Please see below for the SciPy 1.6 release notes. Greg did a great job on fixing and reconciliating boundary handling in ndimage (this has been on the roadmap for many years, and closes a whole slew of issues!).
Best regards,
Stéfan
----- Original message -----
From: Tyler Reddy
To: SciPy Developers List , Discussion of Numerical Python , python-announce-list@python.org
Subject: [SciPy-Dev] ANN: SciPy 1.6.0
Date: Thursday, December 31, 2020 07:58
Hi all,
On behalf of the SciPy development team I'm pleased to announce
the release of SciPy 1.6.0.
Sources and binary wheels can be found at:
https://pypi.org/project/scipy/
and at:
https://github.com/scipy/scipy/releases/tag/v1.6.0
One of a few ways to install this release with pip:
pip install scipy==1.6.0
=====================
SciPy 1.6.0 Release Notes
=====================
SciPy 1.6.0 is the culmination of 6 months of hard work. It contains
many new features, numerous bug-fixes, improved test coverage and better
documentation. There have been a number of deprecations and API changes
in this release, which are documented below. All users are encouraged to
upgrade to this release, as there are a large number of bug-fixes and
optimizations. Before upgrading, we recommend that users check that
their own code does not use deprecated SciPy functionality (to do so,
run your code with ``python -Wd`` and check for ``DeprecationWarning`` s).
Our development attention will now shift to bug-fix releases on the
1.6.x branch, and on adding new features on the master branch.
This release requires Python 3.7+ and NumPy 1.16.5 or greater.
For running on PyPy, PyPy3 6.0+ is required.
Highlights of this release
---------------------------------
- `scipy.ndimage` improvements: Fixes and ehancements to boundary extension
modes for interpolation functions. Support for complex-valued inputs in many
filtering and interpolation functions. New ``grid_mode`` option for
`scipy.ndimage.zoom` to enable results consistent with scikit-image's
``rescale``.
- `scipy.optimize.linprog` has fast, new methods for large, sparse problems
from the ``HiGHS`` library.
- `scipy.stats` improvements including new distributions, a new test, and
enhancements to existing distributions and tests
New features
==========
`scipy.special` improvements
---------------------------------------
`scipy.special` now has improved support for 64-bit ``LAPACK`` backend
`scipy.odr` improvements
----------------------------------
`scipy.odr` now has support for 64-bit integer ``BLAS``
`scipy.odr.ODR` has gained an optional ``overwrite`` argument so that existing
files may be overwritten.
`scipy.integrate` improvements
------------------------------------------
Some renames of functions with poor names were done, with the old names
retained without being in the reference guide for backwards compatibility
reasons:
- ``integrate.simps`` was renamed to ``integrate.simpson``
- ``integrate.trapz`` was renamed to ``integrate.trapezoid``
- ``integrate.cumtrapz`` was renamed to ``integrate.cumulative_trapezoid``
`scipy.cluster` improvements
---------------------------------------
`scipy.cluster.hierarchy.DisjointSet` has been added for incremental
connectivity queries.
`scipy.cluster.hierarchy.dendrogram` return value now also includes leaf color
information in `leaves_color_list`.
`scipy.interpolate` improvements
--------------------------------------------
`scipy.interpolate.interp1d` has a new method ``nearest-up``, similar to the
existing method ``nearest`` but rounds half-integers up instead of down.
`scipy.io` improvements
--------------------------------
Support has been added for reading arbitrary bit depth integer PCM WAV files
from 1- to 32-bit, including the commonly-requested 24-bit depth.
`scipy.linalg` improvements
-------------------------------------
The new function `scipy.linalg.matmul_toeplitz` uses the FFT to compute the
product of a Toeplitz matrix with another matrix.
`scipy.linalg.sqrtm` and `scipy.linalg.logm` have performance improvements
thanks to additional Cython code.
Python ``LAPACK`` wrappers have been added for ``pptrf``, ``pptrs``, ``ppsv``,
``pptri``, and ``ppcon``.
`scipy.linalg.norm` and the ``svd`` family of functions will now use 64-bit
integer backends when available.
`scipy.ndimage` improvements
------------------------------------------
`scipy.ndimage.convolve`, `scipy.ndimage.correlate` and their 1d counterparts
now accept both complex-valued images and/or complex-valued filter kernels. All
convolution-based filters also now accept complex-valued inputs
(e.g. ``gaussian_filter``, ``uniform_filter``, etc.).
Multiple fixes and enhancements to boundary handling were introduced to
`scipy.ndimage` interpolation functions (i.e. ``affine_transform``,
``geometric_transform``, ``map_coordinates``, ``rotate``, ``shift``, ``zoom``).
A new boundary mode, ``grid-wrap`` was added which wraps images periodically,
using a period equal to the shape of the input image grid. This is in contrast
to the existing ``wrap`` mode which uses a period that is one sample smaller
than the original signal extent along each dimension.
A long-standing bug in the ``reflect`` boundary condition has been fixed and
the mode ``grid-mirror`` was introduced as a synonym for ``reflect``.
A new boundary mode, ``grid-constant`` is now available. This is similar to
the existing ndimage ``constant`` mode, but interpolation will still performed
at coordinate values outside of the original image extent. This
``grid-constant`` mode is consistent with OpenCV's ``BORDER_CONSTANT`` mode
and scikit-image's ``constant`` mode.
Spline pre-filtering (used internally by ``ndimage`` interpolation functions
when ``order >= 2``), now supports all boundary modes rather than always
defaulting to mirror boundary conditions. The standalone functions
``spline_filter`` and ``spline_filter1d`` have analytical boundary conditions
that match modes ``mirror``, ``grid-wrap`` and ``reflect``.
`scipy.ndimage` interpolation functions now accept complex-valued inputs. In
this case, the interpolation is applied independently to the real and
imaginary components.
The ``ndimage`` tutorials
(https://docs.scipy.org/doc/scipy/reference/tutorial/ndimage.html) have been
updated with new figures to better clarify the exact behavior of all of the
interpolation boundary modes.
`scipy.ndimage.zoom` now has a ``grid_mode`` option that changes the coordinate
of the center of the first pixel along an axis from 0 to 0.5. This allows
resizing in a manner that is consistent with the behavior of scikit-image's
``resize`` and ``rescale`` functions (and OpenCV's ``cv2.resize``).
`scipy.optimize` improvements
-----------------------------------------
`scipy.optimize.linprog` has fast, new methods for large, sparse problems from
the ``HiGHS`` C++ library. ``method='highs-ds'`` uses a high performance dual
revised simplex implementation (HSOL), ``method='highs-ipm'`` uses an
interior-point method with crossover, and ``method='highs'`` chooses between
the two automatically. These methods are typically much faster and often exceed
the accuracy of other ``linprog`` methods, so we recommend explicitly
specifying one of these three method values when using ``linprog``.
`scipy.optimize.quadratic_assignment` has been added for approximate solution
of the quadratic assignment problem.
`scipy.optimize.linear_sum_assignment` now has a substantially reduced overhead
for small cost matrix sizes
`scipy.optimize.least_squares` has improved performance when the user provides
the jacobian as a sparse jacobian already in ``csr_matrix`` format
`scipy.optimize.linprog` now has an ``rr_method`` argument for specification
of the method used for redundancy handling, and a new method for this purpose
is available based on the interpolative decomposition approach.
`scipy.signal` improvements
--------------------------------------
`scipy.signal.gammatone` has been added to design FIR or IIR filters that
model the human auditory system.
`scipy.signal.iircomb` has been added to design IIR peaking/notching comb
filters that can boost/attenuate a frequency from a signal.
`scipy.signal.sosfilt` performance has been improved to avoid some previously-
observed slowdowns
`scipy.signal.windows.taylor` has been added--the Taylor window function is
commonly used in radar digital signal processing
`scipy.signal.gauss_spline` now supports ``list`` type input for consistency
with other related SciPy functions
`scipy.signal.correlation_lags` has been added to allow calculation of the lag/
displacement indices array for 1D cross-correlation.
`scipy.sparse` improvements
---------------------------------------
A solver for the minimum weight full matching problem for bipartite graphs,
also known as the linear assignment problem, has been added in
`scipy.sparse.csgraph.min_weight_full_bipartite_matching`. In particular, this
provides functionality analogous to that of
`scipy.optimize.linear_sum_assignment`, but with improved performance for sparse
inputs, and the ability to handle inputs whose dense representations would not
fit in memory.
The time complexity of `scipy.sparse.block_diag` has been improved dramatically
from quadratic to linear.
`scipy.sparse.linalg` improvements
-----------------------------------------------
The vendored version of ``SuperLU`` has been updated
`scipy.fft` improvements
--------------------------------
The vendored ``pocketfft`` library now supports compiling with ARM neon vector
extensions and has improved thread pool behavior.
`scipy.spatial` improvements
---------------------------------------
The python implementation of ``KDTree`` has been dropped and ``KDTree`` is now
implemented in terms of ``cKDTree``. You can now expect ``cKDTree``-like
performance by default. This also means ``sys.setrecursionlimit`` no longer
needs to be increased for querying large trees.
``transform.Rotation`` has been updated with support for Modified Rodrigues
Parameters alongside the existing rotation representations (PR gh-12667).
`scipy.spatial.transform.Rotation` has been partially cythonized, with some
performance improvements observed
`scipy.spatial.distance.cdist` has improved performance with the ``minkowski``
metric, especially for p-norm values of 1 or 2.
`scipy.stats` improvements
------------------------------------
New distributions have been added to `scipy.stats`:
- The asymmetric Laplace continuous distribution has been added as
`scipy.stats.laplace_asymmetric`.
