy/pull/19860</a>>=
`__: MAINT: fix BLD label typo<br>* `#19861 <<a href=3D"https://github.c=
om/scipy/scipy/pull/19861">https://github.com/scipy/scipy/pull/19861</a>>=
;`__: BUG:io:Skip arr_to_chars call for single code points<br>* `#19864 <=
;<a href=3D"https://github.com/scipy/scipy/pull/19864">https://github.com/s=
cipy/scipy/pull/19864</a>>`__: Add documentation to explain behavior for=
transposing csr or...<br>* `#19866 <<a href=3D"https://github.com/scipy=
/scipy/pull/19866">https://github.com/scipy/scipy/pull/19866</a>>`__: DO=
C: Change default for bounds in scipy.optimize.linprog<br>* `#19868 <<a =
href=3D"https://github.com/scipy/scipy/pull/19868">https://github.com/scipy=
/scipy/pull/19868</a>>`__: MAINT: fix use of \`unique(..., return_invers=
e=3DTrue)\`<br>* `#19869 <<a href=3D"https://github.com/scipy/scipy/pull=
/19869">https://github.com/scipy/scipy/pull/19869</a>>`__: MAINT: array =
types: rename \`as_xparray\` to \`_asarray\`<br>* `#19870 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/19870">https://github.com/scipy/scipy/pul=
l/19870</a>>`__: MAINT: logsumexp: properly handle complex sign<br>* `#1=
9871 <<a href=3D"https://github.com/scipy/scipy/pull/19871">https://gith=
ub.com/scipy/scipy/pull/19871</a>>`__: MAINT: make isinstance check in \=
`stats._distn_infrastructure\`...<br>* `#19874 <<a href=3D"https://githu=
b.com/scipy/scipy/pull/19874">https://github.com/scipy/scipy/pull/19874</a>=
>`__: rankdata: ensure correct shape for empty inputs<br>* `#19876 <<=
a href=3D"https://github.com/scipy/scipy/pull/19876">https://github.com/sci=
py/scipy/pull/19876</a>>`__: MAINT: stats: Add tests to ensure consisten=
cy between \`wasserstein_distance\` and different backends of \`wasserstein=
_distance_nd\`<br>* `#19882 <<a href=3D"https://github.com/scipy/scipy/p=
ull/19882">https://github.com/scipy/scipy/pull/19882</a>>`__: MAINT: ven=
dor \`pocketfft\` as git submodule<br>* `#19885 <<a href=3D"https://gith=
ub.com/scipy/scipy/pull/19885">https://github.com/scipy/scipy/pull/19885</a=
>>`__: MAINT: fix some small array API support issues<br>* `#19886 <<=
a href=3D"https://github.com/scipy/scipy/pull/19886">https://github.com/sci=
py/scipy/pull/19886</a>>`__: TST: stats: fix a few issues with non-repro=
ducible seeding<br>* `#19891 <<a href=3D"https://github.com/scipy/scipy/=
pull/19891">https://github.com/scipy/scipy/pull/19891</a>>`__: MAINT: st=
ats: fix editable install issue in \`qmc\` and MPL-related...<br>* `#19893 =
<<a href=3D"https://github.com/scipy/scipy/pull/19893">https://github.co=
m/scipy/scipy/pull/19893</a>>`__: MAINT: remove unused itertools-import =
in scipy.interpolate._interpolate<br>* `#19901 <<a href=3D"https://githu=
b.com/scipy/scipy/pull/19901">https://github.com/scipy/scipy/pull/19901</a>=
>`__: MAINT: special: remove use of \`numpy.math\` from \`_cdflib.pyx\`<=
br>* `#19902 <<a href=3D"https://github.com/scipy/scipy/pull/19902">http=
s://github.com/scipy/scipy/pull/19902</a>>`__: BUG:special:cdflib: Corre=
ct cdftnc Cython bugs<br>* `#19908 <<a href=3D"https://github.com/scipy/=
scipy/pull/19908">https://github.com/scipy/scipy/pull/19908</a>>`__: Fix=
AIX build break.<br>* `#19909 <<a href=3D"https://github.com/scipy/scip=
y/pull/19909">https://github.com/scipy/scipy/pull/19909</a>>`__: MAINT:l=
inalg:Adjust lwork/liwork changes OpenBLAS 0.3.26<br>* `#19916 <<a href=
=3D"https://github.com/scipy/scipy/pull/19916">https://github.com/scipy/sci=
py/pull/19916</a>>`__: MAINT: update pocketfft git submodule location<br=
