ANN: SciPy 1.12.0
Tyler Reddy <[email protected]> Sat, 20 Jan 2024 15:52:14 -0700
| Newsgroups | gmane.comp.python.scientific.devel,gmane.comp.python.numeric.general |
|---|---|
| Message-ID | <CAHPuU_YyCTsrAjYjg3Zv-UT2nk21Zyhxj71=viQX1qfYa53cgw@mail.gmail.com> |
--===============7139838780205963674==
Content-Type: multipart/alternative; boundary="0000000000004fad86060f6873f5"
--0000000000004fad86060f6873f5
Content-Type: text/plain; charset="UTF-8"
Content-Transfer-Encoding: quoted-printable
Hi all,
On behalf of the SciPy development team, I'm pleased to announce the
release of SciPy 1.12.0.
Sources and binary wheels can be found at:
https://pypi.org/project/scipy/
and at: https://github.com/scipy/scipy/releases/tag/v1.12.0
One of a few ways to install this release with pip:
pip install scipy=3D=3D1.12.0
=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 1.12.0 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
SciPy 1.12.0 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
1.12.x branch, and on adding new features on the main branch.
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
**************************
- Experimental support for the array API standard has been added to part of
`scipy.special`, and to all of `scipy.fft` and `scipy.cluster`. There are
likely to be bugs and early feedback for usage with CuPy arrays, PyTorch
tensors, and other array API compatible libraries is appreciated. Use the
``SCIPY_ARRAY_API`` environment variable for testing.
- A new class, ``ShortTimeFFT``, provides a more versatile implementation
of the
short-time Fourier transform (STFT), its inverse (ISTFT) as well as the
(cross-)
spectrogram. It utilizes an improved algorithm for calculating the ISTFT.
- Several new constructors have been added for sparse arrays, and many
operations
now additionally support sparse arrays, further facilitating the migratio=
n
from sparse matrices.
- A large portion of the `scipy.stats` API now has improved support for
handling
``NaN`` values, masked arrays, and more fine-grained shape-handling. The
accuracy and performance of a number of ``stats`` methods have been
improved,
and a number of new statistical tests and distributions have been added.
************
New features
************
`scipy.cluster` 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
- Experimental support added for the array API standard; PyTorch tensors,
CuPy arrays and array API compatible array libraries are now accepted
(GPU support is limited to functions with pure Python implementations).
CPU arrays which can be converted to and from NumPy are supported
module-wide and returned arrays will match the input type.
This behaviour is enabled by setting the ``SCIPY_ARRAY_API`` environment
variable before importing ``scipy``. This experimental support is still
under development and likely to contain bugs - testing is very welcome.
`scipy.fft` 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
- Experimental support added for the array API standard; functions which ar=
e
part of the ``fft`` array API standard extension module, as well as the
Fast Hankel Transforms and the basic FFTs which are not in the extension
module, now accept PyTorch tensors, CuPy arrays and array API compatible
array libraries. CPU arrays which can be converted to and from NumPy
arrays
are supported module-wide and returned arrays will match the input type.
This behaviour is enabled by setting the ``SCIPY_ARRAY_API`` environment
variable before importing ``scipy``. This experimental support is still
under
development and likely to contain bugs - testing is very welcome.
`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
- Added `scipy.integrate.cumulative_simpson` for cumulative quadrature
from sampled data using Simpson's 1/3 rule.
`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
- New class ``NdBSpline`` represents tensor-product splines in N dimensions=
.
This class only knows how to evaluate a tensor product given coefficients
and knot vectors. This way it generalizes ``BSpline`` for 1D data to N-D,
and
parallels ``NdPPoly`` (which represents N-D tensor product polynomials).
Evaluations exploit the localized nature of b-splines.
- ``NearestNDInterpolator.__call__`` accepts ``**query_options``, which are
passed through to the ``KDTree.query`` call to find nearest neighbors.
This
allows, for instance, to limit the neighbor search distance and
parallelize
the query using the ``workers`` keyword.
- ``BarycentricInterpolator`` now allows computing the derivatives.
- It is now possible to change interpolation values in an existing
``CloughTocher2DInterpolator`` instance, while also saving the barycentri=
c
coordinates of interpolation points.
`scipy.linalg` 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
- Access to new low-level LAPACK functions is provided via ``dtgsyl`` and
``stgsyl``.
`scipy.ndimage` 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
`scipy.optimize` 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
- `scipy.optimize.isotonic_regression` has been added to allow
nonparametric isotonic
regression.
- `scipy.optimize.nnls` is rewritten in Python and now implements the
so-called
fnnls or fast nnls, making it more efficient for high-dimensional
problems.
- The result object of `scipy.optimize.root` and
`scipy.optimize.root_scalar`
now reports the method used.
- The ``callback`` method of `scipy.optimize.differential_evolution` can
now be
passed more detailed information via the ``intermediate_results`` keyword
parameter. Also, the evolution ``strategy`` now accepts a callable for
additional customization. The performance of ``differential_evolution``
has
also been improved.
- `scipy.optimize.minimize` method ``Newton-CG`` now supports functions tha=
t
return sparse Hessian matrices/arrays for the ``hess`` parameter and is
slightly
more efficient.
- `scipy.optimize.minimize` method ``BFGS`` now accepts an initial estimate
for the
inverse of the Hessian, which allows for more efficient workflows in some
circumstances. The new parameter is ``hess_inv0``.
- `scipy.optimize.minimize` methods ``CG``, ``Newton-CG``, and ``BFGS`` now
accept
parameters ``c1`` and ``c2``, allowing specification of the Armijo and
curvature rule
parameters, respectively.
- `scipy.optimize.curve_fit` performance has improved due to more efficient
memoization
of the callable function.
`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
- ``freqz``, ``freqz_zpk``, and ``group_delay`` are now more accurate
when ``fs`` has a default value.
- The new class ``ShortTimeFFT`` provides a more versatile implementation
of the
short-time Fourier transform (STFT), its inverse (ISTFT) as well as the
(cross-)
spectrogram. It utilizes an improved algorithm for calculating the ISTFT
based on
dual windows and provides more fine-grained control of the
parametrization especially
in regard to scaling and phase-shift. Functionality was implemented to
ease
working with signal and STFT chunks. A section has been added to the
"SciPy User Guide"
providing algorithmic details. The functions ``stft``, ``istft`` and
``spectrogram``
have been marked as legacy.
`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
- ``sparse.linalg`` iterative solvers ``sparse.linalg.cg``,
``sparse.linalg.cgs``, ``sparse.linalg.bicg``, ``sparse.linalg.bicgstab``=
,
``sparse.linalg.gmres``, and ``sparse.linalg.qmr`` are rewritten in
Python.
- Updated vendored SuperLU version to ``6.0.1``, along with a few additiona=
l
fixes.
- Sparse arrays have gained additional constructors: ``eye_array``,
``random_array``, ``block_array``, and ``identity``. ``kron`` and
``kronsum``
have been adjusted to additionally support operation on sparse arrays.
- Sparse matrices now support a transpose with ``axes=3D(1, 0)``, to mirror
the ``.T`` method.
- ``LaplacianNd`` now allows selection of the largest subset of eigenvalues=
,
and additionally now supports retrieval of the corresponding eigenvectors=
.
The performance of ``LaplacianNd`` has also been improved.
- The performance of ``dok_matrix`` and ``dok_array`` has been improved,
and their inheritance behavior should be more robust.
- ``hstack``, ``vstack``, and ``block_diag`` now work with sparse arrays,
and
preserve the input sparse type.
- A new function, `scipy.sparse.linalg.matrix_power`, has been added,
allowing
for exponentiation of sparse arrays.
`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
- Two new methods were implemented for ``spatial.transform.Rotation``:
``__pow__`` to raise a rotation to integer or fractional power and
``approx_equal`` to check if two rotations are approximately equal.
- The method ``Rotation.align_vectors`` was extended to solve a constrained
alignment problem where two vectors are required to be aligned precisely.
Also when given a single pair of vectors, the algorithm now returns the
rotation with minimal magnitude, which can be considered as a minor
backward incompatible change.
- A new representation for ``spatial.transform.Rotation`` called Davenport
angles is available through ``from_davenport`` and ``as_davenport``
methods.
- Performance improvements have been added to ``distance.hamming`` and
``distance.correlation``.
- Improved performance of ``SphericalVoronoi`` ``sort_vertices_of_regions``
and two dimensional area calculations.
`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
- Added `scipy.special.stirling2` for computation of Stirling numbers of th=
e
second kind. Both exact calculation and an asymptotic approximation
(the default) are supported via ``exact=3DTrue`` and ``exact=3DFalse`` (t=
he
default) respectively.
- Added `scipy.special.betaincc` for computation of the complementary
incomplete Beta function and `scipy.special.betainccinv` for computation
of
its inverse.
- Improved precision of `scipy.special.betainc` and
`scipy.special.betaincinv`.
- Experimental support added for alternative backends: functions
`scipy.special.log_ndtr`, `scipy.special.ndtr`, `scipy.special.ndtri`,
`scipy.special.erf`, `scipy.special.erfc`, `scipy.special.i0`,
`scipy.special.i0e`, `scipy.special.i1`, `scipy.special.i1e`,
`scipy.special.gammaln`, `scipy.special.gammainc`,
`scipy.special.gammaincc`,
`scipy.special.logit`, and `scipy.special.expit` now accept PyTorch
tensors
and CuPy arrays. These features are still under development and likely to
contain bugs, so they are disabled by default; enable them by setting a
``SCIPY_ARRAY_API`` environment variable to ``1`` before importing
``scipy``.
Testing is appreciated!
`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
- Added `scipy.stats.quantile_test`, a nonparametric test of whether a
hypothesized value is the quantile associated with a specified
probability.
The ``confidence_interval`` method of the result object gives a confidenc=
e
interval of the quantile.
- `scipy.stats.sampling.FastGeneratorInversion` provides a convenient
interface to fast random sampling via numerical inversion of distribution
CDFs.
- `scipy.stats.geometric_discrepancy` adds geometric/topological discrepanc=
y
metrics for random samples.
- `scipy.stats.multivariate_normal` now has a ``fit`` method for fitting
distribution parameters to data via maximum likelihood estimation.
- `scipy.stats.bws_test` performs the Baumgartner-Weiss-Schindler test of
whether two-samples were drawn from the same distribution.
- `scipy.stats.jf_skew_t` implements the Jones and Faddy skew-t
distribution.
- `scipy.stats.anderson_ksamp` now supports a permutation version of the
test
using the ``method`` parameter.
- The ``fit`` methods of `scipy.stats.halfcauchy`,
`scipy.stats.halflogistic`, and
`scipy.stats.halfnorm` are faster and more accurate.
- `scipy.stats.beta` ``entropy`` accuracy has been improved for extreme
values of
distribution parameters.
- The accuracy of ``sf`` and/or ``isf`` methods have been improved for
several distributions: `scipy.stats.burr`, `scipy.stats.hypsecant`,
`scipy.stats.kappa3`, `scipy.stats.loglaplace`, `scipy.stats.lognorm`,
`scipy.stats.lomax`, `scipy.stats.pearson3`, `scipy.stats.rdist`, and
`scipy.stats.pareto`.
- The following functions now support parameters ``axis``, ``nan_policy``,
and
``keep_dims``: `scipy.stats.entropy`, `scipy.stats.differential_entropy`,
`scipy.stats.variation`, `scipy.stats.ansari`, `scipy.stats.bartlett`,
`scipy.stats.levene`, `scipy.stats.fligner`, `scipy.stats.circmean`,
`scipy.stats.circvar`, `scipy.stats.circstd`, `scipy.stats.tmean`,
`scipy.stats.tvar`, `scipy.stats.tstd`, `scipy.stats.tmin`,
`scipy.stats.tmax`,
and `scipy.stats.tsem`.
- The ``logpdf`` and ``fit`` methods of `scipy.stats.skewnorm` have been
improved.
- The beta negative binomial distribution is implemented as
`scipy.stats.betanbinom`.
- Improved performance of `scipy.stats.invwishart` ``rvs`` and ``logpdf``.
- A source of intermediate overflow in `scipy.stats.boxcox_normmax` with
``method=3D'mle'`` has been eliminated, and the returned value of ``lmbda=
``
is
constrained such that the transformed data will not overflow.
- `scipy.stats.nakagami` ``stats`` is more accurate and reliable.
- A source of intermediate overflow in `scipy.norminvgauss.pdf` has been
eliminated.
- Added support for masked arrays to `scipy.stats.circmean`,
`scipy.stats.circvar`,
`scipy.stats.circstd`, and `scipy.stats.entropy`.
- `scipy.stats.dirichlet` has gained a new covariance (``cov``) method.
- Improved accuracy of ``entropy`` method of `scipy.stats.multivariate_t`
for large
degrees of freedom.
- `scipy.stats.loggamma` has an improved ``entropy`` method.
*******************
Deprecated features
*******************
- Error messages have been made clearer for objects that don't exist in the
public namespace and warnings sharpened for private attributes that are
not
supposed to be imported at all.
- `scipy.signal.cmplx_sort` has been deprecated and will be removed in
SciPy 1.15. A replacement you can use is provided in the deprecation
message.
- Values the the argument ``initial`` of
`scipy.integrate.cumulative_trapezoid`
other than ``0`` and ``None`` are now deprecated.
- `scipy.stats.rvs_ratio_uniforms` is deprecated in favour of
`scipy.stats.sampling.RatioUniforms`
- `scipy.integrate.quadrature` and `scipy.integrate.romberg` have been
deprecated due to accuracy issues and interface shortcomings. They will
be removed in SciPy 1.15. Please use `scipy.integrate.quad` instead.
- Coinciding with upcoming changes to function signatures (e.g. removal of =
a
deprecated keyword), we are deprecating positional use of keyword
arguments
for the affected functions, which will raise an error starting with
SciPy 1.14. In some cases, this has delayed the originally announced
removal date, to give time to respond to the second part of the
deprecation.
Affected functions are:
- ``linalg.{eigh, eigvalsh, pinv}``
- ``integrate.simpson``
- ``signal.{firls, firwin, firwin2, remez}``
- ``sparse.linalg.{bicg, bicgstab, cg, cgs, gcrotmk, gmres, lgmres,
minres, qmr, tfqmr}``
- ``special.comb``
- ``stats.kendalltau``
- All wavelet functions have been deprecated, as PyWavelets provides
suitable
implementations; affected functions are: ``signal.{daub, qmf, cascade,
morlet, morlet2, ricker, cwt}``
- ``scipy.integrate.trapz``, ``scipy.integrate.cumtrapz``, and
``scipy.integrate.simps`` have
been deprecated in favour of `scipy.integrate.trapezoid`,
`scipy.integrate.cumulative_trapezoid`,
and `scipy.integrate.simpson` respectively and will be removed in SciPy
1.14.
- The ``tol`` argument of
``scipy.sparse.linalg.{bcg,bicstab,cg,cgs,gcrotmk,gmres,lgmres,minres,qmr,t=
fqmr}``
is now deprecated in favour of ``rtol`` and will be removed in SciPy 1.14=
.
Furthermore, the default value of ``atol`` for these functions is due
to change to ``0.0`` in SciPy 1.14.
*********************
Expired Deprecations
*********************
There is an ongoing effort to follow through on long-standing deprecations.
The following previously deprecated features are affected:
- The ``centered`` keyword of `scipy.stats.qmc.LatinHypercube` has been
removed.
Use ``scrambled=3DFalse`` instead of ``centered=3DTrue``.
- ``scipy.stats.binom_test`` has been removed in favour of
`scipy.stats.binomtest`.
- In `scipy.stats.iqr`, the use of ``scale=3D'raw'`` has been removed in
favour
of ``scale=3D1``.
******************************
Backwards incompatible changes
******************************
*************
Other changes
*************
- The arguments used to compile and link SciPy are now available via
``show_config``.
*******
Authors
*******
* Name (commits)
* endolith (1)
* h-vetinari (34)
* Tom Adamczewski (3) +
* Anudeep Adiraju (1) +
* akeemlh (1)
* Alex Amadori (2) +
* Raja Yashwanth Avantsa (2) +
* Seth Axen (1) +
* Ross Barnowski (1)
* Dan Barzilay (1) +
* Ashish Bastola (1) +
* Christoph Baumgarten (2)
* Ben Beasley (3) +
* Doron Behar (1)
* Peter Bell (1)
* Sebastian Berg (1)
* Ben Boeckel (1) +
* David Boetius (1) +
* Matt Borland (1)
* Jake Bowhay (103)
* Larry Bradley (1) +
* Dietrich Brunn (5)
* Evgeni Burovski (102)
* Matthias Bussonnier (18)
* CJ Carey (6)
* Colin Carroll (1) +
* Aadya Chinubhai (1) +
* Luca Citi (1)
* Lucas Colley (141) +
* com3dian (1) +
* Anirudh Dagar (4)
* Danni (1) +
* Dieter Werthm=C3=BCller (1)
* John Doe (2) +
* Philippe DONNAT (2) +
* drestebon (1) +
* Thomas Duvernay (1)
* elbarso (1) +
* emilfrost (2) +
* Paul Estano (8) +
* Evandro (2)
* Franz Kir=C3=A1ly (1) +
* Nikita Furin (1) +
* gabrielthomsen (1) +
* Lukas Geiger (9) +
* Artem Glebov (22) +
* Caden Gobat (1)
* Ralf Gommers (127)
* Alexander Goscinski (2) +
* Rohit Goswami (2) +
* Olivier Grisel (1)
* Matt Haberland (244)
* Charles Harris (1)
* harshilkamdar (1) +
* Alon Hovav (2) +
* Gert-Ludwig Ingold (1)
* Romain Jacob (1) +
* jcwhitehead (1) +
* Julien Jerphanion (13)
* He Jia (1)
* JohnWT (1) +
* jokasimr (1) +
* Evan W Jones (1)
* Karen R=C3=B3bertsd=C3=B3ttir (1) +
* Ganesh Kathiresan (1)
* Robert Kern (11)
* Andrew Knyazev (4)
* Uwe L. Korn (1) +
* Rishi Kulkarni (1)
* Kale Kundert (3) +
* Jozsef Kutas (2)
* Kyle0 (2) +
* Robert Langefeld (1) +
* Jeffrey Larson (1) +
* Jessy Lauer (1) +
* lciti (1) +
* Hoang Le (1) +
* Antony Lee (5)
* Thilo Leitzbach (4) +
* LemonBoy (2) +
* Ellie Litwack (8) +
* Thomas Loke (4) +
* Malte Londschien (1) +
* Christian Lorentzen (6)
* Adam Lugowski (10) +
* lutefiskhotdish (1)
* mainak33 (1) +
* Ben Mares (11) +
* mart-mihkel (2) +
* Mateusz Sok=C3=B3=C5=82 (24) +
* Nikolay Mayorov (4)
* Nicholas McKibben (1)
* Melissa Weber Mendon=C3=A7a (7)
* Micha=C5=82 G=C3=B3rny (1)
* Kat Mistberg (2) +
* mkiffer (1) +
* mocquin (1) +
* Nicolas Mokus (2) +
* Sturla Molden (1)
* Roberto Pastor Muela (3) +
* Bijay Nayak (1) +
* Andrew Nelson (105)
* Praveer Nidamaluri (3) +
* Lysandros Nikolaou (2)
* Dimitri Papadopoulos Orfanos (7)
* Pablo Rodr=C3=ADguez P=C3=A9rez (1) +
* Dimitri Papadopoulos (2)
* Tirth Patel (14)
* Kyle Paterson (1) +
* Paul (4) +
* Yann Pellegrini (2) +
* Matti Picus (4)
* Ilhan Polat (36)
* Pranav (1) +
* Bharat Raghunathan (1)
* Chris Rapson (1) +
* Matteo Raso (4)
* Tyler Reddy (215)
* Martin Reinecke (1)
* Tilo Reneau-Cardoso (1) +
* resting-dove (2) +
* Simon Segerblom Rex (4)
* Lucas Roberts (2)
* Pamphile Roy (31)
* Feras Saad (3) +
* Atsushi Sakai (3)
* Masahiro Sakai (2) +
* Omar Salman (14)
* Andrej Savikin (1) +
* Daniel Schmitz (55)
* Dan Schult (19)
* Scott Shambaugh (9)
* Sheila-nk (2) +
* Mauro Silberberg (3) +
* Maciej Skorski (1) +
* Laurent Sorber (1) +
* Albert Steppi (28)
* Kai Striega (1)
* Saswat Susmoy (1) +
* Alex Szatmary (1) +
* S=C3=B8ren Fuglede J=C3=B8rgensen (3)
* othmane tamri (3) +
* Ewout ter Hoeven (1)
* Will Tirone (1)
* TLeitzbach (1) +
* Kevin Topolski (1) +
* Edgar Andr=C3=A9s Margffoy Tuay (1)
* Dipansh Uikey (1) +
* Matus Valo (3)
* Christian Veenhuis (2)
* Nicolas Vetsch (1) +
* Isaac Virshup (7)
* Hielke Walinga (2) +
* Stefan van der Walt (2)
* Warren Weckesser (7)
* Bernhard M. Wiedemann (4)
* Levi John Wolf (1)
* Xuefeng Xu (4) +
* Rory Yorke (2)
* YoussefAli1 (1) +
* Irwin Zaid (4) +
* Jinzhe Zeng (1) +
* JIMMY ZHAO (1) +
A total of 163 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 1.12.0
************************
* `#2725 <https://github.com/scipy/scipy/issues/2725>`__: Barycentric
interpolation should allow evaluation of derivatives
* `#4244 <https://github.com/scipy/scipy/issues/4244>`__: betaincinv
accuracy
* `#4677 <https://github.com/scipy/scipy/issues/4677>`__: Unexpected
behavior from scipy.special.btdtri
* `#4819 <https://github.com/scipy/scipy/issues/4819>`__: Comparison
operator overloading doesn't work with sparse matrices
* `#5022 <https://github.com/scipy/scipy/issues/5022>`__: bicg returns last
iterate, not the smallest-residue vector
* `#6198 <https://github.com/scipy/scipy/issues/6198>`__: callback for
Krylov methods
* `#7241 <https://github.com/scipy/scipy/issues/7241>`__: ENH: Implement
Chandrupatla's algorithm for root finding (simpler/faster...
* `#8792 <https://github.com/scipy/scipy/issues/8792>`__: Newton-CG throws
error when Hessian is a \`scipy.sparse\` class
* `#9527 <https://github.com/scipy/scipy/issues/9527>`__: Anderson-Darling
ksamples can not estimate p-values beyond given...
* `#11516 <https://github.com/scipy/scipy/issues/11516>`__: Recommend
ccache for benchmarks in contributor documentation
* `#12017 <https://github.com/scipy/scipy/issues/12017>`__: Expose FACTOR
parameter instead of using magic number in scipy.optimize.nnls
* `#12748 <https://github.com/scipy/scipy/issues/12748>`__: Convergence
issue of GMRES
* `#12796 <https://github.com/scipy/scipy/issues/12796>`__: BUG:
nonmonotonicity in betaincinv, btdtri, stats.beta.ppf
* `#13306 <https://github.com/scipy/scipy/issues/13306>`__: griddata with
multiple data values
* `#13437 <https://github.com/scipy/scipy/issues/13437>`__: DOC: Add
example as to how to use solve_ivp to solve complex...
* `#14037 <https://github.com/scipy/scipy/issues/14037>`__: ENH: other
quality metrics for random sampling
* `#14480 <https://github.com/scipy/scipy/issues/14480>`__: LSODA
implementation of dense output yields incorrect result
* `#15676 <https://github.com/scipy/scipy/issues/15676>`__: ENH: Implement
\`multivariate_normal.fit\`
* `#15738 <https://github.com/scipy/scipy/issues/15738>`__: DEP: change
default of atol in \`scipy.sparse.linalg.\*\`
* `#16729 <https://github.com/scipy/scipy/issues/16729>`__: _fitpack /
dfitpack duplication
* `#16880 <https://github.com/scipy/scipy/issues/16880>`__: ENH: Add
Rotation.align_vector
* `#17290 <https://github.com/scipy/scipy/issues/17290>`__: ENH: multi
dimensional wasserstein/earth mover distance in Scipy
* `#17398 <https://github.com/scipy/scipy/issues/17398>`__: BUG:
Documentation for \`scipy.optimize.differential_evolution\`...
* `#17462 <https://github.com/scipy/scipy/issues/17462>`__: ENH: Create
Rotations by aligning a primary axis and best-fitting...
* `#17493 <https://github.com/scipy/scipy/issues/17493>`__: BUG: stats:
Occasional failures of some tests of \`levy_stable\`
* `#17572 <https://github.com/scipy/scipy/issues/17572>`__: BUG:
Deprecation warning says to use non-existent symbols
* `#17706 <https://github.com/scipy/scipy/issues/17706>`__: ENH: add
isotonic regression
* `#17734 <https://github.com/scipy/scipy/issues/17734>`__: BUG: dijkstra
algorithm is returning different results in v1.10...
* `#17744 <https://github.com/scipy/scipy/issues/17744>`__: BUG:
test_maxiter_worsening[lgmres] failed on riscv
* `#17756 <https://github.com/scipy/scipy/issues/17756>`__: DOC: dimension
clarification in \`directed_hausdorff \`
* `#17771 <https://github.com/scipy/scipy/issues/17771>`__: BUG: cannot
import ODEintWarning from scipy.integrate
* `#17864 <https://github.com/scipy/scipy/issues/17864>`__: ENH: feature
request for initial hessian estimate in scipy bfgs...
* `#17890 <https://github.com/scipy/scipy/issues/17890>`__: ENH: Stirling
Numbers of the second Kind
* `#18093 <https://github.com/scipy/scipy/issues/18093>`__: BUG: entropy
calculations failing for large values
* `#18279 <https://github.com/scipy/scipy/issues/18279>`__: BUG:
deprecation warnings for private API are misleading
* `#18316 <https://github.com/scipy/scipy/issues/18316>`__: DOC: update
scipy.stats.truncnorm.rvs example
* `#18389 <https://github.com/scipy/scipy/issues/18389>`__: BUG:
Yeo-Johnson Power Transformer gives Numpy warning
* `#18404 <https://github.com/scipy/scipy/issues/18404>`__: ENH: Add
wrapper for LAPACK functions stgsyl and dtgsyl
* `#18432 <https://github.com/scipy/scipy/issues/18432>`__: BUG:
levy_stable.pdf does not use pdf_default_method_name attribute
* `#18452 <https://github.com/scipy/scipy/issues/18452>`__: BUG: DST 2 and
3 with \`norm=3D"ortho"\` are not orthogonal
* `#18457 <https://github.com/scipy/scipy/issues/18457>`__: DOC: clarify
that \`prewitt\` filter does not return the magnitude...
* `#18506 <https://github.com/scipy/scipy/issues/18506>`__: BUG: Strange
behavior of scipy.stats.hypergeom.sf function with...
* `#18511 <https://github.com/scipy/scipy/issues/18511>`__: BUG: Incorrect
hypergeometric mean calculation
* `#18564 <https://github.com/scipy/scipy/issues/18564>`__: BUG:
\`rv_discrete\` fails when support is unbounded below
* `#18568 <https://github.com/scipy/scipy/issues/18568>`__: BUG: circe-ci
eigenvalue-LOBPCG benchmarks do not check accuracy...
* `#18577 <https://github.com/scipy/scipy/issues/18577>`__: DEP: deprecate
positional arguments in \`sparse.gmres\`
* `#18578 <https://github.com/scipy/scipy/issues/18578>`__: DEP: deprecate
positional arguments in \`stats.kendalltau\`
* `#18579 <https://github.com/scipy/scipy/issues/18579>`__: DEP: deprecate
positional arguments in \`firwin\*\`
* `#18580 <https://github.com/scipy/scipy/issues/18580>`__: DEP: removal of
\`scale=3D'raw'\` in \`iqr\`
* `#18581 <https://github.com/scipy/scipy/issues/18581>`__: DEP: removal of
\`stats.binom_test\`
* `#18582 <https://github.com/scipy/scipy/issues/18582>`__: DEP: removal of
parameter \`centered\` of \`stats.qmc.LatinHypercube\`
* `#18592 <https://github.com/scipy/scipy/issues/18592>`__: Semantics of
sparse array creation functions
* `#18637 <https://github.com/scipy/scipy/issues/18637>`__: BUG: Anaconda
environment creation with python 3.11
* `#18639 <https://github.com/scipy/scipy/issues/18639>`__: ENH:
\`multivariate_normal.rvs\` extremely slow
* `#18643 <https://github.com/scipy/scipy/issues/18643>`__: DOC: Problem
with the randint description
* `#18647 <https://github.com/scipy/scipy/issues/18647>`__: BUG: dgbmv
gives "(len(x)>offx+(trans=3D=3D0?m-1:n-1)\*abs(incx))...
* `#18651 <https://github.com/scipy/scipy/issues/18651>`__: DOC: Missing
equal sign in equation of Lomb-Scargle periodogram
* `#18669 <https://github.com/scipy/scipy/issues/18669>`__: DOC: sparse
docs "matrix" and "array" mixup
* `#18680 <https://github.com/scipy/scipy/issues/18680>`__: stats: XSLOW
test failures in TestFit
* `#18702 <https://github.com/scipy/scipy/issues/18702>`__: DEP: deprecate
aliased integration methods that are (close to)...
* `#18721 <https://github.com/scipy/scipy/issues/18721>`__: TST: Cause of
\`test_linsolve.py\` test failure
* `#18748 <https://github.com/scipy/scipy/issues/18748>`__: [DOC] Incorrect
docstring for \`boxcox_normmax\` argument \`method=3D"mle"\`,...
* `#18836 <https://github.com/scipy/scipy/issues/18836>`__: DOC: API
reference doesn't point users to replacement for interp1d
* `#18838 <https://github.com/scipy/scipy/issues/18838>`__: BUG:
stats.burr12: distribution returns invalid moments
* `#18839 <https://github.com/scipy/scipy/issues/18839>`__: ENH:
concatenating sparse arrays should return sparse arrays
* `#18849 <https://github.com/scipy/scipy/issues/18849>`__: BUG: \`python
dev.py bench\` fails
* `#18860 <https://github.com/scipy/scipy/issues/18860>`__: BUG/BENCH:
clough_tocher benchmark fails
* `#18864 <https://github.com/scipy/scipy/issues/18864>`__: BUG: curve_fit
memoization causes significant overhead in function...
* `#18868 <https://github.com/scipy/scipy/issues/18868>`__: CI/BENCH: Fail
on error
* `#18876 <https://github.com/scipy/scipy/issues/18876>`__: DOC: integrate:
clarify that event and jac must have the same...
* `#18881 <https://github.com/scipy/scipy/issues/18881>`__: DOC: lobpcg
examples improvement
* `#18903 <https://github.com/scipy/scipy/issues/18903>`__: DOC: links in
hacking.rst go back to hacking.rst instead of their...
* `#18939 <https://github.com/scipy/scipy/issues/18939>`__: ENH: add new
representations for Sakurai and Mikota matrices...
* `#18944 <https://github.com/scipy/scipy/issues/18944>`__: How to change
the default setup for using res.plot()
* `#18953 <https://github.com/scipy/scipy/issues/18953>`__: BUG:
\`\`scipy.optimize._differentialevolution\`\` incorrectly...