- The negative hypergeometric distribution has been added as `scipy.stats.nhypergeom`.
- The multivariate t distribution has been added as `scipy.stats.multivariate_t`.
- The multivariate hypergeometric distribution has been added as `scipy.stats.multivariate_hypergeom`.
The ``fit`` method has been overridden for several distributions (``laplace``,
``pareto``, ``rayleigh``, ``invgauss``, ``logistic``, ``gumbel_l``,
``gumbel_r``); they now use analytical, distribution-specific maximum
likelihood estimation results for greater speed and accuracy than the generic
(numerical optimization) implementation.
The one-sample Cramér-von Mises test has been added as
`scipy.stats.cramervonmises`.
An option to compute one-sided p-values was added to `scipy.stats.ttest_1samp`,
`scipy.stats.ttest_ind_from_stats`, `scipy.stats.ttest_ind` and
`scipy.stats.ttest_rel`.
The function `scipy.stats.kendalltau` now has an option to compute Kendall's
tau-c (also known as Stuart's tau-c), and support has been added for exact
p-value calculations for sample sizes ``> 171``.
`stats.trapz` was renamed to `stats.trapezoid`, with the former name retained
as an alias for backwards compatibility reasons.
The function `scipy.stats.linregress` now includes the standard error of the
intercept in its return value.
The ``_logpdf``, ``_sf``, and ``_isf`` methods have been added to
`scipy.stats.nakagami`; ``_sf`` and ``_isf`` methods also added to
`scipy.stats.gumbel_r`
The ``sf`` method has been added to `scipy.stats.levy` and `scipy.stats.levy_l`
for improved precision.
`scipy.stats.binned_statistic_dd` performance improvements for the following
computed statistics: ``max``, ``min``, ``median``, and ``std``.
We gratefully acknowledge the Chan-Zuckerberg Initiative Essential Open Source
Software for Science program for supporting many of these improvements to
`scipy.stats`.
Deprecated features
================
`scipy.spatial` changes
-------------------------------
Calling ``KDTree.query`` with ``k=None`` to find all neighbours is deprecated.
Use ``KDTree.query_ball_point`` instead.
``distance.wminkowski`` was deprecated; use ``distance.minkowski`` and supply
weights with the ``w`` keyword instead.
Backwards incompatible changes
==========================
`scipy` changes
---------------------
Using `scipy.fft` as a function aliasing ``numpy.fft.fft`` was removed after
being deprecated in SciPy ``1.4.0``. As a result, the `scipy.fft` submodule
must be explicitly imported now, in line with other SciPy subpackages.
`scipy.signal` changes
-------------------------------
The output of ``decimate``, ``lfilter_zi``, ``lfiltic``, ``sos2tf``, and
``sosfilt_zi`` have been changed to match ``numpy.result_type`` of their inputs.
The window function ``slepian`` was removed. It had been deprecated since SciPy
``1.1``.
`scipy.spatial` changes
-------------------------------
``cKDTree.query`` now returns 64-bit rather than 32-bit integers on Windows,
making behaviour consistent between platforms (PR gh-12673).
`scipy.stats` changes
-----------------------------
The ``frechet_l`` and ``frechet_r`` distributions were removed. They were
deprecated since SciPy ``1.0``.
Other changes
=============
``setup_requires`` was removed from ``setup.py``. This means that users
invoking ``python setup.py install`` without having numpy already installed
will now get an error, rather than having numpy installed for them via
``easy_install``. This install method was always fragile and problematic, users
are encouraged to use ``pip`` when installing from source.
- Fixed a bug in `scipy.optimize.dual_annealing` ``accept_reject`` calculation
that caused uphill jumps to be accepted less frequently.
- The time required for (un)pickling of `scipy.stats.rv_continuous`,
`scipy.stats.rv_discrete`, and `scipy.stats.rv_frozen` has been significantly
reduced (gh12550). Inheriting subclasses should note that ``__setstate__`` no
longer calls ``__init__`` upon unpickling.
Authors
=======
* @endolith
* @vkk800
* aditya +
* George Bateman +
* Christoph Baumgarten
* Peter Bell
* Tobias Biester +
* Keaton J. Burns +
* Evgeni Burovski
* Rüdiger Busche +
* Matthias Bussonnier
* Dominic C +
* Corallus Caninus +
* CJ Carey
* Thomas A Caswell
* chapochn +
* Lucía Cheung
* Zach Colbert +
* Coloquinte +
* Yannick Copin +
* Devin Crowley +
* Terry Davis +
* Michaël Defferrard +
* devonwp +
* Didier +
* divenex +
* Thomas Duvernay +
* Eoghan O'Connell +
* Gökçen Eraslan
* Kristian Eschenburg +
* Ralf Gommers
* Thomas Grainger +
* GreatV +
* Gregory Gundersen +
* h-vetinari +
* Matt Haberland
* Mark Harfouche +
* He He +
* Alex Henrie
* Chun-Ming Huang +
* Martin James McHugh III +
* Alex Izvorski +
* Joey +
* ST John +
* Jonas Jonker +
* Julius Bier Kirkegaard
* Marcin Konowalczyk +
* Konrad0
* Sam Van Kooten +
* Sergey Koposov +
* Peter Mahler Larsen
* Eric Larson
* Antony Lee
* Gregory R. Lee
* Loïc Estève
* Jean-Luc Margot +
* MarkusKoebis +
* Nikolay Mayorov
* G. D. McBain
* Andrew McCluskey +
* Nicholas McKibben
* Sturla Molden
* Denali Molitor +
* Eric Moore
* Shashaank N +
* Prashanth Nadukandi +
* nbelakovski +
* Andrew Nelson
* Nick +
* Nikola Forró +
* odidev
* ofirr +
* Sambit Panda
* Dima Pasechnik
* Tirth Patel +
* Matti Picus
* Paweł Redzyński +
* Vladimir Philipenko +
* Philipp Thölke +
* Ilhan Polat
* Eugene Prilepin +
* Vladyslav Rachek
* Ram Rachum +
* Tyler Reddy
* Martin Reinecke +
* Simon Segerblom Rex +
* Lucas Roberts
* Benjamin Rowell +
* Eli Rykoff +
* Atsushi Sakai
* Moritz Schulte +
* Daniel B. Smith
* Steve Smith +
* Jan Soedingrekso +
* Victor Stinner +
* Jose Storopoli +
* Diana Sukhoverkhova +
* Søren Fuglede Jørgensen
* taoky +
* Mike Taves +
* Ian Thomas +
* Will Tirone +
* Frank Torres +
* Seth Troisi
* Ronald van Elburg +
* Hugo van Kemenade
* Paul van Mulbregt
* Saul Ivan Rivas Vega +
* Pauli Virtanen
* Jan Vleeshouwers
* Samuel Wallan
* Warren Weckesser
* Ben West +
* Eric Wieser
* WillTirone +
* Levi John Wolf +
* Zhiqing Xiao
* Rory Yorke +
* Yun Wang (Maigo) +
* Egor Zemlyanoy +
* ZhihuiChen0903 +
* Jacob Zhong +
A total of 122 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 1.6.0
-------------------------------
* `#1323 https://github.com/scipy/scipy/issues/1323`__: ndimage.shift destroys data from edges (Trac #796)
* `#1892 https://github.com/scipy/scipy/issues/1892`__: using rptfile= with an existing file causes a Fortran runtime...
* `#1903 https://github.com/scipy/scipy/issues/1903`__: ndimage.rotate misses some values (Trac #1378)
* `#1930 https://github.com/scipy/scipy/issues/1930`__: scipy.io.wavfile should be able to read 24 bit signed wave (Trac...
* `#3158 https://github.com/scipy/scipy/issues/3158`__: Odd casting behaviour of signal.filtfilt
* `#3203 https://github.com/scipy/scipy/issues/3203`__: interpolation.zoom incorrect output for certain cases
* `#3645 https://github.com/scipy/scipy/issues/3645`__: BUG: stats: mstats.pearsonr calculation is wrong if the masks...
* `#3665 https://github.com/scipy/scipy/issues/3665`__: Return Bunch objects from stats functions
* `#4922 https://github.com/scipy/scipy/issues/4922`__: unexpected zero output values from zoom
* `#5202 https://github.com/scipy/scipy/issues/5202`__: BUG: stats: Spurious warnings from the pdf method of several...
* `#5223 https://github.com/scipy/scipy/issues/5223`__: Zoom does not return the same values when resizing a sub-array...
* `#5396 https://github.com/scipy/scipy/issues/5396`__: scipy.spatial.distance.pdist documention bug
* `#5489 https://github.com/scipy/scipy/issues/5489`__: ValueError: failed to create intent(cache|hide)|optional array--...
* `#6096 https://github.com/scipy/scipy/issues/6096`__: loadmat drops dtype of empty arrays when squeeze_me=True
* `#6713 https://github.com/scipy/scipy/issues/6713`__: sicpy.ndimage.zoom returns artefacts and boundaries in some cases
* `#7125 https://github.com/scipy/scipy/issues/7125`__: Impossible to know number of dimensions in c function used by...
* `#7324 https://github.com/scipy/scipy/issues/7324`__: scipy.ndimage.zoom bad interpolation when downsampling (zoom...
* `#8131 https://github.com/scipy/scipy/issues/8131`__: BUG: geometric_transform wrap mode possible bug
* `#8163 https://github.com/scipy/scipy/issues/8163`__: LSMR fails on some random values when providing an x0
* `#8210 https://github.com/scipy/scipy/issues/8210`__: Why should I choose order > 1 for scipy.ndimage.zoom?