>* `#19917 <<a href=3D"https://github.com/scipy/scipy/pull/19917">https:=
//github.com/scipy/scipy/pull/19917</a>>`__: MAINT: replicate FITPACK=
9;s \`fpchec\` routine in python<br>* `#19924 <<a href=3D"https://github=
.com/scipy/scipy/pull/19924">https://github.com/scipy/scipy/pull/19924</a>&=
gt;`__: TST: cluster: fix test_kmeans_and_kmeans2_random_seed<br>* `#19925 =
<<a href=3D"https://github.com/scipy/scipy/pull/19925">https://github.co=
m/scipy/scipy/pull/19925</a>>`__: MAINT: forward port 1.12.0 relnotes<br=
>* `#19927 <<a href=3D"https://github.com/scipy/scipy/pull/19927">https:=
//github.com/scipy/scipy/pull/19927</a>>`__: BUG: cluster.kmeans\*: arra=
y types: accept \`int\`s for k<br>* `#19929 <<a href=3D"https://github.c=
om/scipy/scipy/pull/19929">https://github.com/scipy/scipy/pull/19929</a>>=
;`__: DOC: updated incorrect sentence about subpackage imports. See...<br>*=
`#19931 <<a href=3D"https://github.com/scipy/scipy/pull/19931">https://=
github.com/scipy/scipy/pull/19931</a>>`__: MAINT:special:cdflib:Refine t=
he tolerances further<br>* `#19932 <<a href=3D"https://github.com/scipy/=
scipy/pull/19932">https://github.com/scipy/scipy/pull/19932</a>>`__: ENH=
:stats:Use explicit formula for gamma.fit('mm')<br>* `#19933 <<a=
href=3D"https://github.com/scipy/scipy/pull/19933">https://github.com/scip=
y/scipy/pull/19933</a>>`__: BUG: Correct handling of -inf in special std=
r funcs<br>* `#19934 <<a href=3D"https://github.com/scipy/scipy/pull/199=
34">https://github.com/scipy/scipy/pull/19934</a>>`__: BUG:special:amos:=
Fix some mistakes in the AMOS C translation<br>* `#19937 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/19937">https://github.com/scipy/scipy/pul=
l/19937</a>>`__: TST: Add RNG seeds for TestInvgauss and TestLaplace<br>=
* `#19938 <<a href=3D"https://github.com/scipy/scipy/pull/19938">https:/=
/github.com/scipy/scipy/pull/19938</a>>`__: MAINT: special: array types:=
fix warning when not in array API...<br>* `#19939 <<a href=3D"https://g=
ithub.com/scipy/scipy/pull/19939">https://github.com/scipy/scipy/pull/19939=
</a>>`__: BUG:special:amos: Fix exit path in \`amos_asyi\`<br>* `#19942 =
<<a href=3D"https://github.com/scipy/scipy/pull/19942">https://github.co=
m/scipy/scipy/pull/19942</a>>`__: MAINT: hypothesis: document minimum re=
quired version<br>* `#19944 <<a href=3D"https://github.com/scipy/scipy/p=
ull/19944">https://github.com/scipy/scipy/pull/19944</a>>`__: BUG: Corre=
ct handling of inf support in binomial<br>* `#19945 <<a href=3D"https://=
github.com/scipy/scipy/pull/19945">https://github.com/scipy/scipy/pull/1994=
5</a>>`__: BLD: fix issue with escape sequences in \`__config__.py\`<br>=
* `#19947 <<a href=3D"https://github.com/scipy/scipy/pull/19947">https:/=
/github.com/scipy/scipy/pull/19947</a>>`__: BUG:special:amos: Fix typo i=
n \`amos_mlri\`<br>* `#19950 <<a href=3D"https://github.com/scipy/scipy/=
pull/19950">https://github.com/scipy/scipy/pull/19950</a>>`__: DOC: stat=
s.logrank: fix typo that affect survival curves in manual<br>* `#19952 <=
<a href=3D"https://github.com/scipy/scipy/pull/19952">https://github.com/sc=
ipy/scipy/pull/19952</a>>`__: BUG:sparse:Add early exit to gmres when x0=
already solves problem<br>* `#19957 <<a href=3D"https://github.com/scip=
y/scipy/pull/19957">https://github.com/scipy/scipy/pull/19957</a>>`__: d=
efect: sparse: 1d bool mask with wrong shape should raise IndexError<br>* `=
#19961 <<a href=3D"https://github.com/scipy/scipy/pull/19961">https://gi=
thub.com/scipy/scipy/pull/19961</a>>`__: DOC: Add version warning banner=