* `#18966 <https://github.com/scipy/scipy/issues/18966>`__: BUG:
\`PyArray_MAX\` no longer available in \`numpy/arrayobject.h\`
* `#18981 <https://github.com/scipy/scipy/issues/18981>`__: ENH: Publish
musllinux wheels to PyPI
* `#18984 <https://github.com/scipy/scipy/issues/18984>`__: DOC:
scipy.stats.lognorm =E2=80=94 SciPy v1.12.0.dev Manual
* `#18987 <https://github.com/scipy/scipy/issues/18987>`__: BUG:
reproducible builds problem in _
stats_pythran.cpython-311-x86_64-linux-gnu.so
* `#19008 <https://github.com/scipy/scipy/issues/19008>`__: DOC: error in
scipy.integrate.DOP853
* `#19009 <https://github.com/scipy/scipy/issues/19009>`__: DOC: Maybe a
typo on the parameter 'alternative' in the Mann-Whitney...
* `#19024 <https://github.com/scipy/scipy/issues/19024>`__: BUG: #18481
made BFGS minimization less accurate
* `#19039 <https://github.com/scipy/scipy/issues/19039>`__: BUG:
stats.zscore returns all NaN if given masked array with...
* `#19049 <https://github.com/scipy/scipy/issues/19049>`__: TST: add test
for gh-17918
* `#19056 <https://github.com/scipy/scipy/issues/19056>`__: ENH: add
computing a selected number \`m\` of extreme eigenpairs...
* `#19063 <https://github.com/scipy/scipy/issues/19063>`__: DOC: typo in
scipy.linalg.pinv.html
* `#19075 <https://github.com/scipy/scipy/issues/19075>`__: ENH: Allow to
choose line-search parameters in related optimization...
* `#19082 <https://github.com/scipy/scipy/issues/19082>`__: MAINT, REL:
Programming Language directive
* `#19090 <https://github.com/scipy/scipy/issues/19090>`__: BUG:
root_scalar (newton method), inconsistent objective function...
* `#19092 <https://github.com/scipy/scipy/issues/19092>`__: ENH: update
vendored SuperLU version
* `#19098 <https://github.com/scipy/scipy/issues/19098>`__: ENH: add method
in RootResults of root_scalar and root
* `#19102 <https://github.com/scipy/scipy/issues/19102>`__: BUG:
\`least_squares\` with \`method=3D'trf'\` with initial params...
* `#19117 <https://github.com/scipy/scipy/issues/19117>`__: TST/MAINT:
\`AssertionError\`s with fresh build on M1 macOS
* `#19118 <https://github.com/scipy/scipy/issues/19118>`__: BUG:
\`np\`-coercible array-likes are not accepted with array...
* `#19140 <https://github.com/scipy/scipy/issues/19140>`__: DOC: stats:
alternative loc-scale handling in levy_stable
* `#19147 <https://github.com/scipy/scipy/issues/19147>`__: BUG: asfarray
is removed from numpy
* `#19150 <https://github.com/scipy/scipy/issues/19150>`__: build warnings
from pythran (?)
* `#19158 <https://github.com/scipy/scipy/issues/19158>`__: BUG: Source
archives have bogus timestamps
* `#19161 <https://github.com/scipy/scipy/issues/19161>`__: ENH: allow
\`sparse_matrix.transpose(axes=3D(1, 0))\`
* `#19167 <https://github.com/scipy/scipy/issues/19167>`__: BUG: build
graph non-determinism
* `#19177 <https://github.com/scipy/scipy/issues/19177>`__: TST:
SphericalVoronoi tests not sensitive to regions internal...
* `#19185 <https://github.com/scipy/scipy/issues/19185>`__: BUG:
minimize_scalar not checking entire area specified by bounds
* `#19188 <https://github.com/scipy/scipy/issues/19188>`__: DOC: 1D arrays
with KDTree
* `#19190 <https://github.com/scipy/scipy/issues/19190>`__: TST: skip
reason incorrect in some cases, related to array API...
* `#19193 <https://github.com/scipy/scipy/issues/19193>`__: DOC: typo in
scipy.stats.Covariance
* `#19241 <https://github.com/scipy/scipy/issues/19241>`__: BUG: utils from
scipy.sparse.sputils are not available from scipy.sparse...
* `#19273 <https://github.com/scipy/scipy/issues/19273>`__: Calculation of
frequencies w is not accurate when fs is default...
* `#19276 <https://github.com/scipy/scipy/issues/19276>`__: MAINT: array
types: make \`compliance_scipy\` more strict
* `#19332 <https://github.com/scipy/scipy/issues/19332>`__: ENH: help
\`skewnorm.fit\` find global minimum
* `#19352 <https://github.com/scipy/scipy/issues/19352>`__: CI, BUILD:
SciPy build failure with Cython 3.0.3 (bisected)
* `#19363 <https://github.com/scipy/scipy/issues/19363>`__: DOC:
inconsistent terminology at scipy.interpolate.griddata.html
* `#19373 <https://github.com/scipy/scipy/issues/19373>`__: DOC:
interpolate: add note to BarycentricInterpolator.add_xi...
* `#19396 <https://github.com/scipy/scipy/issues/19396>`__: BUG: L-BFGS-B
has surprisingly high memory consumption
* `#19398 <https://github.com/scipy/scipy/issues/19398>`__: BUG: Missing
assertion in test_filter_design.py
* `#19406 <https://github.com/scipy/scipy/issues/19406>`__: CI, MAINT:
known CI issue with NumPy main/latest
* `#19442 <https://github.com/scipy/scipy/issues/19442>`__: BUG: Error
collecting tests due to inconsistent parameterization...
* `#19448 <https://github.com/scipy/scipy/issues/19448>`__: DOC:fft:
next_fast_len signature is empty in docs
* `#19490 <https://github.com/scipy/scipy/issues/19490>`__: MAINT: lint:
fail inventory
* `#19544 <https://github.com/scipy/scipy/issues/19544>`__: DOC/MAINT:
refguide-check errors
* `#19553 <https://github.com/scipy/scipy/issues/19553>`__: BUG: Test suite
leaks file descriptors (\`OSError: [Errno 24]...
* `#19565 <https://github.com/scipy/scipy/issues/19565>`__: DOC/DX:
\`meson-python\` missing from 'required build dependencies'
* `#19568 <https://github.com/scipy/scipy/issues/19568>`__: DOC/DX: \`cd
scipy\` missing from 'Building from source'
* `#19575 <https://github.com/scipy/scipy/issues/19575>`__: BUG:
scipy.ndimage.watershed_ift cost data type is too small...
* `#19577 <https://github.com/scipy/scipy/issues/19577>`__: Windows build
problems related to fast matrix market parts
* `#19599 <https://github.com/scipy/scipy/issues/19599>`__: ENH: Returning
NotImplemented when multiplying sparse arrays...
* `#19612 <https://github.com/scipy/scipy/issues/19612>`__: ENH: add best
cost function evaluation to differential evolution...
* `#19616 <https://github.com/scipy/scipy/issues/19616>`__: BUG: Normal
Inverse Gaussian numerically unstable
* `#19620 <https://github.com/scipy/scipy/issues/19620>`__: _lib: Test
error in test_warning_calls_filters because of a Python...
* `#19636 <https://github.com/scipy/scipy/issues/19636>`__: DOC: issue in
documentation for the callback argument in scipy.optimize.minimize
* `#19640 <https://github.com/scipy/scipy/issues/19640>`__: CI, MAINT:
pre-release job failures with scipy-openblas32
* `#19726 <https://github.com/scipy/scipy/issues/19726>`__: BUG: 1.12.0rc1:
build failure on windows due to macro collision...
* `#19747 <https://github.com/scipy/scipy/issues/19747>`__: BUG: Invalid
\`IndexError\` from \`scipy.stats.nbinom.logcdf\`
* `#19795 <https://github.com/scipy/scipy/issues/19795>`__: MAINT: need
stable Pythran release for SciPy 1.12.0 RC2
* `#19804 <https://github.com/scipy/scipy/issues/19804>`__: MAINT/TST:
Warnings failing test suite with \`pytest 8\`
* `#19852 <https://github.com/scipy/scipy/issues/19852>`__: CI, MAINT:
Windows 3.11 CI failure with file access issue
* `#19906 <https://github.com/scipy/scipy/issues/19906>`__: BUG: 1.12.0rc2
SciPy rather than scipy in \`pip list\` output
************************
Pull requests for 1.12.0
************************
* `#12680 <https://github.com/scipy/scipy/pull/12680>`__: ENH: stats: add
nonparametric one-sample quantile test and CI
* `#14103 <https://github.com/scipy/scipy/pull/14103>`__: DOC: integrate:
Add complex matrix DE solution to examples
* `#14552 <https://github.com/scipy/scipy/pull/14552>`__: BUG: Fix LSODA
interpolation scheme
* `#17408 <https://github.com/scipy/scipy/pull/17408>`__: ENH: Short-Time
Fourier Transform (STFT) Enhancements
* `#17452 <https://github.com/scipy/scipy/pull/17452>`__: ENH: Add the
__pow__ operator for Rotations
* `#17460 <https://github.com/scipy/scipy/pull/17460>`__: ENH: New Rotation
method approx_equal()
* `#17473 <https://github.com/scipy/scipy/pull/17473>`__: ENH: stats:
multivariate Wasserstein distance/EMD
* `#17495 <https://github.com/scipy/scipy/pull/17495>`__: DOC: Optimize:
update DE documentation
* `#17542 <https://github.com/scipy/scipy/pull/17542>`__: ENH: Extend
Rotation.align_vectors() to allow an infinite weight,...
* `#17697 <https://github.com/scipy/scipy/pull/17697>`__: ENH: special:
Improvements for the incomplete beta functions.
* `#17719 <https://github.com/scipy/scipy/pull/17719>`__: ENH: Add
Chandrupatla's algorithm to optimize._zeros_py.py to...
* `#17722 <https://github.com/scipy/scipy/pull/17722>`__: ENH add pava and
isotonic_regression
* `#17728 <https://github.com/scipy/scipy/pull/17728>`__: ENH: Implemented
Rotation.from_davenport and Rotation.as_davenport
* `#17757 <https://github.com/scipy/scipy/pull/17757>`__: DOC: clarify
input dimensions for \`directed_hausdorff\` method
* `#17955 <https://github.com/scipy/scipy/pull/17955>`__: ENH: add
simplified fast numerical inversion to stats.sampling
* `#18103 <https://github.com/scipy/scipy/pull/18103>`__: ENH: add
stirling2 function to \`scipy.special\`
* `#18133 <https://github.com/scipy/scipy/pull/18133>`__: BUG: Fix fails of
some tests and bad behaviour for x=3Dzeta in...
* `#18151 <https://github.com/scipy/scipy/pull/18151>`__: ENH: add
cumulative_simpson integration to scipy.integrate
* `#18156 <https://github.com/scipy/scipy/pull/18156>`__: ENH: Added
loggamma entropy method
* `#18197 <https://github.com/scipy/scipy/pull/18197>`__: ENH: Add
derivatives for BarycentricInterpolator
* `#18219 <https://github.com/scipy/scipy/pull/18219>`__: DEP: integrate:
Deprecate \`initial\` values other than None...
* `#18348 <https://github.com/scipy/scipy/pull/18348>`__: ENH: add private
function to bracket root of monotonic function
* `#18361 <https://github.com/scipy/scipy/pull/18361>`__: ENH: add \`fit\`
method to \`multivariate_normal\`
* `#18363 <https://github.com/scipy/scipy/pull/18363>`__: ENH: stats: add
Baumgartner-Weiss-Schindler test
* `#18376 <https://github.com/scipy/scipy/pull/18376>`__: ENH:
CloughTocher2DInterpolator multiple times with different...
* `#18465 <https://github.com/scipy/scipy/pull/18465>`__: ENH: asymptotic
expansion for multivariate t entropy
* `#18470 <https://github.com/scipy/scipy/pull/18470>`__: ENH:
stats.anderson_ksamp: re-add permutation version of test
* `#18477 <https://github.com/scipy/scipy/pull/18477>`__: DOC:
stats.truncnorm: add example about truncation points
* `#18481 <https://github.com/scipy/scipy/pull/18481>`__: MAINT:
differentiable fns respect float width. Closes #15602
* `#18488 <https://github.com/scipy/scipy/pull/18488>`__:
MAINT:ENH:sparse.linalg: Rewrite iterative solvers in Python,...
* `#18492 <https://github.com/scipy/scipy/pull/18492>`__: Add NdBSpline:
n-dim tensor product b-spline object
* `#18496 <https://github.com/scipy/scipy/pull/18496>`__: ENH: Faster
_select_samples in _differential_evolution.py
* `#18499 <https://github.com/scipy/scipy/pull/18499>`__: ENH: asymptotic
expansion for beta entropy for large a and b
* `#18544 <https://github.com/scipy/scipy/pull/18544>`__: ENH:
sparse.linalg: Implement matrix_power()
* `#18552 <https://github.com/scipy/scipy/pull/18552>`__: DOC:
stats.laplace_asymmetric: note relationship between scale...
* `#18570 <https://github.com/scipy/scipy/pull/18570>`__: ENH:optimize:
Rewrite nnls in Python
* `#18571 <https://github.com/scipy/scipy/pull/18571>`__: ENH: linalg: Add
wrapper for \`?tgsyl\`
* `#18575 <https://github.com/scipy/scipy/pull/18575>`__: REL: set version
to 1.12.0.dev0
* `#18585 <https://github.com/scipy/scipy/pull/18585>`__: DOC:
stats.rv_discrete: note that default methods are not compatible...
* `#18586 <https://github.com/scipy/scipy/pull/18586>`__: ENH: override sf
for rdist distribution
* `#18587 <https://github.com/scipy/scipy/pull/18587>`__: DEP: signal:
deprecate cmplx_sort
* `#18589 <https://github.com/scipy/scipy/pull/18589>`__: DEP: remove
parameter centered of stats.qmc.LatinHypercube
* `#18594 <https://github.com/scipy/scipy/pull/18594>`__: DOC: more
explicit example usage of scipy.linalg.lu_factor
* `#18602 <https://github.com/scipy/scipy/pull/18602>`__: MAINT:
stats.hypergeom.mean: correct for large args
* `#18606 <https://github.com/scipy/scipy/pull/18606>`__: ENH: override sf
for Pearson3 distribution
* `#18609 <https://github.com/scipy/scipy/pull/18609>`__: TST: update
nonlin tests for sparse arrays
* `#18610 <https://github.com/scipy/scipy/pull/18610>`__: DEP: stats:
remove deprecated binom_test
* `#18612 <https://github.com/scipy/scipy/pull/18612>`__: DEP: stats.iqr:
remove deprecated \`scale=3D'raw'\`
* `#18613 <https://github.com/scipy/scipy/pull/18613>`__: BUG: fix ortho
mode in DST type 2/3
* `#18614 <https://github.com/scipy/scipy/pull/18614>`__: MAINT: don't
override sf for loguniform/reciprocal distribution
* `#18616 <https://github.com/scipy/scipy/pull/18616>`__: ENH: override sf
in loglaplace distribution
* `#18617 <https://github.com/scipy/scipy/pull/18617>`__: MAINT:
interpolate: delete duplicated FITPACK bisplev interface
* `#18620 <https://github.com/scipy/scipy/pull/18620>`__: MAINT: signal:
avoid eval/exec in hilbert2
* `#18622 <https://github.com/scipy/scipy/pull/18622>`__: MAINT: Move
rvs_ratio_uniforms to sampling
* `#18624 <https://github.com/scipy/scipy/pull/18624>`__: DEP: adjust
deprecation of positional arguments
* `#18631 <https://github.com/scipy/scipy/pull/18631>`__: ENH: Add
\`fast_matrix_market\` to scipy.io
* `#18633 <https://github.com/scipy/scipy/pull/18633>`__: BUG: Fix issue
levy_stable.pdf
* `#18640 <https://github.com/scipy/scipy/pull/18640>`__: MAINT: Fix lint
warnings in \`_traversal.pyx\`
* `#18641 <https://github.com/scipy/scipy/pull/18641>`__: ENH: makes
\`_covariance\` a cached property
* `#18649 <https://github.com/scipy/scipy/pull/18649>`__: DEP:
scipy.stats.morestats: clarify deprecation warnings
* `#18652 <https://github.com/scipy/scipy/pull/18652>`__: BUG: Fixes how
the length of argument x of linalg.blas.?gbmv...
* `#18653 <https://github.com/scipy/scipy/pull/18653>`__: DOC: Add missing
equal sign to Lomb-Scargle periodogram equation
* `#18661 <https://github.com/scipy/scipy/pull/18661>`__: CI: update
\`SCIPY_NIGHTLY_UPLOAD_TOKEN\` on CirrusCI.
* `#18664 <https://github.com/scipy/scipy/pull/18664>`__: ENH:
stats.dirichlet: add covariance method
* `#18666 <https://github.com/scipy/scipy/pull/18666>`__: DEV: update
environment.yml, removing setuptools
* `#18667 <https://github.com/scipy/scipy/pull/18667>`__: DEV: Add Windows
specific instructions to environment.yml
* `#18668 <https://github.com/scipy/scipy/pull/18668>`__: ENH: add
machinery to support Array API
* `#18670 <https://github.com/scipy/scipy/pull/18670>`__: MAINT: signal:
deduplicate \*ord functions
* `#18677 <https://github.com/scipy/scipy/pull/18677>`__: TST: linalg:
improve seeding of some tests that are a problem...
* `#18679 <https://github.com/scipy/scipy/pull/18679>`__:
MAINT:stats:Cythonize and remove Fortran statlib code
* `#18682 <https://github.com/scipy/scipy/pull/18682>`__: TST: stats: fix
xslow test failures
* `#18686 <https://github.com/scipy/scipy/pull/18686>`__: DEV: Add ability
to run memory benchmarks on macOS
* `#18689 <https://github.com/scipy/scipy/pull/18689>`__: CI: test with
Python 3.12-beta
* `#18690 <https://github.com/scipy/scipy/pull/18690>`__: DOC: mention that
\`genlogistic\` is one of several types of...
* `#18692 <https://github.com/scipy/scipy/pull/18692>`__: MAINT: signal:
replace \`np.r_["-1", arrays]\` by a more sane...
* `#18694 <https://github.com/scipy/scipy/pull/18694>`__: DOC: signal:
Updated Chebyshev 2 documentation
* `#18695 <https://github.com/scipy/scipy/pull/18695>`__: ENH: override
halflogistic fit for free parameters
* `#18696 <https://github.com/scipy/scipy/pull/18696>`__: MAINT Fix broken
link in scipy.optimize._differentialevolution.py
* `#18699 <https://github.com/scipy/scipy/pull/18699>`__: DEP: integrate:
deprecate old aliases
* `#18705 <https://github.com/scipy/scipy/pull/18705>`__: MAINT Optimize
link in scipy.optimize._differentialevolution.py
* `#18706 <https://github.com/scipy/scipy/pull/18706>`__: DOC: linalg:
various doc improvements
* `#18708 <https://github.com/scipy/scipy/pull/18708>`__: MAINT:
signal/dlsim: avoid using interp1d; use make_interp_spline...
* `#18710 <https://github.com/scipy/scipy/pull/18710>`__: MAINT: remove
np.r_["-1", ...]
* `#18712 <https://github.com/scipy/scipy/pull/18712>`__: MAINT: bump
minimal supported NumPy version to 1.22.4
* `#18713 <https://github.com/scipy/scipy/pull/18713>`__: MAINT: fix linter
error in \`_fitpack_impl.py\`
* `#18714 <https://github.com/scipy/scipy/pull/18714>`__: ENH: Improve beta
entropy when one argument is large
* `#18715 <https://github.com/scipy/scipy/pull/18715>`__: MAINT: signal:
remove duplicated _atleast_2d_or_none
* `#18718 <https://github.com/scipy/scipy/pull/18718>`__: TST: mark two
tests of \`lsq_linear\` as xslow
* `#18719 <https://github.com/scipy/scipy/pull/18719>`__: MAINT:
optimize._chandrupatla: result object fixup
* `#18720 <https://github.com/scipy/scipy/pull/18720>`__: DOC: Fix
notational variation in _lbfgsb_py.py: "pg_i" and "proj...
* `#18723 <https://github.com/scipy/scipy/pull/18723>`__:
MAINT:sparse.linalg: Use _NoValue for deprecated kwargs
* `#18726 <https://github.com/scipy/scipy/pull/18726>`__: ENH: improve
halflogistic distribution fitting with fixed parameters
* `#18727 <https://github.com/scipy/scipy/pull/18727>`__: MAINT: Add skip
CI link to PR template
* `#18728 <https://github.com/scipy/scipy/pull/18728>`__: MAINT:
optimize._chandrupatla: refactor for code reuse
* `#18729 <https://github.com/scipy/scipy/pull/18729>`__: DOC: Add note
connecting weibull_min to standard exponential.
* `#18734 <https://github.com/scipy/scipy/pull/18734>`__: MAINT: Update
codeowners
* `#18742 <https://github.com/scipy/scipy/pull/18742>`__: ENH:
differential_evolution callback accepts intermediate_result
* `#18744 <https://github.com/scipy/scipy/pull/18744>`__:
TST:sparse.linalg:Relax test_hermitian_modes tolerances
* `#18746 <https://github.com/scipy/scipy/pull/18746>`__: MAINT: forward
port 1.11.0 relnotes
* `#18755 <https://github.com/scipy/scipy/pull/18755>`__: ENH: override isf
for Burr distribution
* `#18756 <https://github.com/scipy/scipy/pull/18756>`__: DOC:
stats.boxcox_normmax: correct minimize -> maximize
* `#18758 <https://github.com/scipy/scipy/pull/18758>`__: DOC: Document
performance cliff for scipy.sparse.random
* `#18760 <https://github.com/scipy/scipy/pull/18760>`__: ENH: override
halfnorm fit
* `#18764 <https://github.com/scipy/scipy/pull/18764>`__: ENH: stats: add
informative error message to \`boxcox_normmax\`...
* `#18771 <https://github.com/scipy/scipy/pull/18771>`__: Fix typo from
#18758
* `#18777 <https://github.com/scipy/scipy/pull/18777>`__: DOC: Clarify
Prewitt filter
* `#18783 <https://github.com/scipy/scipy/pull/18783>`__: ENH: stats:
Implement _sf and _isf for hypsecant.
* `#18786 <https://github.com/scipy/scipy/pull/18786>`__: MAINT: forward
port 1.11.1 relnotes
* `#18794 <https://github.com/scipy/scipy/pull/18794>`__: MAINT: fix
\`halflogistic.fit\` for bad location guess
* `#18795 <https://github.com/scipy/scipy/pull/18795>`__: BUG, DOC: Correct
\`adsurl\` value and add a general \`url\`...
* `#18799 <https://github.com/scipy/scipy/pull/18799>`__: ENH: simplify
\`gausshyper.pdf\`
* `#18802 <https://github.com/scipy/scipy/pull/18802>`__: MAINT: Use
\`sparse.diags\` instead of \`spdiags\` internally.
* `#18803 <https://github.com/scipy/scipy/pull/18803>`__: MAINT:
\`rv_discrete\` should raise with duplicate \`xk\` in...
* `#18807 <https://github.com/scipy/scipy/pull/18807>`__: ENH: remove
unnecessary root-find from skewnorm
* `#18808 <https://github.com/scipy/scipy/pull/18808>`__: TST: test for
gh-18800
* `#18812 <https://github.com/scipy/scipy/pull/18812>`__: DEP: linalg:
sharpen deprecation warning for pinv {,r}cond
* `#18814 <https://github.com/scipy/scipy/pull/18814>`__: DOC: update
windows instructions and move conda/mamba
* `#18815 <https://github.com/scipy/scipy/pull/18815>`__: ENH:stats: Add
_isf method to loglaplace
* `#18816 <https://github.com/scipy/scipy/pull/18816>`__: ENH:stats: Add
_isf method to lognorm
* `#18817 <https://github.com/scipy/scipy/pull/18817>`__: DOC: Fix examples
in randint description
* `#18818 <https://github.com/scipy/scipy/pull/18818>`__: MAINT: Simplify
codespaces env activation
* `#18819 <https://github.com/scipy/scipy/pull/18819>`__: TST:
stats.dgamma.pdf: adjust test that fails intermittently
* `#18820 <https://github.com/scipy/scipy/pull/18820>`__: ENH:stats: Add
_isf method to pareto
* `#18822 <https://github.com/scipy/scipy/pull/18822>`__: ENH:stats: Add
_sf and _isf methods to kappa3
* `#18823 <https://github.com/scipy/scipy/pull/18823>`__: ENH:stats: Add
_isf method to lomax
* `#18824 <https://github.com/scipy/scipy/pull/18824>`__: ENH: override
halfcauchy distribution fit
* `#18826 <https://github.com/scipy/scipy/pull/18826>`__: DEP: linalg: use
_NoValue for eigh/eigvalsh positional argument...
* `#18829 <https://github.com/scipy/scipy/pull/18829>`__: ENH: optimize:
vectorized minimization of univariate functions
* `#18830 <https://github.com/scipy/scipy/pull/18830>`__: DOC: soften
wording on import guidelines, mention lazy loading
* `#18833 <https://github.com/scipy/scipy/pull/18833>`__: ENH: optimize:
release the GIL while computing the LSAP solution
* `#18835 <https://github.com/scipy/scipy/pull/18835>`__: DEP:
scipy.stats.stats: clarify deprecation warnings
* `#18840 <https://github.com/scipy/scipy/pull/18840>`__: MAINT:
stats.burr12: moments are undefined when c\*d <=3D order
* `#18841 <https://github.com/scipy/scipy/pull/18841>`__: MAINT: \*sctype\*
replace NumPy 2.0
* `#18843 <https://github.com/scipy/scipy/pull/18843>`__: DEP: vendor
sklearn's mechanism to deprecate passing kwargs positionally
* `#18846 <https://github.com/scipy/scipy/pull/18846>`__: MAINT: Reduce
file size of the SVG files included in \`signal.rst\`
* `#18847 <https://github.com/scipy/scipy/pull/18847>`__: MAINT: ptp no
method for NumPy 2.0
* `#18848 <https://github.com/scipy/scipy/pull/18848>`__: ENH: add compile
and link args to \`show_config\` output
* `#18850 <https://github.com/scipy/scipy/pull/18850>`__: ENH: improve
performance of \`SphericalVoronoi\` area calculation
* `#18852 <https://github.com/scipy/scipy/pull/18852>`__: BUG: fix overflow
in stats.yeojohnson
* `#18853 <https://github.com/scipy/scipy/pull/18853>`__: BENCH: Remove
factorial benchmarks
* `#18854 <https://github.com/scipy/scipy/pull/18854>`__: MAINT: signal:
lighten the notation in lsim
* `#18856 <https://github.com/scipy/scipy/pull/18856>`__: MAINT: Remove
more runtests.py stuff
* `#18858 <https://github.com/scipy/scipy/pull/18858>`__: MAINT: clean up
views/strides/dtypes utilities in \`cluster.hierarcy\`
* `#18861 <https://github.com/scipy/scipy/pull/18861>`__: MAINT: avoid
\`np.deprecate\` and \`np.core\`, add \`normalize_axis_index\`...
* `#18862 <https://github.com/scipy/scipy/pull/18862>`__: ENH: sparse
arrays for hstack, vstack, bmat, block_diag. New...
* `#18863 <https://github.com/scipy/scipy/pull/18863>`__: DEP: remove extra
np.deprecate and add docs back
* `#18872 <https://github.com/scipy/scipy/pull/18872>`__: DOC: Add
relationship between Fisk (log-logistic) and logistic.
* `#18873 <https://github.com/scipy/scipy/pull/18873>`__: DOC: add more
cross compilation details
* `#18885 <https://github.com/scipy/scipy/pull/18885>`__: DOC: minor issues
in install commands
* `#18886 <https://github.com/scipy/scipy/pull/18886>`__: MAINT/DOC: remove
docstring issues in ndimage
* `#18887 <https://github.com/scipy/scipy/pull/18887>`__: DOC: tab sync
based on same tab name using \`\`sync\`\` statement
* `#18888 <https://github.com/scipy/scipy/pull/18888>`__: MAINT: Set RAM
requirement for Codespaces
* `#18889 <https://github.com/scipy/scipy/pull/18889>`__: CI: Add
prerelease build with 64bit OpenBLAS nightly
* `#18893 <https://github.com/scipy/scipy/pull/18893>`__: ENH: Geometric
quality metrics for random sampling
* `#18898 <https://github.com/scipy/scipy/pull/18898>`__: DOC: fix sparse
docs "matrix" and "array" mixup
* `#18905 <https://github.com/scipy/scipy/pull/18905>`__: DOC: Clarify DOF
in f-distribution notes
* `#18910 <https://github.com/scipy/scipy/pull/18910>`__: DOC: from
CONTRIBUTING.rst link to SciPy website
* `#18911 <https://github.com/scipy/scipy/pull/18911>`__: DOC/MAINT:
\`special\` doc fixes
* `#18914 <https://github.com/scipy/scipy/pull/18914>`__: ENH: Enhance
\`dev.py\` by adding command to query PYTHONPATH
* `#18916 <https://github.com/scipy/scipy/pull/18916>`__: DEP: stats:
improve deprecation of private but present modules
* `#18917 <https://github.com/scipy/scipy/pull/18917>`__: ENH: move {c,
q}spline_1d to use sosfilt/lfilter
* `#18920 <https://github.com/scipy/scipy/pull/18920>`__: DOC: indicate
functions with multiple valid solutions in csgraph
* `#18927 <https://github.com/scipy/scipy/pull/18927>`__: TST: use
Hypothesis for property-based tests
* `#18929 <https://github.com/scipy/scipy/pull/18929>`__: ENH: change
sparse dok from subclass of dict to have attribute...
* `#18930 <https://github.com/scipy/scipy/pull/18930>`__: ENH: _lib._util:
make _lazywhere compatible with Array API
* `#18931 <https://github.com/scipy/scipy/pull/18931>`__: MAINT: cleanup
redundant tests for \`vonmises.fit\`
* `#18932 <https://github.com/scipy/scipy/pull/18932>`__: DEP: deprecate
positional arguments for some methods in signal._fir_f=E2=80=A6
* `#18933 <https://github.com/scipy/scipy/pull/18933>`__: DEP: deprecate
positional arguments for special.comb
* `#18934 <https://github.com/scipy/scipy/pull/18934>`__: DEP: deprecate
positional arguments for some methods in sparse.linalg=E2=80=A6
* `#18935 <https://github.com/scipy/scipy/pull/18935>`__: DEP: deprecate
positional arguments for linalg.pinv
* `#18936 <https://github.com/scipy/scipy/pull/18936>`__: DEP: deprecate
positional arguments for stats.kendalltau
* `#18942 <https://github.com/scipy/scipy/pull/18942>`__: CI: Change
OpenBLAS nightly wheel location
* `#18943 <https://github.com/scipy/scipy/pull/18943>`__: DEP:
sparse.linalg: deprecate positional arguments for gcrotmk,...
* `#18946 <https://github.com/scipy/scipy/pull/18946>`__: DEP: linalg:
deprecate positional args for eigh/eigvalsh
* `#18948 <https://github.com/scipy/scipy/pull/18948>`__: ENH: Jones and
Faddy Skew-T distribution
* `#18949 <https://github.com/scipy/scipy/pull/18949>`__: DOC:
stats.FitResult.plot: add example
* `#18952 <https://github.com/scipy/scipy/pull/18952>`__: MAINT: Remove
\`._is_array\` since there's now: \`isinstance(x,...