* `#8465 https://github.com/scipy/scipy/issues/8465`__: Unexpected behavior with reflect mode of ndimage.rotate
* `#8776 https://github.com/scipy/scipy/issues/8776`__: cdist behavior with Minkowsky and np.inf
* `#9168 https://github.com/scipy/scipy/issues/9168`__: documentation of pearson3 in scipy.stats unclear
* `#9223 https://github.com/scipy/scipy/issues/9223`__: Faster implementation of scipy.sparse.block_diag
* `#9476 https://github.com/scipy/scipy/issues/9476`__: Invalid index in signal.medfilt2d's QUICK_SELECT
* `#9857 https://github.com/scipy/scipy/issues/9857`__: scipy.odr.Output.sd_beta is not standard error
* `#9865 https://github.com/scipy/scipy/issues/9865`__: Strange behavior of \`ndimage.shift\` and \`ndimage.affine_transform\`
* `#10042 https://github.com/scipy/scipy/issues/10042`__: Consider support for multivariate student-t distribution?
* `#10134 https://github.com/scipy/scipy/issues/10134`__: gausshyper distribution accepts invalid parameters
* `#10179 https://github.com/scipy/scipy/issues/10179`__: str+bytes concatenation error in test_lapack.py
* `#10216 https://github.com/scipy/scipy/issues/10216`__: cKDTree.query_ball_point speed regression
* `#10463 https://github.com/scipy/scipy/issues/10463`__: ENH: vectorize scipy.fft for more CPU architectures
* `#10593 https://github.com/scipy/scipy/issues/10593`__: Rename \`sum\` ndimage function
* `#10595 https://github.com/scipy/scipy/issues/10595`__: scipy.stats.ttest_1samp should support alternative hypothesis
* `#10610 https://github.com/scipy/scipy/issues/10610`__: ndimage.interpolation.spline_filter1d default value of mode
* `#10620 https://github.com/scipy/scipy/issues/10620`__: ndimage.interpolation.zoom() option to work like skimage.transform.resize()
* `#10711 https://github.com/scipy/scipy/issues/10711`__: Array Shapes Not Aligned Bug in scipy.optimize._lsq.lsq_linear.py
* `#10782 https://github.com/scipy/scipy/issues/10782`__: BUG: optimize: methods unknown to \`scipy.optimize.show_options\`
* `#10892 https://github.com/scipy/scipy/issues/10892`__: Possible typo in an equation of optimize/dual_annealing
* `#11020 https://github.com/scipy/scipy/issues/11020`__: signal.fftconvolve return a tuple including lag information
* `#11093 https://github.com/scipy/scipy/issues/11093`__: scipy.interpolate.interp1d can not handle datetime64
* `#11170 https://github.com/scipy/scipy/issues/11170`__: Use manylinux2014 to get aarch64/ppc64le support
* `#11186 https://github.com/scipy/scipy/issues/11186`__: BUG: stats: pearson3 CDF and SF functions incorrect when skew...
* `#11366 https://github.com/scipy/scipy/issues/11366`__: DeprecationWarning due to invalid escape sequences
* `#11403 https://github.com/scipy/scipy/issues/11403`__: Optimize raises "ValueError: \`x0\` violates bound constraints"...
* `#11558 https://github.com/scipy/scipy/issues/11558`__: ENH: IIR comb filter
* `#11559 https://github.com/scipy/scipy/issues/11559`__: BUG: iirdesign doesn't fail for frequencies above Nyquist
* `#11567 https://github.com/scipy/scipy/issues/11567`__: scipy.signal.iirdesign doesn't check consistency of wp and ws...
* `#11654 https://github.com/scipy/scipy/issues/11654`__: ENH: Add Negative Hypergeometric Distribution
* `#11720 https://github.com/scipy/scipy/issues/11720`__: BUG: stats: wrong shape from median_absolute_deviation for arrays...
* `#11746 https://github.com/scipy/scipy/issues/11746`__: BUG: stats: pearson3 returns size 1 arrays where other distributions...
* `#11756 https://github.com/scipy/scipy/issues/11756`__: Improve and fix \*Spline docstrings and code
* `#11758 https://github.com/scipy/scipy/issues/11758`__: BUG: of scipy.interpolate.CubicSpline when \`bc_type' is set...
* `#11925 https://github.com/scipy/scipy/issues/11925`__: MAINT: remove character encoding check in CI?
* `#11963 https://github.com/scipy/scipy/issues/11963`__: Test failures - TestLinprogIPSparseCholmod
* `#12102 https://github.com/scipy/scipy/issues/12102`__: incorrect first moment of non central t-distribution
* `#12113 https://github.com/scipy/scipy/issues/12113`__: scipy.stats.poisson docs for rate = 0
* `#12152 https://github.com/scipy/scipy/issues/12152`__: ENH: signal.gauss_spline should accept a list
* `#12157 https://github.com/scipy/scipy/issues/12157`__: BUG: Iteration index initialisation is wrong in scipy.optimize.linesearch.scalar_search_wolfe2
* `#12162 https://github.com/scipy/scipy/issues/12162`__: Storing Rotation object in NumPy array returns an array with...
* `#12176 https://github.com/scipy/scipy/issues/12176`__: cannot modify the slice of an array returned by \`wavfile.read\`
* `#12190 https://github.com/scipy/scipy/issues/12190`__: retrieve leave colors from dendrogram
* `#12196 https://github.com/scipy/scipy/issues/12196`__: PERF: scipy.linalg.pinv is very slow compared to numpy.linalg.pinv
* `#12222 https://github.com/scipy/scipy/issues/12222`__: Interpolating categorical data (interp1d)
* `#12231 https://github.com/scipy/scipy/issues/12231`__: Is the p-value of the Kruskal-Wallis test two-sided?
* `#12249 https://github.com/scipy/scipy/issues/12249`__: ENH: least_squares: should not re-instanciate csr_matrix if already...
* `#12264 https://github.com/scipy/scipy/issues/12264`__: DOC: optimize: linprog method-specific function signature
* `#12290 https://github.com/scipy/scipy/issues/12290`__: DOC: Convex Hull areas are actually perimeters for 2-dimensional...
* `#12308 https://github.com/scipy/scipy/issues/12308`__: integrate.solve_ivp with DOP853 method fails when yDot = 0
* `#12326 https://github.com/scipy/scipy/issues/12326`__: BUG: stats.exponnorm.pdf returns 0 for small K
* `#12337 https://github.com/scipy/scipy/issues/12337`__: scipy.sparse.linalg.eigsh documentation is misleading
* `#12339 https://github.com/scipy/scipy/issues/12339`__: scipy.io.wavfile.write documentation has wrong example
* `#12340 https://github.com/scipy/scipy/issues/12340`__: sparse.lil_matrix.tocsr() fails silently on matrices with nzn...
* `#12350 https://github.com/scipy/scipy/issues/12350`__: Create a 2-parameter version of the gamma distribution
* `#12369 https://github.com/scipy/scipy/issues/12369`__: scipy.signal.correlate has an error in the documentation, examples...
* `#12373 https://github.com/scipy/scipy/issues/12373`__: interp1d returns incorrect values for step functions
* `#12378 https://github.com/scipy/scipy/issues/12378`__: interpolate.NearestNDInterpolator.__call__ & LinearNDInterpolator.__call__...
* `#12411 https://github.com/scipy/scipy/issues/12411`__: scipy.stats.spearmanr mishandles nan variables with "propogate"
* `#12413 https://github.com/scipy/scipy/issues/12413`__: DOC: Remove the "Basic functions" section from the SciPy tutorial.
* `#12415 https://github.com/scipy/scipy/issues/12415`__: scipy.stats.dirichlet documentation issue
* `#12419 https://github.com/scipy/scipy/issues/12419`__: least_squares ValueError with 'lm' method - regression from 1.4.1...
* `#12431 https://github.com/scipy/scipy/issues/12431`__: Request for Python wrapper for LAPACK's ?pptrf (Cholesky factorization...
* `#12458 https://github.com/scipy/scipy/issues/12458`__: spearmanr with entire NaN columns produces errors
* `#12477 https://github.com/scipy/scipy/issues/12477`__: WIP: Addition of MLE for stats.invgauss/wald
* `#12483 https://github.com/scipy/scipy/issues/12483`__: reading .wav fails when the file is too big on python 3.6.0
* `#12490 https://github.com/scipy/scipy/issues/12490`__: BUG: stats: logistic and genlogistic logpdf overflow for large...
* `#12499 https://github.com/scipy/scipy/issues/12499`__: LinearNDInterpolator raises ValueError when value array has writeable=False...
* `#12523 https://github.com/scipy/scipy/issues/12523`__: Wrong key in __odrpack.c
* `#12547 https://github.com/scipy/scipy/issues/12547`__: typo in scipy/cluster/_hierarchy.pyx
* `#12549 https://github.com/scipy/scipy/issues/12549`__: DOC: least_squares return type is poorly formatted.
* `#12578 https://github.com/scipy/scipy/issues/12578`__: TST: test_bounds_infeasible_2 failing on wheels repo cron jobs
* `#12585 https://github.com/scipy/scipy/issues/12585`__: ENH: Add Multivariate Hypergeometric Distribution
* `#12604 https://github.com/scipy/scipy/issues/12604`__: unintuitive conversion in \`scipy.constants.lambda2nu\`
* `#12606 https://github.com/scipy/scipy/issues/12606`__: DOC: Invalid syntax in example.
* `#12665 https://github.com/scipy/scipy/issues/12665`__: List of possible bugs found by automated code analysis
* `#12696 https://github.com/scipy/scipy/issues/12696`__: scipy.optimize.fminbound, numpy depreciation warning Creating...