to documentation<br>* `#19962 <<a href=3D"https://github.com/scipy/scip=
y/pull/19962">https://github.com/scipy/scipy/pull/19962</a>>`__: ENH: sp=
arse: speedup csr/csc setdiag by converting to coo<br>* `#19965 <<a href=
=3D"https://github.com/scipy/scipy/pull/19965">https://github.com/scipy/sci=
py/pull/19965</a>>`__: DOC: scale of parameters in optimize.curve_fit<br=
>* `#19969 <<a href=3D"https://github.com/scipy/scipy/pull/19969">https:=
//github.com/scipy/scipy/pull/19969</a>>`__: DOC: Fix landing page image=
s for dark theme<br>* `#19971 <<a href=3D"https://github.com/scipy/scipy=
/pull/19971">https://github.com/scipy/scipy/pull/19971</a>>`__: ENH: Inp=
ut validation for sampling frequency in signal.filter...<br>* `#19975 <<=
a href=3D"https://github.com/scipy/scipy/pull/19975">https://github.com/sci=
py/scipy/pull/19975</a>>`__: ENH: support custom statistic in goodness_o=
f_fit function (gh-19894)<br>* `#19977 <<a href=3D"https://github.com/sc=
ipy/scipy/pull/19977">https://github.com/scipy/scipy/pull/19977</a>>`__:=
DOC: document a common alternative parameterization of invgauss.<br>* `#19=
978 <<a href=3D"https://github.com/scipy/scipy/pull/19978">https://githu=
b.com/scipy/scipy/pull/19978</a>>`__: DOC: fix autosummary for scipy.sig=
nal.ShortTimeFFT.t/T under...<br>* `#19980 <<a href=3D"https://github.co=
m/scipy/scipy/pull/19980">https://github.com/scipy/scipy/pull/19980</a>>=
`__: ENH: stats: add axis/nan_policy support to \`f_oneway\` and \`alexande=
rgovern\`<br>* `#19981 <<a href=3D"https://github.com/scipy/scipy/pull/1=
9981">https://github.com/scipy/scipy/pull/19981</a>>`__: TST: correct ty=
po in TestGamma.test_fit_mm function.<br>* `#19995 <<a href=3D"https://g=
ithub.com/scipy/scipy/pull/19995">https://github.com/scipy/scipy/pull/19995=
</a>>`__: TST, MAINT: test_immediate_updating fix<br>* `#19997 <<a hr=
ef=3D"https://github.com/scipy/scipy/pull/19997">https://github.com/scipy/s=
cipy/pull/19997</a>>`__: MAINT: Adjust the codebase to the new \`np.arra=
y\`'s \`copy\`...<br>* `#20000 <<a href=3D"https://github.com/scipy/=
scipy/pull/20000">https://github.com/scipy/scipy/pull/20000</a>>`__: MAI=
NT: interpolate: address review comments on NdBSpline/RGI<br>* `#20003 <=
<a href=3D"https://github.com/scipy/scipy/pull/20003">https://github.com/sc=
ipy/scipy/pull/20003</a>>`__: MAINT: sparse: change coo_matrix.indices t=
o coo_matrix.coords<br>* `#20004 <<a href=3D"https://github.com/scipy/sc=
ipy/pull/20004">https://github.com/scipy/scipy/pull/20004</a>>`__: MAINT=
: sparse: change method names _mul_\* to _matmul_\* all...<br>* `#20005 <=
;<a href=3D"https://github.com/scipy/scipy/pull/20005">https://github.com/s=
cipy/scipy/pull/20005</a>>`__: MAINT: Remove partial from \`__all__\` (r=
emoved from submodule)<br>* `#20006 <<a href=3D"https://github.com/scipy=
/scipy/pull/20006">https://github.com/scipy/scipy/pull/20006</a>>`__: BE=
NCH: optimize: add timings to global optimizers benchmarks<br>* `#20010 <=
;<a href=3D"https://github.com/scipy/scipy/pull/20010">https://github.com/s=
cipy/scipy/pull/20010</a>>`__: BUG: Add proper error message for \`Short=
TimeFFT\` for onesided...<br>* `#20013 <<a href=3D"https://github.com/sc=
ipy/scipy/pull/20013">https://github.com/scipy/scipy/pull/20013</a>>`__:=
MAINT: signal: use \`sliding_window_view\` instead of \`as_strided\`<br>* =
`#20016 <<a href=3D"https://github.com/scipy/scipy/pull/20016">https://g=
ithub.com/scipy/scipy/pull/20016</a>>`__: DOC: update release docs to re=
flect new version banner<br>* `#20017 <<a href=3D"https://github.com/sci=