* `#18954 <https://github.com/scipy/scipy/pull/18954>`__: BENCH:
update/rewrite lobpcg benchmark sparse_linalg_lobpcg.py
* `#18955 <https://github.com/scipy/scipy/pull/18955>`__: MAINT/DOC:
spatial: Document and test the double cover property...
* `#18958 <https://github.com/scipy/scipy/pull/18958>`__: MAINT:
optimize.differential_evolution: clarify that bounds must...
* `#18962 <https://github.com/scipy/scipy/pull/18962>`__: Update name of
coverage action
* `#18963 <https://github.com/scipy/scipy/pull/18963>`__:
ENH:sparse.linalg: Add LaplacianNd class to special sparse arrays
* `#18967 <https://github.com/scipy/scipy/pull/18967>`__: MAINT: redefine
\`PyArray_MAX\`/\`PyArray_MIN\` because they...
* `#18968 <https://github.com/scipy/scipy/pull/18968>`__: DEP: optimize:
improve deprecation of private modules named without...
* `#18970 <https://github.com/scipy/scipy/pull/18970>`__: DEP: integrate:
improve deprecation of private modules named...
* `#18973 <https://github.com/scipy/scipy/pull/18973>`__: MAINT: linalg:
remove a stray np.cast
* `#18975 <https://github.com/scipy/scipy/pull/18975>`__: ENH: Port scipy
to use new numpy complex types
* `#18977 <https://github.com/scipy/scipy/pull/18977>`__: ENH: Expose c1
and c2 of scalar_search_wolfe to fmin_bfgs
* `#18986 <https://github.com/scipy/scipy/pull/18986>`__: ENH: add
possibility to fix parameters in multivariate normal...
* `#18992 <https://github.com/scipy/scipy/pull/18992>`__: DEP: interpolate:
improve deprecation of private modules named...
* `#18995 <https://github.com/scipy/scipy/pull/18995>`__: DOC:
stats.lognorm: add example of the relationship between norm...
* `#18996 <https://github.com/scipy/scipy/pull/18996>`__: ENH:
optimize.curve_fit: reduce overhead of lightweight memoization
* `#18997 <https://github.com/scipy/scipy/pull/18997>`__: DOC: add
\`noexcept\` to \`cython_optimize\` docs
* `#19000 <https://github.com/scipy/scipy/pull/19000>`__: MAINT: fft:
rename \`test_numpy.py\` to \`test_basic.py\`
* `#19005 <https://github.com/scipy/scipy/pull/19005>`__: ENH: fft: support
array API standard
* `#19007 <https://github.com/scipy/scipy/pull/19007>`__: BLD: Add venv to
.gitignore
* `#19010 <https://github.com/scipy/scipy/pull/19010>`__: DOC/MAINT: typo:
change Azure reference to Cirrus
* `#19012 <https://github.com/scipy/scipy/pull/19012>`__: DOC:
stats.mannwhitneyu: address apparent sign inconsistency...
* `#19013 <https://github.com/scipy/scipy/pull/19013>`__: DOCS: Fixed typo
in _fitpack2.py
* `#19014 <https://github.com/scipy/scipy/pull/19014>`__: MAINT: copy,
array-api compatible utility function
* `#19015 <https://github.com/scipy/scipy/pull/19015>`__: ENH: Update numpy
exceptions imports
* `#19018 <https://github.com/scipy/scipy/pull/19018>`__: TST/BUG: fix
array API test skip decorators
* `#19023 <https://github.com/scipy/scipy/pull/19023>`__: ENH: special:
dispatch to array library
* `#19030 <https://github.com/scipy/scipy/pull/19030>`__: MAINT: replace
\`optparse\` usage with \`argparse\`
* `#19033 <https://github.com/scipy/scipy/pull/19033>`__: MAINT: Fix
codespaces setup.sh script
* `#19035 <https://github.com/scipy/scipy/pull/19035>`__: DEP: linalg:
improve deprecation of private modules named without...
* `#19045 <https://github.com/scipy/scipy/pull/19045>`__: MAINT: Change
\`add_newdoc\` import and remove \`NINF\`
* `#19047 <https://github.com/scipy/scipy/pull/19047>`__: Corrected a
grammatical error in the docstring of class DOP853
* `#19050 <https://github.com/scipy/scipy/pull/19050>`__: CI/BLD: make
nightly wheels daily closes #19048
* `#19051 <https://github.com/scipy/scipy/pull/19051>`__: ENH: array
agnostic \`cov\`, used in \`cluster\`
* `#19052 <https://github.com/scipy/scipy/pull/19052>`__: BENCH: update
asv, fail benchmark CI on errors, fix fallout
* `#19053 <https://github.com/scipy/scipy/pull/19053>`__: CI: cirrus mods
* `#19055 <https://github.com/scipy/scipy/pull/19055>`__: MAINT: use
\`copy\` utility from #19014 in \`cluster\`
* `#19057 <https://github.com/scipy/scipy/pull/19057>`__: ENH: add
computing a selected number m of extreme eigenpairs...
* `#19060 <https://github.com/scipy/scipy/pull/19060>`__: MAINT: port
minpack2.dcsrch from Fortran to Python, remove Fortran...
* `#19061 <https://github.com/scipy/scipy/pull/19061>`__: DOC: spell NaN ->
nan
* `#19062 <https://github.com/scipy/scipy/pull/19062>`__: BLD: Replace
complex occurences with singlecomplex in SuperLU
* `#19064 <https://github.com/scipy/scipy/pull/19064>`__: TST: bump
tolerance of \`TestTruncexpon.test_is_isf\` a little
* `#19066 <https://github.com/scipy/scipy/pull/19066>`__: Update dfovec.py
case 20 for zero indexing
* `#19067 <https://github.com/scipy/scipy/pull/19067>`__: DEP: remove all
deprecated \`scipy.<numpy-func>\` objects
* `#19070 <https://github.com/scipy/scipy/pull/19070>`__: DEP: odr:
improved deprecation of private modules
* `#19073 <https://github.com/scipy/scipy/pull/19073>`__: DOC: remove
reference to no longer imported numpy funcs
* `#19074 <https://github.com/scipy/scipy/pull/19074>`__: TST: add
regression test for sqrtm unexpectedly converting to...
* `#19078 <https://github.com/scipy/scipy/pull/19078>`__: ENH: Reflect
changes from numpy namespace refactor part 3
* `#19081 <https://github.com/scipy/scipy/pull/19081>`__: ENH: optimize: c1
and c2 of scalar_search_wolfe to cg and newton-cg
* `#19083 <https://github.com/scipy/scipy/pull/19083>`__: MAINT: forward
port 1.11.2 relnotes
* `#19086 <https://github.com/scipy/scipy/pull/19086>`__: BLD: tweaks to
build dependencies and 3.12 classifier in pyproject.toml
* `#19087 <https://github.com/scipy/scipy/pull/19087>`__: DOC: add info
about usage of ccache for benchmarks
* `#19089 <https://github.com/scipy/scipy/pull/19089>`__: DOC: add comment
on args in solve_ivp (#18876)
* `#19091 <https://github.com/scipy/scipy/pull/19091>`__: MAINT:
optimize.root_scalar: handle args when method is newton...
* `#19093 <https://github.com/scipy/scipy/pull/19093>`__: MAINT:
stats.zscore: return correct result when 0th element is...
* `#19094 <https://github.com/scipy/scipy/pull/19094>`__: BUG: optimize:
update incorrect c1 value
* `#19095 <https://github.com/scipy/scipy/pull/19095>`__: ENH: optimize:
add inv Hess estimate in BFGS
* `#19100 <https://github.com/scipy/scipy/pull/19100>`__: MAINT: Move
\`trapezoid\` implementation to SciPy
* `#19104 <https://github.com/scipy/scipy/pull/19104>`__: MAINT: fix the CT
subclass benchmark
* `#19110 <https://github.com/scipy/scipy/pull/19110>`__: MAINT: Remove
usages of np.row_stack and np.in1d
* `#19113 <https://github.com/scipy/scipy/pull/19113>`__: MAINT, TST:
default_rng few tests
* `#19115 <https://github.com/scipy/scipy/pull/19115>`__: ENH, TST: Use
explicit imports in docstring examples
* `#19127 <https://github.com/scipy/scipy/pull/19127>`__: DOC: linalg: fix
typos in pinv docs
* `#19128 <https://github.com/scipy/scipy/pull/19128>`__: ENH: optimize:
add method attribute to result object from root_scalar...
* `#19129 <https://github.com/scipy/scipy/pull/19129>`__: DOC:Added
Examples To \`combine_pvalues\` and \`fhtoffset\`
* `#19136 <https://github.com/scipy/scipy/pull/19136>`__: MAINT: remove
NumPy infty alias
* `#19141 <https://github.com/scipy/scipy/pull/19141>`__: MAINT: more NumPy
API shims
* `#19143 <https://github.com/scipy/scipy/pull/19143>`__: MAINT: remove
asfarray usage
* `#19146 <https://github.com/scipy/scipy/pull/19146>`__: DOC:
sparse.linalg: Enhance lobpcg documentation with updated...
* `#19152 <https://github.com/scipy/scipy/pull/19152>`__: DOC: fix
predeces(s)or typo.
* `#19157 <https://github.com/scipy/scipy/pull/19157>`__: TST: add
array-agnostic assertions
* `#19162 <https://github.com/scipy/scipy/pull/19162>`__: ENH: Allow
\`sparse_mtx.transpose(axes=3D(1, 0))\`
* `#19165 <https://github.com/scipy/scipy/pull/19165>`__: DEP: improve
deprecation warnings for constants module
* `#19166 <https://github.com/scipy/scipy/pull/19166>`__: MAINT: Reflect
changes from \`numpy\` namespace refactor Part...
* `#19168 <https://github.com/scipy/scipy/pull/19168>`__: BLD: special: fix
dependencies for \`_ellip_harm_2\`
* `#19170 <https://github.com/scipy/scipy/pull/19170>`__: MAINT: fix a
number of issues in Cython code
* `#19171 <https://github.com/scipy/scipy/pull/19171>`__: ENH: constructors
for sparse arrays
* `#19172 <https://github.com/scipy/scipy/pull/19172>`__: MAINT: Spherical
Voronoi sort simplify
* `#19173 <https://github.com/scipy/scipy/pull/19173>`__: MAINT:
integrate._tanhsinh: improvements after further testing
* `#19175 <https://github.com/scipy/scipy/pull/19175>`__: DOC: stats:
Correct levy_stable loc-scale note
* `#19178 <https://github.com/scipy/scipy/pull/19178>`__: MAINT/DOC: add
\`fit\` to multivariate normal methods in documentation
* `#19179 <https://github.com/scipy/scipy/pull/19179>`__: DOC: Added
example for tf2zpk function
* `#19183 <https://github.com/scipy/scipy/pull/19183>`__: MAINT: Import
\`fromarrays\` from \`rec\`
* `#19184 <https://github.com/scipy/scipy/pull/19184>`__: TST: fix sparse
constructor test with large memory footprint
* `#19186 <https://github.com/scipy/scipy/pull/19186>`__: TST: _lib:
improve array API assertions
* `#19187 <https://github.com/scipy/scipy/pull/19187>`__: BUG: accept
\`np\`-coercible array-likes with array API flag...
* `#19191 <https://github.com/scipy/scipy/pull/19191>`__: BLD: update
minimum versions of meson-python and pythran
* `#19192 <https://github.com/scipy/scipy/pull/19192>`__: TST: test
tolerance bumps to fix reported failures
* `#19194 <https://github.com/scipy/scipy/pull/19194>`__: BUG/TST: fix
\`test_array_api\` for \`cupy\`
* `#19195 <https://github.com/scipy/scipy/pull/19195>`__: DOC: Fixed typo
in scipy.stats.Covariance
* `#19198 <https://github.com/scipy/scipy/pull/19198>`__: DOC:
optimize.minimize_scalar: note limitations and suggest alternatives
* `#19201 <https://github.com/scipy/scipy/pull/19201>`__: DOC: missing
backticks
* `#19202 <https://github.com/scipy/scipy/pull/19202>`__: DOC: remove old
mention to Python 2.
* `#19203 <https://github.com/scipy/scipy/pull/19203>`__: DOC: Fix
_nan_allsame example prompt.
* `#19204 <https://github.com/scipy/scipy/pull/19204>`__: DOC: missing (and
stray) backtick in mannwhitneyu
* `#19206 <https://github.com/scipy/scipy/pull/19206>`__: TST, MAINT: skip
fix for array API tests
* `#19217 <https://github.com/scipy/scipy/pull/19217>`__: BLD: start
building wheels against numpy 2.0 [wheel build]
* `#19218 <https://github.com/scipy/scipy/pull/19218>`__: DOC: Added
examples for zpk2tf, tf2sos, sos2tf, lp2lp_zpk, lp2hp_zpk,...
* `#19219 <https://github.com/scipy/scipy/pull/19219>`__: ENH: Implemented
custom mutation / crossover functions for DifferentialEvolution
* `#19222 <https://github.com/scipy/scipy/pull/19222>`__: DOC: clarify
guidance on style modifications
* `#19224 <https://github.com/scipy/scipy/pull/19224>`__: BUG: integrate:
expose ODEintWarning
* `#19226 <https://github.com/scipy/scipy/pull/19226>`__: DEP: improve
message for deprecated private API for \`sparse\`
* `#19227 <https://github.com/scipy/scipy/pull/19227>`__: DOC: Trailing
character after closing backquote.
* `#19229 <https://github.com/scipy/scipy/pull/19229>`__: DOC: Fix repeated
typos in dev.py
* `#19233 <https://github.com/scipy/scipy/pull/19233>`__: DOC: Fix
character after trailing backticks
* `#19236 <https://github.com/scipy/scipy/pull/19236>`__: BUG: Remove
removed item from \`__all__\`
* `#19237 <https://github.com/scipy/scipy/pull/19237>`__: DOC: Missing
import in private _nan_allsame function docs.
* `#19240 <https://github.com/scipy/scipy/pull/19240>`__: DEP: spatial:
improve deprecation of private modules without...
* `#19243 <https://github.com/scipy/scipy/pull/19243>`__: DOC: stats: fix
documentation of warnings raised by pearsonr
* `#19244 <https://github.com/scipy/scipy/pull/19244>`__: MAINT: scipy.io
NEP 50 shims
* `#19247 <https://github.com/scipy/scipy/pull/19247>`__: MAINT: NumPy
version check removals
* `#19251 <https://github.com/scipy/scipy/pull/19251>`__: TST/MAINT:
cluster: use new array API assertions
* `#19253 <https://github.com/scipy/scipy/pull/19253>`__: MAINT: Cleanup
expired ndarray methods
* `#19256 <https://github.com/scipy/scipy/pull/19256>`__: DOC: Added
examples for correlation, num_obs_dm, num_obs_y functions.
* `#19259 <https://github.com/scipy/scipy/pull/19259>`__: DOC: outline
workaround when precision losses occur in BFGS [skip...
* `#19261 <https://github.com/scipy/scipy/pull/19261>`__: MAINT: fft:
refactor basic backend with \`_execute_1D\`
* `#19262 <https://github.com/scipy/scipy/pull/19262>`__: MAINT: fft: clean
up test-skips
* `#19263 <https://github.com/scipy/scipy/pull/19263>`__: ENH: fft: GPU
support for non-standard basic transforms
* `#19264 <https://github.com/scipy/scipy/pull/19264>`__: MAINT/TST: fft:
remove duplicate namespace and dtype checks
* `#19265 <https://github.com/scipy/scipy/pull/19265>`__: MAINT: array API:
rename \`arg_err_msg\` and move to \`_lib\`
* `#19266 <https://github.com/scipy/scipy/pull/19266>`__: ENH: use inplace
add in _minimize_newtoncg
* `#19267 <https://github.com/scipy/scipy/pull/19267>`__: MAINT: use
linalg.norm in \`_minimize_newtoncg\`
* `#19270 <https://github.com/scipy/scipy/pull/19270>`__: MAINT: fix
-Wdeprecated-non-prototype warnings in Cephes code
* `#19271 <https://github.com/scipy/scipy/pull/19271>`__: DOC: add example
for \`ndimage.shift\`
* `#19275 <https://github.com/scipy/scipy/pull/19275>`__: MAINT: Add
warning filter for \`numpy.core\` rename
* `#19278 <https://github.com/scipy/scipy/pull/19278>`__: DOC: use
\`np.copysign()\` instead of \`np.sign()\`
* `#19281 <https://github.com/scipy/scipy/pull/19281>`__: DOC: add \`fft\`
to list of array API supporting modules
* `#19282 <https://github.com/scipy/scipy/pull/19282>`__: MAINT: fft: clean
up assertions
* `#19284 <https://github.com/scipy/scipy/pull/19284>`__: ENH: update
SuperLU to version 6.0.1
* `#19285 <https://github.com/scipy/scipy/pull/19285>`__: MAINT fix more
\`-Wdeprecate-non-prototype\` warnings
* `#19287 <https://github.com/scipy/scipy/pull/19287>`__: ENH: add
exact=3DFalse support for stirling2
* `#19289 <https://github.com/scipy/scipy/pull/19289>`__: BLD: stats:
improve build config for \`unuran_wrapper\`
* `#19293 <https://github.com/scipy/scipy/pull/19293>`__: MAINT:
optimize._bracket_root: refactor and comment for clarity
* `#19294 <https://github.com/scipy/scipy/pull/19294>`__: MAINT: replace
IOError alias with OSError
* `#19295 <https://github.com/scipy/scipy/pull/19295>`__: DOC: fix typos
found by codespell
* `#19296 <https://github.com/scipy/scipy/pull/19296>`__: MAINT: fix linter
issues
* `#19298 <https://github.com/scipy/scipy/pull/19298>`__: MAINT: replace
io.open alias with built-in open
* `#19302 <https://github.com/scipy/scipy/pull/19302>`__: MAINT:
Fix/parametrize Rotation tests.
* `#19304 <https://github.com/scipy/scipy/pull/19304>`__: DOC: fix page
typo in ks_2samp reference
* `#19310 <https://github.com/scipy/scipy/pull/19310>`__: MAINT: Remove
\`np.int_\` and \`np.uint\`
* `#19311 <https://github.com/scipy/scipy/pull/19311>`__: DOC: invalid
interpreted-text (missing space after closing backtick).
* `#19312 <https://github.com/scipy/scipy/pull/19312>`__: DOC: Misc
formatting error.
* `#19313 <https://github.com/scipy/scipy/pull/19313>`__: DOC: And new line
at end of line in CPP code.
* `#19314 <https://github.com/scipy/scipy/pull/19314>`__: DOC: Rst don't
like list without blanklines.
* `#19315 <https://github.com/scipy/scipy/pull/19315>`__: MAINT: forward
port 1.11.3 relnotes
* `#19317 <https://github.com/scipy/scipy/pull/19317>`__: MAINT: remove
support for building with setup.py
* `#19327 <https://github.com/scipy/scipy/pull/19327>`__: ENH: Add a
numerically stable logpdf function for the skewnorm...
* `#19331 <https://github.com/scipy/scipy/pull/19331>`__: MAINT, BLD: more
setup.py cleanups
* `#19333 <https://github.com/scipy/scipy/pull/19333>`__: ENH: Fit
skewnorms with MLE more robustly
* `#19340 <https://github.com/scipy/scipy/pull/19340>`__: DEP: deprecate
scipy.signal wavelets
* `#19341 <https://github.com/scipy/scipy/pull/19341>`__: MAINT: Remove
remaining \`numpy.int_\` and filter \`np.long\`...
* `#19346 <https://github.com/scipy/scipy/pull/19346>`__: MAINT: stats: fix
\`differential_entropy\` too small error behavior
* `#19347 <https://github.com/scipy/scipy/pull/19347>`__: BUG: fix
ValueError in stats.truncpareto
* `#19349 <https://github.com/scipy/scipy/pull/19349>`__: MAINT: Minor fix
to shim import of scipy.signal.
* `#19350 <https://github.com/scipy/scipy/pull/19350>`__: ENH: stats: add
support for masked arrays, \`nan_policy\`, and...
* `#19358 <https://github.com/scipy/scipy/pull/19358>`__: TST:
SphericalVoronoi region type
* `#19360 <https://github.com/scipy/scipy/pull/19360>`__: BLD, MAINT: more
build system cleanups
* `#19367 <https://github.com/scipy/scipy/pull/19367>`__: CI: avoid using
Cython 3.0.3
* `#19371 <https://github.com/scipy/scipy/pull/19371>`__: ENH:
stats.ansari: add axis / nan_policy / keepdims support
* `#19376 <https://github.com/scipy/scipy/pull/19376>`__: TST: bump
tolerance of \`test_al_mohy_higham_2012_experiment_1\`
* `#19380 <https://github.com/scipy/scipy/pull/19380>`__: DEV/CI: use
scipy-openblas32 wheels in dev.py and some CI jobs
* `#19385 <https://github.com/scipy/scipy/pull/19385>`__: ENH: beta
negative binomial distribution
* `#19390 <https://github.com/scipy/scipy/pull/19390>`__: DOC, MAINT: more
distutils/build cleanups
* `#19391 <https://github.com/scipy/scipy/pull/19391>`__: MAINT: spatial:
Change error message in KDTree to be more informative.
* `#19392 <https://github.com/scipy/scipy/pull/19392>`__: ENH:
stats.bartlett: add axis / nan_policy / keepdims support
* `#19394 <https://github.com/scipy/scipy/pull/19394>`__: MAINT: Partially
revert \`np.int_\` changes
* `#19395 <https://github.com/scipy/scipy/pull/19395>`__: DEP: ndimage:
improve the deprecation of private modules named...
* `#19399 <https://github.com/scipy/scipy/pull/19399>`__: TST: signal: add
missing assertion in test_filter_design.py
* `#19402 <https://github.com/scipy/scipy/pull/19402>`__: MAINT: l-bfgs-b
remove intermediate bounds array
* `#19409 <https://github.com/scipy/scipy/pull/19409>`__: MAINT: fix a C++
build error with GCC 13
* `#19410 <https://github.com/scipy/scipy/pull/19410>`__: DOC: interpolate:
add note to BarycentricInterpolator.add_xi
* `#19412 <https://github.com/scipy/scipy/pull/19412>`__: ENH: stats: add
support for masked arrays for circular statistics...
* `#19414 <https://github.com/scipy/scipy/pull/19414>`__: BLD:
with-scipy-openblas instead of use-scipy-openblas
* `#19419 <https://github.com/scipy/scipy/pull/19419>`__: ENH:
SphericalVoronoi sort faster
* `#19422 <https://github.com/scipy/scipy/pull/19422>`__: DOC: Fix trivial
typo.
* `#19425 <https://github.com/scipy/scipy/pull/19425>`__: ENH: stats: add
masked array, axis tuple, and nan policy support...
* `#19426 <https://github.com/scipy/scipy/pull/19426>`__: MAINT: Update
\`fft.helper\` import
* `#19428 <https://github.com/scipy/scipy/pull/19428>`__: ENH:
stats.levene/fligner: add axis / nan_policy / keepdims support
* `#19429 <https://github.com/scipy/scipy/pull/19429>`__: DOC: Fix
documentation of callback function signature of scipy.optimize.minimize
* `#19431 <https://github.com/scipy/scipy/pull/19431>`__: MAINT: more NEP
50 shims
* `#19433 <https://github.com/scipy/scipy/pull/19433>`__: DOC: Add example
for \`stats.hdquantiles\`
* `#19435 <https://github.com/scipy/scipy/pull/19435>`__: MAINT: Translate
lambertw_scalar into C++
* `#19439 <https://github.com/scipy/scipy/pull/19439>`__: BLD: update build
dependency versions in pyproject.toml
* `#19440 <https://github.com/scipy/scipy/pull/19440>`__: DOC: remove
unused parameter in spline_filter docstring
* `#19443 <https://github.com/scipy/scipy/pull/19443>`__: TST: Fix #19442
minimally
* `#19445 <https://github.com/scipy/scipy/pull/19445>`__: TST: Remove some
unnecessary tuple conversions
* `#19449 <https://github.com/scipy/scipy/pull/19449>`__: DOC/MAINT: fft:
fix signature for next_fast_len
* `#19453 <https://github.com/scipy/scipy/pull/19453>`__: Added parenthesis
for accurate calculation of frequencies w when...
* `#19458 <https://github.com/scipy/scipy/pull/19458>`__: DOC: spatial:
Rotation docs updates
* `#19461 <https://github.com/scipy/scipy/pull/19461>`__: DOC: dev: update
max line length to 88 characters
* `#19465 <https://github.com/scipy/scipy/pull/19465>`__: DOC: fix broken
NetCDF URL
* `#19466 <https://github.com/scipy/scipy/pull/19466>`__: MAINT: NumPy int
type shims
* `#19469 <https://github.com/scipy/scipy/pull/19469>`__: DEP: special:
improve deprecation of private modules named without...
* `#19471 <https://github.com/scipy/scipy/pull/19471>`__: MAINT: Translate
binom to C++
* `#19472 <https://github.com/scipy/scipy/pull/19472>`__: MAINT: Update
fast_matrix_market to 1.7.4
* `#19482 <https://github.com/scipy/scipy/pull/19482>`__: MAINT: Make use
of sf_error conditional on flag in scipy::special...
* `#19483 <https://github.com/scipy/scipy/pull/19483>`__: ENH: add max dist
to NearestNDInterpolator
* `#19484 <https://github.com/scipy/scipy/pull/19484>`__: CI: limit
scipy-openblas32 wheel to 0.3.23.293.2
* `#19487 <https://github.com/scipy/scipy/pull/19487>`__: ENH:
stats.cramervonmises/epps_singleton: add axis / nan_policy...
* `#19489 <https://github.com/scipy/scipy/pull/19489>`__: MAINT: lint:
ignore E501 (line length) by subpackage
* `#19491 <https://github.com/scipy/scipy/pull/19491>`__: MAINT/STY: misc:
remove E501 (line length) lint ignore
* `#19494 <https://github.com/scipy/scipy/pull/19494>`__: MAINT/STY:
\`conftest.py\`: remove E501 (line length) lint ignore
* `#19495 <https://github.com/scipy/scipy/pull/19495>`__: MAINT: get rid of
Python 2 left-overs
* `#19497 <https://github.com/scipy/scipy/pull/19497>`__: CI: add '[lint
only]', '[docs only]' skip tags
* `#19501 <https://github.com/scipy/scipy/pull/19501>`__: TST: skip
test_bootstrap_against_theory
* `#19503 <https://github.com/scipy/scipy/pull/19503>`__: MAINT/STY:
fftpack: remove E501 (line length) lint ignore
* `#19505 <https://github.com/scipy/scipy/pull/19505>`__: MAINT/STY:
\`scipyoptdoc.py\`: remove E501 (line length) lint...
* `#19506 <https://github.com/scipy/scipy/pull/19506>`__: MAINT: sparse:
update tests to switch to format and toarray from...
* `#19507 <https://github.com/scipy/scipy/pull/19507>`__: MAINT/DOC: stats:
fix lint errors
* `#19508 <https://github.com/scipy/scipy/pull/19508>`__: MAINT/DOC/BENCH:
optimize: fix linter errors
* `#19509 <https://github.com/scipy/scipy/pull/19509>`__: MAINT: fix
remaining lint errors
* `#19510 <https://github.com/scipy/scipy/pull/19510>`__: DEP: integrate:
deprecate romberg and quadrature
* `#19514 <https://github.com/scipy/scipy/pull/19514>`__: MAINT/STY: odr:
remove E501 (line length) lint ignore
* `#19515 <https://github.com/scipy/scipy/pull/19515>`__: MAINT:
Restructure extra_special (working name) as internal library
* `#19516 <https://github.com/scipy/scipy/pull/19516>`__: MAINT: lint:
enable UP rules
* `#19519 <https://github.com/scipy/scipy/pull/19519>`__: DOC: Fix example
used in stats tutorial
* `#19520 <https://github.com/scipy/scipy/pull/19520>`__: MAINT/STY: fft:
remove E501 (line length) lint ignore, \`noqa\`...
* `#19523 <https://github.com/scipy/scipy/pull/19523>`__: MAINT/STY:
constants: remove E501 (line length) lint ignore
* `#19525 <https://github.com/scipy/scipy/pull/19525>`__: DOC, CI: refguide
may vary locs
* `#19527 <https://github.com/scipy/scipy/pull/19527>`__: DOC, MAINT: more
refguide fixes
* `#19529 <https://github.com/scipy/scipy/pull/19529>`__: MAINT: blanket
\`noqa\` vet
* `#19533 <https://github.com/scipy/scipy/pull/19533>`__: DOC: fix more
typos found by codespell
* `#19534 <https://github.com/scipy/scipy/pull/19534>`__: MAINT: get rid of
more Python 2 left-overs
* `#19540 <https://github.com/scipy/scipy/pull/19540>`__: DOC:
_binomtest.py: Add clearer error messages
* `#19546 <https://github.com/scipy/scipy/pull/19546>`__: MAINT: Fix
interpolate.make_smoothing_spline's size validation...
* `#19556 <https://github.com/scipy/scipy/pull/19556>`__: DOC: revert part
of bcbb18f / #19533
* `#19558 <https://github.com/scipy/scipy/pull/19558>`__: MAINT: forward
port 1.11.4 relnotes
* `#19562 <https://github.com/scipy/scipy/pull/19562>`__: MAINT: Fix typos
in Rotation.from_mrp referenced paper
* `#19564 <https://github.com/scipy/scipy/pull/19564>`__: MAINT: Mark in
\`.gitignore\` the directories instead of their...
* `#19570 <https://github.com/scipy/scipy/pull/19570>`__: DOC: Fixed build
instructions in index.rst (#19568)
* `#19574 <https://github.com/scipy/scipy/pull/19574>`__: DOC: update
Building from source docs for editable installs
* `#19576 <https://github.com/scipy/scipy/pull/19576>`__: BUG: Use uint32
for cost in NI_WatershedElement
* `#19578 <https://github.com/scipy/scipy/pull/19578>`__: BUG:
stats._axis_nan_policy_factory: respect too_small when detecting...
* `#19579 <https://github.com/scipy/scipy/pull/19579>`__: BLD:MAINT:Update
dev.py message
* `#19581 <https://github.com/scipy/scipy/pull/19581>`__: BUG:
interpolate/ndbspline: fix OOB access for len(tx) !=3D len(ty)...
* `#19583 <https://github.com/scipy/scipy/pull/19583>`__: ENH: Use
\`np.dot\` to speedup \`spatial.distance.correlation\`
* `#19585 <https://github.com/scipy/scipy/pull/19585>`__: DEP: improve
deprecation of remaining private modules named without...
* `#19588 <https://github.com/scipy/scipy/pull/19588>`__: BLD:Add missing
cstdin include in fast matrix market
* `#19589 <https://github.com/scipy/scipy/pull/19589>`__: ENH: Use
\`np.dot\` to speedup \`spatial.distance.hamming\`
* `#19590 <https://github.com/scipy/scipy/pull/19590>`__: MAINT:special:Add
more noexcept to Cython signatures
* `#19591 <https://github.com/scipy/scipy/pull/19591>`__: MAINT:
interpolate/RGI: avoid unnecessary validation of data...