* `#12699 https://github.com/scipy/scipy/issues/12699`__: TestProjections.test_iterative_refinements_dense failure
* `#12701 https://github.com/scipy/scipy/issues/12701`__: TestDifferentialEvolutionSolver::test_L4 failing
* `#12719 https://github.com/scipy/scipy/issues/12719`__: Misleading scipy.signal.get_window() docstring with 'exponential'...
* `#12740 https://github.com/scipy/scipy/issues/12740`__: circstd doesn't handle R = hypot(S, C) > 1
* `#12749 https://github.com/scipy/scipy/issues/12749`__: ENH: interp1d Matlab compatibility
* `#12773 https://github.com/scipy/scipy/issues/12773`__: Meta-issue: ndimage spline boundary handling (NumFOCUS proposal)
* `#12813 https://github.com/scipy/scipy/issues/12813`__: optimize.root(method="krylov") fails if options["tol_norm"] expects...
* `#12815 https://github.com/scipy/scipy/issues/12815`__: stats.zscore inconsistent behavior when all values are the same
* `#12840 https://github.com/scipy/scipy/issues/12840`__: scipy.signal.windows.dpss docstring typo
* `#12874 https://github.com/scipy/scipy/issues/12874`__: Rotation.random vs stats.special_ortho_group
* `#12881 https://github.com/scipy/scipy/issues/12881`__: FFT - documentation - examples - linspace construction
* `#12904 https://github.com/scipy/scipy/issues/12904`__: BUG: parsing in loadarff()
* `#12917 https://github.com/scipy/scipy/issues/12917`__: GitHub Actions nightly build triggered on forks
* `#12919 https://github.com/scipy/scipy/issues/12919`__: BUG: numerical precision, use gammaln in nct.mean
* `#12924 https://github.com/scipy/scipy/issues/12924`__: Rename Sample Based Integration Methods to Comply with Code of...
* `#12940 https://github.com/scipy/scipy/issues/12940`__: Should the minimum numpy for AIX be bumped to 1.16.5
* `#12951 https://github.com/scipy/scipy/issues/12951`__: A possible typo in scipy.stats.weightedtau
* `#12952 https://github.com/scipy/scipy/issues/12952`__: [Documentation question] Would it be more precise to specify...
* `#12970 https://github.com/scipy/scipy/issues/12970`__: Documentation presents second order sections as the correct choice...
* `#12982 https://github.com/scipy/scipy/issues/12982`__: Calculate standard error of the intercept in linregress
* `#12985 https://github.com/scipy/scipy/issues/12985`__: Possible wrong link in scipy.stats.wilcoxon doc
* `#12991 https://github.com/scipy/scipy/issues/12991`__: least_squares broken with float32
* `#13001 https://github.com/scipy/scipy/issues/13001`__: \`OptimizeResult.message\` from \`L-BFGS-B\` is a bytes, not...
* `#13030 https://github.com/scipy/scipy/issues/13030`__: BUG: lint_diff.py still fails for backport PRs
* `#13077 https://github.com/scipy/scipy/issues/13077`__: CI: codecov proper patch diffs
* `#13085 https://github.com/scipy/scipy/issues/13085`__: Build failing on main branch after HiGHS solver merge
* `#13088 https://github.com/scipy/scipy/issues/13088`__: BLD, BUG: wheel builds failure with HiGHS/optimize
* `#13099 https://github.com/scipy/scipy/issues/13099`__: Wrong output format for empty sparse results of kron
* `#13108 https://github.com/scipy/scipy/issues/13108`__: TST, CI: GitHub Actions MacOS Failures
* `#13111 https://github.com/scipy/scipy/issues/13111`__: BUG, DOC: refguide check is failing
* `#13127 https://github.com/scipy/scipy/issues/13127`__: ODR output file writing broken in conda env with system compilers
* `#13134 https://github.com/scipy/scipy/issues/13134`__: FromTravis migration tracker
* `#13140 https://github.com/scipy/scipy/issues/13140`__: BUG: signal: \`ss2tf\` incorrectly truncates output to integers.
* `#13179 https://github.com/scipy/scipy/issues/13179`__: CI: lint is failing because of output to stderr
* `#13182 https://github.com/scipy/scipy/issues/13182`__: Key appears twice in \`test_optimize.test_show_options\`
* `#13191 https://github.com/scipy/scipy/issues/13191`__: \`scipy.linalg.lapack.dgesjv\` overwrites original arrays if...
* `#13207 https://github.com/scipy/scipy/issues/13207`__: TST: Erratic test failure in test_cossin_separate
* `#13221 https://github.com/scipy/scipy/issues/13221`__: BUG: pavement.py glitch
* `#13239 https://github.com/scipy/scipy/issues/13239`__: Segmentation fault with \`eigh(..., driver="evx")\` for 10x10...
* `#13248 https://github.com/scipy/scipy/issues/13248`__: ndimage: improper cval handling for complex-valued inputs
Pull requests for 1.6.0
------------------------------
* `#8032 https://github.com/scipy/scipy/pull/8032`__: ENH: Add in taylor window common in Radar processing
* `#8779 https://github.com/scipy/scipy/pull/8779`__: CI: Run benchmarks
* `#9361 https://github.com/scipy/scipy/pull/9361`__: ENH: Add Kendall's tau-a and tau-c variants to scipy.stats.kendalltau()
* `#11068 https://github.com/scipy/scipy/pull/11068`__: ENH: Adds correlation_lags function to scipy.signal
* `#11119 https://github.com/scipy/scipy/pull/11119`__: ENH: add Cramer-von-Mises (one-sample) test to scipy.stats
* `#11249 https://github.com/scipy/scipy/pull/11249`__: ENH: optimize: interpolative decomposition redundancy removal...
* `#11346 https://github.com/scipy/scipy/pull/11346`__: ENH: add fast toeplitz matrix multiplication using FFT
* `#11413 https://github.com/scipy/scipy/pull/11413`__: ENH: Multivariate t-distribution (stale)
* `#11563 https://github.com/scipy/scipy/pull/11563`__: ENH: exact p-value in stats.kendalltau() for sample sizes > 171
* `#11691 https://github.com/scipy/scipy/pull/11691`__: ENH: add a stack of reversal functions to linprog
* `#12043 https://github.com/scipy/scipy/pull/12043`__: ENH: optimize: add HiGHS methods to linprog - continued
* `#12061 https://github.com/scipy/scipy/pull/12061`__: Check parameter consistensy in signal.iirdesign
* `#12067 https://github.com/scipy/scipy/pull/12067`__: MAINT: Cleanup OLDAPI in ndimage/src/_ctest.c
* `#12069 https://github.com/scipy/scipy/pull/12069`__: DOC: Add developer guidelines for implementing the nan_policy...
* `#12077 https://github.com/scipy/scipy/pull/12077`__: MAINT: malloc return value checks for cython
* `#12080 https://github.com/scipy/scipy/pull/12080`__: MAINT: Remove suppress_warnings
* `#12085 https://github.com/scipy/scipy/pull/12085`__: ENH: special: support ILP64 Lapack
* `#12086 https://github.com/scipy/scipy/pull/12086`__: MAINT: Cleanup PyMODINIT_FUNC used during 2to3
* `#12097 https://github.com/scipy/scipy/pull/12097`__: ENH: stats: override stats.rayleigh.fit with analytical MLE
* `#12112 https://github.com/scipy/scipy/pull/12112`__: DOC: Improve integrate.nquad docstring
* `#12125 https://github.com/scipy/scipy/pull/12125`__: TST: Add a test for stats.gmean with negative input
* `#12139 https://github.com/scipy/scipy/pull/12139`__: TST: Reduce flakiness in lsmr test
* `#12142 https://github.com/scipy/scipy/pull/12142`__: DOC: add a note in poisson distribution when mu=0 and k=0 in...
* `#12144 https://github.com/scipy/scipy/pull/12144`__: DOC: Update ndimage.morphology.distance_transform\*
* `#12154 https://github.com/scipy/scipy/pull/12154`__: ENH: scipy.signal: allow lists in gauss_spline
* `#12170 https://github.com/scipy/scipy/pull/12170`__: ENH: scipy.stats: add negative hypergeometric distribution
* `#12177 https://github.com/scipy/scipy/pull/12177`__: MAINT: Correctly add input line to ValueError
* `#12183 https://github.com/scipy/scipy/pull/12183`__: ENH: Use fromfile where possible
* `#12186 https://github.com/scipy/scipy/pull/12186`__: MAINT: generalize tests in SphericalVoronoi
* `#12198 https://github.com/scipy/scipy/pull/12198`__: TST: Fix str + bytes error
* `#12199 https://github.com/scipy/scipy/pull/12199`__: ENH: match np.result_type behaviour in some scipy.signal functions
* `#12200 https://github.com/scipy/scipy/pull/12200`__: ENH: add FIR and IIR gammatone filters to scipy.signal
* `#12204 https://github.com/scipy/scipy/pull/12204`__: ENH: Add overwrite argument for odr.ODR() and its test.
* `#12206 https://github.com/scipy/scipy/pull/12206`__: MAINT:lstsq: Switch to tranposed problem if the array is tall
* `#12208 https://github.com/scipy/scipy/pull/12208`__: wavfile bugfixes and maintenance
* `#12214 https://github.com/scipy/scipy/pull/12214`__: DOC: fix docstring of "sd_beta" of odr.Output.
* `#12234 https://github.com/scipy/scipy/pull/12234`__: MAINT: prevent divide by zero warnings in scipy.optimize BFGS...