py/scipy/pull/20017">https://github.com/scipy/scipy/pull/20017</a>>`__: =
BUG: loglaplace moment should be non-negative.<br>* `#20018 <<a href=3D"=
https://github.com/scipy/scipy/pull/20018">https://github.com/scipy/scipy/p=
ull/20018</a>>`__: ENH: refer to the Laplace distribution in log-Laplace=
documentation.<br>* `#20019 <<a href=3D"https://github.com/scipy/scipy/=
pull/20019">https://github.com/scipy/scipy/pull/20019</a>>`__: DOC: Add =
support for interactive examples with jupyterlite-sphinx<br>* `#20020 <<=
a href=3D"https://github.com/scipy/scipy/pull/20020">https://github.com/sci=
py/scipy/pull/20020</a>>`__: TST: TestCorrelateReal overflow shim<br>* `=
#20021 <<a href=3D"https://github.com/scipy/scipy/pull/20021">https://gi=
thub.com/scipy/scipy/pull/20021</a>>`__: ENH: fix numerical instability =
around zero in boxcox_llf<br>* `#20023 <<a href=3D"https://github.com/sc=
ipy/scipy/pull/20023">https://github.com/scipy/scipy/pull/20023</a>>`__:=
ENH: use analytic formula for log-laplace MLE when loc is known.<br>* `#20=
024 <<a href=3D"https://github.com/scipy/scipy/pull/20024">https://githu=
b.com/scipy/scipy/pull/20024</a>>`__: ENH:stats: Add multivariate Wasser=
stein distance as a separate...<br>* `#20032 <<a href=3D"https://github.=
com/scipy/scipy/pull/20032">https://github.com/scipy/scipy/pull/20032</a>&g=
t;`__: MAINT: Adjust some comments in special C++ library<br>* `#20033 <=
<a href=3D"https://github.com/scipy/scipy/pull/20033">https://github.com/sc=
ipy/scipy/pull/20033</a>>`__: MAINT: sparse: Un-deprecate getnnz()<br>* =
`#20037 <<a href=3D"https://github.com/scipy/scipy/pull/20037">https://g=
ithub.com/scipy/scipy/pull/20037</a>>`__: MAINT: Add special handling fo=
r complex infinite input in digamma<br>* `#20039 <<a href=3D"https://git=
hub.com/scipy/scipy/pull/20039">https://github.com/scipy/scipy/pull/20039</=
a>>`__: ENH: use analytical formula in scipy.stats.powerlaw._munp().<br>=
* `#20044 <<a href=3D"https://github.com/scipy/scipy/pull/20044">https:/=
/github.com/scipy/scipy/pull/20044</a>>`__: TST: _ConstraintWrapper retu=
rns a violation of the correct shape<br>* `#20045 <<a href=3D"https://gi=
thub.com/scipy/scipy/pull/20045">https://github.com/scipy/scipy/pull/20045<=
/a>>`__: DOC: add missing np. in tutorial<br>* `#20047 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/20047">https://github.com/scipy/scipy/pul=
l/20047</a>>`__: TST: use assert_allclose in test_bootstrap_alternative<=
br>* `#20052 <<a href=3D"https://github.com/scipy/scipy/pull/20052">http=
s://github.com/scipy/scipy/pull/20052</a>>`__: FIX: Allow any dtype-spec=
ifier for ndimage output<br>* `#20053 <<a href=3D"https://github.com/sci=
py/scipy/pull/20053">https://github.com/scipy/scipy/pull/20053</a>>`__: =
Add sorting requirement for partial_match and partial_guess<br>* `#20054 &l=
t;<a href=3D"https://github.com/scipy/scipy/pull/20054">https://github.com/=
scipy/scipy/pull/20054</a>>`__: BUG: SciPy.interpolate.CubicSpline with =
periodic data<br>* `#20063 <<a href=3D"https://github.com/scipy/scipy/pu=
ll/20063">https://github.com/scipy/scipy/pull/20063</a>>`__: ENH: optimi=
ze._differentiate: add option preserve_shape<br>* `#20065 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/20065">https://github.com/scipy/scipy/pul=
l/20065</a>>`__: MAINT Fix broken link in \`scipy.stats._multivariate.py=
\`<br>* `#20067 <<a href=3D"https://github.com/scipy/scipy/pull/20067">h=
ttps://github.com/scipy/scipy/pull/20067</a>>`__: TST: shims for NumPy f=