* `#19593 <https://github.com/scipy/scipy/pull/19593>`__: Returning
NotImplemented in comparisons with sparse arrays
* `#19597 <https://github.com/scipy/scipy/pull/19597>`__: TST:
special._sinpi/_cospi: skip failing \`test_intermediate_overflow\`
* `#19600 <https://github.com/scipy/scipy/pull/19600>`__: Fix sparse
multiply
* `#19601 <https://github.com/scipy/scipy/pull/19601>`__: ENH: Make special
C++ implementations work on CUDA (and beyond!)
* `#19603 <https://github.com/scipy/scipy/pull/19603>`__: DOC: doc shim for
eig normalization
* `#19604 <https://github.com/scipy/scipy/pull/19604>`__: BUG: fix overflow
in stats.boxcox_normmax when method=3D'mle'
* `#19606 <https://github.com/scipy/scipy/pull/19606>`__: MAINT: array
types: restrict to boolean & numerical dtypes
* `#19608 <https://github.com/scipy/scipy/pull/19608>`__: MAINT/DOC:
refguide-check fixes
* `#19609 <https://github.com/scipy/scipy/pull/19609>`__: MAINT: lint:
enable line-length check (package-wide)
* `#19611 <https://github.com/scipy/scipy/pull/19611>`__: DOC: clarify
interpolator termionolgy
* `#19613 <https://github.com/scipy/scipy/pull/19613>`__: MAINT: Added
clang-format formatting for special C++ files
* `#19617 <https://github.com/scipy/scipy/pull/19617>`__: fix numerical
stability
* `#19618 <https://github.com/scipy/scipy/pull/19618>`__: MAINT: qmc
permutations win type
* `#19622 <https://github.com/scipy/scipy/pull/19622>`__: CI: undo
cython=3D=3D0.29.35 pin for the 32-bit Linux job, remove...
* `#19623 <https://github.com/scipy/scipy/pull/19623>`__: MAINT: lint:
enable \`stacklevel\` warnings check
* `#19624 <https://github.com/scipy/scipy/pull/19624>`__: MAINT/TST: _lib:
use value instead of deprecated s
* `#19626 <https://github.com/scipy/scipy/pull/19626>`__: MAINT: more SciPy
windows int shims
* `#19628 <https://github.com/scipy/scipy/pull/19628>`__: DOC: 1.12.0
release notes
* `#19635 <https://github.com/scipy/scipy/pull/19635>`__: MAINT: simplify
Nakagami mean calculation
* `#19637 <https://github.com/scipy/scipy/pull/19637>`__: DOC: Clarify
integration error bound in \`integrate\` tutorial
* `#19648 <https://github.com/scipy/scipy/pull/19648>`__: MAINT: simplify
chi distribution mean calculation
* `#19651 <https://github.com/scipy/scipy/pull/19651>`__: MAINT:
stats.entropy: silence mypy
* `#19656 <https://github.com/scipy/scipy/pull/19656>`__: BUG: Remove
unnecessary incref on unrelated type
* `#19658 <https://github.com/scipy/scipy/pull/19658>`__: MAINT: git blame
ignores for lint clean-ups
* `#19660 <https://github.com/scipy/scipy/pull/19660>`__: STY: special: use
indent width of 4 in clang-format
* `#19661 <https://github.com/scipy/scipy/pull/19661>`__: CI: fix
pre-release job by correct version pin for scipy-openblas32
* `#19670 <https://github.com/scipy/scipy/pull/19670>`__: MAINT: version
bounds for 1.12.0rc1
* `#19677 <https://github.com/scipy/scipy/pull/19677>`__: DOC: array types:
mention partial support in \`special\`
* `#19686 <https://github.com/scipy/scipy/pull/19686>`__: TST: fix
incorrect signal.sosfilt tests
* `#19690 <https://github.com/scipy/scipy/pull/19690>`__: BLD: avoid
fast-math for oneAPI compilers, fix up handling of...
* `#19691 <https://github.com/scipy/scipy/pull/19691>`__: BUG: fix negative
overflow in stats.boxcox_normmax
* `#19693 <https://github.com/scipy/scipy/pull/19693>`__: BUG: Prevent
mutation of \`w\` parameter in \`spatial.distance.\*\`
* `#19702 <https://github.com/scipy/scipy/pull/19702>`__: DEP: Adopt
\`\*tol\` deprecations also for \`gcrotmk/lgmres/minres/tfqmr\`
* `#19709 <https://github.com/scipy/scipy/pull/19709>`__: MAINT: Cumulative
simpson follow-up comments
* `#19735 <https://github.com/scipy/scipy/pull/19735>`__: DOC: update
release notes with all deprecations for 1.12 release
* `#19748 <https://github.com/scipy/scipy/pull/19748>`__: TST: skip
RGI(..., method=3D"pchip" for complex values)
* `#19751 <https://github.com/scipy/scipy/pull/19751>`__: BUG: Make FMM
classes \`py::module_local\` (fix for 1.12RC)
* `#19761 <https://github.com/scipy/scipy/pull/19761>`__: MAINT: Avoid use
of aligned_alloc in pocketfft on windows
* `#19779 <https://github.com/scipy/scipy/pull/19779>`__: BUG: Fix
\`nbinom.logcdf\` for invalid input
* `#19785 <https://github.com/scipy/scipy/pull/19785>`__: BUG: support
sparse Hessian in \`Newton-CG\`
* `#19797 <https://github.com/scipy/scipy/pull/19797>`__: MAINT: 1.12.0rc2
prep
* `#19800 <https://github.com/scipy/scipy/pull/19800>`__: TST: loosen
tolerances for tests that fail otherwise on windows+MKL
* `#19806 <https://github.com/scipy/scipy/pull/19806>`__: TST: fix
compatibility with pytest 8
* `#19830 <https://github.com/scipy/scipy/pull/19830>`__: REL: bump
copyright to 2024
* `#19842 <https://github.com/scipy/scipy/pull/19842>`__: TST: move
reference data for test_real_transforms to a fixture
* `#19859 <https://github.com/scipy/scipy/pull/19859>`__: BLD: improve
scipy-openblas dependency check
* `#19877 <https://github.com/scipy/scipy/pull/19877>`__: DOC: 1.12 release
notes tweaks
* `#19881 <https://github.com/scipy/scipy/pull/19881>`__: Revert "ENH:
stats.wasserstein_distance: multivariate Wasserstein...
* `#19892 <https://github.com/scipy/scipy/pull/19892>`__: DEP: extend some
announced deprecations due to out-of-band 1.13...
* `#19903 <https://github.com/scipy/scipy/pull/19903>`__: DEP: reflect
extended deprecations also in release notes
* `#19910 <https://github.com/scipy/scipy/pull/19910>`__: BLD: ensure the
name of the installed \`scipy\` package is lower-case
Checksums
=3D=3D=3D=3D=3D=3D=3D=3D=3D
MD5
~~~
3244cbec7e1d915cfa5e4256e76bee00 Changelog
0cc6c0a2e33491849d30123c85f8d724 README.txt
3fcb8c36cde56efb2e32e272c46afb22
scipy-1.12.0-cp310-cp310-macosx_10_9_x86_64.whl
f8c800850198cbad805e02fc2ea38c03
scipy-1.12.0-cp310-cp310-macosx_12_0_arm64.whl
985d8d6da5137a9226dfcdd21e734218
scipy-1.12.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
0602aa75e264aa0372a6598bb737da5d
scipy-1.12.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
d8eef299b1cfaf73976c5fcb1cca971e
scipy-1.12.0-cp310-cp310-musllinux_1_1_x86_64.whl
b8e5b38c6f6d1279e03b2119d6663d6f scipy-1.12.0-cp310-cp310-win_amd64.whl
fd3874054dea07b81027e7f560b5c9c0
scipy-1.12.0-cp311-cp311-macosx_10_9_x86_64.whl
56876fe7421dff78cceeb9593065f022
scipy-1.12.0-cp311-cp311-macosx_12_0_arm64.whl
556cd94056e0271f88f9d682400a14d7
scipy-1.12.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
87bc0cbe75653eee74832d9152d21837
scipy-1.12.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
8867bd7ea936c896eabc30b97b4462cb
scipy-1.12.0-cp311-cp311-musllinux_1_1_x86_64.whl
58a151c76b9b5355e9e51a126af9845a scipy-1.12.0-cp311-cp311-win_amd64.whl
fd9eecf7a42b6d0eacaf029f96a6bcbb
scipy-1.12.0-cp312-cp312-macosx_10_9_x86_64.whl
574624372a61bef50322441b4073c252
scipy-1.12.0-cp312-cp312-macosx_12_0_arm64.whl
c59230ab714a5df34e614e3e71a63c96
scipy-1.12.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
49ff9a14b7752884cec16c7709e48b45
scipy-1.12.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
dc47daeac90af7774778f178621be0e2
scipy-1.12.0-cp312-cp312-musllinux_1_1_x86_64.whl
6390f1298aa0f88c0e83a92d85a17deb scipy-1.12.0-cp312-cp312-win_amd64.whl
6363763dfa8b09826e0fde808c4529b3
scipy-1.12.0-cp39-cp39-macosx_10_9_x86_64.whl
578c64f2f58e49163e5b435a8501408c
scipy-1.12.0-cp39-cp39-macosx_12_0_arm64.whl
796e884950efbf8c346e612941c984b8
scipy-1.12.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
e4f99e7ccf74ac09e309b9ad54b550a4
scipy-1.12.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
02dbb13ac8aeb186ccb7880d9a471c21
scipy-1.12.0-cp39-cp39-musllinux_1_1_x86_64.whl
b399bc8182602006a316c0a3e5088b84 scipy-1.12.0-cp39-cp39-win_amd64.whl
SHA256
~~~~~~
ec65d3b76793aa7a5ffcf2e9a8f8ccb2a035e6f810bc647c25b05f1f0ee1c804 Changelog
d9462c0fbaaa566b51edc096c0c732fc25f56fecebde96f3116d12c2076d22d0 README.tx=
t
78e4402e140879387187f7f25d91cc592b3501a2e51dfb320f48dfb73565f10b
scipy-1.12.0-cp310-cp310-macosx_10_9_x86_64.whl
f5f00ebaf8de24d14b8449981a2842d404152774c1a1d880c901bf454cb8e2a1
scipy-1.12.0-cp310-cp310-macosx_12_0_arm64.whl
e53958531a7c695ff66c2e7bb7b79560ffdc562e2051644c5576c39ff8efb563
scipy-1.12.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
5e32847e08da8d895ce09d108a494d9eb78974cf6de23063f93306a3e419960c
scipy-1.12.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
4c1020cad92772bf44b8e4cdabc1df5d87376cb219742549ef69fc9fd86282dd
scipy-1.12.0-cp310-cp310-musllinux_1_1_x86_64.whl
75ea2a144096b5e39402e2ff53a36fecfd3b960d786b7efd3c180e29c39e53f2
scipy-1.12.0-cp310-cp310-win_amd64.whl
408c68423f9de16cb9e602528be4ce0d6312b05001f3de61fe9ec8b1263cad08
scipy-1.12.0-cp311-cp311-macosx_10_9_x86_64.whl
5adfad5dbf0163397beb4aca679187d24aec085343755fcdbdeb32b3679f254c
scipy-1.12.0-cp311-cp311-macosx_12_0_arm64.whl
c3003652496f6e7c387b1cf63f4bb720951cfa18907e998ea551e6de51a04467
scipy-1.12.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
8b8066bce124ee5531d12a74b617d9ac0ea59245246410e19bca549656d9a40a
scipy-1.12.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
8bee4993817e204d761dba10dbab0774ba5a8612e57e81319ea04d84945375ba
scipy-1.12.0-cp311-cp311-musllinux_1_1_x86_64.whl
a24024d45ce9a675c1fb8494e8e5244efea1c7a09c60beb1eeb80373d0fecc70
scipy-1.12.0-cp311-cp311-win_amd64.whl
e7e76cc48638228212c747ada851ef355c2bb5e7f939e10952bc504c11f4e372
scipy-1.12.0-cp312-cp312-macosx_10_9_x86_64.whl
f7ce148dffcd64ade37b2df9315541f9adad6efcaa86866ee7dd5db0c8f041c3
scipy-1.12.0-cp312-cp312-macosx_12_0_arm64.whl
9c39f92041f490422924dfdb782527a4abddf4707616e07b021de33467f917bc
scipy-1.12.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
a7ebda398f86e56178c2fa94cad15bf457a218a54a35c2a7b4490b9f9cb2676c
scipy-1.12.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
95e5c750d55cf518c398a8240571b0e0782c2d5a703250872f36eaf737751338
scipy-1.12.0-cp312-cp312-musllinux_1_1_x86_64.whl
e646d8571804a304e1da01040d21577685ce8e2db08ac58e543eaca063453e1c
scipy-1.12.0-cp312-cp312-win_amd64.whl
913d6e7956c3a671de3b05ccb66b11bc293f56bfdef040583a7221d9e22a2e35
scipy-1.12.0-cp39-cp39-macosx_10_9_x86_64.whl
bba1b0c7256ad75401c73e4b3cf09d1f176e9bd4248f0d3112170fb2ec4db067
scipy-1.12.0-cp39-cp39-macosx_12_0_arm64.whl
730badef9b827b368f351eacae2e82da414e13cf8bd5051b4bdfd720271a5371
scipy-1.12.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
6546dc2c11a9df6926afcbdd8a3edec28566e4e785b915e849348c6dd9f3f490
scipy-1.12.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
196ebad3a4882081f62a5bf4aeb7326aa34b110e533aab23e4374fcccb0890dc
scipy-1.12.0-cp39-cp39-musllinux_1_1_x86_64.whl
b360f1b6b2f742781299514e99ff560d1fe9bd1bff2712894b52abe528d1fd1e
scipy-1.12.0-cp39-cp39-win_amd64.whl
--0000000000004fad86060f6873f5
Content-Type: text/html; charset="UTF-8"
Content-Transfer-Encoding: quoted-printable
<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 of SciPy 1.12.0.</div><di=
v><br></div><div>Sources and binary wheels can be found at:</div><div><a hr=
ef=3D"https://pypi.org/project/scipy/" target=3D"_blank">https://pypi.org/p=
roject/scipy/</a><br></div><div>and at:=C2=A0<a href=3D"https://github.com/=
scipy/scipy/releases/tag/v1.12.0">https://github.com/scipy/scipy/releases/t=
ag/v1.12.0</a>=C2=A0</div><div><br></div><div>One of a few ways to install =
this release with pip:</div><div><br></div><div>pip install scipy=3D=3D1.12=
.0</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>SciPy 1.12.0 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>SciPy 1.12.0 is the culmination of 6 months of hard work. It contains<=
br>many new features, numerous bug-fixes, improved test coverage and better=
<br>documentation. There have been a number of deprecations and API changes=
<br>in this release, which are documented below. All users are encouraged t=
o<br>upgrade to this release, as there are a large number of bug-fixes and<=
br>optimizations. Before upgrading, we recommend that users check that<br>t=
heir own code does not use deprecated SciPy functionality (to do so,<br>run=
your code with ``python -Wd`` and check for ``DeprecationWarning`` s).<br>=
Our development attention will now shift to bug-fix releases on the<br>1.12=
.x branch, and on adding new features on the main branch.<br><br>This relea=
se requires Python 3.9+ and NumPy 1.22.4 or greater.<br><br>For running on =
PyPy, PyPy3 6.0+ is required.<br><br><br>**************************<br>High=
lights of this release<br>**************************<br>- Experimental supp=
ort for the array API standard has been added to part of<br>=C2=A0 `scipy.s=
pecial`, and to all of `scipy.fft` and `scipy.cluster`. There are<br>=C2=A0=
likely to be bugs and early feedback for usage with CuPy arrays, PyTorch<b=
r>=C2=A0 tensors, and other array API compatible libraries is appreciated. =
Use the<br>=C2=A0 ``SCIPY_ARRAY_API`` environment variable for testing.<br>=
- A new class, ``ShortTimeFFT``, provides a more versatile implementation o=
f the<br>=C2=A0 short-time Fourier transform (STFT), its inverse (ISTFT) as=
well as the (cross-)<br>=C2=A0 spectrogram. It utilizes an improved algori=
thm for calculating the ISTFT.<br>- Several new constructors have been adde=
d for sparse arrays, and many operations<br>=C2=A0 now additionally support=
sparse arrays, further facilitating the migration<br>=C2=A0 from sparse ma=
trices.<br>- A large portion of the `scipy.stats` API now has improved supp=
ort for handling<br>=C2=A0 ``NaN`` values, masked arrays, and more fine-gra=
ined shape-handling. The<br>=C2=A0 accuracy and performance of a number of =
``stats`` methods have been improved,<br>=C2=A0 and a number of new statist=
ical tests and distributions have been added.<br><br><br>************<br>Ne=
w features<br>************<br><br>`scipy.cluster` 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>- Experimental support added for the array API standard; PyTorch tensor=
s,<br>=C2=A0 CuPy arrays and array API compatible array libraries are now a=
ccepted<br>=C2=A0 (GPU support is limited to functions with pure Python imp=
lementations).<br>=C2=A0 CPU arrays which can be converted to and from NumP=
y are supported<br>=C2=A0 module-wide and returned arrays will match the in=
put type.<br>=C2=A0 This behaviour is enabled by setting the ``SCIPY_ARRAY_=
API`` environment<br>=C2=A0 variable before importing ``scipy``. This exper=
imental support is still<br>=C2=A0 under development and likely to contain =
bugs - testing is very welcome.<br><br><br>`scipy.fft` 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<br>- =
Experimental support added for the array API standard; functions which are<=
br>=C2=A0 part of the ``fft`` array API standard extension module, as well =
as the <br>=C2=A0 Fast Hankel Transforms and the basic FFTs which are not i=
n the extension<br>=C2=A0 module, now accept PyTorch tensors, CuPy arrays a=
nd array API compatible<br>=C2=A0 array libraries. CPU arrays which can be =
converted to and from NumPy arrays<br>=C2=A0 are supported module-wide and =
returned arrays will match the input type.<br>=C2=A0 This behaviour is enab=
led by setting the ``SCIPY_ARRAY_API`` environment<br>=C2=A0 variable befor=
e importing ``scipy``. This experimental support is still under<br>=C2=A0 d=
evelopment and likely to contain bugs - testing is very welcome.<br><br>`sc=
ipy.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>- Added `scipy.integrat=
e.cumulative_simpson` for cumulative quadrature<br>=C2=A0 from sampled data=
using Simpson's 1/3 rule.<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>- New class ``NdBSpline`` represents tensor-produc=
t splines in N dimensions.<br>=C2=A0 This class only knows how to evaluate =
a tensor product given coefficients<br>=C2=A0 and knot vectors. This way it=
generalizes ``BSpline`` for 1D data to N-D, and<br>=C2=A0 parallels ``NdPP=
oly`` (which represents N-D tensor product polynomials).<br>=C2=A0 Evaluati=
ons exploit the localized nature of b-splines.<br>- ``NearestNDInterpolator=
.__call__`` accepts ``**query_options``, which are<br>=C2=A0 passed through=
to the ``KDTree.query`` call to find nearest neighbors. This<br>=C2=A0 all=
ows, for instance, to limit the neighbor search distance and parallelize<br=
>=C2=A0 the query using the ``workers`` keyword.<br>- ``BarycentricInterpol=
ator`` now allows computing the derivatives.<br>- It is now possible to cha=
nge interpolation values in an existing<br>=C2=A0 ``CloughTocher2DInterpola=
tor`` instance, while also saving the barycentric<br>=C2=A0 coordinates of =
interpolation points.<br><br>`scipy.linalg` 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>- Acc=
ess to new low-level LAPACK functions is provided via ``dtgsyl`` and<br>=C2=
=A0 ``stgsyl``.<br><br>`scipy.ndimage` 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><br><=
br>`scipy.optimize` 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<br>- `scipy.optimize.isoto=
nic_regression` has been added to allow nonparametric isotonic<br>=C2=A0 re=
gression.<br>- `scipy.optimize.nnls` is rewritten in Python and now impleme=
nts the so-called<br>=C2=A0 fnnls or fast nnls, making it more efficient fo=
r high-dimensional problems.<br>- The result object of `scipy.optimize.root=
` and `scipy.optimize.root_scalar`<br>=C2=A0 now reports the method used.<b=
r>- The ``callback`` method of `scipy.optimize.differential_evolution` can =
now be<br>=C2=A0 passed more detailed information via the ``intermediate_re=
sults`` keyword<br>=C2=A0 parameter. Also, the evolution ``strategy`` now a=
ccepts a callable for<br>=C2=A0 additional customization. The performance o=
f ``differential_evolution`` has<br>=C2=A0 also been improved.<br>- `scipy.=
optimize.minimize` method ``Newton-CG`` now supports functions that<br>=C2=
=A0 return sparse Hessian matrices/arrays for the ``hess`` parameter and is=
slightly<br>=C2=A0 more efficient.<br>- `scipy.optimize.minimize` method `=
`BFGS`` now accepts an initial estimate for the<br>=C2=A0 inverse of the He=
ssian, which allows for more efficient workflows in some<br>=C2=A0 circumst=
ances. The new parameter is ``hess_inv0``.<br>- `scipy.optimize.minimize` m=
ethods ``CG``, ``Newton-CG``, and ``BFGS`` now accept<br>=C2=A0 parameters =
``c1`` and ``c2``, allowing specification of the Armijo and curvature rule<=
br>=C2=A0 parameters, respectively.<br>- `scipy.optimize.curve_fit` perform=
ance has improved due to more efficient memoization<br>=C2=A0 of the callab=
le function.<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>- ``freqz``, `=
`freqz_zpk``, and ``group_delay`` are now more accurate<br>=C2=A0 when ``fs=
`` has a default value.<br>- The new class ``ShortTimeFFT`` provides a more=
versatile implementation of the<br>=C2=A0 short-time Fourier transform (ST=
FT), its inverse (ISTFT) as well as the (cross-)<br>=C2=A0 spectrogram. It =
utilizes an improved algorithm for calculating the ISTFT based on<br>=C2=A0=
dual windows and provides more fine-grained control of the parametrization=
especially<br>=C2=A0 in regard to scaling and phase-shift. Functionality w=
as implemented to ease<br>=C2=A0 working with signal and STFT chunks. A sec=
tion has been added to the "SciPy User Guide"<br>=C2=A0 providing=
algorithmic details. The functions ``stft``, ``istft`` and ``spectrogram``=
<br>=C2=A0 have been marked as legacy.<br><br>`scipy.sparse` improvements<b=
r>=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>- ``sparse.linalg`` iterative solvers ``<a href=3D"http://spar=
se.linalg.cg">sparse.linalg.cg</a>``,<br>=C2=A0 ``sparse.linalg.cgs``, ``sp=
arse.linalg.bicg``, ``sparse.linalg.bicgstab``,<br>=C2=A0 ``sparse.linalg.g=
mres``, and ``sparse.linalg.qmr`` are rewritten in Python.<br>- Updated ven=
dored SuperLU version to ``6.0.1``, along with a few additional<br>=C2=A0 f=
ixes.<br>- Sparse arrays have gained additional constructors: ``eye_array``=
,<br>=C2=A0 ``random_array``, ``block_array``, and ``identity``. ``kron`` a=
nd ``kronsum``<br>=C2=A0 have been adjusted to additionally support operati=
on on sparse arrays.<br>- Sparse matrices now support a transpose with ``ax=
es=3D(1, 0)``, to mirror<br>=C2=A0 the ``.T`` =C2=A0method.<br>- ``Laplacia=
nNd`` now allows selection of the largest subset of eigenvalues,<br>=C2=A0 =
and additionally now supports retrieval of the corresponding eigenvectors.<=
br>=C2=A0 The performance of ``LaplacianNd`` has also been improved.<br>- T=
he performance of ``dok_matrix`` and ``dok_array`` has been improved,<br>=
=C2=A0 and their inheritance behavior should be more robust.<br>- ``hstack`=
`, ``vstack``, and ``block_diag`` now work with sparse arrays, and<br>=C2=
=A0 preserve the input sparse type.<br>- A new function, `scipy.sparse.lina=
lg.matrix_power`, has been added, allowing<br>=C2=A0 for exponentiation of =
sparse arrays.<br><br><br>`scipy.spatial` 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>- =
Two new methods were implemented for ``spatial.transform.Rotation``:<br>=C2=
=A0 ``__pow__`` to raise a rotation to integer or fractional power and<br>=
=C2=A0 ``approx_equal`` to check if two rotations are approximately equal.<=
br>- The method ``Rotation.align_vectors`` was extended to solve a constrai=
ned<br>=C2=A0 alignment problem where two vectors are required to be aligne=
d precisely.<br>=C2=A0 Also when given a single pair of vectors, the algori=
thm now returns the<br>=C2=A0 rotation with minimal magnitude, which can be=
considered as a minor<br>=C2=A0 backward incompatible change.<br>- A new r=
epresentation for ``spatial.transform.Rotation`` called Davenport<br>=C2=A0=
angles is available through ``from_davenport`` and ``as_davenport`` method=
s.<br>- Performance improvements have been added to ``distance.hamming`` an=
d<br>=C2=A0 ``distance.correlation``.<br>- Improved performance of ``Spheri=
calVoronoi`` ``sort_vertices_of_regions``<br>=C2=A0 and two dimensional are=
a calculations.<br><br>`scipy.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>- Add=
ed `scipy.special.stirling2` for computation of Stirling numbers of the<br>=
=C2=A0 second kind. Both exact calculation and an asymptotic approximation<=
br>=C2=A0 (the default) are supported via ``exact=3DTrue`` and ``exact=3DFa=
lse`` (the<br>=C2=A0 default) respectively.<br>- Added `scipy.special.betai=
ncc` for computation of the complementary<br>=C2=A0 incomplete Beta functio=
n and `scipy.special.betainccinv` for computation of<br>=C2=A0 its inverse.=
<br>- Improved precision of `scipy.special.betainc` and `scipy.special.beta=
incinv`.<br>- Experimental support added for alternative backends: function=
s<br>=C2=A0 `scipy.special.log_ndtr`, `scipy.special.ndtr`, `scipy.special.=
ndtri`, <br>=C2=A0 `scipy.special.erf`, `scipy.special.erfc`, `scipy.specia=
l.i0`, <br>=C2=A0 `scipy.special.i0e`, `scipy.special.i1`, `scipy.special.i=
1e`, <br>=C2=A0 `scipy.special.gammaln`, `scipy.special.gammainc`, `scipy.s=
pecial.gammaincc`,<br>=C2=A0 `scipy.special.logit`, and `scipy.special.expi=
t` now accept PyTorch tensors<br>=C2=A0 and CuPy arrays. These features are=
still under development and likely to <br>=C2=A0 contain bugs, so they are=
disabled by default; enable them by setting a <br>=C2=A0 ``SCIPY_ARRAY_API=
`` =C2=A0environment variable to ``1`` before importing ``scipy``. <br>=C2=
=A0 Testing is appreciated!<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=
>- Added `scipy.stats.quantile_test`, a nonparametric test of whether a<br>=
=C2=A0 hypothesized value is the quantile associated with a specified proba=
bility.<br>=C2=A0 The ``confidence_interval`` method of the result object g=
ives a confidence<br>=C2=A0 interval of the quantile.<br>- `scipy.stats.sam=
pling.FastGeneratorInversion` provides a convenient<br>=C2=A0 interface to =
fast random sampling via numerical inversion of distribution<br>=C2=A0 CDFs=
.<br>- `scipy.stats.geometric_discrepancy` adds geometric/topological discr=
epancy<br>=C2=A0 metrics for random samples.<br>- `scipy.stats.multivariate=
_normal` now has a ``fit`` method for fitting<br>=C2=A0 distribution parame=
ters to data via maximum likelihood estimation.<br>- `scipy.stats.bws_test`=
performs the Baumgartner-Weiss-Schindler test of<br>=C2=A0 whether two-sam=
ples were drawn from the same distribution.<br>- `scipy.stats.jf_skew_t` im=
plements the Jones and Faddy skew-t distribution.<br>- `scipy.stats.anderso=
n_ksamp` now supports a permutation version of the test<br>=C2=A0 using the=
``method`` parameter.<br>- The ``fit`` methods of `scipy.stats.halfcauchy`=
, `scipy.stats.halflogistic`, and<br>=C2=A0 `scipy.stats.halfnorm` are fast=
er and more accurate.<br>- `scipy.stats.beta` ``entropy`` accuracy has been=
improved for extreme values of<br>=C2=A0 distribution parameters.<br>- The=
accuracy of ``sf`` and/or ``isf`` methods have been improved for<br>=C2=A0=
several distributions: `scipy.stats.burr`, `scipy.stats.hypsecant`,<br>=C2=
=A0 `scipy.stats.kappa3`, `scipy.stats.loglaplace`, `scipy.stats.lognorm`,<=
br>=C2=A0 `scipy.stats.lomax`, `scipy.stats.pearson3`, `scipy.stats.rdist`,=
and<br>=C2=A0 `scipy.stats.pareto`.<br>- The following functions now suppo=
rt parameters ``axis``, ``nan_policy``, and<br>=C2=A0 ``keep_dims``: `scipy=