* `#12235 https://github.com/scipy/scipy/pull/12235`__: REL: set version to 1.6.0.dev0
* `#12237 https://github.com/scipy/scipy/pull/12237`__: BUG: Fix exit condition for QUICK_SELECT pivot
* `#12242 https://github.com/scipy/scipy/pull/12242`__: ENH: Rename ndimage.sum to ndimage.sum_labels (keep sum as alias)
* `#12243 https://github.com/scipy/scipy/pull/12243`__: EHN: Update SuperLU
* `#12244 https://github.com/scipy/scipy/pull/12244`__: MAINT: stats: avoid spurious warnings in ncx2.pdf
* `#12245 https://github.com/scipy/scipy/pull/12245`__: DOC: Fixed incorrect default for mode in scipy.ndimage.spline_filter1d
* `#12248 https://github.com/scipy/scipy/pull/12248`__: MAINT: clean up pavement.py
* `#12250 https://github.com/scipy/scipy/pull/12250`__: ENH: Replaced csr_matrix() by tocsr() and complemented docstring
* `#12253 https://github.com/scipy/scipy/pull/12253`__: TST, CI: turn on codecov patch diffs
* `#12259 https://github.com/scipy/scipy/pull/12259`__: MAINT: Remove duplicated test for import cycles
* `#12263 https://github.com/scipy/scipy/pull/12263`__: ENH: Rename LocalSearchWrapper bounds
* `#12265 https://github.com/scipy/scipy/pull/12265`__: BUG optimize: Accept np.matrix in lsq_linear
* `#12266 https://github.com/scipy/scipy/pull/12266`__: BUG: Fix paren error in dual annealing accept_reject calculation
* `#12269 https://github.com/scipy/scipy/pull/12269`__: MAINT: Included mismatched shapes in error messages.
* `#12279 https://github.com/scipy/scipy/pull/12279`__: MAINT: \`__array__\` and array protocols cannot be used in sparse.
* `#12281 https://github.com/scipy/scipy/pull/12281`__: DOC: update wheel DL docs
* `#12283 https://github.com/scipy/scipy/pull/12283`__: ENH: odr: ILP64 Blas support in ODR
* `#12284 https://github.com/scipy/scipy/pull/12284`__: ENH: linalg: support for ILP64 BLAS/LAPACK in f2py wrappers
* `#12286 https://github.com/scipy/scipy/pull/12286`__: ENH: Cythonize scipy.spatial.transform.Rotation
* `#12287 https://github.com/scipy/scipy/pull/12287`__: ENH: Read arbitrary bit depth (including 24-bit) WAVs
* `#12292 https://github.com/scipy/scipy/pull/12292`__: BLD: fix musl compilation
* `#12293 https://github.com/scipy/scipy/pull/12293`__: MAINT: Fix a DeprecationWarning in validate_runtests_log.py.
* `#12296 https://github.com/scipy/scipy/pull/12296`__: DOC: Clarify area/volume in scipy.spatial.ConvexHull docstrings
* `#12302 https://github.com/scipy/scipy/pull/12302`__: CI: Run travis builds on master to keep cache up to date
* `#12305 https://github.com/scipy/scipy/pull/12305`__: TST: Cleanup print statements in tests
* `#12323 https://github.com/scipy/scipy/pull/12323`__: ENH: Add a Bunch-like class to use as a backwards compatible...
* `#12324 https://github.com/scipy/scipy/pull/12324`__: BUG: io: Fix an error that occurs when attempting to raise a...
* `#12327 https://github.com/scipy/scipy/pull/12327`__: DOC: clarify docstrings of \`query_ball_tree\` and \`query_pairs\`
* `#12334 https://github.com/scipy/scipy/pull/12334`__: PERF: Improve cKDTree.query_ball_point constant time cython overhead
* `#12338 https://github.com/scipy/scipy/pull/12338`__: DOC: improve consistency and clarity of docs in linalg and sparse/linalg
* `#12341 https://github.com/scipy/scipy/pull/12341`__: DOC: add Examples for KDTree query_ball_tree and query_pairs
* `#12343 https://github.com/scipy/scipy/pull/12343`__: DOC: add examples for special.eval_legendre()
* `#12349 https://github.com/scipy/scipy/pull/12349`__: BUG: avoid overflow in sum() for 32-bit systems
* `#12351 https://github.com/scipy/scipy/pull/12351`__: DOC: Fix example wavfile to be 16bit
* `#12352 https://github.com/scipy/scipy/pull/12352`__: [BUG] Consider 0/0 division in DOP853 error estimation
* `#12353 https://github.com/scipy/scipy/pull/12353`__: Fix exception causes in vq.py
* `#12354 https://github.com/scipy/scipy/pull/12354`__: MAINT: Cleanup unneeded void\* cast in setlist.pxd
* `#12355 https://github.com/scipy/scipy/pull/12355`__: TST: Remove hack for old win-amd64 bug
* `#12356 https://github.com/scipy/scipy/pull/12356`__: ENH: Faster implementation of scipy.sparse.block_diag (#9411...
* `#12357 https://github.com/scipy/scipy/pull/12357`__: MAINT,TST: update and run scipy/special/utils/convert.py
* `#12358 https://github.com/scipy/scipy/pull/12358`__: TST: Check mstat.skewtest pvalue
* `#12359 https://github.com/scipy/scipy/pull/12359`__: TST: Sparse matrix test with int64 indptr and indices
* `#12363 https://github.com/scipy/scipy/pull/12363`__: DOC: ref. in CloughTocher2DInterpolator
* `#12364 https://github.com/scipy/scipy/pull/12364`__: DOC: \`sparse_distance_matrix\` and \`count_neighbors\` examples
* `#12371 https://github.com/scipy/scipy/pull/12371`__: MAINT, CI: bump to latest stable OpenBLAS
* `#12372 https://github.com/scipy/scipy/pull/12372`__: MAINT: Minor cleanup of (c)KDTree tests
* `#12374 https://github.com/scipy/scipy/pull/12374`__: DEP: Deprecate \`distance.wminkowski\`
* `#12375 https://github.com/scipy/scipy/pull/12375`__: ENH: Add fast path for minkowski distance with p=1,2 and support...
* `#12376 https://github.com/scipy/scipy/pull/12376`__: Fix exception causes in most of the codebase
* `#12377 https://github.com/scipy/scipy/pull/12377`__: DOC: Quick fix - adds newline to correlation_lags docstring Examples...
* `#12381 https://github.com/scipy/scipy/pull/12381`__: BENCH: remove obsolete goal_time param
* `#12382 https://github.com/scipy/scipy/pull/12382`__: ENH: Replace KDTree with a thin wrapper over cKDTree
* `#12385 https://github.com/scipy/scipy/pull/12385`__: DOC: improve docstrings of interpolate.NearestNDInterpolator.__call__...
* `#12387 https://github.com/scipy/scipy/pull/12387`__: DOC/STY: add example to scipy.signal.correlate
* `#12393 https://github.com/scipy/scipy/pull/12393`__: CI: Replace the existing check for non-ASCII characters with...
* `#12394 https://github.com/scipy/scipy/pull/12394`__: CI: arm64 numpy now available
* `#12395 https://github.com/scipy/scipy/pull/12395`__: ENH: improve stats.binned_statistic_dd performance
* `#12396 https://github.com/scipy/scipy/pull/12396`__: DOC, MAINT: forward port 1.5.0 relnotes
* `#12398 https://github.com/scipy/scipy/pull/12398`__: API: Disable len() and indexing of Rotation instances with single...
* `#12399 https://github.com/scipy/scipy/pull/12399`__: MAINT: Replace some Unicode dash-like chars with an ASCII hyphen.
* `#12402 https://github.com/scipy/scipy/pull/12402`__: update .mailmap
* `#12404 https://github.com/scipy/scipy/pull/12404`__: MAINT: io: Change the encoding comment of test_mio.py to utf-8.
* `#12416 https://github.com/scipy/scipy/pull/12416`__: CI: cache mingw, azure pipelines
* `#12427 https://github.com/scipy/scipy/pull/12427`__: BUG: logic error in loop unrolling (cKDTree)
* `#12432 https://github.com/scipy/scipy/pull/12432`__: DOC: Remove the "Basic functions" section from the SciPy tutorial.
* `#12434 https://github.com/scipy/scipy/pull/12434`__: ENH:linalg: Add LAPACK wrappers pptrf/pptrs/ppsv/pptri/ppcon
* `#12435 https://github.com/scipy/scipy/pull/12435`__: DOC: fix simplex math for scipy.stats.dirichlet documentation
* `#12439 https://github.com/scipy/scipy/pull/12439`__: DOC: add API methods summary for NdPPoly
* `#12443 https://github.com/scipy/scipy/pull/12443`__: BUG: stats: Improve calculation of exponnorm.pdf
* `#12448 https://github.com/scipy/scipy/pull/12448`__: DOC: stats: Add "Examples" to the ansari docstring.
* `#12450 https://github.com/scipy/scipy/pull/12450`__: ENH: add \`leaves_color_list\` for cluster.dendrogram dictionary.