ft changes<br>* `#20068 <<a href=3D"https://github.com/scipy/scipy/pull/=
20068">https://github.com/scipy/scipy/pull/20068</a>>`__: Changed assert=
_warns in stats testing to pytest.warns.<br>* `#20069 <<a href=3D"https:=
//github.com/scipy/scipy/pull/20069">https://github.com/scipy/scipy/pull/20=
069</a>>`__: MAINT/DOC: \`special.nrdtrimn/nrdtrisd\` docstring fixes<br=
>* `#20070 <<a href=3D"https://github.com/scipy/scipy/pull/20070">https:=
//github.com/scipy/scipy/pull/20070</a>>`__: MAINT: silence ruff depreca=
tion warning<br>* `#20076 <<a href=3D"https://github.com/scipy/scipy/pul=
l/20076">https://github.com/scipy/scipy/pull/20076</a>>`__: BUG:linalg:A=
dd early exit to eigh_tridiagonal for 1x1 input<br>* `#20078 <<a href=3D=
"https://github.com/scipy/scipy/pull/20078">https://github.com/scipy/scipy/=
pull/20078</a>>`__: CI: update github actions and cibuildwheel<br>* `#20=
080 <<a href=3D"https://github.com/scipy/scipy/pull/20080">https://githu=
b.com/scipy/scipy/pull/20080</a>>`__: BUG: sparse: Fix hstack, etc for d=
ok_array<br>* `#20086 <<a href=3D"https://github.com/scipy/scipy/pull/20=
086">https://github.com/scipy/scipy/pull/20086</a>>`__: MAINT: detect mu=
sl differently.<br>* `#20087 <<a href=3D"https://github.com/scipy/scipy/=
pull/20087">https://github.com/scipy/scipy/pull/20087</a>>`__: MAINT: sw=
itch from \`numpy.array_api\` to \`array-api-strict\`<br>* `#20092 <<a h=
ref=3D"https://github.com/scipy/scipy/pull/20092">https://github.com/scipy/=
scipy/pull/20092</a>>`__: DOC: Fix a could of places that are parsed as =
substitution references...<br>* `#20093 <<a href=3D"https://github.com/s=
cipy/scipy/pull/20093">https://github.com/scipy/scipy/pull/20093</a>>`__=
: DOC: Fix small typos in \`signal.rst\` and \`_short_time_fft.py\`<br>* `#=
20095 <<a href=3D"https://github.com/scipy/scipy/pull/20095">https://git=
hub.com/scipy/scipy/pull/20095</a>>`__: DOC: tick tensor product splines=
off the roadmap<br>* `#20096 <<a href=3D"https://github.com/scipy/scipy=
/pull/20096">https://github.com/scipy/scipy/pull/20096</a>>`__: TST:lina=
lg:Reduce the size of the cossin test<br>* `#20098 <<a href=3D"https://g=
ithub.com/scipy/scipy/pull/20098">https://github.com/scipy/scipy/pull/20098=
</a>>`__: MAINT: minor array API skip improvements<br>* `#20101 <<a h=
ref=3D"https://github.com/scipy/scipy/pull/20101">https://github.com/scipy/=
scipy/pull/20101</a>>`__: MAINT: editorial changes in the doc string of =
scipy.stats.vonmises.<br>* `#20102 <<a href=3D"https://github.com/scipy/=
scipy/pull/20102">https://github.com/scipy/scipy/pull/20102</a>>`__: ENH=
: use non-trivial bounds to solve for kappa of vonmises MLE.<br>* `#20103 &=
lt;<a href=3D"https://github.com/scipy/scipy/pull/20103">https://github.com=
/scipy/scipy/pull/20103</a>>`__: MAINT: optimize: expose \`NoConvergence=
\`<br>* `#20104 <<a href=3D"https://github.com/scipy/scipy/pull/20104">h=
ttps://github.com/scipy/scipy/pull/20104</a>>`__: ENH: allow shape param=
eter kappa to be zero in vonmises distribution.<br>* `#20106 <<a href=3D=
"https://github.com/scipy/scipy/pull/20106">https://github.com/scipy/scipy/=
pull/20106</a>>`__: DOC: update docstring of stats.percentileofscore<br>=
* `#20108 <<a href=3D"https://github.com/scipy/scipy/pull/20108">https:/=
/github.com/scipy/scipy/pull/20108</a>>`__: MAINT: shim for descr->f =
access<br>* `#20111 <<a href=3D"https://github.com/scipy/scipy/pull/2011=
1">https://github.com/scipy/scipy/pull/20111</a>>`__: DOC: clarify accep=
ted values for \`dim\` in \`unitary_group\`.<br>* `#20112 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/20112">https://github.com/scipy/scipy/pul=