.stats.entropy`, `scipy.stats.differential_entropy`,<br>=C2=A0 `scipy.stats=
.variation`, `scipy.stats.ansari`, `scipy.stats.bartlett`,<br>=C2=A0 `scipy=
.stats.levene`, `scipy.stats.fligner`, `scipy.stats.circmean`,<br>=C2=A0 `s=
cipy.stats.circvar`, `scipy.stats.circstd`, `scipy.stats.tmean`,<br>=C2=A0 =
`scipy.stats.tvar`, `scipy.stats.tstd`, `scipy.stats.tmin`, `scipy.stats.tm=
ax`,<br>=C2=A0 and `scipy.stats.tsem`.<br>- The ``logpdf`` and ``fit`` meth=
ods of `scipy.stats.skewnorm` have been improved.<br>- The beta negative bi=
nomial distribution is implemented as `scipy.stats.betanbinom`.<br>- Improv=
ed performance of `scipy.stats.invwishart` ``rvs`` and ``logpdf``.<br>- A s=
ource of intermediate overflow in `scipy.stats.boxcox_normmax` with<br>=C2=
=A0 ``method=3D'mle'`` has been eliminated, and the returned value =
of ``lmbda`` is<br>=C2=A0 constrained such that the transformed data will n=
ot overflow.<br>- `scipy.stats.nakagami` ``stats`` is more accurate and rel=
iable.<br>- A source of intermediate overflow in `scipy.norminvgauss.pdf` h=
as been eliminated.<br>- Added support for masked arrays to `scipy.stats.ci=
rcmean`, `scipy.stats.circvar`,<br>=C2=A0 `scipy.stats.circstd`, and `scipy=
.stats.entropy`.<br>- `scipy.stats.dirichlet` has gained a new covariance (=
``cov``) method.<br>- Improved accuracy of ``entropy`` method of `scipy.sta=
ts.multivariate_t` for large<br>=C2=A0 degrees of freedom.<br>- `scipy.stat=
s.loggamma` has an improved ``entropy`` method.<br><br><br><br>************=
*******<br>Deprecated features<br>*******************<br><br>- Error messag=
es have been made clearer for objects that don't exist in the<br>=C2=A0=
public namespace and warnings sharpened for private attributes that are no=
t<br>=C2=A0 supposed to be imported at all.<br>- `scipy.signal.cmplx_sort` =
has been deprecated and will be removed in<br>=C2=A0 SciPy 1.15. A replacem=
ent you can use is provided in the deprecation message.<br>- Values the the=
argument ``initial`` of `scipy.integrate.cumulative_trapezoid`<br>=C2=A0 o=
ther than ``0`` and ``None`` are now deprecated.<br>- `scipy.stats.rvs_rati=
o_uniforms` is deprecated in favour of<br>=C2=A0 `scipy.stats.sampling.Rati=
oUniforms`<br>- `scipy.integrate.quadrature` and `scipy.integrate.romberg` =
have been<br>=C2=A0 deprecated due to accuracy issues and interface shortco=
mings. They will<br>=C2=A0 be removed in SciPy 1.15. Please use `scipy.inte=
grate.quad` instead.<br>- Coinciding with upcoming changes to function sign=
atures (e.g. removal of a<br>=C2=A0 deprecated keyword), we are deprecating=
positional use of keyword arguments<br>=C2=A0 for the affected functions, =
which will raise an error starting with<br>=C2=A0 SciPy 1.14. In some cases=
, this has delayed the originally announced<br>=C2=A0 removal date, to give=
time to respond to the second part of the deprecation.<br>=C2=A0 Affected =
functions are: <br><br>=C2=A0 - ``linalg.{eigh, eigvalsh, pinv}``<br>=C2=A0=
- ``integrate.simpson``<br>=C2=A0 - ``signal.{firls, firwin, firwin2, reme=
z}``<br>=C2=A0 - ``sparse.linalg.{bicg, bicgstab, cg, cgs, gcrotmk, gmres, =
lgmres, minres, qmr, tfqmr}``<br>=C2=A0 - ``special.comb``<br>=C2=A0 - ``st=
ats.kendalltau``<br><br>- All wavelet functions have been deprecated, as Py=
Wavelets provides suitable<br>=C2=A0 implementations; affected functions ar=
e: ``signal.{daub, qmf, cascade,<br>=C2=A0 morlet, morlet2, ricker, cwt}``<=
br>- ``scipy.integrate.trapz``, ``scipy.integrate.cumtrapz``, and ``scipy.i=
ntegrate.simps`` have<br>=C2=A0 been deprecated in favour of `scipy.integra=
te.trapezoid`, `scipy.integrate.cumulative_trapezoid`,<br>=C2=A0 and `scipy=
.integrate.simpson` respectively and will be removed in SciPy 1.14.<br>- Th=
e ``tol`` argument of ``scipy.sparse.linalg.{bcg,bicstab,cg,cgs,gcrotmk,gmr=
es,lgmres,minres,qmr,tfqmr}``<br>=C2=A0 is now deprecated in favour of ``rt=
ol`` and will be removed in SciPy 1.14.<br>=C2=A0 Furthermore, the default =
value of ``atol`` for these functions is due<br>=C2=A0 to change to ``0.0``=
in SciPy 1.14.<br>=C2=A0 <br><br><br>*********************<br>Expired Depr=
ecations<br>*********************<br>There is an ongoing effort to follow t=
hrough on long-standing deprecations.<br>The following previously deprecate=
d features are affected:<br><br>- The ``centered`` keyword of `scipy.stats.=
qmc.LatinHypercube` has been removed.<br>=C2=A0 Use ``scrambled=3DFalse`` i=
nstead of ``centered=3DTrue``.<br>- ``scipy.stats.binom_test`` has been rem=
oved in favour of `scipy.stats.binomtest`.<br>- In `scipy.stats.iqr`, the u=
se of ``scale=3D'raw'`` has been removed in favour <br>=C2=A0 of ``=
scale=3D1``.<br><br><br>******************************<br>Backwards incompa=
tible changes<br>******************************<br><br>*************<br>Oth=
er changes<br>*************<br>- The arguments used to compile and link Sci=
Py are now available via<br>=C2=A0 ``show_config``.<br><br><br><br>*******<=
br>Authors<br>*******<br><br>* Name (commits)<br>* endolith (1)<br>* h-veti=
nari (34)<br>* Tom Adamczewski (3) +<br>* Anudeep Adiraju (1) +<br>* akeeml=
h (1)<br>* Alex Amadori (2) +<br>* Raja Yashwanth Avantsa (2) +<br>* Seth A=
xen (1) +<br>* Ross Barnowski (1)<br>* Dan Barzilay (1) +<br>* Ashish Basto=
la (1) +<br>* Christoph Baumgarten (2)<br>* Ben Beasley (3) +<br>* Doron Be=
har (1)<br>* Peter Bell (1)<br>* Sebastian Berg (1)<br>* Ben Boeckel (1) +<=
br>* David Boetius (1) +<br>* Matt Borland (1)<br>* Jake Bowhay (103)<br>* =
Larry Bradley (1) +<br>* Dietrich Brunn (5)<br>* Evgeni Burovski (102)<br>*=
Matthias Bussonnier (18)<br>* CJ Carey (6)<br>* Colin Carroll (1) +<br>* A=
adya Chinubhai (1) +<br>* Luca Citi (1)<br>* Lucas Colley (141) +<br>* com3=
dian (1) +<br>* Anirudh Dagar (4)<br>* Danni (1) +<br>* Dieter Werthm=C3=BC=
ller (1)<br>* John Doe (2) +<br>* Philippe DONNAT (2) +<br>* drestebon (1) =
+<br>* Thomas Duvernay (1)<br>* elbarso (1) +<br>* emilfrost (2) +<br>* Pau=
l Estano (8) +<br>* Evandro (2)<br>* Franz Kir=C3=A1ly (1) +<br>* Nikita Fu=
rin (1) +<br>* gabrielthomsen (1) +<br>* Lukas Geiger (9) +<br>* Artem Gleb=
ov (22) +<br>* Caden Gobat (1)<br>* Ralf Gommers (127)<br>* Alexander Gosci=
nski (2) +<br>* Rohit Goswami (2) +<br>* Olivier Grisel (1)<br>* Matt Haber=
land (244)<br>* Charles Harris (1)<br>* harshilkamdar (1) +<br>* Alon Hovav=
(2) +<br>* Gert-Ludwig Ingold (1)<br>* Romain Jacob (1) +<br>* jcwhitehead=
(1) +<br>* Julien Jerphanion (13)<br>* He Jia (1)<br>* JohnWT (1) +<br>* j=
okasimr (1) +<br>* Evan W Jones (1)<br>* Karen R=C3=B3bertsd=C3=B3ttir (1) =
+<br>* Ganesh Kathiresan (1)<br>* Robert Kern (11)<br>* Andrew Knyazev (4)<=
br>* Uwe L. Korn (1) +<br>* Rishi Kulkarni (1)<br>* Kale Kundert (3) +<br>*=
Jozsef Kutas (2)<br>* Kyle0 (2) +<br>* Robert Langefeld (1) +<br>* Jeffrey=
Larson (1) +<br>* Jessy Lauer (1) +<br>* lciti (1) +<br>* Hoang Le (1) +<b=
r>* Antony Lee (5)<br>* Thilo Leitzbach (4) +<br>* LemonBoy (2) +<br>* Elli=
e Litwack (8) +<br>* Thomas Loke (4) +<br>* Malte Londschien (1) +<br>* Chr=
istian Lorentzen (6)<br>* Adam Lugowski (10) +<br>* lutefiskhotdish (1)<br>=
* mainak33 (1) +<br>* Ben Mares (11) +<br>* mart-mihkel (2) +<br>* Mateusz =
Sok=C3=B3=C5=82 (24) +<br>* Nikolay Mayorov (4)<br>* Nicholas McKibben (1)<=
br>* Melissa Weber Mendon=C3=A7a (7)<br>* Micha=C5=82 G=C3=B3rny (1)<br>* K=
at Mistberg (2) +<br>* mkiffer (1) +<br>* mocquin (1) +<br>* Nicolas Mokus =
(2) +<br>* Sturla Molden (1)<br>* Roberto Pastor Muela (3) +<br>* Bijay Nay=
ak (1) +<br>* Andrew Nelson (105)<br>* Praveer Nidamaluri (3) +<br>* Lysand=
ros Nikolaou (2)<br>* Dimitri Papadopoulos Orfanos (7)<br>* Pablo Rodr=C3=
=ADguez P=C3=A9rez (1) +<br>* Dimitri Papadopoulos (2)<br>* Tirth Patel (14=
)<br>* Kyle Paterson (1) +<br>* Paul (4) +<br>* Yann Pellegrini (2) +<br>* =
Matti Picus (4)<br>* Ilhan Polat (36)<br>* Pranav (1) +<br>* Bharat Raghuna=
than (1)<br>* Chris Rapson (1) +<br>* Matteo Raso (4)<br>* Tyler Reddy (215=
)<br>* Martin Reinecke (1)<br>* Tilo Reneau-Cardoso (1) +<br>* resting-dove=
(2) +<br>* Simon Segerblom Rex (4)<br>* Lucas Roberts (2)<br>* Pamphile Ro=
y (31)<br>* Feras Saad (3) +<br>* Atsushi Sakai (3)<br>* Masahiro Sakai (2)=
+<br>* Omar Salman (14)<br>* Andrej Savikin (1) +<br>* Daniel Schmitz (55)=
<br>* Dan Schult (19)<br>* Scott Shambaugh (9)<br>* Sheila-nk (2) +<br>* Ma=
uro Silberberg (3) +<br>* Maciej Skorski (1) +<br>* Laurent Sorber (1) +<br=
>* Albert Steppi (28)<br>* Kai Striega (1)<br>* Saswat Susmoy (1) +<br>* Al=
ex Szatmary (1) +<br>* S=C3=B8ren Fuglede J=C3=B8rgensen (3)<br>* othmane t=
amri (3) +<br>* Ewout ter Hoeven (1)<br>* Will Tirone (1)<br>* TLeitzbach (=
1) +<br>* Kevin Topolski (1) +<br>* Edgar Andr=C3=A9s Margffoy Tuay (1)<br>=
* Dipansh Uikey (1) +<br>* Matus Valo (3)<br>* Christian Veenhuis (2)<br>* =
Nicolas Vetsch (1) +<br>* Isaac Virshup (7)<br>* Hielke Walinga (2) +<br>* =
Stefan van der Walt (2)<br>* Warren Weckesser (7)<br>* Bernhard M. Wiedeman=
n (4)<br>* Levi John Wolf (1)<br>* Xuefeng Xu (4) +<br>* Rory Yorke (2)<br>=
* YoussefAli1 (1) +<br>* Irwin Zaid (4) +<br>* Jinzhe Zeng (1) +<br>* JIMMY=
ZHAO (1) +<br><br>A total of 163 people contributed to this release.<br>Pe=
ople with a "+" by their names contributed a patch for the first =
time.<br>This list of names is automatically generated, and may not be full=
y complete.<br><br><br><br>************************<br>Issues closed for 1.=
12.0<br>************************<br><br>* `#2725 <<a href=3D"https://git=
hub.com/scipy/scipy/issues/2725">https://github.com/scipy/scipy/issues/2725=
</a>>`__: Barycentric interpolation should allow evaluation of derivativ=
es<br>* `#4244 <<a href=3D"https://github.com/scipy/scipy/issues/4244">h=
ttps://github.com/scipy/scipy/issues/4244</a>>`__: betaincinv accuracy<b=
r>* `#4677 <<a href=3D"https://github.com/scipy/scipy/issues/4677">https=
://github.com/scipy/scipy/issues/4677</a>>`__: Unexpected behavior from =
scipy.special.btdtri<br>* `#4819 <<a href=3D"https://github.com/scipy/sc=
ipy/issues/4819">https://github.com/scipy/scipy/issues/4819</a>>`__: Com=
parison operator overloading doesn't work with sparse matrices<br>* `#5=
022 <<a href=3D"https://github.com/scipy/scipy/issues/5022">https://gith=
ub.com/scipy/scipy/issues/5022</a>>`__: bicg returns last iterate, not t=
he smallest-residue vector<br>* `#6198 <<a href=3D"https://github.com/sc=
ipy/scipy/issues/6198">https://github.com/scipy/scipy/issues/6198</a>>`_=
_: callback for Krylov methods<br>* `#7241 <<a href=3D"https://github.co=
m/scipy/scipy/issues/7241">https://github.com/scipy/scipy/issues/7241</a>&g=
t;`__: ENH: Implement Chandrupatla's algorithm for root finding (simple=
r/faster...<br>* `#8792 <<a href=3D"https://github.com/scipy/scipy/issue=
s/8792">https://github.com/scipy/scipy/issues/8792</a>>`__: Newton-CG th=
rows error when Hessian is a \`scipy.sparse\` class<br>* `#9527 <<a href=
=3D"https://github.com/scipy/scipy/issues/9527">https://github.com/scipy/sc=
ipy/issues/9527</a>>`__: Anderson-Darling ksamples can not estimate p-va=
lues beyond given...<br>* `#11516 <<a href=3D"https://github.com/scipy/s=
cipy/issues/11516">https://github.com/scipy/scipy/issues/11516</a>>`__: =
Recommend ccache for benchmarks in contributor documentation<br>* `#12017 &=
lt;<a href=3D"https://github.com/scipy/scipy/issues/12017">https://github.c=
om/scipy/scipy/issues/12017</a>>`__: Expose FACTOR parameter instead of =
using magic number in scipy.optimize.nnls<br>* `#12748 <<a href=3D"https=
://github.com/scipy/scipy/issues/12748">https://github.com/scipy/scipy/issu=
es/12748</a>>`__: Convergence issue of GMRES<br>* `#12796 <<a href=3D=
"https://github.com/scipy/scipy/issues/12796">https://github.com/scipy/scip=
y/issues/12796</a>>`__: BUG: nonmonotonicity in betaincinv, btdtri, stat=
s.beta.ppf<br>* `#13306 <<a href=3D"https://github.com/scipy/scipy/issue=
s/13306">https://github.com/scipy/scipy/issues/13306</a>>`__: griddata w=
ith multiple data values<br>* `#13437 <<a href=3D"https://github.com/sci=
py/scipy/issues/13437">https://github.com/scipy/scipy/issues/13437</a>>`=
__: DOC: Add example as to how to use solve_ivp to solve complex...<br>* `#=
14037 <<a href=3D"https://github.com/scipy/scipy/issues/14037">https://g=
ithub.com/scipy/scipy/issues/14037</a>>`__: ENH: other quality metrics f=
or random sampling<br>* `#14480 <<a href=3D"https://github.com/scipy/sci=
py/issues/14480">https://github.com/scipy/scipy/issues/14480</a>>`__: LS=
ODA implementation of dense output yields incorrect result<br>* `#15676 <=
;<a href=3D"https://github.com/scipy/scipy/issues/15676">https://github.com=
/scipy/scipy/issues/15676</a>>`__: ENH: Implement \`multivariate_normal.=
fit\`<br>* `#15738 <<a href=3D"https://github.com/scipy/scipy/issues/157=
38">https://github.com/scipy/scipy/issues/15738</a>>`__: DEP: change def=
ault of atol in \`scipy.sparse.linalg.\*\`<br>* `#16729 <<a href=3D"http=
s://github.com/scipy/scipy/issues/16729">https://github.com/scipy/scipy/iss=
ues/16729</a>>`__: _fitpack / dfitpack duplication<br>* `#16880 <<a h=
ref=3D"https://github.com/scipy/scipy/issues/16880">https://github.com/scip=
y/scipy/issues/16880</a>>`__: ENH: Add Rotation.align_vector<br>* `#1729=
0 <<a href=3D"https://github.com/scipy/scipy/issues/17290">https://githu=
b.com/scipy/scipy/issues/17290</a>>`__: ENH: multi dimensional wasserste=
in/earth mover distance in Scipy<br>* `#17398 <<a href=3D"https://github=
.com/scipy/scipy/issues/17398">https://github.com/scipy/scipy/issues/17398<=
/a>>`__: BUG: Documentation for \`scipy.optimize.differential_evolution\=
`...<br>* `#17462 <<a href=3D"https://github.com/scipy/scipy/issues/1746=
2">https://github.com/scipy/scipy/issues/17462</a>>`__: ENH: Create Rota=
tions by aligning a primary axis and best-fitting...<br>* `#17493 <<a hr=
ef=3D"https://github.com/scipy/scipy/issues/17493">https://github.com/scipy=
/scipy/issues/17493</a>>`__: BUG: stats: Occasional failures of some tes=
ts of \`levy_stable\`<br>* `#17572 <<a href=3D"https://github.com/scipy/=
scipy/issues/17572">https://github.com/scipy/scipy/issues/17572</a>>`__:=
BUG: Deprecation warning says to use non-existent symbols<br>* `#17706 <=
;<a href=3D"https://github.com/scipy/scipy/issues/17706">https://github.com=
/scipy/scipy/issues/17706</a>>`__: ENH: add isotonic regression<br>* `#1=
7734 <<a href=3D"https://github.com/scipy/scipy/issues/17734">https://gi=
thub.com/scipy/scipy/issues/17734</a>>`__: BUG: dijkstra algorithm is re=
turning different results in v1.10...<br>* `#17744 <<a href=3D"https://g=
ithub.com/scipy/scipy/issues/17744">https://github.com/scipy/scipy/issues/1=
7744</a>>`__: BUG: test_maxiter_worsening[lgmres] failed on riscv<br>* `=
#17756 <<a href=3D"https://github.com/scipy/scipy/issues/17756">https://=
github.com/scipy/scipy/issues/17756</a>>`__: DOC: dimension clarificatio=
n in \`directed_hausdorff \`<br>* `#17771 <<a href=3D"https://github.com=
/scipy/scipy/issues/17771">https://github.com/scipy/scipy/issues/17771</a>&=
gt;`__: BUG: cannot import ODEintWarning from scipy.integrate<br>* `#17864 =
<<a href=3D"https://github.com/scipy/scipy/issues/17864">https://github.=
com/scipy/scipy/issues/17864</a>>`__: ENH: feature request for initial h=
essian estimate in scipy bfgs...<br>* `#17890 <<a href=3D"https://github=
.com/scipy/scipy/issues/17890">https://github.com/scipy/scipy/issues/17890<=
/a>>`__: ENH: Stirling Numbers of the second Kind<br>* `#18093 <<a hr=
ef=3D"https://github.com/scipy/scipy/issues/18093">https://github.com/scipy=
/scipy/issues/18093</a>>`__: BUG: entropy calculations failing for large=
values<br>* `#18279 <<a href=3D"https://github.com/scipy/scipy/issues/1=
8279">https://github.com/scipy/scipy/issues/18279</a>>`__: BUG: deprecat=
ion warnings for private API are misleading<br>* `#18316 <<a href=3D"htt=
ps://github.com/scipy/scipy/issues/18316">https://github.com/scipy/scipy/is=
sues/18316</a>>`__: DOC: update scipy.stats.truncnorm.rvs example<br>* `=
#18389 <<a href=3D"https://github.com/scipy/scipy/issues/18389">https://=
github.com/scipy/scipy/issues/18389</a>>`__: BUG: Yeo-Johnson Power Tran=
sformer gives Numpy warning<br>* `#18404 <<a href=3D"https://github.com/=
scipy/scipy/issues/18404">https://github.com/scipy/scipy/issues/18404</a>&g=
t;`__: ENH: Add wrapper for LAPACK functions stgsyl and dtgsyl<br>* `#18432=
<<a href=3D"https://github.com/scipy/scipy/issues/18432">https://github=
.com/scipy/scipy/issues/18432</a>>`__: BUG: levy_stable.pdf does not use=
pdf_default_method_name attribute<br>* `#18452 <<a href=3D"https://gith=
ub.com/scipy/scipy/issues/18452">https://github.com/scipy/scipy/issues/1845=
2</a>>`__: BUG: DST 2 and 3 with \`norm=3D"ortho"\` are not or=
thogonal<br>* `#18457 <<a href=3D"https://github.com/scipy/scipy/issues/=
18457">https://github.com/scipy/scipy/issues/18457</a>>`__: DOC: clarify=
that \`prewitt\` filter does not return the magnitude...<br>* `#18506 <=
<a href=3D"https://github.com/scipy/scipy/issues/18506">https://github.com/=
scipy/scipy/issues/18506</a>>`__: BUG: Strange behavior of scipy.stats.h=
ypergeom.sf function with...<br>* `#18511 <<a href=3D"https://github.com=
/scipy/scipy/issues/18511">https://github.com/scipy/scipy/issues/18511</a>&=
gt;`__: BUG: Incorrect hypergeometric mean calculation<br>* `#18564 <<a =
href=3D"https://github.com/scipy/scipy/issues/18564">https://github.com/sci=
py/scipy/issues/18564</a>>`__: BUG: \`rv_discrete\` fails when support i=
s unbounded below<br>* `#18568 <<a href=3D"https://github.com/scipy/scip=
y/issues/18568">https://github.com/scipy/scipy/issues/18568</a>>`__: BUG=
: circe-ci eigenvalue-LOBPCG benchmarks do not check accuracy...<br>* `#185=
77 <<a href=3D"https://github.com/scipy/scipy/issues/18577">https://gith=
ub.com/scipy/scipy/issues/18577</a>>`__: DEP: deprecate positional argum=
ents in \`sparse.gmres\`<br>* `#18578 <<a href=3D"https://github.com/sci=
py/scipy/issues/18578">https://github.com/scipy/scipy/issues/18578</a>>`=
__: DEP: deprecate positional arguments in \`stats.kendalltau\`<br>* `#1857=
9 <<a href=3D"https://github.com/scipy/scipy/issues/18579">https://githu=
b.com/scipy/scipy/issues/18579</a>>`__: DEP: deprecate positional argume=
nts in \`firwin\*\`<br>* `#18580 <<a href=3D"https://github.com/scipy/sc=
ipy/issues/18580">https://github.com/scipy/scipy/issues/18580</a>>`__: D=
EP: removal of \`scale=3D'raw'\` in \`iqr\`<br>* `#18581 <<a hre=
f=3D"https://github.com/scipy/scipy/issues/18581">https://github.com/scipy/=
scipy/issues/18581</a>>`__: DEP: removal of \`stats.binom_test\`<br>* `#=
18582 <<a href=3D"https://github.com/scipy/scipy/issues/18582">https://g=
ithub.com/scipy/scipy/issues/18582</a>>`__: DEP: removal of parameter \`=
centered\` of \`stats.qmc.LatinHypercube\`<br>* `#18592 <<a href=3D"http=
s://github.com/scipy/scipy/issues/18592">https://github.com/scipy/scipy/iss=
ues/18592</a>>`__: Semantics of sparse array creation functions<br>* `#1=
8637 <<a href=3D"https://github.com/scipy/scipy/issues/18637">https://gi=
thub.com/scipy/scipy/issues/18637</a>>`__: BUG: Anaconda environment cre=
ation with python 3.11<br>* `#18639 <<a href=3D"https://github.com/scipy=
/scipy/issues/18639">https://github.com/scipy/scipy/issues/18639</a>>`__=
: ENH: \`multivariate_normal.rvs\` extremely slow<br>* `#18643 <<a href=
=3D"https://github.com/scipy/scipy/issues/18643">https://github.com/scipy/s=
cipy/issues/18643</a>>`__: DOC: Problem with the randint description<br>=
* `#18647 <<a href=3D"https://github.com/scipy/scipy/issues/18647">https=
://github.com/scipy/scipy/issues/18647</a>>`__: BUG: dgbmv gives "(=
len(x)>offx+(trans=3D=3D0?m-1:n-1)\*abs(incx))...<br>* `#18651 <<a hr=
ef=3D"https://github.com/scipy/scipy/issues/18651">https://github.com/scipy=
/scipy/issues/18651</a>>`__: DOC: Missing equal sign in equation of Lomb=
-Scargle periodogram<br>* `#18669 <<a href=3D"https://github.com/scipy/s=
cipy/issues/18669">https://github.com/scipy/scipy/issues/18669</a>>`__: =
DOC: sparse docs "matrix" and "array" mixup<br>* `#1868=
0 <<a href=3D"https://github.com/scipy/scipy/issues/18680">https://githu=
b.com/scipy/scipy/issues/18680</a>>`__: stats: XSLOW test failures in Te=
stFit<br>* `#18702 <<a href=3D"https://github.com/scipy/scipy/issues/187=
02">https://github.com/scipy/scipy/issues/18702</a>>`__: DEP: deprecate =
aliased integration methods that are (close to)...<br>* `#18721 <<a href=
=3D"https://github.com/scipy/scipy/issues/18721">https://github.com/scipy/s=
cipy/issues/18721</a>>`__: TST: Cause of \`test_linsolve.py\` test failu=
re<br>* `#18748 <<a href=3D"https://github.com/scipy/scipy/issues/18748"=
>https://github.com/scipy/scipy/issues/18748</a>>`__: [DOC] Incorrect do=
cstring for \`boxcox_normmax\` argument \`method=3D"mle"\`,...<br=
>* `#18836 <<a href=3D"https://github.com/scipy/scipy/issues/18836">http=
s://github.com/scipy/scipy/issues/18836</a>>`__: DOC: API reference does=
n't point users to replacement for interp1d<br>* `#18838 <<a href=3D=
"https://github.com/scipy/scipy/issues/18838">https://github.com/scipy/scip=
y/issues/18838</a>>`__: BUG: stats.burr12: distribution returns invalid =
moments<br>* `#18839 <<a href=3D"https://github.com/scipy/scipy/issues/1=
8839">https://github.com/scipy/scipy/issues/18839</a>>`__: ENH: concaten=
ating sparse arrays should return sparse arrays<br>* `#18849 <<a href=3D=
"https://github.com/scipy/scipy/issues/18849">https://github.com/scipy/scip=
y/issues/18849</a>>`__: BUG: \`python dev.py bench\` fails<br>* `#18860 =
<<a href=3D"https://github.com/scipy/scipy/issues/18860">https://github.=
com/scipy/scipy/issues/18860</a>>`__: BUG/BENCH: clough_tocher benchmark=
fails<br>* `#18864 <<a href=3D"https://github.com/scipy/scipy/issues/18=
864">https://github.com/scipy/scipy/issues/18864</a>>`__: BUG: curve_fit=
memoization causes significant overhead in function...<br>* `#18868 <<a=
href=3D"https://github.com/scipy/scipy/issues/18868">https://github.com/sc=
ipy/scipy/issues/18868</a>>`__: CI/BENCH: Fail on error<br>* `#18876 <=
;<a href=3D"https://github.com/scipy/scipy/issues/18876">https://github.com=
/scipy/scipy/issues/18876</a>>`__: DOC: integrate: clarify that event an=
d jac must have the same...<br>* `#18881 <<a href=3D"https://github.com/=
scipy/scipy/issues/18881">https://github.com/scipy/scipy/issues/18881</a>&g=
t;`__: DOC: lobpcg examples improvement<br>* `#18903 <<a href=3D"https:/=
/github.com/scipy/scipy/issues/18903">https://github.com/scipy/scipy/issues=
/18903</a>>`__: DOC: links in hacking.rst go back to hacking.rst instead=
of their...<br>* `#18939 <<a href=3D"https://github.com/scipy/scipy/iss=
ues/18939">https://github.com/scipy/scipy/issues/18939</a>>`__: ENH: add=
new representations for Sakurai and Mikota matrices...<br>* `#18944 <<a=
href=3D"https://github.com/scipy/scipy/issues/18944">https://github.com/sc=
ipy/scipy/issues/18944</a>>`__: How to change the default setup for usin=
g res.plot()<br>* `#18953 <<a href=3D"https://github.com/scipy/scipy/iss=
ues/18953">https://github.com/scipy/scipy/issues/18953</a>>`__: BUG: \`\=
`scipy.optimize._differentialevolution\`\` incorrectly...<br>* `#18966 <=
<a href=3D"https://github.com/scipy/scipy/issues/18966">https://github.com/=
scipy/scipy/issues/18966</a>>`__: BUG: \`PyArray_MAX\` no longer availab=
le in \`numpy/arrayobject.h\`<br>* `#18981 <<a href=3D"https://github.co=
m/scipy/scipy/issues/18981">https://github.com/scipy/scipy/issues/18981</a>=
>`__: ENH: Publish musllinux wheels to PyPI<br>* `#18984 <<a href=3D"=
https://github.com/scipy/scipy/issues/18984">https://github.com/scipy/scipy=
/issues/18984</a>>`__: DOC: scipy.stats.lognorm =E2=80=94 SciPy <a href=
=3D"http://v1.12.0.dev">v1.12.0.dev</a> Manual<br>* `#18987 <<a href=3D"=
https://github.com/scipy/scipy/issues/18987">https://github.com/scipy/scipy=
/issues/18987</a>>`__: BUG: reproducible builds problem in _<a href=3D"h=
ttp://stats_pythran.cpython-311-x86_64-linux-gnu.so">stats_pythran.cpython-=
311-x86_64-linux-gnu.so</a><br>* `#19008 <<a href=3D"https://github.com/=
scipy/scipy/issues/19008">https://github.com/scipy/scipy/issues/19008</a>&g=
t;`__: DOC: error in scipy.integrate.DOP853<br>* `#19009 <<a href=3D"htt=
ps://github.com/scipy/scipy/issues/19009">https://github.com/scipy/scipy/is=
sues/19009</a>>`__: DOC: Maybe a typo on the parameter 'alternative&=
#39; in the Mann-Whitney...<br>* `#19024 <<a href=3D"https://github.com/=
scipy/scipy/issues/19024">https://github.com/scipy/scipy/issues/19024</a>&g=
t;`__: BUG: #18481 made BFGS minimization less accurate<br>* `#19039 <<a=
href=3D"https://github.com/scipy/scipy/issues/19039">https://github.com/sc=
ipy/scipy/issues/19039</a>>`__: BUG: stats.zscore returns all NaN if giv=
en masked array with...<br>* `#19049 <<a href=3D"https://github.com/scip=
y/scipy/issues/19049">https://github.com/scipy/scipy/issues/19049</a>>`_=
_: TST: add test for gh-17918<br>* `#19056 <<a href=3D"https://github.co=
m/scipy/scipy/issues/19056">https://github.com/scipy/scipy/issues/19056</a>=
>`__: ENH: add computing a selected number \`m\` of extreme eigenpairs..=
.<br>* `#19063 <<a href=3D"https://github.com/scipy/scipy/issues/19063">=