* `#12451 https://github.com/scipy/scipy/pull/12451`__: MAINT: remove "blacklist" terminology from code base
* `#12452 https://github.com/scipy/scipy/pull/12452`__: DOC: clarify the meaning of whitening for cluster.vq.whiten()
* `#12455 https://github.com/scipy/scipy/pull/12455`__: MAINT: clearer error message in setup.py
* `#12457 https://github.com/scipy/scipy/pull/12457`__: ENH: stats: override stats.pareto.fit with analytical MLE
* `#12460 https://github.com/scipy/scipy/pull/12460`__: check if column in spearman rho is entirely NaN or Inf
* `#12463 https://github.com/scipy/scipy/pull/12463`__: DOC: improve and clean up \*Spline docstrings in fitpack2.py
* `#12474 https://github.com/scipy/scipy/pull/12474`__: ENH: linalg: speedup _sqrtm_triu by moving tight loop to Cython
* `#12476 https://github.com/scipy/scipy/pull/12476`__: ENH: add IIR comb filter to scipy.signal
* `#12484 https://github.com/scipy/scipy/pull/12484`__: Fix documentation for minimize
* `#12486 https://github.com/scipy/scipy/pull/12486`__: DOC: add a note in poisson distribution when mu=0 and k=0 in...
* `#12491 https://github.com/scipy/scipy/pull/12491`__: MAINT: forward port 1.5.1 release notes
* `#12508 https://github.com/scipy/scipy/pull/12508`__: Fix exception causes all over the codebase
* `#12514 https://github.com/scipy/scipy/pull/12514`__: ENH: stats: override stats.invgauss.fit with analytical MLE
* `#12519 https://github.com/scipy/scipy/pull/12519`__: PERF: Avoid np.zeros when custom initialization is needed anyway
* `#12520 https://github.com/scipy/scipy/pull/12520`__: DOC: Minor RST section renaming.
* `#12521 https://github.com/scipy/scipy/pull/12521`__: MAINT: Remove unused imports
* `#12522 https://github.com/scipy/scipy/pull/12522`__: PERF: Get rid of unnececssary allocation in VarReader5.cread_fieldnames
* `#12524 https://github.com/scipy/scipy/pull/12524`__: DOC: special: Set Axes3D rect to avoid clipping labels in plot.
* `#12525 https://github.com/scipy/scipy/pull/12525`__: Fix large sparse nnz
* `#12526 https://github.com/scipy/scipy/pull/12526`__: DOC: Remove double section and too long header underline.
* `#12527 https://github.com/scipy/scipy/pull/12527`__: Improve error message for wrong interpolation type
* `#12530 https://github.com/scipy/scipy/pull/12530`__: Move redundant logic outside loop for conditional speedup in...
* `#12532 https://github.com/scipy/scipy/pull/12532`__: ENH: Add norm={"forward", "backward"} to \`scipy.fft\`
* `#12535 https://github.com/scipy/scipy/pull/12535`__: MAINT: Avoid sphinx deprecated aliases for SeeAlso and Only
* `#12540 https://github.com/scipy/scipy/pull/12540`__: BUG: fix odr.output.work_ind key bug and add its test.
* `#12541 https://github.com/scipy/scipy/pull/12541`__: ENH: add solver for minimum weight full bipartite matching
* `#12550 https://github.com/scipy/scipy/pull/12550`__: PERF: pickling speed of rv\*
* `#12551 https://github.com/scipy/scipy/pull/12551`__: DOC: fix typo in cluster/_hierarchy.pyx
* `#12552 https://github.com/scipy/scipy/pull/12552`__: CI: Cleanup travis pip installs
* `#12556 https://github.com/scipy/scipy/pull/12556`__: BUG: Fix problem with Scipy.integrate.solve_bvp for big problems
* `#12557 https://github.com/scipy/scipy/pull/12557`__: MAINT: Use extern templates to improve sparsetools compile time
* `#12558 https://github.com/scipy/scipy/pull/12558`__: MAINT: Remove hack to allow scipy.fft to act like a function
* `#12563 https://github.com/scipy/scipy/pull/12563`__: MAINT: Remove unused mu0 in special/orthogonal.py
* `#12564 https://github.com/scipy/scipy/pull/12564`__: DOC: fix return type docstring for least_squares
* `#12565 https://github.com/scipy/scipy/pull/12565`__: DOC: stats: respond to query about Kruskal-Wallis test being...
* `#12566 https://github.com/scipy/scipy/pull/12566`__: BUG: Interpolate: use stable sort
* `#12568 https://github.com/scipy/scipy/pull/12568`__: Updated documentation for as_quat
* `#12571 https://github.com/scipy/scipy/pull/12571`__: DEP: remove deprecated slepian window
* `#12573 https://github.com/scipy/scipy/pull/12573`__: DEP: remove \`frechet_l\` and \`frechet_r\`
* `#12575 https://github.com/scipy/scipy/pull/12575`__: BUG: stats: fix multinomial.pmf NaNs when params sum > 1
* `#12576 https://github.com/scipy/scipy/pull/12576`__: MAINT: remove warning from LSQSphereBivariateSpline
* `#12582 https://github.com/scipy/scipy/pull/12582`__: ENH: Multivariate t-distribution
* `#12587 https://github.com/scipy/scipy/pull/12587`__: ENH: speed up rvs of gengamma in scipy.stats
* `#12588 https://github.com/scipy/scipy/pull/12588`__: DOC: add Examples add see also sections for LinearNDInterpolator,...
* `#12597 https://github.com/scipy/scipy/pull/12597`__: ENH: Add single-sided p-values to t-tests
* `#12599 https://github.com/scipy/scipy/pull/12599`__: Small update to scipy FFT tutorial
* `#12600 https://github.com/scipy/scipy/pull/12600`__: ENH: disjoint set data structure
* `#12602 https://github.com/scipy/scipy/pull/12602`__: BUG: add const for Read-only views in interpnd.pyx
* `#12605 https://github.com/scipy/scipy/pull/12605`__: BUG: correct \`np.asanyarray\` use in \`scipy.constants.lambda2nu\`
* `#12610 https://github.com/scipy/scipy/pull/12610`__: MAINT: forward port 1.5.2 release notes
* `#12612 https://github.com/scipy/scipy/pull/12612`__: MAINT: stats: Use explicit keyword parameters instead of \`\*\*kwds\`.
* `#12616 https://github.com/scipy/scipy/pull/12616`__: DOC: make explicit docstring that interpolate.interp1d only accepts...
* `#12618 https://github.com/scipy/scipy/pull/12618`__: DOC: Minor doc formatting.
* `#12640 https://github.com/scipy/scipy/pull/12640`__: MAINT: stats: fix issues with scipy.stats.pearson3 docs, moment,...
* `#12647 https://github.com/scipy/scipy/pull/12647`__: TST: Add Boost ellipr[cdfgj]_data test data
* `#12648 https://github.com/scipy/scipy/pull/12648`__: DOC: Update special/utils/README with instructions
* `#12649 https://github.com/scipy/scipy/pull/12649`__: DOC: simplified pip quickstart guide
* `#12650 https://github.com/scipy/scipy/pull/12650`__: DOC: stats: Fix boxcox docstring: lambda can be negative.
* `#12655 https://github.com/scipy/scipy/pull/12655`__: DOC: update Steering Council members listed in governance docs
* `#12659 https://github.com/scipy/scipy/pull/12659`__: rv_sample expect bug
* `#12663 https://github.com/scipy/scipy/pull/12663`__: DOC: optimize: try to fix linprog method-specific documentation
* `#12664 https://github.com/scipy/scipy/pull/12664`__: BUG: stats: Fix logpdf with large negative values for logistic...
* `#12666 https://github.com/scipy/scipy/pull/12666`__: MAINT: Fixes from static analysis
* `#12667 https://github.com/scipy/scipy/pull/12667`__: ENH: Adding Modified Rodrigues Parameters to the Rotation class
* `#12670 https://github.com/scipy/scipy/pull/12670`__: DOC: Update documentation for Gamma distribution
* `#12673 https://github.com/scipy/scipy/pull/12673`__: API: Unconditionally return np.intp from cKDTree.query
* `#12677 https://github.com/scipy/scipy/pull/12677`__: MAINT: Add Autogenerated notice to ufuncs.pyi
* `#12682 https://github.com/scipy/scipy/pull/12682`__: MAINT: Remove _util._valarray
* `#12688 https://github.com/scipy/scipy/pull/12688`__: MAINT: add f2py-generated scipy.integrate files to .gitignore
* `#12689 https://github.com/scipy/scipy/pull/12689`__: BENCH: simplify benchmark setup, remove benchmarks/run.py
* `#12694 https://github.com/scipy/scipy/pull/12694`__: scipy/stats: Add laplace_asymmetric continuous distribution
* `#12695 https://github.com/scipy/scipy/pull/12695`__: DOC: update Ubuntu quickstart; conda compilers now work!
* `#12698 https://github.com/scipy/scipy/pull/12698`__: MAINT: Replace np.max with np.maximum
* `#12700 https://github.com/scipy/scipy/pull/12700`__: TST: bump test precision for constrained trustregion test
* `#12702 https://github.com/scipy/scipy/pull/12702`__: TST: bump test tolerance for \`DifferentialEvolutionSolver.test_L4\`
* `#12703 https://github.com/scipy/scipy/pull/12703`__: BUG: Improve input validation for sepfir2d
* `#12708 https://github.com/scipy/scipy/pull/12708`__: MAINT: fix a typo in scipy.sparse
* `#12709 https://github.com/scipy/scipy/pull/12709`__: BUG: bvls can fail catastrophically to converge
* `#12711 https://github.com/scipy/scipy/pull/12711`__: MAINT: Use platform.python_implementation to determine IS_PYPY
* `#12713 https://github.com/scipy/scipy/pull/12713`__: TST: Fix flaky test_lgmres
* `#12716 https://github.com/scipy/scipy/pull/12716`__: DOC: add examples and tutorial links for interpolate functions...
* `#12717 https://github.com/scipy/scipy/pull/12717`__: DOC: Fix Issue #5396
* `#12725 https://github.com/scipy/scipy/pull/12725`__: ENH: Support complex-valued images and kernels for many ndimage...