l/20112</a>>`__: BLD: signal: do not install Pythran source alongside th=
e Cython...<br>* `#20119 <<a href=3D"https://github.com/scipy/scipy/pull=
/20119">https://github.com/scipy/scipy/pull/20119</a>>`__: Fix small iss=
ues in docstrings<br>* `#20121 <<a href=3D"https://github.com/scipy/scip=
y/pull/20121">https://github.com/scipy/scipy/pull/20121</a>>`__: BLD: si=
mplifications in meson.build files<br>* `#20122 <<a href=3D"https://gith=
ub.com/scipy/scipy/pull/20122">https://github.com/scipy/scipy/pull/20122</a=
>>`__: MAINT: update Boost.Math to 1.83.0<br>* `#20123 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/20123">https://github.com/scipy/scipy/pul=
l/20123</a>>`__: MAINT: stats: fix test failure in \`kendalltau_seasonal=
\`<br>* `#20130 <<a href=3D"https://github.com/scipy/scipy/pull/20130">h=
ttps://github.com/scipy/scipy/pull/20130</a>>`__: BUG: Use Cython implem=
entation of complex hyp2f1 in orthogonal_eval.pxd<br>* `#20135 <<a href=
=3D"https://github.com/scipy/scipy/pull/20135">https://github.com/scipy/sci=
py/pull/20135</a>>`__: MAINT: interpolate: define \`F_INT\` as \`int\` r=
ather than \`npy_int32\`<br>* `#20138 <<a href=3D"https://github.com/sci=
py/scipy/pull/20138">https://github.com/scipy/scipy/pull/20138</a>>`__: =
TST: optimize: silence the output from calling cobyla with disp=3DTrue<br>*=
`#20141 <<a href=3D"https://github.com/scipy/scipy/pull/20141">https://=
github.com/scipy/scipy/pull/20141</a>>`__: MAINT/CI: special/array types=
: test alternative backends in CI<br>* `#20143 <<a href=3D"https://githu=
b.com/scipy/scipy/pull/20143">https://github.com/scipy/scipy/pull/20143</a>=
>`__: DOC: stats: Fix typo in the doc of the Kstwobign distribution<br>*=
`#20144 <<a href=3D"https://github.com/scipy/scipy/pull/20144">https://=
github.com/scipy/scipy/pull/20144</a>>`__: MAINT, ENH: Hausdorff simplif=
ication<br>* `#20145 <<a href=3D"https://github.com/scipy/scipy/pull/201=
45">https://github.com/scipy/scipy/pull/20145</a>>`__: TST: special: bum=
p tolerances for new \`cdftnc\` regression tests<br>* `#20146 <<a href=
=3D"https://github.com/scipy/scipy/pull/20146">https://github.com/scipy/sci=
py/pull/20146</a>>`__: MAINT: fix incorrect \`noexcept\` usage in Cython=
functions<br>* `#20149 <<a href=3D"https://github.com/scipy/scipy/pull/=
20149">https://github.com/scipy/scipy/pull/20149</a>>`__: BLD: Ensure Py=
thon.h is included before system headers.<br>* `#20153 <<a href=3D"https=
://github.com/scipy/scipy/pull/20153">https://github.com/scipy/scipy/pull/2=
0153</a>>`__: BLD: interpolate: _interpnd_info does not need installing<=
br>* `#20154 <<a href=3D"https://github.com/scipy/scipy/pull/20154">http=
s://github.com/scipy/scipy/pull/20154</a>>`__: ENH: sparse: implement fr=
omkeys for _dok_base<br>* `#20163 <<a href=3D"https://github.com/scipy/s=
cipy/pull/20163">https://github.com/scipy/scipy/pull/20163</a>>`__: MAIN=
T: dev.py: allow --args after --<br>* `#20172 <<a href=3D"https://github=
.com/scipy/scipy/pull/20172">https://github.com/scipy/scipy/pull/20172</a>&=
gt;`__: MAINT: (additional) array copy semantics shims<br>* `#20173 <<a =
href=3D"https://github.com/scipy/scipy/pull/20173">https://github.com/scipy=
/scipy/pull/20173</a>>`__: TST:special:Add partial tests for nrdtrimn an=
d nrdtrisd<br>* `#20174 <<a href=3D"https://github.com/scipy/scipy/pull/=
20174">https://github.com/scipy/scipy/pull/20174</a>>`__: DOC: interpola=
te: \`splrep\` default boundary condition<br>* `#20176 <<a href=3D"https=