https://github.com/scipy/scipy/issues/19063</a>>`__: DOC: typo in scipy.=
linalg.pinv.html<br>* `#19075 <<a href=3D"https://github.com/scipy/scipy=
/issues/19075">https://github.com/scipy/scipy/issues/19075</a>>`__: ENH:=
Allow to choose line-search parameters in related optimization...<br>* `#1=
9082 <<a href=3D"https://github.com/scipy/scipy/issues/19082">https://gi=
thub.com/scipy/scipy/issues/19082</a>>`__: MAINT, REL: Programming Langu=
age directive<br>* `#19090 <<a href=3D"https://github.com/scipy/scipy/is=
sues/19090">https://github.com/scipy/scipy/issues/19090</a>>`__: BUG: ro=
ot_scalar (newton method), inconsistent objective function...<br>* `#19092 =
<<a href=3D"https://github.com/scipy/scipy/issues/19092">https://github.=
com/scipy/scipy/issues/19092</a>>`__: ENH: update vendored SuperLU versi=
on<br>* `#19098 <<a href=3D"https://github.com/scipy/scipy/issues/19098"=
>https://github.com/scipy/scipy/issues/19098</a>>`__: ENH: add method in=
RootResults of root_scalar and root<br>* `#19102 <<a href=3D"https://gi=
thub.com/scipy/scipy/issues/19102">https://github.com/scipy/scipy/issues/19=
102</a>>`__: BUG: \`least_squares\` with \`method=3D'trf'\` with=
initial params...<br>* `#19117 <<a href=3D"https://github.com/scipy/sci=
py/issues/19117">https://github.com/scipy/scipy/issues/19117</a>>`__: TS=
T/MAINT: \`AssertionError\`s with fresh build on M1 macOS<br>* `#19118 <=
<a href=3D"https://github.com/scipy/scipy/issues/19118">https://github.com/=
scipy/scipy/issues/19118</a>>`__: BUG: \`np\`-coercible array-likes are =
not accepted with array...<br>* `#19140 <<a href=3D"https://github.com/s=
cipy/scipy/issues/19140">https://github.com/scipy/scipy/issues/19140</a>>=
;`__: DOC: stats: alternative loc-scale handling in levy_stable<br>* `#1914=
7 <<a href=3D"https://github.com/scipy/scipy/issues/19147">https://githu=
b.com/scipy/scipy/issues/19147</a>>`__: BUG: asfarray is removed from nu=
mpy<br>* `#19150 <<a href=3D"https://github.com/scipy/scipy/issues/19150=
">https://github.com/scipy/scipy/issues/19150</a>>`__: build warnings fr=
om pythran (?)<br>* `#19158 <<a href=3D"https://github.com/scipy/scipy/i=
ssues/19158">https://github.com/scipy/scipy/issues/19158</a>>`__: BUG: S=
ource archives have bogus timestamps<br>* `#19161 <<a href=3D"https://gi=
thub.com/scipy/scipy/issues/19161">https://github.com/scipy/scipy/issues/19=
161</a>>`__: ENH: allow \`sparse_matrix.transpose(axes=3D(1, 0))\`<br>* =
`#19167 <<a href=3D"https://github.com/scipy/scipy/issues/19167">https:/=
/github.com/scipy/scipy/issues/19167</a>>`__: BUG: build graph non-deter=
minism<br>* `#19177 <<a href=3D"https://github.com/scipy/scipy/issues/19=
177">https://github.com/scipy/scipy/issues/19177</a>>`__: TST: Spherical=
Voronoi tests not sensitive to regions internal...<br>* `#19185 <<a href=
=3D"https://github.com/scipy/scipy/issues/19185">https://github.com/scipy/s=
cipy/issues/19185</a>>`__: BUG: minimize_scalar not checking entire area=
specified by bounds<br>* `#19188 <<a href=3D"https://github.com/scipy/s=
cipy/issues/19188">https://github.com/scipy/scipy/issues/19188</a>>`__: =
DOC: 1D arrays with KDTree<br>* `#19190 <<a href=3D"https://github.com/s=
cipy/scipy/issues/19190">https://github.com/scipy/scipy/issues/19190</a>>=
;`__: TST: skip reason incorrect in some cases, related to array API...<br>=
* `#19193 <<a href=3D"https://github.com/scipy/scipy/issues/19193">https=
://github.com/scipy/scipy/issues/19193</a>>`__: DOC: typo in scipy.stats=
.Covariance<br>* `#19241 <<a href=3D"https://github.com/scipy/scipy/issu=
es/19241">https://github.com/scipy/scipy/issues/19241</a>>`__: BUG: util=
s from scipy.sparse.sputils are not available from scipy.sparse...<br>* `#1=
9273 <<a href=3D"https://github.com/scipy/scipy/issues/19273">https://gi=
thub.com/scipy/scipy/issues/19273</a>>`__: Calculation of frequencies w =
is not accurate when fs is default...<br>* `#19276 <<a href=3D"https://g=
ithub.com/scipy/scipy/issues/19276">https://github.com/scipy/scipy/issues/1=
9276</a>>`__: MAINT: array types: make \`compliance_scipy\` more strict<=
br>* `#19332 <<a href=3D"https://github.com/scipy/scipy/issues/19332">ht=
tps://github.com/scipy/scipy/issues/19332</a>>`__: ENH: help \`skewnorm.=
fit\` find global minimum<br>* `#19352 <<a href=3D"https://github.com/sc=
ipy/scipy/issues/19352">https://github.com/scipy/scipy/issues/19352</a>>=
`__: CI, BUILD: SciPy build failure with Cython 3.0.3 (bisected)<br>* `#193=
63 <<a href=3D"https://github.com/scipy/scipy/issues/19363">https://gith=
ub.com/scipy/scipy/issues/19363</a>>`__: DOC: inconsistent terminology a=
t scipy.interpolate.griddata.html<br>* `#19373 <<a href=3D"https://githu=
b.com/scipy/scipy/issues/19373">https://github.com/scipy/scipy/issues/19373=
</a>>`__: DOC: interpolate: add note to BarycentricInterpolator.add_xi..=
.<br>* `#19396 <<a href=3D"https://github.com/scipy/scipy/issues/19396">=
https://github.com/scipy/scipy/issues/19396</a>>`__: BUG: L-BFGS-B has s=
urprisingly high memory consumption<br>* `#19398 <<a href=3D"https://git=
hub.com/scipy/scipy/issues/19398">https://github.com/scipy/scipy/issues/193=
98</a>>`__: BUG: Missing assertion in test_filter_design.py<br>* `#19406=
<<a href=3D"https://github.com/scipy/scipy/issues/19406">https://github=
.com/scipy/scipy/issues/19406</a>>`__: CI, MAINT: known CI issue with Nu=
mPy main/latest<br>* `#19442 <<a href=3D"https://github.com/scipy/scipy/=
issues/19442">https://github.com/scipy/scipy/issues/19442</a>>`__: BUG: =
Error collecting tests due to inconsistent parameterization...<br>* `#19448=
<<a href=3D"https://github.com/scipy/scipy/issues/19448">https://github=
.com/scipy/scipy/issues/19448</a>>`__: DOC:fft: next_fast_len signature =
is empty in docs<br>* `#19490 <<a href=3D"https://github.com/scipy/scipy=
/issues/19490">https://github.com/scipy/scipy/issues/19490</a>>`__: MAIN=
T: lint: fail inventory<br>* `#19544 <<a href=3D"https://github.com/scip=
y/scipy/issues/19544">https://github.com/scipy/scipy/issues/19544</a>>`_=
_: DOC/MAINT: refguide-check errors<br>* `#19553 <<a href=3D"https://git=
hub.com/scipy/scipy/issues/19553">https://github.com/scipy/scipy/issues/195=
53</a>>`__: BUG: Test suite leaks file descriptors (\`OSError: [Errno 24=
]...<br>* `#19565 <<a href=3D"https://github.com/scipy/scipy/issues/1956=
5">https://github.com/scipy/scipy/issues/19565</a>>`__: DOC/DX: \`meson-=
python\` missing from 'required build dependencies'<br>* `#19568 &l=
t;<a href=3D"https://github.com/scipy/scipy/issues/19568">https://github.co=
m/scipy/scipy/issues/19568</a>>`__: DOC/DX: \`cd scipy\` missing from &#=
39;Building from source'<br>* `#19575 <<a href=3D"https://github.com=
/scipy/scipy/issues/19575">https://github.com/scipy/scipy/issues/19575</a>&=
gt;`__: BUG: scipy.ndimage.watershed_ift cost data type is too small...<br>=
* `#19577 <<a href=3D"https://github.com/scipy/scipy/issues/19577">https=
://github.com/scipy/scipy/issues/19577</a>>`__: Windows build problems r=
elated to fast matrix market parts<br>* `#19599 <<a href=3D"https://gith=
ub.com/scipy/scipy/issues/19599">https://github.com/scipy/scipy/issues/1959=
9</a>>`__: ENH: Returning NotImplemented when multiplying sparse arrays.=
..<br>* `#19612 <<a href=3D"https://github.com/scipy/scipy/issues/19612"=
>https://github.com/scipy/scipy/issues/19612</a>>`__: ENH: add best cost=
function evaluation to differential evolution...<br>* `#19616 <<a href=
=3D"https://github.com/scipy/scipy/issues/19616">https://github.com/scipy/s=
cipy/issues/19616</a>>`__: BUG: Normal Inverse Gaussian numerically unst=
able<br>* `#19620 <<a href=3D"https://github.com/scipy/scipy/issues/1962=
0">https://github.com/scipy/scipy/issues/19620</a>>`__: _lib: Test error=
in test_warning_calls_filters because of a Python...<br>* `#19636 <<a h=
ref=3D"https://github.com/scipy/scipy/issues/19636">https://github.com/scip=
y/scipy/issues/19636</a>>`__: DOC: issue in documentation for the callba=
ck argument in scipy.optimize.minimize<br>* `#19640 <<a href=3D"https://=
github.com/scipy/scipy/issues/19640">https://github.com/scipy/scipy/issues/=
19640</a>>`__: CI, MAINT: pre-release job failures with scipy-openblas32=
<br>* `#19726 <<a href=3D"https://github.com/scipy/scipy/issues/19726">h=
ttps://github.com/scipy/scipy/issues/19726</a>>`__: BUG: 1.12.0rc1: buil=
d failure on windows due to macro collision...<br>* `#19747 <<a href=3D"=
https://github.com/scipy/scipy/issues/19747">https://github.com/scipy/scipy=
/issues/19747</a>>`__: BUG: Invalid \`IndexError\` from \`scipy.stats.nb=
inom.logcdf\`<br>* `#19795 <<a href=3D"https://github.com/scipy/scipy/is=
sues/19795">https://github.com/scipy/scipy/issues/19795</a>>`__: MAINT: =
need stable Pythran release for SciPy 1.12.0 RC2<br>* `#19804 <<a href=
=3D"https://github.com/scipy/scipy/issues/19804">https://github.com/scipy/s=
cipy/issues/19804</a>>`__: MAINT/TST: Warnings failing test suite with \=
`pytest 8\`<br>* `#19852 <<a href=3D"https://github.com/scipy/scipy/issu=
es/19852">https://github.com/scipy/scipy/issues/19852</a>>`__: CI, MAINT=
: Windows 3.11 CI failure with file access issue<br>* `#19906 <<a href=
=3D"https://github.com/scipy/scipy/issues/19906">https://github.com/scipy/s=
cipy/issues/19906</a>>`__: BUG: 1.12.0rc2 SciPy rather than scipy in \`p=
ip list\` output<br><br>************************<br>Pull requests for 1.12.=
0<br>************************<br><br>* `#12680 <<a href=3D"https://githu=
b.com/scipy/scipy/pull/12680">https://github.com/scipy/scipy/pull/12680</a>=
>`__: ENH: stats: add nonparametric one-sample quantile test and CI<br>*=
`#14103 <<a href=3D"https://github.com/scipy/scipy/pull/14103">https://=
github.com/scipy/scipy/pull/14103</a>>`__: DOC: integrate: Add complex m=
atrix DE solution to examples<br>* `#14552 <<a href=3D"https://github.co=
m/scipy/scipy/pull/14552">https://github.com/scipy/scipy/pull/14552</a>>=
`__: BUG: Fix LSODA interpolation scheme<br>* `#17408 <<a href=3D"https:=
//github.com/scipy/scipy/pull/17408">https://github.com/scipy/scipy/pull/17=
408</a>>`__: ENH: Short-Time Fourier Transform (STFT) Enhancements<br>* =
`#17452 <<a href=3D"https://github.com/scipy/scipy/pull/17452">https://g=
ithub.com/scipy/scipy/pull/17452</a>>`__: ENH: Add the __pow__ operator =
for Rotations<br>* `#17460 <<a href=3D"https://github.com/scipy/scipy/pu=
ll/17460">https://github.com/scipy/scipy/pull/17460</a>>`__: ENH: New Ro=
tation method approx_equal()<br>* `#17473 <<a href=3D"https://github.com=
/scipy/scipy/pull/17473">https://github.com/scipy/scipy/pull/17473</a>>`=
__: ENH: stats: multivariate Wasserstein distance/EMD<br>* `#17495 <<a h=
ref=3D"https://github.com/scipy/scipy/pull/17495">https://github.com/scipy/=
scipy/pull/17495</a>>`__: DOC: Optimize: update DE documentation<br>* `#=
17542 <<a href=3D"https://github.com/scipy/scipy/pull/17542">https://git=
hub.com/scipy/scipy/pull/17542</a>>`__: ENH: Extend Rotation.align_vecto=
rs() to allow an infinite weight,...<br>* `#17697 <<a href=3D"https://gi=
thub.com/scipy/scipy/pull/17697">https://github.com/scipy/scipy/pull/17697<=
/a>>`__: ENH: special: Improvements for the incomplete beta functions.<b=
r>* `#17719 <<a href=3D"https://github.com/scipy/scipy/pull/17719">https=
://github.com/scipy/scipy/pull/17719</a>>`__: ENH: Add Chandrupatla'=
s algorithm to optimize._zeros_py.py to...<br>* `#17722 <<a href=3D"http=
s://github.com/scipy/scipy/pull/17722">https://github.com/scipy/scipy/pull/=
17722</a>>`__: ENH add pava and isotonic_regression<br>* `#17728 <<a =
href=3D"https://github.com/scipy/scipy/pull/17728">https://github.com/scipy=
/scipy/pull/17728</a>>`__: ENH: Implemented Rotation.from_davenport and =
Rotation.as_davenport<br>* `#17757 <<a href=3D"https://github.com/scipy/=
scipy/pull/17757">https://github.com/scipy/scipy/pull/17757</a>>`__: DOC=
: clarify input dimensions for \`directed_hausdorff\` method<br>* `#17955 &=
lt;<a href=3D"https://github.com/scipy/scipy/pull/17955">https://github.com=
/scipy/scipy/pull/17955</a>>`__: ENH: add simplified fast numerical inve=
rsion to stats.sampling<br>* `#18103 <<a href=3D"https://github.com/scip=
y/scipy/pull/18103">https://github.com/scipy/scipy/pull/18103</a>>`__: E=
NH: add stirling2 function to \`scipy.special\`<br>* `#18133 <<a href=3D=
"https://github.com/scipy/scipy/pull/18133">https://github.com/scipy/scipy/=
pull/18133</a>>`__: BUG: Fix fails of some tests and bad behaviour for x=
=3Dzeta in...<br>* `#18151 <<a href=3D"https://github.com/scipy/scipy/pu=
ll/18151">https://github.com/scipy/scipy/pull/18151</a>>`__: ENH: add cu=
mulative_simpson integration to scipy.integrate<br>* `#18156 <<a href=3D=
"https://github.com/scipy/scipy/pull/18156">https://github.com/scipy/scipy/=
pull/18156</a>>`__: ENH: Added loggamma entropy method<br>* `#18197 <=
<a href=3D"https://github.com/scipy/scipy/pull/18197">https://github.com/sc=
ipy/scipy/pull/18197</a>>`__: ENH: Add derivatives for BarycentricInterp=
olator<br>* `#18219 <<a href=3D"https://github.com/scipy/scipy/pull/1821=
9">https://github.com/scipy/scipy/pull/18219</a>>`__: DEP: integrate: De=
precate \`initial\` values other than None...<br>* `#18348 <<a href=3D"h=
ttps://github.com/scipy/scipy/pull/18348">https://github.com/scipy/scipy/pu=
ll/18348</a>>`__: ENH: add private function to bracket root of monotonic=
function<br>* `#18361 <<a href=3D"https://github.com/scipy/scipy/pull/1=
8361">https://github.com/scipy/scipy/pull/18361</a>>`__: ENH: add \`fit\=
` method to \`multivariate_normal\`<br>* `#18363 <<a href=3D"https://git=
hub.com/scipy/scipy/pull/18363">https://github.com/scipy/scipy/pull/18363</=
a>>`__: ENH: stats: add Baumgartner-Weiss-Schindler test<br>* `#18376 &l=
t;<a href=3D"https://github.com/scipy/scipy/pull/18376">https://github.com/=
scipy/scipy/pull/18376</a>>`__: ENH: CloughTocher2DInterpolator multiple=
times with different...<br>* `#18465 <<a href=3D"https://github.com/sci=
py/scipy/pull/18465">https://github.com/scipy/scipy/pull/18465</a>>`__: =
ENH: asymptotic expansion for multivariate t entropy<br>* `#18470 <<a hr=
ef=3D"https://github.com/scipy/scipy/pull/18470">https://github.com/scipy/s=
cipy/pull/18470</a>>`__: ENH: stats.anderson_ksamp: re-add permutation v=
ersion of test<br>* `#18477 <<a href=3D"https://github.com/scipy/scipy/p=
ull/18477">https://github.com/scipy/scipy/pull/18477</a>>`__: DOC: stats=
.truncnorm: add example about truncation points<br>* `#18481 <<a href=3D=
"https://github.com/scipy/scipy/pull/18481">https://github.com/scipy/scipy/=
pull/18481</a>>`__: MAINT: differentiable fns respect float width. Close=
s #15602<br>* `#18488 <<a href=3D"https://github.com/scipy/scipy/pull/18=
488">https://github.com/scipy/scipy/pull/18488</a>>`__: MAINT:ENH:sparse=
.linalg: Rewrite iterative solvers in Python,...<br>* `#18492 <<a href=
=3D"https://github.com/scipy/scipy/pull/18492">https://github.com/scipy/sci=
py/pull/18492</a>>`__: Add NdBSpline: n-dim tensor product b-spline obje=
ct<br>* `#18496 <<a href=3D"https://github.com/scipy/scipy/pull/18496">h=
ttps://github.com/scipy/scipy/pull/18496</a>>`__: ENH: Faster _select_sa=
mples in _differential_evolution.py<br>* `#18499 <<a href=3D"https://git=
hub.com/scipy/scipy/pull/18499">https://github.com/scipy/scipy/pull/18499</=
a>>`__: ENH: asymptotic expansion for beta entropy for large a and b<br>=
* `#18544 <<a href=3D"https://github.com/scipy/scipy/pull/18544">https:/=
/github.com/scipy/scipy/pull/18544</a>>`__: ENH: sparse.linalg: Implemen=
t matrix_power()<br>* `#18552 <<a href=3D"https://github.com/scipy/scipy=
/pull/18552">https://github.com/scipy/scipy/pull/18552</a>>`__: DOC: sta=
ts.laplace_asymmetric: note relationship between scale...<br>* `#18570 <=
<a href=3D"https://github.com/scipy/scipy/pull/18570">https://github.com/sc=
ipy/scipy/pull/18570</a>>`__: ENH:optimize: Rewrite nnls in Python<br>* =
`#18571 <<a href=3D"https://github.com/scipy/scipy/pull/18571">https://g=
ithub.com/scipy/scipy/pull/18571</a>>`__: ENH: linalg: Add wrapper for \=
`?tgsyl\`<br>* `#18575 <<a href=3D"https://github.com/scipy/scipy/pull/1=
8575">https://github.com/scipy/scipy/pull/18575</a>>`__: REL: set versio=
n to 1.12.0.dev0<br>* `#18585 <<a href=3D"https://github.com/scipy/scipy=
/pull/18585">https://github.com/scipy/scipy/pull/18585</a>>`__: DOC: sta=
ts.rv_discrete: note that default methods are not compatible...<br>* `#1858=
6 <<a href=3D"https://github.com/scipy/scipy/pull/18586">https://github.=
com/scipy/scipy/pull/18586</a>>`__: ENH: override sf for rdist distribut=
ion<br>* `#18587 <<a href=3D"https://github.com/scipy/scipy/pull/18587">=
https://github.com/scipy/scipy/pull/18587</a>>`__: DEP: signal: deprecat=
e cmplx_sort<br>* `#18589 <<a href=3D"https://github.com/scipy/scipy/pul=
l/18589">https://github.com/scipy/scipy/pull/18589</a>>`__: DEP: remove =
parameter centered of stats.qmc.LatinHypercube<br>* `#18594 <<a href=3D"=
https://github.com/scipy/scipy/pull/18594">https://github.com/scipy/scipy/p=
ull/18594</a>>`__: DOC: more explicit example usage of scipy.linalg.lu_f=
actor<br>* `#18602 <<a href=3D"https://github.com/scipy/scipy/pull/18602=
">https://github.com/scipy/scipy/pull/18602</a>>`__: MAINT: stats.hyperg=
eom.mean: correct for large args<br>* `#18606 <<a href=3D"https://github=
.com/scipy/scipy/pull/18606">https://github.com/scipy/scipy/pull/18606</a>&=
gt;`__: ENH: override sf for Pearson3 distribution<br>* `#18609 <<a href=
=3D"https://github.com/scipy/scipy/pull/18609">https://github.com/scipy/sci=
py/pull/18609</a>>`__: TST: update nonlin tests for sparse arrays<br>* `=
#18610 <<a href=3D"https://github.com/scipy/scipy/pull/18610">https://gi=
thub.com/scipy/scipy/pull/18610</a>>`__: DEP: stats: remove deprecated b=
inom_test<br>* `#18612 <<a href=3D"https://github.com/scipy/scipy/pull/1=
8612">https://github.com/scipy/scipy/pull/18612</a>>`__: DEP: stats.iqr:=
remove deprecated \`scale=3D'raw'\`<br>* `#18613 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/18613">https://github.com/scipy/scipy/pul=
l/18613</a>>`__: BUG: fix ortho mode in DST type 2/3<br>* `#18614 <<a=
href=3D"https://github.com/scipy/scipy/pull/18614">https://github.com/scip=
y/scipy/pull/18614</a>>`__: MAINT: don't override sf for loguniform/=
reciprocal distribution<br>* `#18616 <<a href=3D"https://github.com/scip=
y/scipy/pull/18616">https://github.com/scipy/scipy/pull/18616</a>>`__: E=
NH: override sf in loglaplace distribution<br>* `#18617 <<a href=3D"http=
s://github.com/scipy/scipy/pull/18617">https://github.com/scipy/scipy/pull/=
18617</a>>`__: MAINT: interpolate: delete duplicated FITPACK bisplev int=
erface<br>* `#18620 <<a href=3D"https://github.com/scipy/scipy/pull/1862=
0">https://github.com/scipy/scipy/pull/18620</a>>`__: MAINT: signal: avo=
id eval/exec in hilbert2<br>* `#18622 <<a href=3D"https://github.com/sci=
py/scipy/pull/18622">https://github.com/scipy/scipy/pull/18622</a>>`__: =
MAINT: Move rvs_ratio_uniforms to sampling<br>* `#18624 <<a href=3D"http=
s://github.com/scipy/scipy/pull/18624">https://github.com/scipy/scipy/pull/=
18624</a>>`__: DEP: adjust deprecation of positional arguments<br>* `#18=
631 <<a href=3D"https://github.com/scipy/scipy/pull/18631">https://githu=
b.com/scipy/scipy/pull/18631</a>>`__: ENH: Add \`fast_matrix_market\` to=
<a href=3D"http://scipy.io">scipy.io</a><br>* `#18633 <<a href=3D"https=
://github.com/scipy/scipy/pull/18633">https://github.com/scipy/scipy/pull/1=
8633</a>>`__: BUG: Fix issue levy_stable.pdf<br>* `#18640 <<a href=3D=
"https://github.com/scipy/scipy/pull/18640">https://github.com/scipy/scipy/=
pull/18640</a>>`__: MAINT: Fix lint warnings in \`_traversal.pyx\`<br>* =
`#18641 <<a href=3D"https://github.com/scipy/scipy/pull/18641">https://g=
ithub.com/scipy/scipy/pull/18641</a>>`__: ENH: makes \`_covariance\` a c=
ached property<br>* `#18649 <<a href=3D"https://github.com/scipy/scipy/p=
ull/18649">https://github.com/scipy/scipy/pull/18649</a>>`__: DEP: scipy=
.stats.morestats: clarify deprecation warnings<br>* `#18652 <<a href=3D"=
https://github.com/scipy/scipy/pull/18652">https://github.com/scipy/scipy/p=
ull/18652</a>>`__: BUG: Fixes how the length of argument x of linalg.bla=
s.?gbmv...<br>* `#18653 <<a href=3D"https://github.com/scipy/scipy/pull/=
18653">https://github.com/scipy/scipy/pull/18653</a>>`__: DOC: Add missi=
ng equal sign to Lomb-Scargle periodogram equation<br>* `#18661 <<a href=
=3D"https://github.com/scipy/scipy/pull/18661">https://github.com/scipy/sci=
py/pull/18661</a>>`__: CI: update \`SCIPY_NIGHTLY_UPLOAD_TOKEN\` on Cirr=
usCI.<br>* `#18664 <<a href=3D"https://github.com/scipy/scipy/pull/18664=
">https://github.com/scipy/scipy/pull/18664</a>>`__: ENH: stats.dirichle=
t: add covariance method<br>* `#18666 <<a href=3D"https://github.com/sci=
py/scipy/pull/18666">https://github.com/scipy/scipy/pull/18666</a>>`__: =
DEV: update environment.yml, removing setuptools<br>* `#18667 <<a href=
=3D"https://github.com/scipy/scipy/pull/18667">https://github.com/scipy/sci=
py/pull/18667</a>>`__: DEV: Add Windows specific instructions to environ=
ment.yml<br>* `#18668 <<a href=3D"https://github.com/scipy/scipy/pull/18=
668">https://github.com/scipy/scipy/pull/18668</a>>`__: ENH: add machine=
ry to support Array API<br>* `#18670 <<a href=3D"https://github.com/scip=
y/scipy/pull/18670">https://github.com/scipy/scipy/pull/18670</a>>`__: M=
AINT: signal: deduplicate \*ord functions<br>* `#18677 <<a href=3D"https=
://github.com/scipy/scipy/pull/18677">https://github.com/scipy/scipy/pull/1=
8677</a>>`__: TST: linalg: improve seeding of some tests that are a prob=
lem...<br>* `#18679 <<a href=3D"https://github.com/scipy/scipy/pull/1867=
9">https://github.com/scipy/scipy/pull/18679</a>>`__: MAINT:stats:Cython=
ize and remove Fortran statlib code<br>* `#18682 <<a href=3D"https://git=
hub.com/scipy/scipy/pull/18682">https://github.com/scipy/scipy/pull/18682</=
a>>`__: TST: stats: fix xslow test failures<br>* `#18686 <<a href=3D"=
https://github.com/scipy/scipy/pull/18686">https://github.com/scipy/scipy/p=
ull/18686</a>>`__: DEV: Add ability to run memory benchmarks on macOS<br=
>* `#18689 <<a href=3D"https://github.com/scipy/scipy/pull/18689">https:=
//github.com/scipy/scipy/pull/18689</a>>`__: CI: test with Python 3.12-b=
eta<br>* `#18690 <<a href=3D"https://github.com/scipy/scipy/pull/18690">=
https://github.com/scipy/scipy/pull/18690</a>>`__: DOC: mention that \`g=
enlogistic\` is one of several types of...<br>* `#18692 <<a href=3D"http=
s://github.com/scipy/scipy/pull/18692">https://github.com/scipy/scipy/pull/=
18692</a>>`__: MAINT: signal: replace \`np.r_["-1", arrays]\` =
by a more sane...<br>* `#18694 <<a href=3D"https://github.com/scipy/scip=
y/pull/18694">https://github.com/scipy/scipy/pull/18694</a>>`__: DOC: si=
gnal: Updated Chebyshev 2 documentation<br>* `#18695 <<a href=3D"https:/=
/github.com/scipy/scipy/pull/18695">https://github.com/scipy/scipy/pull/186=
95</a>>`__: ENH: override halflogistic fit for free parameters<br>* `#18=
696 <<a href=3D"https://github.com/scipy/scipy/pull/18696">https://githu=
b.com/scipy/scipy/pull/18696</a>>`__: MAINT Fix broken link in scipy.opt=
imize._differentialevolution.py<br>* `#18699 <<a href=3D"https://github.=
com/scipy/scipy/pull/18699">https://github.com/scipy/scipy/pull/18699</a>&g=
t;`__: DEP: integrate: deprecate old aliases<br>* `#18705 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/18705">https://github.com/scipy/scipy/pul=
l/18705</a>>`__: MAINT Optimize link in scipy.optimize._differentialevol=
ution.py<br>* `#18706 <<a href=3D"https://github.com/scipy/scipy/pull/18=
706">https://github.com/scipy/scipy/pull/18706</a>>`__: DOC: linalg: var=
ious doc improvements<br>* `#18708 <<a href=3D"https://github.com/scipy/=
scipy/pull/18708">https://github.com/scipy/scipy/pull/18708</a>>`__: MAI=
NT: signal/dlsim: avoid using interp1d; use make_interp_spline...<br>* `#18=
710 <<a href=3D"https://github.com/scipy/scipy/pull/18710">https://githu=
b.com/scipy/scipy/pull/18710</a>>`__: MAINT: remove np.r_["-1"=
, ...]<br>* `#18712 <<a href=3D"https://github.com/scipy/scipy/pull/1871=
2">https://github.com/scipy/scipy/pull/18712</a>>`__: MAINT: bump minima=
l supported NumPy version to 1.22.4<br>* `#18713 <<a href=3D"https://git=
hub.com/scipy/scipy/pull/18713">https://github.com/scipy/scipy/pull/18713</=
a>>`__: MAINT: fix linter error in \`_fitpack_impl.py\`<br>* `#18714 <=
;<a href=3D"https://github.com/scipy/scipy/pull/18714">https://github.com/s=
cipy/scipy/pull/18714</a>>`__: ENH: Improve beta entropy when one argume=
nt is large<br>* `#18715 <<a href=3D"https://github.com/scipy/scipy/pull=
/18715">https://github.com/scipy/scipy/pull/18715</a>>`__: MAINT: signal=
: remove duplicated _atleast_2d_or_none<br>* `#18718 <<a href=3D"https:/=
/github.com/scipy/scipy/pull/18718">https://github.com/scipy/scipy/pull/187=
18</a>>`__: TST: mark two tests of \`lsq_linear\` as xslow<br>* `#18719 =
<<a href=3D"https://github.com/scipy/scipy/pull/18719">https://github.co=
m/scipy/scipy/pull/18719</a>>`__: MAINT: optimize._chandrupatla: result =
object fixup<br>* `#18720 <<a href=3D"https://github.com/scipy/scipy/pul=
l/18720">https://github.com/scipy/scipy/pull/18720</a>>`__: DOC: Fix not=