* `#12729 https://github.com/scipy/scipy/pull/12729`__: DEP: remove setup_requires
* `#12732 https://github.com/scipy/scipy/pull/12732`__: BENCH: skip benchmarks instead of hiding them when SCIPY_XSLOW=0
* `#12734 https://github.com/scipy/scipy/pull/12734`__: CI: Don't ignore line-length in the lint_diff check.
* `#12736 https://github.com/scipy/scipy/pull/12736`__: DOC: Fix signal.windows.get_window() 'exponential' docstring
* `#12737 https://github.com/scipy/scipy/pull/12737`__: ENH: stats: override stats.gumbel_r.fit and stats.gumbel_l.fit...
* `#12738 https://github.com/scipy/scipy/pull/12738`__: ENH: stats: override stats.logistic.fit with system of equations...
* `#12743 https://github.com/scipy/scipy/pull/12743`__: BUG: Avoid negative variances in circular statistics
* `#12744 https://github.com/scipy/scipy/pull/12744`__: Prevent build error on GNU/Hurd
* `#12746 https://github.com/scipy/scipy/pull/12746`__: TST: parameterize the test cases in test_ndimage.py
* `#12752 https://github.com/scipy/scipy/pull/12752`__: DOC: Add examples for some root finding functions.
* `#12754 https://github.com/scipy/scipy/pull/12754`__: MAINT, CI: Azure windows deps multiline
* `#12756 https://github.com/scipy/scipy/pull/12756`__: ENH: stats: Add an sf method to levy for improved precision in...
* `#12757 https://github.com/scipy/scipy/pull/12757`__: ENH: stats: Add an sf method to levy_l for improved precision.
* `#12765 https://github.com/scipy/scipy/pull/12765`__: TST, MAINT: infeasible_2 context
* `#12767 https://github.com/scipy/scipy/pull/12767`__: Fix spline interpolation boundary handling for modes reflect...
* `#12769 https://github.com/scipy/scipy/pull/12769`__: DOC: syntax error in scipy.interpolate.bspl
* `#12770 https://github.com/scipy/scipy/pull/12770`__: ENH: add nearest-up rounding to scipy.interpolate.interp1d
* `#12771 https://github.com/scipy/scipy/pull/12771`__: TST: fix invalid input unit test for scipy.signal.gammatone
* `#12775 https://github.com/scipy/scipy/pull/12775`__: ENH: Adds quadratic_assignment with two methods
* `#12776 https://github.com/scipy/scipy/pull/12776`__: ENH: add grid-constant boundary handling in ndimage interpolation...
* `#12777 https://github.com/scipy/scipy/pull/12777`__: Add Taylor Window function - Common in Radar DSP
* `#12779 https://github.com/scipy/scipy/pull/12779`__: ENH: Improvements to pocketfft thread pool and ARM neon vectorization
* `#12788 https://github.com/scipy/scipy/pull/12788`__: API: Rename cKDTree n_jobs argument to workers
* `#12792 https://github.com/scipy/scipy/pull/12792`__: DOC: remove THANKS.txt file in favor of scipy.org
* `#12793 https://github.com/scipy/scipy/pull/12793`__: Add new flag to authors tool
* `#12802 https://github.com/scipy/scipy/pull/12802`__: BENCH: add scipy.ndimage.interpolation benchmarks
* `#12803 https://github.com/scipy/scipy/pull/12803`__: Do not pin the version of numpy in unsupported python versions
* `#12810 https://github.com/scipy/scipy/pull/12810`__: CI: fix 32-bit Linux build failure on Azure CI runs
* `#12812 https://github.com/scipy/scipy/pull/12812`__: ENH: support interpolation of complex-valued images
* `#12814 https://github.com/scipy/scipy/pull/12814`__: BUG: nonlin_solve shouldn't pass non-vector dx to tol_norm
* `#12818 https://github.com/scipy/scipy/pull/12818`__: Update ckdtree.pyx
* `#12822 https://github.com/scipy/scipy/pull/12822`__: MAINT: simplify directed_hausdorff
* `#12827 https://github.com/scipy/scipy/pull/12827`__: DOC: Fix wrong name w being used instead of worN in docs.
* `#12831 https://github.com/scipy/scipy/pull/12831`__: DOC: fix typo in sparse/base.py
* `#12835 https://github.com/scipy/scipy/pull/12835`__: MAINT: stats: Improve vonmises PDF calculation.
* `#12839 https://github.com/scipy/scipy/pull/12839`__: ENH: scipy.stats: add multivariate hypergeometric distribution
* `#12843 https://github.com/scipy/scipy/pull/12843`__: changed M to N in windows.dpss
* `#12846 https://github.com/scipy/scipy/pull/12846`__: MAINT: update minimum NumPy version to 1.16.5
* `#12847 https://github.com/scipy/scipy/pull/12847`__: DOC: Unify the formula in docs of scipy.stats.pearsonr()
* `#12849 https://github.com/scipy/scipy/pull/12849`__: DOC: polish QAP docs for consistency and readability
* `#12852 https://github.com/scipy/scipy/pull/12852`__: ENH, MAINT: Bring KDTree interface to feature-parity with cKDTree
* `#12858 https://github.com/scipy/scipy/pull/12858`__: DOC: use :doi: and :arxiv: directives for references
* `#12872 https://github.com/scipy/scipy/pull/12872`__: lazily import multiprocessing.Pool in MapWrapper
* `#12878 https://github.com/scipy/scipy/pull/12878`__: DOC: document ScalarFunction
* `#12882 https://github.com/scipy/scipy/pull/12882`__: MAINT: stats: Change a test to use <= instead of strictly less...
* `#12885 https://github.com/scipy/scipy/pull/12885`__: numpy.linspace calls edited to ensure correct spacing.
* `#12886 https://github.com/scipy/scipy/pull/12886`__: DOC: stats: Add 'versionadded' to cramervonmises docstring.
* `#12899 https://github.com/scipy/scipy/pull/12899`__: TST: make a couple of tests expected to fail on 32-bit architectures
* `#12903 https://github.com/scipy/scipy/pull/12903`__: DOC: update Windows build guide and move into contributor guide
* `#12907 https://github.com/scipy/scipy/pull/12907`__: DOC: clarify which array the precenter option applies to
* `#12908 https://github.com/scipy/scipy/pull/12908`__: MAINT: spatial: Remove two occurrences of unused variables in...
* `#12909 https://github.com/scipy/scipy/pull/12909`__: ENH: stats: Add methods gumbel_r._sf and gumbel_r._isf
* `#12910 https://github.com/scipy/scipy/pull/12910`__: CI: travis: Remove some unnecessary code from .travis.yml.
* `#12911 https://github.com/scipy/scipy/pull/12911`__: Minor fixes to dendrogram plotting
* `#12921 https://github.com/scipy/scipy/pull/12921`__: CI: don't run GitHub Actions on fork or in cron job
* `#12927 https://github.com/scipy/scipy/pull/12927`__: MAINT: rename integrate.simps to simpson
* `#12934 https://github.com/scipy/scipy/pull/12934`__: MAINT: rename trapz and cumtrapz to (cumulative\_)trapezoid
* `#12936 https://github.com/scipy/scipy/pull/12936`__: MAINT: fix numerical precision in nct.stats
* `#12938 https://github.com/scipy/scipy/pull/12938`__: MAINT: fix linter on master
* `#12941 https://github.com/scipy/scipy/pull/12941`__: Update minimum AIX pinnings to match non AIX builds
* `#12955 https://github.com/scipy/scipy/pull/12955`__: BUG: Fixed wrong NaNs check in scipy.stats.weightedtau
* `#12958 https://github.com/scipy/scipy/pull/12958`__: ENH: stats: Implement _logpdf, _sf and _isf for nakagami.
* `#12962 https://github.com/scipy/scipy/pull/12962`__: Correcting that p should be in [0,1] for a variety of discrete...
* `#12964 https://github.com/scipy/scipy/pull/12964`__: BUG: added line.strip() to split_data_line()
* `#12968 https://github.com/scipy/scipy/pull/12968`__: ENH: stats: Use only an analytical formula or scalar root-finding...
* `#12971 https://github.com/scipy/scipy/pull/12971`__: MAINT: Declare support for Python 3.9
* `#12972 https://github.com/scipy/scipy/pull/12972`__: MAINT: Remove redundant Python < 3.6 code
* `#12980 https://github.com/scipy/scipy/pull/12980`__: DOC: Update documentation on optimize.rosen
* `#12983 https://github.com/scipy/scipy/pull/12983`__: ENH: improvements to stats.linregress
* `#12990 https://github.com/scipy/scipy/pull/12990`__: DOC: Clarify that using sos as output type for iirdesign can...
* `#12992 https://github.com/scipy/scipy/pull/12992`__: DOC: capitalization and formatting in lsmr
* `#12995 https://github.com/scipy/scipy/pull/12995`__: DOC: stats: Several documentation fixes.
* `#12996 https://github.com/scipy/scipy/pull/12996`__: BUG: Improve error messages for \`range\` arg of binned_statistic_dd
* `#12998 https://github.com/scipy/scipy/pull/12998`__: MAINT: approx_derivative with FP32 closes #12991
* `#13004 https://github.com/scipy/scipy/pull/13004`__: TST: isinstance(OptimizeResult.message, str) closes #13001
* `#13006 https://github.com/scipy/scipy/pull/13006`__: Keep correct dtype when loading empty mat arrays.