://github.com/scipy/scipy/pull/20176">https://github.com/scipy/scipy/pull/2=
0176</a>>`__: MAINT: vulture/ruff fixups<br>* `#20181 <<a href=3D"htt=
ps://github.com/scipy/scipy/pull/20181">https://github.com/scipy/scipy/pull=
/20181</a>>`__: MAINT: Avoid \`descr->elsize\` and use intp for it.<b=
r>* `#20183 <<a href=3D"https://github.com/scipy/scipy/pull/20183">https=
://github.com/scipy/scipy/pull/20183</a>>`__: BUG: Fix fancy indexing on=
compressed sparse arrays with mixed...<br>* `#20184 <<a href=3D"https:/=
/github.com/scipy/scipy/pull/20184">https://github.com/scipy/scipy/pull/201=
84</a>>`__: DOC, DX: Remove version warning banner in latest version<br>=
* `#20186 <<a href=3D"https://github.com/scipy/scipy/pull/20186">https:/=
/github.com/scipy/scipy/pull/20186</a>>`__: MAINT: update action. Closes=
#20180<br>* `#20191 <<a href=3D"https://github.com/scipy/scipy/pull/201=
91">https://github.com/scipy/scipy/pull/20191</a>>`__: BUG: Fix shape of=
single Rotation raised to the 0 or 1 power<br>* `#20193 <<a href=3D"htt=
ps://github.com/scipy/scipy/pull/20193">https://github.com/scipy/scipy/pull=
/20193</a>>`__: MAINT: Bump \`npy2_compat.h\` and add temporary pybind11=
workaround<br>* `#20195 <<a href=3D"https://github.com/scipy/scipy/pull=
/20195">https://github.com/scipy/scipy/pull/20195</a>>`__: ENH: linalg: =
allow readonly arrays in expm et al<br>* `#20198 <<a href=3D"https://git=
hub.com/scipy/scipy/pull/20198">https://github.com/scipy/scipy/pull/20198</=
a>>`__: BLD: update minimum Cython version to 3.0.8<br>* `#20203 <<a =
href=3D"https://github.com/scipy/scipy/pull/20203">https://github.com/scipy=
/scipy/pull/20203</a>>`__: TST: linalg: undo xfail TestEig::test_singula=
r<br>* `#20204 <<a href=3D"https://github.com/scipy/scipy/pull/20204">ht=
tps://github.com/scipy/scipy/pull/20204</a>>`__: TST: linalg: add a regr=
ession test for a gen eig problem<br>* `#20205 <<a href=3D"https://githu=
b.com/scipy/scipy/pull/20205">https://github.com/scipy/scipy/pull/20205</a>=
>`__: BUG: Fixed \`fftshift()\` in \`ShortTimeFFT\`.<br>* `#20206 <<a=
href=3D"https://github.com/scipy/scipy/pull/20206">https://github.com/scip=
y/scipy/pull/20206</a>>`__: DOC: clarify role of p in linalg.qr.<br>* `#=
20209 <<a href=3D"https://github.com/scipy/scipy/pull/20209">https://git=
hub.com/scipy/scipy/pull/20209</a>>`__: CI: move regular macosx_arm64 fr=
om cirrus to GHA<br>* `#20210 <<a href=3D"https://github.com/scipy/scipy=
/pull/20210">https://github.com/scipy/scipy/pull/20210</a>>`__: BLD: mac=
osx_arm64 wheel build on GHA instead of cirrus<br>* `#20212 <<a href=3D"=
https://github.com/scipy/scipy/pull/20212">https://github.com/scipy/scipy/p=
ull/20212</a>>`__: BUG: linalg/sqrtm: more robust check for real->com=
plex Schur...<br>* `#20215 <<a href=3D"https://github.com/scipy/scipy/pu=
ll/20215">https://github.com/scipy/scipy/pull/20215</a>>`__: MAINT: bump=
OpenBLAS "the old way"<br>* `#20217 <<a href=3D"https://githu=
b.com/scipy/scipy/pull/20217">https://github.com/scipy/scipy/pull/20217</a>=
>`__: DOC/MAINT: add examples for nctdtridf, nctdtrinc, nctdtrit<br>* `#=
20218 <<a href=3D"https://github.com/scipy/scipy/pull/20218">https://git=
hub.com/scipy/scipy/pull/20218</a>>`__: TST: mark linalg.sqrtm test as x=
fail<br>* `#20221 <<a href=3D"https://github.com/scipy/scipy/pull/20221"=
>https://github.com/scipy/scipy/pull/20221</a>>`__: TST: Tweak tols and =
ignore warnings for more reliable SVD tests<br>* `#20222 <<a href=3D"htt=
ps://github.com/scipy/scipy/pull/20222">https://github.com/scipy/scipy/pull=