ational variation in _lbfgsb_py.py: "pg_i" and "proj...<br>*=
`#18723 <<a href=3D"https://github.com/scipy/scipy/pull/18723">https://=
github.com/scipy/scipy/pull/18723</a>>`__: MAINT:sparse.linalg: Use _NoV=
alue for deprecated kwargs<br>* `#18726 <<a href=3D"https://github.com/s=
cipy/scipy/pull/18726">https://github.com/scipy/scipy/pull/18726</a>>`__=
: ENH: improve halflogistic distribution fitting with fixed parameters<br>*=
`#18727 <<a href=3D"https://github.com/scipy/scipy/pull/18727">https://=
github.com/scipy/scipy/pull/18727</a>>`__: MAINT: Add skip CI link to PR=
template<br>* `#18728 <<a href=3D"https://github.com/scipy/scipy/pull/1=
8728">https://github.com/scipy/scipy/pull/18728</a>>`__: MAINT: optimize=
._chandrupatla: refactor for code reuse<br>* `#18729 <<a href=3D"https:/=
/github.com/scipy/scipy/pull/18729">https://github.com/scipy/scipy/pull/187=
29</a>>`__: DOC: Add note connecting weibull_min to standard exponential=
.<br>* `#18734 <<a href=3D"https://github.com/scipy/scipy/pull/18734">ht=
tps://github.com/scipy/scipy/pull/18734</a>>`__: MAINT: Update codeowner=
s<br>* `#18742 <<a href=3D"https://github.com/scipy/scipy/pull/18742">ht=
tps://github.com/scipy/scipy/pull/18742</a>>`__: ENH: differential_evolu=
tion callback accepts intermediate_result<br>* `#18744 <<a href=3D"https=
://github.com/scipy/scipy/pull/18744">https://github.com/scipy/scipy/pull/1=
8744</a>>`__: TST:sparse.linalg:Relax test_hermitian_modes tolerances<br=
>* `#18746 <<a href=3D"https://github.com/scipy/scipy/pull/18746">https:=
//github.com/scipy/scipy/pull/18746</a>>`__: MAINT: forward port 1.11.0 =
relnotes<br>* `#18755 <<a href=3D"https://github.com/scipy/scipy/pull/18=
755">https://github.com/scipy/scipy/pull/18755</a>>`__: ENH: override is=
f for Burr distribution<br>* `#18756 <<a href=3D"https://github.com/scip=
y/scipy/pull/18756">https://github.com/scipy/scipy/pull/18756</a>>`__: D=
OC: stats.boxcox_normmax: correct minimize -> maximize<br>* `#18758 <=
<a href=3D"https://github.com/scipy/scipy/pull/18758">https://github.com/sc=
ipy/scipy/pull/18758</a>>`__: DOC: Document performance cliff for scipy.=
sparse.random<br>* `#18760 <<a href=3D"https://github.com/scipy/scipy/pu=
ll/18760">https://github.com/scipy/scipy/pull/18760</a>>`__: ENH: overri=
de halfnorm fit<br>* `#18764 <<a href=3D"https://github.com/scipy/scipy/=
pull/18764">https://github.com/scipy/scipy/pull/18764</a>>`__: ENH: stat=
s: add informative error message to \`boxcox_normmax\`...<br>* `#18771 <=
<a href=3D"https://github.com/scipy/scipy/pull/18771">https://github.com/sc=
ipy/scipy/pull/18771</a>>`__: Fix typo from #18758<br>* `#18777 <<a h=
ref=3D"https://github.com/scipy/scipy/pull/18777">https://github.com/scipy/=
scipy/pull/18777</a>>`__: DOC: Clarify Prewitt filter<br>* `#18783 <<=
a href=3D"https://github.com/scipy/scipy/pull/18783">https://github.com/sci=
py/scipy/pull/18783</a>>`__: ENH: stats: Implement _sf and _isf for hyps=
ecant.<br>* `#18786 <<a href=3D"https://github.com/scipy/scipy/pull/1878=
6">https://github.com/scipy/scipy/pull/18786</a>>`__: MAINT: forward por=
t 1.11.1 relnotes<br>* `#18794 <<a href=3D"https://github.com/scipy/scip=
y/pull/18794">https://github.com/scipy/scipy/pull/18794</a>>`__: MAINT: =
fix \`halflogistic.fit\` for bad location guess<br>* `#18795 <<a href=3D=
"https://github.com/scipy/scipy/pull/18795">https://github.com/scipy/scipy/=
pull/18795</a>>`__: BUG, DOC: Correct \`adsurl\` value and add a general=
\`url\`...<br>* `#18799 <<a href=3D"https://github.com/scipy/scipy/pull=
/18799">https://github.com/scipy/scipy/pull/18799</a>>`__: ENH: simplify=
\`gausshyper.pdf\`<br>* `#18802 <<a href=3D"https://github.com/scipy/sc=
ipy/pull/18802">https://github.com/scipy/scipy/pull/18802</a>>`__: MAINT=
: Use \`sparse.diags\` instead of \`spdiags\` internally.<br>* `#18803 <=
<a href=3D"https://github.com/scipy/scipy/pull/18803">https://github.com/sc=
ipy/scipy/pull/18803</a>>`__: MAINT: \`rv_discrete\` should raise with d=
uplicate \`xk\` in...<br>* `#18807 <<a href=3D"https://github.com/scipy/=
scipy/pull/18807">https://github.com/scipy/scipy/pull/18807</a>>`__: ENH=
: remove unnecessary root-find from skewnorm<br>* `#18808 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/18808">https://github.com/scipy/scipy/pul=
l/18808</a>>`__: TST: test for gh-18800<br>* `#18812 <<a href=3D"http=
s://github.com/scipy/scipy/pull/18812">https://github.com/scipy/scipy/pull/=
18812</a>>`__: DEP: linalg: sharpen deprecation warning for pinv {,r}con=
d<br>* `#18814 <<a href=3D"https://github.com/scipy/scipy/pull/18814">ht=
tps://github.com/scipy/scipy/pull/18814</a>>`__: DOC: update windows ins=
tructions and move conda/mamba<br>* `#18815 <<a href=3D"https://github.c=
om/scipy/scipy/pull/18815">https://github.com/scipy/scipy/pull/18815</a>>=
;`__: ENH:stats: Add _isf method to loglaplace<br>* `#18816 <<a href=3D"=
https://github.com/scipy/scipy/pull/18816">https://github.com/scipy/scipy/p=
ull/18816</a>>`__: ENH:stats: Add _isf method to lognorm<br>* `#18817 &l=
t;<a href=3D"https://github.com/scipy/scipy/pull/18817">https://github.com/=
scipy/scipy/pull/18817</a>>`__: DOC: Fix examples in randint description=
<br>* `#18818 <<a href=3D"https://github.com/scipy/scipy/pull/18818">htt=
ps://github.com/scipy/scipy/pull/18818</a>>`__: MAINT: Simplify codespac=
es env activation<br>* `#18819 <<a href=3D"https://github.com/scipy/scip=
y/pull/18819">https://github.com/scipy/scipy/pull/18819</a>>`__: TST: st=
ats.dgamma.pdf: adjust test that fails intermittently<br>* `#18820 <<a h=
ref=3D"https://github.com/scipy/scipy/pull/18820">https://github.com/scipy/=
scipy/pull/18820</a>>`__: ENH:stats: Add _isf method to pareto<br>* `#18=
822 <<a href=3D"https://github.com/scipy/scipy/pull/18822">https://githu=
b.com/scipy/scipy/pull/18822</a>>`__: ENH:stats: Add _sf and _isf method=
s to kappa3<br>* `#18823 <<a href=3D"https://github.com/scipy/scipy/pull=
/18823">https://github.com/scipy/scipy/pull/18823</a>>`__: ENH:stats: Ad=
d _isf method to lomax<br>* `#18824 <<a href=3D"https://github.com/scipy=
/scipy/pull/18824">https://github.com/scipy/scipy/pull/18824</a>>`__: EN=
H: override halfcauchy distribution fit<br>* `#18826 <<a href=3D"https:/=
/github.com/scipy/scipy/pull/18826">https://github.com/scipy/scipy/pull/188=
26</a>>`__: DEP: linalg: use _NoValue for eigh/eigvalsh positional argum=
ent...<br>* `#18829 <<a href=3D"https://github.com/scipy/scipy/pull/1882=
9">https://github.com/scipy/scipy/pull/18829</a>>`__: ENH: optimize: vec=
torized minimization of univariate functions<br>* `#18830 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/18830">https://github.com/scipy/scipy/pul=
l/18830</a>>`__: DOC: soften wording on import guidelines, mention lazy =
loading<br>* `#18833 <<a href=3D"https://github.com/scipy/scipy/pull/188=
33">https://github.com/scipy/scipy/pull/18833</a>>`__: ENH: optimize: re=
lease the GIL while computing the LSAP solution<br>* `#18835 <<a href=3D=
"https://github.com/scipy/scipy/pull/18835">https://github.com/scipy/scipy/=
pull/18835</a>>`__: DEP: scipy.stats.stats: clarify deprecation warnings=
<br>* `#18840 <<a href=3D"https://github.com/scipy/scipy/pull/18840">htt=
ps://github.com/scipy/scipy/pull/18840</a>>`__: MAINT: stats.burr12: mom=
ents are undefined when c\*d <=3D order<br>* `#18841 <<a href=3D"http=
s://github.com/scipy/scipy/pull/18841">https://github.com/scipy/scipy/pull/=
18841</a>>`__: MAINT: \*sctype\* replace NumPy 2.0<br>* `#18843 <<a h=
ref=3D"https://github.com/scipy/scipy/pull/18843">https://github.com/scipy/=
scipy/pull/18843</a>>`__: DEP: vendor sklearn's mechanism to depreca=
te passing kwargs positionally<br>* `#18846 <<a href=3D"https://github.c=
om/scipy/scipy/pull/18846">https://github.com/scipy/scipy/pull/18846</a>>=
;`__: MAINT: Reduce file size of the SVG files included in \`signal.rst\`<b=
r>* `#18847 <<a href=3D"https://github.com/scipy/scipy/pull/18847">https=
://github.com/scipy/scipy/pull/18847</a>>`__: MAINT: ptp no method for N=
umPy 2.0<br>* `#18848 <<a href=3D"https://github.com/scipy/scipy/pull/18=
848">https://github.com/scipy/scipy/pull/18848</a>>`__: ENH: add compile=
and link args to \`show_config\` output<br>* `#18850 <<a href=3D"https:=
//github.com/scipy/scipy/pull/18850">https://github.com/scipy/scipy/pull/18=
850</a>>`__: ENH: improve performance of \`SphericalVoronoi\` area calcu=
lation<br>* `#18852 <<a href=3D"https://github.com/scipy/scipy/pull/1885=
2">https://github.com/scipy/scipy/pull/18852</a>>`__: BUG: fix overflow =
in stats.yeojohnson<br>* `#18853 <<a href=3D"https://github.com/scipy/sc=
ipy/pull/18853">https://github.com/scipy/scipy/pull/18853</a>>`__: BENCH=
: Remove factorial benchmarks<br>* `#18854 <<a href=3D"https://github.co=
m/scipy/scipy/pull/18854">https://github.com/scipy/scipy/pull/18854</a>>=
`__: MAINT: signal: lighten the notation in lsim<br>* `#18856 <<a href=
=3D"https://github.com/scipy/scipy/pull/18856">https://github.com/scipy/sci=
py/pull/18856</a>>`__: MAINT: Remove more runtests.py stuff<br>* `#18858=
<<a href=3D"https://github.com/scipy/scipy/pull/18858">https://github.c=
om/scipy/scipy/pull/18858</a>>`__: MAINT: clean up views/strides/dtypes =
utilities in \`cluster.hierarcy\`<br>* `#18861 <<a href=3D"https://githu=
b.com/scipy/scipy/pull/18861">https://github.com/scipy/scipy/pull/18861</a>=
>`__: MAINT: avoid \`np.deprecate\` and \`np.core\`, add \`normalize_axi=
s_index\`...<br>* `#18862 <<a href=3D"https://github.com/scipy/scipy/pul=
l/18862">https://github.com/scipy/scipy/pull/18862</a>>`__: ENH: sparse =
arrays for hstack, vstack, bmat, block_diag. New...<br>* `#18863 <<a hre=
f=3D"https://github.com/scipy/scipy/pull/18863">https://github.com/scipy/sc=
ipy/pull/18863</a>>`__: DEP: remove extra np.deprecate and add docs back=
<br>* `#18872 <<a href=3D"https://github.com/scipy/scipy/pull/18872">htt=
ps://github.com/scipy/scipy/pull/18872</a>>`__: DOC: Add relationship be=
tween Fisk (log-logistic) and logistic.<br>* `#18873 <<a href=3D"https:/=
/github.com/scipy/scipy/pull/18873">https://github.com/scipy/scipy/pull/188=
73</a>>`__: DOC: add more cross compilation details<br>* `#18885 <<a =
href=3D"https://github.com/scipy/scipy/pull/18885">https://github.com/scipy=
/scipy/pull/18885</a>>`__: DOC: minor issues in install commands<br>* `#=
18886 <<a href=3D"https://github.com/scipy/scipy/pull/18886">https://git=
hub.com/scipy/scipy/pull/18886</a>>`__: MAINT/DOC: remove docstring issu=
es in ndimage<br>* `#18887 <<a href=3D"https://github.com/scipy/scipy/pu=
ll/18887">https://github.com/scipy/scipy/pull/18887</a>>`__: DOC: tab sy=
nc based on same tab name using \`\`sync\`\` statement<br>* `#18888 <<a =
href=3D"https://github.com/scipy/scipy/pull/18888">https://github.com/scipy=
/scipy/pull/18888</a>>`__: MAINT: Set RAM requirement for Codespaces<br>=
* `#18889 <<a href=3D"https://github.com/scipy/scipy/pull/18889">https:/=
/github.com/scipy/scipy/pull/18889</a>>`__: CI: Add prerelease build wit=
h 64bit OpenBLAS nightly<br>* `#18893 <<a href=3D"https://github.com/sci=
py/scipy/pull/18893">https://github.com/scipy/scipy/pull/18893</a>>`__: =
ENH: Geometric quality metrics for random sampling<br>* `#18898 <<a href=
=3D"https://github.com/scipy/scipy/pull/18898">https://github.com/scipy/sci=
py/pull/18898</a>>`__: DOC: fix sparse docs "matrix" and "=
;array" mixup<br>* `#18905 <<a href=3D"https://github.com/scipy/sci=
py/pull/18905">https://github.com/scipy/scipy/pull/18905</a>>`__: DOC: C=
larify DOF in f-distribution notes<br>* `#18910 <<a href=3D"https://gith=
ub.com/scipy/scipy/pull/18910">https://github.com/scipy/scipy/pull/18910</a=
>>`__: DOC: from CONTRIBUTING.rst link to SciPy website<br>* `#18911 <=
;<a href=3D"https://github.com/scipy/scipy/pull/18911">https://github.com/s=
cipy/scipy/pull/18911</a>>`__: DOC/MAINT: \`special\` doc fixes<br>* `#1=
8914 <<a href=3D"https://github.com/scipy/scipy/pull/18914">https://gith=
ub.com/scipy/scipy/pull/18914</a>>`__: ENH: Enhance \`dev.py\` by adding=
command to query PYTHONPATH<br>* `#18916 <<a href=3D"https://github.com=
/scipy/scipy/pull/18916">https://github.com/scipy/scipy/pull/18916</a>>`=
__: DEP: stats: improve deprecation of private but present modules<br>* `#1=
8917 <<a href=3D"https://github.com/scipy/scipy/pull/18917">https://gith=
ub.com/scipy/scipy/pull/18917</a>>`__: ENH: move {c, q}spline_1d to use =
sosfilt/lfilter<br>* `#18920 <<a href=3D"https://github.com/scipy/scipy/=
pull/18920">https://github.com/scipy/scipy/pull/18920</a>>`__: DOC: indi=
cate functions with multiple valid solutions in csgraph<br>* `#18927 <<a=
href=3D"https://github.com/scipy/scipy/pull/18927">https://github.com/scip=
y/scipy/pull/18927</a>>`__: TST: use Hypothesis for property-based tests=
<br>* `#18929 <<a href=3D"https://github.com/scipy/scipy/pull/18929">htt=
ps://github.com/scipy/scipy/pull/18929</a>>`__: ENH: change sparse dok f=
rom subclass of dict to have attribute...<br>* `#18930 <<a href=3D"https=
://github.com/scipy/scipy/pull/18930">https://github.com/scipy/scipy/pull/1=
8930</a>>`__: ENH: _lib._util: make _lazywhere compatible with Array API=
<br>* `#18931 <<a href=3D"https://github.com/scipy/scipy/pull/18931">htt=
ps://github.com/scipy/scipy/pull/18931</a>>`__: MAINT: cleanup redundant=
tests for \`vonmises.fit\`<br>* `#18932 <<a href=3D"https://github.com/=
scipy/scipy/pull/18932">https://github.com/scipy/scipy/pull/18932</a>>`_=
_: DEP: deprecate positional arguments for some methods in signal._fir_f=E2=
=80=A6<br>* `#18933 <<a href=3D"https://github.com/scipy/scipy/pull/1893=
3">https://github.com/scipy/scipy/pull/18933</a>>`__: DEP: deprecate pos=
itional arguments for special.comb<br>* `#18934 <<a href=3D"https://gith=
ub.com/scipy/scipy/pull/18934">https://github.com/scipy/scipy/pull/18934</a=
>>`__: DEP: deprecate positional arguments for some methods in sparse.li=
nalg=E2=80=A6<br>* `#18935 <<a href=3D"https://github.com/scipy/scipy/pu=
ll/18935">https://github.com/scipy/scipy/pull/18935</a>>`__: DEP: deprec=
ate positional arguments for linalg.pinv<br>* `#18936 <<a href=3D"https:=
//github.com/scipy/scipy/pull/18936">https://github.com/scipy/scipy/pull/18=
936</a>>`__: DEP: deprecate positional arguments for stats.kendalltau<br=
>* `#18942 <<a href=3D"https://github.com/scipy/scipy/pull/18942">https:=
//github.com/scipy/scipy/pull/18942</a>>`__: CI: Change OpenBLAS nightly=
wheel location<br>* `#18943 <<a href=3D"https://github.com/scipy/scipy/=
pull/18943">https://github.com/scipy/scipy/pull/18943</a>>`__: DEP: spar=
se.linalg: deprecate positional arguments for gcrotmk,...<br>* `#18946 <=
<a href=3D"https://github.com/scipy/scipy/pull/18946">https://github.com/sc=
ipy/scipy/pull/18946</a>>`__: DEP: linalg: deprecate positional args for=
eigh/eigvalsh<br>* `#18948 <<a href=3D"https://github.com/scipy/scipy/p=
ull/18948">https://github.com/scipy/scipy/pull/18948</a>>`__: ENH: Jones=
and Faddy Skew-T distribution<br>* `#18949 <<a href=3D"https://github.c=
om/scipy/scipy/pull/18949">https://github.com/scipy/scipy/pull/18949</a>>=
;`__: DOC: stats.FitResult.plot: add example<br>* `#18952 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/18952">https://github.com/scipy/scipy/pul=
l/18952</a>>`__: MAINT: Remove \`._is_array\` since there's now: \`i=
sinstance(x,...<br>* `#18954 <<a href=3D"https://github.com/scipy/scipy/=
pull/18954">https://github.com/scipy/scipy/pull/18954</a>>`__: BENCH: up=
date/rewrite lobpcg benchmark sparse_linalg_lobpcg.py<br>* `#18955 <<a h=
ref=3D"https://github.com/scipy/scipy/pull/18955">https://github.com/scipy/=
scipy/pull/18955</a>>`__: MAINT/DOC: spatial: Document and test the doub=
le cover property...<br>* `#18958 <<a href=3D"https://github.com/scipy/s=
cipy/pull/18958">https://github.com/scipy/scipy/pull/18958</a>>`__: MAIN=
T: optimize.differential_evolution: clarify that bounds must...<br>* `#1896=
2 <<a href=3D"https://github.com/scipy/scipy/pull/18962">https://github.=
com/scipy/scipy/pull/18962</a>>`__: Update name of coverage action<br>* =
`#18963 <<a href=3D"https://github.com/scipy/scipy/pull/18963">https://g=
ithub.com/scipy/scipy/pull/18963</a>>`__: ENH:sparse.linalg: Add Laplaci=
anNd class to special sparse arrays<br>* `#18967 <<a href=3D"https://git=
hub.com/scipy/scipy/pull/18967">https://github.com/scipy/scipy/pull/18967</=
a>>`__: MAINT: redefine \`PyArray_MAX\`/\`PyArray_MIN\` because they...<=
br>* `#18968 <<a href=3D"https://github.com/scipy/scipy/pull/18968">http=
s://github.com/scipy/scipy/pull/18968</a>>`__: DEP: optimize: improve de=
precation of private modules named without...<br>* `#18970 <<a href=3D"h=
ttps://github.com/scipy/scipy/pull/18970">https://github.com/scipy/scipy/pu=
ll/18970</a>>`__: DEP: integrate: improve deprecation of private modules=
named...<br>* `#18973 <<a href=3D"https://github.com/scipy/scipy/pull/1=
8973">https://github.com/scipy/scipy/pull/18973</a>>`__: MAINT: linalg: =
remove a stray np.cast<br>* `#18975 <<a href=3D"https://github.com/scipy=
/scipy/pull/18975">https://github.com/scipy/scipy/pull/18975</a>>`__: EN=
H: Port scipy to use new numpy complex types<br>* `#18977 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/18977">https://github.com/scipy/scipy/pul=
l/18977</a>>`__: ENH: Expose c1 and c2 of scalar_search_wolfe to fmin_bf=
gs<br>* `#18986 <<a href=3D"https://github.com/scipy/scipy/pull/18986">h=
ttps://github.com/scipy/scipy/pull/18986</a>>`__: ENH: add possibility t=
o fix parameters in multivariate normal...<br>* `#18992 <<a href=3D"http=
s://github.com/scipy/scipy/pull/18992">https://github.com/scipy/scipy/pull/=
18992</a>>`__: DEP: interpolate: improve deprecation of private modules =
named...<br>* `#18995 <<a href=3D"https://github.com/scipy/scipy/pull/18=
995">https://github.com/scipy/scipy/pull/18995</a>>`__: DOC: stats.logno=
rm: add example of the relationship between norm...<br>* `#18996 <<a hre=
f=3D"https://github.com/scipy/scipy/pull/18996">https://github.com/scipy/sc=
ipy/pull/18996</a>>`__: ENH: optimize.curve_fit: reduce overhead of ligh=
tweight memoization<br>* `#18997 <<a href=3D"https://github.com/scipy/sc=
ipy/pull/18997">https://github.com/scipy/scipy/pull/18997</a>>`__: DOC: =
add \`noexcept\` to \`cython_optimize\` docs<br>* `#19000 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/19000">https://github.com/scipy/scipy/pul=
l/19000</a>>`__: MAINT: fft: rename \`test_numpy.py\` to \`test_basic.py=
\`<br>* `#19005 <<a href=3D"https://github.com/scipy/scipy/pull/19005">h=
ttps://github.com/scipy/scipy/pull/19005</a>>`__: ENH: fft: support arra=
y API standard<br>* `#19007 <<a href=3D"https://github.com/scipy/scipy/p=
ull/19007">https://github.com/scipy/scipy/pull/19007</a>>`__: BLD: Add v=
env to .gitignore<br>* `#19010 <<a href=3D"https://github.com/scipy/scip=
y/pull/19010">https://github.com/scipy/scipy/pull/19010</a>>`__: DOC/MAI=
NT: typo: change Azure reference to Cirrus<br>* `#19012 <<a href=3D"http=
s://github.com/scipy/scipy/pull/19012">https://github.com/scipy/scipy/pull/=
19012</a>>`__: DOC: stats.mannwhitneyu: address apparent sign inconsiste=
ncy...<br>* `#19013 <<a href=3D"https://github.com/scipy/scipy/pull/1901=
3">https://github.com/scipy/scipy/pull/19013</a>>`__: DOCS: Fixed typo i=
n _fitpack2.py<br>* `#19014 <<a href=3D"https://github.com/scipy/scipy/p=
ull/19014">https://github.com/scipy/scipy/pull/19014</a>>`__: MAINT: cop=
y, array-api compatible utility function<br>* `#19015 <<a href=3D"https:=
//github.com/scipy/scipy/pull/19015">https://github.com/scipy/scipy/pull/19=
015</a>>`__: ENH: Update numpy exceptions imports<br>* `#19018 <<a hr=
ef=3D"https://github.com/scipy/scipy/pull/19018">https://github.com/scipy/s=
cipy/pull/19018</a>>`__: TST/BUG: fix array API test skip decorators<br>=
* `#19023 <<a href=3D"https://github.com/scipy/scipy/pull/19023">https:/=
/github.com/scipy/scipy/pull/19023</a>>`__: ENH: special: dispatch to ar=
ray library<br>* `#19030 <<a href=3D"https://github.com/scipy/scipy/pull=
/19030">https://github.com/scipy/scipy/pull/19030</a>>`__: MAINT: replac=
e \`optparse\` usage with \`argparse\`<br>* `#19033 <<a href=3D"https://=
github.com/scipy/scipy/pull/19033">https://github.com/scipy/scipy/pull/1903=
3</a>>`__: MAINT: Fix codespaces setup.sh script<br>* `#19035 <<a hre=
f=3D"https://github.com/scipy/scipy/pull/19035">https://github.com/scipy/sc=
ipy/pull/19035</a>>`__: DEP: linalg: improve deprecation of private modu=
les named without...<br>* `#19045 <<a href=3D"https://github.com/scipy/s=
cipy/pull/19045">https://github.com/scipy/scipy/pull/19045</a>>`__: MAIN=
T: Change \`add_newdoc\` import and remove \`NINF\`<br>* `#19047 <<a hre=
f=3D"https://github.com/scipy/scipy/pull/19047">https://github.com/scipy/sc=
ipy/pull/19047</a>>`__: Corrected a grammatical error in the docstring o=
f class DOP853<br>* `#19050 <<a href=3D"https://github.com/scipy/scipy/p=
ull/19050">https://github.com/scipy/scipy/pull/19050</a>>`__: CI/BLD: ma=
ke nightly wheels daily closes #19048<br>* `#19051 <<a href=3D"https://g=
ithub.com/scipy/scipy/pull/19051">https://github.com/scipy/scipy/pull/19051=
</a>>`__: ENH: array agnostic \`cov\`, used in \`cluster\`<br>* `#19052 =
<<a href=3D"https://github.com/scipy/scipy/pull/19052">https://github.co=
m/scipy/scipy/pull/19052</a>>`__: BENCH: update asv, fail benchmark CI o=
n errors, fix fallout<br>* `#19053 <<a href=3D"https://github.com/scipy/=
scipy/pull/19053">https://github.com/scipy/scipy/pull/19053</a>>`__: CI:=
cirrus mods<br>* `#19055 <<a href=3D"https://github.com/scipy/scipy/pul=
l/19055">https://github.com/scipy/scipy/pull/19055</a>>`__: MAINT: use \=
`copy\` utility from #19014 in \`cluster\`<br>* `#19057 <<a href=3D"http=
s://github.com/scipy/scipy/pull/19057">https://github.com/scipy/scipy/pull/=
19057</a>>`__: ENH: add computing a selected number m of extreme eigenpa=
irs...<br>* `#19060 <<a href=3D"https://github.com/scipy/scipy/pull/1906=
0">https://github.com/scipy/scipy/pull/19060</a>>`__: MAINT: port minpac=
k2.dcsrch from Fortran to Python, remove Fortran...<br>* `#19061 <<a hre=
f=3D"https://github.com/scipy/scipy/pull/19061">https://github.com/scipy/sc=
ipy/pull/19061</a>>`__: DOC: spell NaN -> nan<br>* `#19062 <<a hre=
f=3D"https://github.com/scipy/scipy/pull/19062">https://github.com/scipy/sc=
ipy/pull/19062</a>>`__: BLD: Replace complex occurences with singlecompl=
ex in SuperLU<br>* `#19064 <<a href=3D"https://github.com/scipy/scipy/pu=
ll/19064">https://github.com/scipy/scipy/pull/19064</a>>`__: TST: bump t=
olerance of \`TestTruncexpon.test_is_isf\` a little<br>* `#19066 <<a hre=
f=3D"https://github.com/scipy/scipy/pull/19066">https://github.com/scipy/sc=
ipy/pull/19066</a>>`__: Update dfovec.py case 20 for zero indexing<br>* =
`#19067 <<a href=3D"https://github.com/scipy/scipy/pull/19067">https://g=
ithub.com/scipy/scipy/pull/19067</a>>`__: DEP: remove all deprecated \`s=
cipy.<numpy-func>\` objects<br>* `#19070 <<a href=3D"https://githu=
b.com/scipy/scipy/pull/19070">https://github.com/scipy/scipy/pull/19070</a>=
>`__: DEP: odr: improved deprecation of private modules<br>* `#19073 <=
;<a href=3D"https://github.com/scipy/scipy/pull/19073">https://github.com/s=
cipy/scipy/pull/19073</a>>`__: DOC: remove reference to no longer import=
ed numpy funcs<br>* `#19074 <<a href=3D"https://github.com/scipy/scipy/p=
ull/19074">https://github.com/scipy/scipy/pull/19074</a>>`__: TST: add r=
egression test for sqrtm unexpectedly converting to...<br>* `#19078 <<a =
href=3D"https://github.com/scipy/scipy/pull/19078">https://github.com/scipy=
/scipy/pull/19078</a>>`__: ENH: Reflect changes from numpy namespace ref=
actor part 3<br>* `#19081 <<a href=3D"https://github.com/scipy/scipy/pul=
l/19081">https://github.com/scipy/scipy/pull/19081</a>>`__: ENH: optimiz=
e: c1 and c2 of scalar_search_wolfe to cg and newton-cg<br>* `#19083 <<a=
href=3D"https://github.com/scipy/scipy/pull/19083">https://github.com/scip=
y/scipy/pull/19083</a>>`__: MAINT: forward port 1.11.2 relnotes<br>* `#1=
9086 <<a href=3D"https://github.com/scipy/scipy/pull/19086">https://gith=
ub.com/scipy/scipy/pull/19086</a>>`__: BLD: tweaks to build dependencies=
and 3.12 classifier in pyproject.toml<br>* `#19087 <<a href=3D"https://=
github.com/scipy/scipy/pull/19087">https://github.com/scipy/scipy/pull/1908=
7</a>>`__: DOC: add info about usage of ccache for benchmarks<br>* `#190=
89 <<a href=3D"https://github.com/scipy/scipy/pull/19089">https://github=
.com/scipy/scipy/pull/19089</a>>`__: DOC: add comment on args in solve_i=
vp (#18876)<br>* `#19091 <<a href=3D"https://github.com/scipy/scipy/pull=
/19091">https://github.com/scipy/scipy/pull/19091</a>>`__: MAINT: optimi=
ze.root_scalar: handle args when method is newton...<br>* `#19093 <<a hr=
ef=3D"https://github.com/scipy/scipy/pull/19093">https://github.com/scipy/s=
cipy/pull/19093</a>>`__: MAINT: stats.zscore: return correct result when=
0th element is...<br>* `#19094 <<a href=3D"https://github.com/scipy/sci=
py/pull/19094">https://github.com/scipy/scipy/pull/19094</a>>`__: BUG: o=
ptimize: update incorrect c1 value<br>* `#19095 <<a href=3D"https://gith=
ub.com/scipy/scipy/pull/19095">https://github.com/scipy/scipy/pull/19095</a=