* `#13009 https://github.com/scipy/scipy/pull/13009`__: MAINT: clip SLSQP step within bounds
* `#13012 https://github.com/scipy/scipy/pull/13012`__: DOC: fix bilinear_zpk example labels
* `#13013 https://github.com/scipy/scipy/pull/13013`__: ENH: Add \`subset\` and \`subsets\` methods to \`DisjointSet\`...
* `#13029 https://github.com/scipy/scipy/pull/13029`__: MAINT: basinhopping callback for initial mininmisation
* `#13032 https://github.com/scipy/scipy/pull/13032`__: DOC: fix docstring errors in in stats.wilcoxon
* `#13036 https://github.com/scipy/scipy/pull/13036`__: BUG: forward port lint_diff shims
* `#13041 https://github.com/scipy/scipy/pull/13041`__: MAINT: dogbox ensure x is within bounds closes #11403
* `#13042 https://github.com/scipy/scipy/pull/13042`__: MAINT: forward port 1.5.4 release notes
* `#13046 https://github.com/scipy/scipy/pull/13046`__: DOC: Update optimize.least_squares doc for all tolerance must...
* `#13052 https://github.com/scipy/scipy/pull/13052`__: Typo fix for cluster documentation
* `#13054 https://github.com/scipy/scipy/pull/13054`__: BUG: fix \`scipy.optimize.show_options\` for unknown methods....
* `#13056 https://github.com/scipy/scipy/pull/13056`__: MAINT: fft: Fix a C++ compiler warning.
* `#13057 https://github.com/scipy/scipy/pull/13057`__: Minor fixes on doc of function csr_tocsc
* `#13058 https://github.com/scipy/scipy/pull/13058`__: DOC: stats: Replace np.float with np.float64 in a tutorial file.
* `#13059 https://github.com/scipy/scipy/pull/13059`__: DOC: stats: Update the "Returns" section of the linregress docstring.
* `#13060 https://github.com/scipy/scipy/pull/13060`__: MAINT: clip_x_for_func should be private
* `#13061 https://github.com/scipy/scipy/pull/13061`__: DOC: signal.win -> signal.windows.win in Examples
* `#13063 https://github.com/scipy/scipy/pull/13063`__: MAINT: Add suite-sparse and sksparse installation check
* `#13070 https://github.com/scipy/scipy/pull/13070`__: MAINT: stats: Remove a couple obsolete comments.
* `#13073 https://github.com/scipy/scipy/pull/13073`__: BUG: Fix scalar_search_wolfe2 to resolve #12157
* `#13078 https://github.com/scipy/scipy/pull/13078`__: CI, MAINT: migrate Lint to Azure
* `#13081 https://github.com/scipy/scipy/pull/13081`__: BLD: drop Python 3.6 support (NEP 29)
* `#13082 https://github.com/scipy/scipy/pull/13082`__: MAINT: update minimum NumPy version to 1.16.5 in a couple more...
* `#13083 https://github.com/scipy/scipy/pull/13083`__: DOC: update toolchain.rst
* `#13086 https://github.com/scipy/scipy/pull/13086`__: DOC: Update the Parameters section of the correlation docstring
* `#13087 https://github.com/scipy/scipy/pull/13087`__: ENH:signal: Speed-up Cython implementation of _sosfilt
* `#13089 https://github.com/scipy/scipy/pull/13089`__: BLD, BUG: add c99 compiler flag to HiGHS basiclu library
* `#13091 https://github.com/scipy/scipy/pull/13091`__: BUG: Fix GIL handling in _sosfilt
* `#13094 https://github.com/scipy/scipy/pull/13094`__: DOC: clarify "location" in docstring of cKDTree.query
* `#13095 https://github.com/scipy/scipy/pull/13095`__: Zoom resize update
* `#13097 https://github.com/scipy/scipy/pull/13097`__: BUG: fix CubicSpline(..., bc_type="periodic") #11758
* `#13100 https://github.com/scipy/scipy/pull/13100`__: BUG: sparse: Correct output format of kron
* `#13107 https://github.com/scipy/scipy/pull/13107`__: ENH: faster linear_sum_assignment for small cost matrices
* `#13110 https://github.com/scipy/scipy/pull/13110`__: CI, MAINT: refguide/asv checks to azure
* `#13112 https://github.com/scipy/scipy/pull/13112`__: CI: fix MacOS CI
* `#13113 https://github.com/scipy/scipy/pull/13113`__: CI: Install word list package for refguide-check
* `#13115 https://github.com/scipy/scipy/pull/13115`__: BUG: add value range check for signal.iirdesign()
* `#13116 https://github.com/scipy/scipy/pull/13116`__: CI: Don't report name errors after an exception in refguide-check
* `#13117 https://github.com/scipy/scipy/pull/13117`__: CI: move sdist/pre-release test Azure
* `#13119 https://github.com/scipy/scipy/pull/13119`__: Improve error message on friedmanchisquare function
* `#13121 https://github.com/scipy/scipy/pull/13121`__: Fix factorial() for NaN on Python 3.10
* `#13123 https://github.com/scipy/scipy/pull/13123`__: BLD: Specify file extension for language standard version tests
* `#13128 https://github.com/scipy/scipy/pull/13128`__: TST: skip Fortran I/O test for ODR
* `#13130 https://github.com/scipy/scipy/pull/13130`__: TST: skip factorial() float tests on Python 3.10
* `#13136 https://github.com/scipy/scipy/pull/13136`__: CI:Add python dbg run to GH Actions
* `#13138 https://github.com/scipy/scipy/pull/13138`__: CI: Port coverage, 64-bit BLAS, GCC 4.8 build to azure
* `#13139 https://github.com/scipy/scipy/pull/13139`__: Fix edge case for mode='nearest' in ndimage.interpolation functions
* `#13141 https://github.com/scipy/scipy/pull/13141`__: BUG: signal: Fix data type of the numerator returned by ss2tf.
* `#13144 https://github.com/scipy/scipy/pull/13144`__: MAINT: stats: restrict gausshyper z > -1
* `#13146 https://github.com/scipy/scipy/pull/13146`__: typo in csr.py
* `#13148 https://github.com/scipy/scipy/pull/13148`__: BUG: stats: fix typo in stable rvs per gh-12870
* `#13149 https://github.com/scipy/scipy/pull/13149`__: DOC: spatial/stats: cross-ref random rotation matrix functions
* `#13151 https://github.com/scipy/scipy/pull/13151`__: MAINT: stats: Fix a test and a couple PEP-8 issues.
* `#13152 https://github.com/scipy/scipy/pull/13152`__: MAINT: stats: Use np.take_along_axis in the private function...
* `#13154 https://github.com/scipy/scipy/pull/13154`__: ENH: stats: Implement defined handling of constant inputs in...
* `#13156 https://github.com/scipy/scipy/pull/13156`__: DOC: maintain equal display range for ndimage.zoom example
* `#13159 https://github.com/scipy/scipy/pull/13159`__: CI: Azure: Don't run tests on merge commits, except for coverage
* `#13160 https://github.com/scipy/scipy/pull/13160`__: DOC: stats: disambiguate location-shifted/noncentral
* `#13161 https://github.com/scipy/scipy/pull/13161`__: BUG: DifferentialEvolutionSolver.__del__ can fail in garbage...
* `#13163 https://github.com/scipy/scipy/pull/13163`__: BUG: stats: fix bug in spearmanr nan propagation
* `#13167 https://github.com/scipy/scipy/pull/13167`__: MAINT: stats: Fix a test.
* `#13169 https://github.com/scipy/scipy/pull/13169`__: BUG: stats: Fix handling of misaligned masks in mstats.pearsonr.
* `#13178 https://github.com/scipy/scipy/pull/13178`__: CI: testing.yml --> macos.yml
* `#13181 https://github.com/scipy/scipy/pull/13181`__: CI: fix lint
* `#13190 https://github.com/scipy/scipy/pull/13190`__: BUG: optimize: fix a duplicate key bug for \`test_show_options\`
* `#13192 https://github.com/scipy/scipy/pull/13192`__: BUG:linalg: Add overwrite option to gejsv wrapper
* `#13194 https://github.com/scipy/scipy/pull/13194`__: BUG: slsqp should be able to use rel_step
* `#13199 https://github.com/scipy/scipy/pull/13199`__: [skip travis] DOC: 1.6.0 release notes
* `#13203 https://github.com/scipy/scipy/pull/13203`__: fix typos
* `#13209 https://github.com/scipy/scipy/pull/13209`__: TST:linalg: set the seed for cossin test
* `#13212 https://github.com/scipy/scipy/pull/13212`__: [DOC] Backtick and directive consistency.
* `#13217 https://github.com/scipy/scipy/pull/13217`__: REL: add necessary setuptools and numpy version pins in pyproject.toml...
* `#13226 https://github.com/scipy/scipy/pull/13226`__: BUG: pavement.py file handle fixes
* `#13249 https://github.com/scipy/scipy/pull/13249`__: Handle cval correctly for ndimage functions with complex-valued...
* `#13253 https://github.com/scipy/scipy/pull/13253`__: BUG,MAINT: Ensure all Pool objects are closed
* `#13255 https://github.com/scipy/scipy/pull/13255`__: BUG:linalg: Fix heevx wrappers and add new tests
* `#13260 https://github.com/scipy/scipy/pull/13260`__: CI: fix macOS testing
* `#13269 https://github.com/scipy/scipy/pull/13269`__: CI: github actions: In the linux dbg tests, update apt before...
* `#13279 https://github.com/scipy/scipy/pull/13279`__: MAINT: 1.6.0 rc2 backports
Checksums
=========
MD5
~~~
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SHA256
~~~~~~
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