/20222</a>>`__: DOC add likelihood formula to stats.CensoredData<br>* `#=
20224 <<a href=3D"https://github.com/scipy/scipy/pull/20224">https://git=
hub.com/scipy/scipy/pull/20224</a>>`__: BUG: fix \`cluster.vq.kmeans2\` =
with minit=3D'++' for 1D data<br>* `#20227 <<a href=3D"https://g=
ithub.com/scipy/scipy/pull/20227">https://github.com/scipy/scipy/pull/20227=
</a>>`__: MAINT: remove repeated "the" typos<br>* `#20229 <=
<a href=3D"https://github.com/scipy/scipy/pull/20229">https://github.com/sc=
ipy/scipy/pull/20229</a>>`__: BUG: linalg: fix int overflow in Cholesky =
(potrf)<br>* `#20231 <<a href=3D"https://github.com/scipy/scipy/pull/202=
31">https://github.com/scipy/scipy/pull/20231</a>>`__: DOC/DX: array typ=
es: update \`_asarray\` description<br>* `#20232 <<a href=3D"https://git=
hub.com/scipy/scipy/pull/20232">https://github.com/scipy/scipy/pull/20232</=
a>>`__: BLD: Refactor BLAS/LAPACK wrapper infrastructure<br>* `#20233 &l=
t;<a href=3D"https://github.com/scipy/scipy/pull/20233">https://github.com/=
scipy/scipy/pull/20233</a>>`__: DOC: stats.rv_continuous.fit: fix backsl=
ashes<br>* `#20235 <<a href=3D"https://github.com/scipy/scipy/pull/20235=
">https://github.com/scipy/scipy/pull/20235</a>>`__: DOC: add reference =
for ARGUS distribution in scipy.stats<br>* `#20236 <<a href=3D"https://g=
ithub.com/scipy/scipy/pull/20236">https://github.com/scipy/scipy/pull/20236=
</a>>`__: DOC: fix small typo in array API docs<br>* `#20237 <<a href=
=3D"https://github.com/scipy/scipy/pull/20237">https://github.com/scipy/sci=
py/pull/20237</a>>`__: MAINT: optimize: update \`_direct\` for typos<br>=
* `#20238 <<a href=3D"https://github.com/scipy/scipy/pull/20238">https:/=
/github.com/scipy/scipy/pull/20238</a>>`__: MAINT: revert ARPACK changes=
from #20227<br>* `#20241 <<a href=3D"https://github.com/scipy/scipy/pul=
l/20241">https://github.com/scipy/scipy/pull/20241</a>>`__: BLD: remove =
use of \`NPY_VISIBILITY_HIDDEN\`<br>* `#20243 <<a href=3D"https://github=
.com/scipy/scipy/pull/20243">https://github.com/scipy/scipy/pull/20243</a>&=
gt;`__: MAINT: Specfun translation into C++<br>* `#20245 <<a href=3D"htt=
ps://github.com/scipy/scipy/pull/20245">https://github.com/scipy/scipy/pull=
/20245</a>>`__: MAINT: Updated _specfun.pyx<br>* `#20248 <<a href=3D"=
https://github.com/scipy/scipy/pull/20248">https://github.com/scipy/scipy/p=
ull/20248</a>>`__: MAINT: Removed specfun_lib and updated specfun_wrappe=
rs<br>* `#20250 <<a href=3D"https://github.com/scipy/scipy/pull/20250">h=
ttps://github.com/scipy/scipy/pull/20250</a>>`__: MAINT: interpolate: co=
nst qualify cython arrays<br>* `#20251 <<a href=3D"https://github.com/sc=
ipy/scipy/pull/20251">https://github.com/scipy/scipy/pull/20251</a>>`__:=
MAINT:special:Adjust inf values for cdflib<br>* `#20254 <<a href=3D"htt=
ps://github.com/scipy/scipy/pull/20254">https://github.com/scipy/scipy/pull=
/20254</a>>`__: MAINT: linalg: readability refactor Riccati equation sol=
ver tests<br>* `#20259 <<a href=3D"https://github.com/scipy/scipy/pull/2=
0259">https://github.com/scipy/scipy/pull/20259</a>>`__: BUG: linalg: fi=
x \`expm\` for large arrays<br>* `#20261 <<a href=3D"https://github.com/=
scipy/scipy/pull/20261">https://github.com/scipy/scipy/pull/20261</a>>`_=
_: BUG:linalg:Remove the 2x2 branch in expm<br>* `#20263 <<a href=3D"htt=
ps://github.com/scipy/scipy/pull/20263">https://github.com/scipy/scipy/pull=
/20263</a>>`__: DOC/REL: add missing expired deprecations to 1.12.0 note=
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