>>`__: ENH: optimize: add inv Hess estimate in BFGS<br>* `#19100 <<a =
href=3D"https://github.com/scipy/scipy/pull/19100">https://github.com/scipy=
/scipy/pull/19100</a>>`__: MAINT: Move \`trapezoid\` implementation to S=
ciPy<br>* `#19104 <<a href=3D"https://github.com/scipy/scipy/pull/19104"=
>https://github.com/scipy/scipy/pull/19104</a>>`__: MAINT: fix the CT su=
bclass benchmark<br>* `#19110 <<a href=3D"https://github.com/scipy/scipy=
/pull/19110">https://github.com/scipy/scipy/pull/19110</a>>`__: MAINT: R=
emove usages of np.row_stack and np.in1d<br>* `#19113 <<a href=3D"https:=
//github.com/scipy/scipy/pull/19113">https://github.com/scipy/scipy/pull/19=
113</a>>`__: MAINT, TST: default_rng few tests<br>* `#19115 <<a href=
=3D"https://github.com/scipy/scipy/pull/19115">https://github.com/scipy/sci=
py/pull/19115</a>>`__: ENH, TST: Use explicit imports in docstring examp=
les<br>* `#19127 <<a href=3D"https://github.com/scipy/scipy/pull/19127">=
https://github.com/scipy/scipy/pull/19127</a>>`__: DOC: linalg: fix typo=
s in pinv docs<br>* `#19128 <<a href=3D"https://github.com/scipy/scipy/p=
ull/19128">https://github.com/scipy/scipy/pull/19128</a>>`__: ENH: optim=
ize: add method attribute to result object from root_scalar...<br>* `#19129=
<<a href=3D"https://github.com/scipy/scipy/pull/19129">https://github.c=
om/scipy/scipy/pull/19129</a>>`__: DOC:Added Examples To \`combine_pvalu=
es\` and \`fhtoffset\`<br>* `#19136 <<a href=3D"https://github.com/scipy=
/scipy/pull/19136">https://github.com/scipy/scipy/pull/19136</a>>`__: MA=
INT: remove NumPy infty alias<br>* `#19141 <<a href=3D"https://github.co=
m/scipy/scipy/pull/19141">https://github.com/scipy/scipy/pull/19141</a>>=
`__: MAINT: more NumPy API shims<br>* `#19143 <<a href=3D"https://github=
.com/scipy/scipy/pull/19143">https://github.com/scipy/scipy/pull/19143</a>&=
gt;`__: MAINT: remove asfarray usage<br>* `#19146 <<a href=3D"https://gi=
thub.com/scipy/scipy/pull/19146">https://github.com/scipy/scipy/pull/19146<=
/a>>`__: DOC: sparse.linalg: Enhance lobpcg documentation with updated..=
.<br>* `#19152 <<a href=3D"https://github.com/scipy/scipy/pull/19152">ht=
tps://github.com/scipy/scipy/pull/19152</a>>`__: DOC: fix predeces(s)or =
typo.<br>* `#19157 <<a href=3D"https://github.com/scipy/scipy/pull/19157=
">https://github.com/scipy/scipy/pull/19157</a>>`__: TST: add array-agno=
stic assertions<br>* `#19162 <<a href=3D"https://github.com/scipy/scipy/=
pull/19162">https://github.com/scipy/scipy/pull/19162</a>>`__: ENH: Allo=
w \`sparse_mtx.transpose(axes=3D(1, 0))\`<br>* `#19165 <<a href=3D"https=
://github.com/scipy/scipy/pull/19165">https://github.com/scipy/scipy/pull/1=
9165</a>>`__: DEP: improve deprecation warnings for constants module<br>=
* `#19166 <<a href=3D"https://github.com/scipy/scipy/pull/19166">https:/=
/github.com/scipy/scipy/pull/19166</a>>`__: MAINT: Reflect changes from =
\`numpy\` namespace refactor Part...<br>* `#19168 <<a href=3D"https://gi=
thub.com/scipy/scipy/pull/19168">https://github.com/scipy/scipy/pull/19168<=
/a>>`__: BLD: special: fix dependencies for \`_ellip_harm_2\`<br>* `#191=
70 <<a href=3D"https://github.com/scipy/scipy/pull/19170">https://github=
.com/scipy/scipy/pull/19170</a>>`__: MAINT: fix a number of issues in Cy=
thon code<br>* `#19171 <<a href=3D"https://github.com/scipy/scipy/pull/1=
9171">https://github.com/scipy/scipy/pull/19171</a>>`__: ENH: constructo=
rs for sparse arrays<br>* `#19172 <<a href=3D"https://github.com/scipy/s=
cipy/pull/19172">https://github.com/scipy/scipy/pull/19172</a>>`__: MAIN=
T: Spherical Voronoi sort simplify<br>* `#19173 <<a href=3D"https://gith=
ub.com/scipy/scipy/pull/19173">https://github.com/scipy/scipy/pull/19173</a=
>>`__: MAINT: integrate._tanhsinh: improvements after further testing<br=
>* `#19175 <<a href=3D"https://github.com/scipy/scipy/pull/19175">https:=
//github.com/scipy/scipy/pull/19175</a>>`__: DOC: stats: Correct levy_st=
able loc-scale note<br>* `#19178 <<a href=3D"https://github.com/scipy/sc=
ipy/pull/19178">https://github.com/scipy/scipy/pull/19178</a>>`__: MAINT=
/DOC: add \`fit\` to multivariate normal methods in documentation<br>* `#19=
179 <<a href=3D"https://github.com/scipy/scipy/pull/19179">https://githu=
b.com/scipy/scipy/pull/19179</a>>`__: DOC: Added example for tf2zpk func=
tion<br>* `#19183 <<a href=3D"https://github.com/scipy/scipy/pull/19183"=
>https://github.com/scipy/scipy/pull/19183</a>>`__: MAINT: Import \`from=
arrays\` from \`rec\`<br>* `#19184 <<a href=3D"https://github.com/scipy/=
scipy/pull/19184">https://github.com/scipy/scipy/pull/19184</a>>`__: TST=
: fix sparse constructor test with large memory footprint<br>* `#19186 <=
<a href=3D"https://github.com/scipy/scipy/pull/19186">https://github.com/sc=
ipy/scipy/pull/19186</a>>`__: TST: _lib: improve array API assertions<br=
>* `#19187 <<a href=3D"https://github.com/scipy/scipy/pull/19187">https:=
//github.com/scipy/scipy/pull/19187</a>>`__: BUG: accept \`np\`-coercibl=
e array-likes with array API flag...<br>* `#19191 <<a href=3D"https://gi=
thub.com/scipy/scipy/pull/19191">https://github.com/scipy/scipy/pull/19191<=
/a>>`__: BLD: update minimum versions of meson-python and pythran<br>* `=
#19192 <<a href=3D"https://github.com/scipy/scipy/pull/19192">https://gi=
thub.com/scipy/scipy/pull/19192</a>>`__: TST: test tolerance bumps to fi=
x reported failures<br>* `#19194 <<a href=3D"https://github.com/scipy/sc=
ipy/pull/19194">https://github.com/scipy/scipy/pull/19194</a>>`__: BUG/T=
ST: fix \`test_array_api\` for \`cupy\`<br>* `#19195 <<a href=3D"https:/=
/github.com/scipy/scipy/pull/19195">https://github.com/scipy/scipy/pull/191=
95</a>>`__: DOC: Fixed typo in scipy.stats.Covariance<br>* `#19198 <<=
a href=3D"https://github.com/scipy/scipy/pull/19198">https://github.com/sci=
py/scipy/pull/19198</a>>`__: DOC: optimize.minimize_scalar: note limitat=
ions and suggest alternatives<br>* `#19201 <<a href=3D"https://github.co=
m/scipy/scipy/pull/19201">https://github.com/scipy/scipy/pull/19201</a>>=
`__: DOC: missing backticks<br>* `#19202 <<a href=3D"https://github.com/=
scipy/scipy/pull/19202">https://github.com/scipy/scipy/pull/19202</a>>`_=
_: DOC: remove old mention to Python 2.<br>* `#19203 <<a href=3D"https:/=
/github.com/scipy/scipy/pull/19203">https://github.com/scipy/scipy/pull/192=
03</a>>`__: DOC: Fix _nan_allsame example prompt.<br>* `#19204 <<a hr=
ef=3D"https://github.com/scipy/scipy/pull/19204">https://github.com/scipy/s=
cipy/pull/19204</a>>`__: DOC: missing (and stray) backtick in mannwhitne=
yu<br>* `#19206 <<a href=3D"https://github.com/scipy/scipy/pull/19206">h=
ttps://github.com/scipy/scipy/pull/19206</a>>`__: TST, MAINT: skip fix f=
or array API tests<br>* `#19217 <<a href=3D"https://github.com/scipy/sci=
py/pull/19217">https://github.com/scipy/scipy/pull/19217</a>>`__: BLD: s=
tart building wheels against numpy 2.0 [wheel build]<br>* `#19218 <<a hr=
ef=3D"https://github.com/scipy/scipy/pull/19218">https://github.com/scipy/s=
cipy/pull/19218</a>>`__: DOC: Added examples for zpk2tf, tf2sos, sos2tf,=
lp2lp_zpk, lp2hp_zpk,...<br>* `#19219 <<a href=3D"https://github.com/sc=
ipy/scipy/pull/19219">https://github.com/scipy/scipy/pull/19219</a>>`__:=
ENH: Implemented custom mutation / crossover functions for DifferentialEvo=
lution<br>* `#19222 <<a href=3D"https://github.com/scipy/scipy/pull/1922=
2">https://github.com/scipy/scipy/pull/19222</a>>`__: DOC: clarify guida=
nce on style modifications<br>* `#19224 <<a href=3D"https://github.com/s=
cipy/scipy/pull/19224">https://github.com/scipy/scipy/pull/19224</a>>`__=
: BUG: integrate: expose ODEintWarning<br>* `#19226 <<a href=3D"https://=
github.com/scipy/scipy/pull/19226">https://github.com/scipy/scipy/pull/1922=
6</a>>`__: DEP: improve message for deprecated private API for \`sparse\=
`<br>* `#19227 <<a href=3D"https://github.com/scipy/scipy/pull/19227">ht=
tps://github.com/scipy/scipy/pull/19227</a>>`__: DOC: Trailing character=
after closing backquote.<br>* `#19229 <<a href=3D"https://github.com/sc=
ipy/scipy/pull/19229">https://github.com/scipy/scipy/pull/19229</a>>`__:=
DOC: Fix repeated typos in dev.py<br>* `#19233 <<a href=3D"https://gith=
ub.com/scipy/scipy/pull/19233">https://github.com/scipy/scipy/pull/19233</a=
>>`__: DOC: Fix character after trailing backticks<br>* `#19236 <<a h=
ref=3D"https://github.com/scipy/scipy/pull/19236">https://github.com/scipy/=
scipy/pull/19236</a>>`__: BUG: Remove removed item from \`__all__\`<br>*=
`#19237 <<a href=3D"https://github.com/scipy/scipy/pull/19237">https://=
github.com/scipy/scipy/pull/19237</a>>`__: DOC: Missing import in privat=
e _nan_allsame function docs.<br>* `#19240 <<a href=3D"https://github.co=
m/scipy/scipy/pull/19240">https://github.com/scipy/scipy/pull/19240</a>>=
`__: DEP: spatial: improve deprecation of private modules without...<br>* `=
#19243 <<a href=3D"https://github.com/scipy/scipy/pull/19243">https://gi=
thub.com/scipy/scipy/pull/19243</a>>`__: DOC: stats: fix documentation o=
f warnings raised by pearsonr<br>* `#19244 <<a href=3D"https://github.co=
m/scipy/scipy/pull/19244">https://github.com/scipy/scipy/pull/19244</a>>=
`__: MAINT: <a href=3D"http://scipy.io">scipy.io</a> NEP 50 shims<br>* `#19=
247 <<a href=3D"https://github.com/scipy/scipy/pull/19247">https://githu=
b.com/scipy/scipy/pull/19247</a>>`__: MAINT: NumPy version check removal=
s<br>* `#19251 <<a href=3D"https://github.com/scipy/scipy/pull/19251">ht=
tps://github.com/scipy/scipy/pull/19251</a>>`__: TST/MAINT: cluster: use=
new array API assertions<br>* `#19253 <<a href=3D"https://github.com/sc=
ipy/scipy/pull/19253">https://github.com/scipy/scipy/pull/19253</a>>`__:=
MAINT: Cleanup expired ndarray methods<br>* `#19256 <<a href=3D"https:/=
/github.com/scipy/scipy/pull/19256">https://github.com/scipy/scipy/pull/192=
56</a>>`__: DOC: Added examples for correlation, num_obs_dm, num_obs_y f=
unctions.<br>* `#19259 <<a href=3D"https://github.com/scipy/scipy/pull/1=
9259">https://github.com/scipy/scipy/pull/19259</a>>`__: DOC: outline wo=
rkaround when precision losses occur in BFGS [skip...<br>* `#19261 <<a h=
ref=3D"https://github.com/scipy/scipy/pull/19261">https://github.com/scipy/=
scipy/pull/19261</a>>`__: MAINT: fft: refactor basic backend with \`_exe=
cute_1D\`<br>* `#19262 <<a href=3D"https://github.com/scipy/scipy/pull/1=
9262">https://github.com/scipy/scipy/pull/19262</a>>`__: MAINT: fft: cle=
an up test-skips<br>* `#19263 <<a href=3D"https://github.com/scipy/scipy=
/pull/19263">https://github.com/scipy/scipy/pull/19263</a>>`__: ENH: fft=
: GPU support for non-standard basic transforms<br>* `#19264 <<a href=3D=
"https://github.com/scipy/scipy/pull/19264">https://github.com/scipy/scipy/=
pull/19264</a>>`__: MAINT/TST: fft: remove duplicate namespace and dtype=
checks<br>* `#19265 <<a href=3D"https://github.com/scipy/scipy/pull/192=
65">https://github.com/scipy/scipy/pull/19265</a>>`__: MAINT: array API:=
rename \`arg_err_msg\` and move to \`_lib\`<br>* `#19266 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/19266">https://github.com/scipy/scipy/pul=
l/19266</a>>`__: ENH: use inplace add in _minimize_newtoncg<br>* `#19267=
<<a href=3D"https://github.com/scipy/scipy/pull/19267">https://github.c=
om/scipy/scipy/pull/19267</a>>`__: MAINT: use linalg.norm in \`_minimize=
_newtoncg\`<br>* `#19270 <<a href=3D"https://github.com/scipy/scipy/pull=
/19270">https://github.com/scipy/scipy/pull/19270</a>>`__: MAINT: fix -W=
deprecated-non-prototype warnings in Cephes code<br>* `#19271 <<a href=
=3D"https://github.com/scipy/scipy/pull/19271">https://github.com/scipy/sci=
py/pull/19271</a>>`__: DOC: add example for \`ndimage.shift\`<br>* `#192=
75 <<a href=3D"https://github.com/scipy/scipy/pull/19275">https://github=
.com/scipy/scipy/pull/19275</a>>`__: MAINT: Add warning filter for \`num=
py.core\` rename<br>* `#19278 <<a href=3D"https://github.com/scipy/scipy=
/pull/19278">https://github.com/scipy/scipy/pull/19278</a>>`__: DOC: use=
\`np.copysign()\` instead of \`np.sign()\`<br>* `#19281 <<a href=3D"htt=
ps://github.com/scipy/scipy/pull/19281">https://github.com/scipy/scipy/pull=
/19281</a>>`__: DOC: add \`fft\` to list of array API supporting modules=
<br>* `#19282 <<a href=3D"https://github.com/scipy/scipy/pull/19282">htt=
ps://github.com/scipy/scipy/pull/19282</a>>`__: MAINT: fft: clean up ass=
ertions<br>* `#19284 <<a href=3D"https://github.com/scipy/scipy/pull/192=
84">https://github.com/scipy/scipy/pull/19284</a>>`__: ENH: update Super=
LU to version 6.0.1<br>* `#19285 <<a href=3D"https://github.com/scipy/sc=
ipy/pull/19285">https://github.com/scipy/scipy/pull/19285</a>>`__: MAINT=
fix more \`-Wdeprecate-non-prototype\` warnings<br>* `#19287 <<a href=
=3D"https://github.com/scipy/scipy/pull/19287">https://github.com/scipy/sci=
py/pull/19287</a>>`__: ENH: add exact=3DFalse support for stirling2<br>*=
`#19289 <<a href=3D"https://github.com/scipy/scipy/pull/19289">https://=
github.com/scipy/scipy/pull/19289</a>>`__: BLD: stats: improve build con=
fig for \`unuran_wrapper\`<br>* `#19293 <<a href=3D"https://github.com/s=
cipy/scipy/pull/19293">https://github.com/scipy/scipy/pull/19293</a>>`__=
: MAINT: optimize._bracket_root: refactor and comment for clarity<br>* `#19=
294 <<a href=3D"https://github.com/scipy/scipy/pull/19294">https://githu=
b.com/scipy/scipy/pull/19294</a>>`__: MAINT: replace IOError alias with =
OSError<br>* `#19295 <<a href=3D"https://github.com/scipy/scipy/pull/192=
95">https://github.com/scipy/scipy/pull/19295</a>>`__: DOC: fix typos fo=
und by codespell<br>* `#19296 <<a href=3D"https://github.com/scipy/scipy=
/pull/19296">https://github.com/scipy/scipy/pull/19296</a>>`__: MAINT: f=
ix linter issues<br>* `#19298 <<a href=3D"https://github.com/scipy/scipy=
/pull/19298">https://github.com/scipy/scipy/pull/19298</a>>`__: MAINT: r=
eplace io.open alias with built-in open<br>* `#19302 <<a href=3D"https:/=
/github.com/scipy/scipy/pull/19302">https://github.com/scipy/scipy/pull/193=
02</a>>`__: MAINT: Fix/parametrize Rotation tests.<br>* `#19304 <<a h=
ref=3D"https://github.com/scipy/scipy/pull/19304">https://github.com/scipy/=
scipy/pull/19304</a>>`__: DOC: fix page typo in ks_2samp reference<br>* =
`#19310 <<a href=3D"https://github.com/scipy/scipy/pull/19310">https://g=
ithub.com/scipy/scipy/pull/19310</a>>`__: MAINT: Remove \`np.int_\` and =
\`np.uint\`<br>* `#19311 <<a href=3D"https://github.com/scipy/scipy/pull=
/19311">https://github.com/scipy/scipy/pull/19311</a>>`__: DOC: invalid =
interpreted-text (missing space after closing backtick).<br>* `#19312 <<=
a href=3D"https://github.com/scipy/scipy/pull/19312">https://github.com/sci=
py/scipy/pull/19312</a>>`__: DOC: Misc formatting error.<br>* `#19313 &l=
t;<a href=3D"https://github.com/scipy/scipy/pull/19313">https://github.com/=
scipy/scipy/pull/19313</a>>`__: DOC: And new line at end of line in CPP =
code.<br>* `#19314 <<a href=3D"https://github.com/scipy/scipy/pull/19314=
">https://github.com/scipy/scipy/pull/19314</a>>`__: DOC: Rst don't =
like list without blanklines.<br>* `#19315 <<a href=3D"https://github.co=
m/scipy/scipy/pull/19315">https://github.com/scipy/scipy/pull/19315</a>>=
`__: MAINT: forward port 1.11.3 relnotes<br>* `#19317 <<a href=3D"https:=
//github.com/scipy/scipy/pull/19317">https://github.com/scipy/scipy/pull/19=
317</a>>`__: MAINT: remove support for building with setup.py<br>* `#193=
27 <<a href=3D"https://github.com/scipy/scipy/pull/19327">https://github=
.com/scipy/scipy/pull/19327</a>>`__: ENH: Add a numerically stable logpd=
f function for the skewnorm...<br>* `#19331 <<a href=3D"https://github.c=
om/scipy/scipy/pull/19331">https://github.com/scipy/scipy/pull/19331</a>>=
;`__: MAINT, BLD: more setup.py cleanups<br>* `#19333 <<a href=3D"https:=
//github.com/scipy/scipy/pull/19333">https://github.com/scipy/scipy/pull/19=
333</a>>`__: ENH: Fit skewnorms with MLE more robustly<br>* `#19340 <=
<a href=3D"https://github.com/scipy/scipy/pull/19340">https://github.com/sc=
ipy/scipy/pull/19340</a>>`__: DEP: deprecate scipy.signal wavelets<br>* =
`#19341 <<a href=3D"https://github.com/scipy/scipy/pull/19341">https://g=
ithub.com/scipy/scipy/pull/19341</a>>`__: MAINT: Remove remaining \`nump=
y.int_\` and filter \`np.long\`...<br>* `#19346 <<a href=3D"https://gith=
ub.com/scipy/scipy/pull/19346">https://github.com/scipy/scipy/pull/19346</a=
>>`__: MAINT: stats: fix \`differential_entropy\` too small error behavi=
or<br>* `#19347 <<a href=3D"https://github.com/scipy/scipy/pull/19347">h=
ttps://github.com/scipy/scipy/pull/19347</a>>`__: BUG: fix ValueError in=
stats.truncpareto<br>* `#19349 <<a href=3D"https://github.com/scipy/sci=
py/pull/19349">https://github.com/scipy/scipy/pull/19349</a>>`__: MAINT:=
Minor fix to shim import of scipy.signal.<br>* `#19350 <<a href=3D"http=
s://github.com/scipy/scipy/pull/19350">https://github.com/scipy/scipy/pull/=
19350</a>>`__: ENH: stats: add support for masked arrays, \`nan_policy\`=
, and...<br>* `#19358 <<a href=3D"https://github.com/scipy/scipy/pull/19=
358">https://github.com/scipy/scipy/pull/19358</a>>`__: TST: SphericalVo=
ronoi region type<br>* `#19360 <<a href=3D"https://github.com/scipy/scip=
y/pull/19360">https://github.com/scipy/scipy/pull/19360</a>>`__: BLD, MA=
INT: more build system cleanups<br>* `#19367 <<a href=3D"https://github.=
com/scipy/scipy/pull/19367">https://github.com/scipy/scipy/pull/19367</a>&g=
t;`__: CI: avoid using Cython 3.0.3<br>* `#19371 <<a href=3D"https://git=
hub.com/scipy/scipy/pull/19371">https://github.com/scipy/scipy/pull/19371</=
a>>`__: ENH: stats.ansari: add axis / nan_policy / keepdims support<br>*=
`#19376 <<a href=3D"https://github.com/scipy/scipy/pull/19376">https://=
github.com/scipy/scipy/pull/19376</a>>`__: TST: bump tolerance of \`test=
_al_mohy_higham_2012_experiment_1\`<br>* `#19380 <<a href=3D"https://git=
hub.com/scipy/scipy/pull/19380">https://github.com/scipy/scipy/pull/19380</=
a>>`__: DEV/CI: use scipy-openblas32 wheels in dev.py and some CI jobs<b=
r>* `#19385 <<a href=3D"https://github.com/scipy/scipy/pull/19385">https=
://github.com/scipy/scipy/pull/19385</a>>`__: ENH: beta negative binomia=
l distribution<br>* `#19390 <<a href=3D"https://github.com/scipy/scipy/p=
ull/19390">https://github.com/scipy/scipy/pull/19390</a>>`__: DOC, MAINT=
: more distutils/build cleanups<br>* `#19391 <<a href=3D"https://github.=
com/scipy/scipy/pull/19391">https://github.com/scipy/scipy/pull/19391</a>&g=
t;`__: MAINT: spatial: Change error message in KDTree to be more informativ=
e.<br>* `#19392 <<a href=3D"https://github.com/scipy/scipy/pull/19392">h=
ttps://github.com/scipy/scipy/pull/19392</a>>`__: ENH: stats.bartlett: a=
dd axis / nan_policy / keepdims support<br>* `#19394 <<a href=3D"https:/=
/github.com/scipy/scipy/pull/19394">https://github.com/scipy/scipy/pull/193=
94</a>>`__: MAINT: Partially revert \`np.int_\` changes<br>* `#19395 <=
;<a href=3D"https://github.com/scipy/scipy/pull/19395">https://github.com/s=
cipy/scipy/pull/19395</a>>`__: DEP: ndimage: improve the deprecation of =
private modules named...<br>* `#19399 <<a href=3D"https://github.com/sci=
py/scipy/pull/19399">https://github.com/scipy/scipy/pull/19399</a>>`__: =
TST: signal: add missing assertion in test_filter_design.py<br>* `#19402 &l=
t;<a href=3D"https://github.com/scipy/scipy/pull/19402">https://github.com/=
scipy/scipy/pull/19402</a>>`__: MAINT: l-bfgs-b remove intermediate boun=
ds array<br>* `#19409 <<a href=3D"https://github.com/scipy/scipy/pull/19=
409">https://github.com/scipy/scipy/pull/19409</a>>`__: MAINT: fix a C++=
build error with GCC 13<br>* `#19410 <<a href=3D"https://github.com/sci=
py/scipy/pull/19410">https://github.com/scipy/scipy/pull/19410</a>>`__: =
DOC: interpolate: add note to BarycentricInterpolator.add_xi<br>* `#19412 &=
lt;<a href=3D"https://github.com/scipy/scipy/pull/19412">https://github.com=
/scipy/scipy/pull/19412</a>>`__: ENH: stats: add support for masked arra=
ys for circular statistics...<br>* `#19414 <<a href=3D"https://github.co=
m/scipy/scipy/pull/19414">https://github.com/scipy/scipy/pull/19414</a>>=
`__: BLD: with-scipy-openblas instead of use-scipy-openblas<br>* `#19419 &l=
t;<a href=3D"https://github.com/scipy/scipy/pull/19419">https://github.com/=
scipy/scipy/pull/19419</a>>`__: ENH: SphericalVoronoi sort faster<br>* `=
#19422 <<a href=3D"https://github.com/scipy/scipy/pull/19422">https://gi=
thub.com/scipy/scipy/pull/19422</a>>`__: DOC: Fix trivial typo.<br>* `#1=
9425 <<a href=3D"https://github.com/scipy/scipy/pull/19425">https://gith=
ub.com/scipy/scipy/pull/19425</a>>`__: ENH: stats: add masked array, axi=
s tuple, and nan policy support...<br>* `#19426 <<a href=3D"https://gith=
ub.com/scipy/scipy/pull/19426">https://github.com/scipy/scipy/pull/19426</a=
>>`__: MAINT: Update \`fft.helper\` import<br>* `#19428 <<a href=3D"h=
ttps://github.com/scipy/scipy/pull/19428">https://github.com/scipy/scipy/pu=
ll/19428</a>>`__: ENH: stats.levene/fligner: add axis / nan_policy / kee=
pdims support<br>* `#19429 <<a href=3D"https://github.com/scipy/scipy/pu=
ll/19429">https://github.com/scipy/scipy/pull/19429</a>>`__: DOC: Fix do=
cumentation of callback function signature of scipy.optimize.minimize<br>* =
`#19431 <<a href=3D"https://github.com/scipy/scipy/pull/19431">https://g=
ithub.com/scipy/scipy/pull/19431</a>>`__: MAINT: more NEP 50 shims<br>* =
`#19433 <<a href=3D"https://github.com/scipy/scipy/pull/19433">https://g=
ithub.com/scipy/scipy/pull/19433</a>>`__: DOC: Add example for \`stats.h=
dquantiles\`<br>* `#19435 <<a href=3D"https://github.com/scipy/scipy/pul=
l/19435">https://github.com/scipy/scipy/pull/19435</a>>`__: MAINT: Trans=
late lambertw_scalar into C++<br>* `#19439 <<a href=3D"https://github.co=
m/scipy/scipy/pull/19439">https://github.com/scipy/scipy/pull/19439</a>>=
`__: BLD: update build dependency versions in pyproject.toml<br>* `#19440 &=
lt;<a href=3D"https://github.com/scipy/scipy/pull/19440">https://github.com=
/scipy/scipy/pull/19440</a>>`__: DOC: remove unused parameter in spline_=
filter docstring<br>* `#19443 <<a href=3D"https://github.com/scipy/scipy=
/pull/19443">https://github.com/scipy/scipy/pull/19443</a>>`__: TST: Fix=
#19442 minimally<br>* `#19445 <<a href=3D"https://github.com/scipy/scip=
y/pull/19445">https://github.com/scipy/scipy/pull/19445</a>>`__: TST: Re=
move some unnecessary tuple conversions<br>* `#19449 <<a href=3D"https:/=
/github.com/scipy/scipy/pull/19449">https://github.com/scipy/scipy/pull/194=
49</a>>`__: DOC/MAINT: fft: fix signature for next_fast_len<br>* `#19453=
<<a href=3D"https://github.com/scipy/scipy/pull/19453">https://github.c=
om/scipy/scipy/pull/19453</a>>`__: Added parenthesis for accurate calcul=
ation of frequencies w when...<br>* `#19458 <<a href=3D"https://github.c=
om/scipy/scipy/pull/19458">https://github.com/scipy/scipy/pull/19458</a>>=
;`__: DOC: spatial: Rotation docs updates<br>* `#19461 <<a href=3D"https=
://github.com/scipy/scipy/pull/19461">https://github.com/scipy/scipy/pull/1=
9461</a>>`__: DOC: dev: update max line length to 88 characters<br>* `#1=
9465 <<a href=3D"https://github.com/scipy/scipy/pull/19465">https://gith=
ub.com/scipy/scipy/pull/19465</a>>`__: DOC: fix broken NetCDF URL<br>* `=
#19466 <<a href=3D"https://github.com/scipy/scipy/pull/19466">https://gi=
thub.com/scipy/scipy/pull/19466</a>>`__: MAINT: NumPy int type shims<br>=
* `#19469 <<a href=3D"https://github.com/scipy/scipy/pull/19469">https:/=
/github.com/scipy/scipy/pull/19469</a>>`__: DEP: special: improve deprec=
ation of private modules named without...<br>* `#19471 <<a href=3D"https=
://github.com/scipy/scipy/pull/19471">https://github.com/scipy/scipy/pull/1=
9471</a>>`__: MAINT: Translate binom to C++<br>* `#19472 <<a href=3D"=
https://github.com/scipy/scipy/pull/19472">https://github.com/scipy/scipy/p=
ull/19472</a>>`__: MAINT: Update fast_matrix_market to 1.7.4<br>* `#1948=
2 <<a href=3D"https://github.com/scipy/scipy/pull/19482">https://github.=
com/scipy/scipy/pull/19482</a>>`__: MAINT: Make use of sf_error conditio=
nal on flag in scipy::special...<br>* `#19483 <<a href=3D"https://github=
.com/scipy/scipy/pull/19483">https://github.com/scipy/scipy/pull/19483</a>&=
gt;`__: ENH: add max dist to NearestNDInterpolator<br>* `#19484 <<a href=
=3D"https://github.com/scipy/scipy/pull/19484">https://github.com/scipy/sci=
py/pull/19484</a>>`__: CI: limit scipy-openblas32 wheel to 0.3.23.293.2<=
br>* `#19487 <<a href=3D"https://github.com/scipy/scipy/pull/19487">http=
s://github.com/scipy/scipy/pull/19487</a>>`__: ENH: stats.cramervonmises=
/epps_singleton: add axis / nan_policy...<br>* `#19489 <<a href=3D"https=
://github.com/scipy/scipy/pull/19489">https://github.com/scipy/scipy/pull/1=
9489</a>>`__: MAINT: lint: ignore E501 (line length) by subpackage<br>* =
`#19491 <<a href=3D"https://github.com/scipy/scipy/pull/19491">https://g=
ithub.com/scipy/scipy/pull/19491</a>>`__: MAINT/STY: misc: remove E501 (=
line length) lint ignore<br>* `#19494 <<a href=3D"https://github.com/sci=
py/scipy/pull/19494">https://github.com/scipy/scipy/pull/19494</a>>`__: =
MAINT/STY: \`conftest.py\`: remove E501 (line length) lint ignore<br>* `#19=
495 <<a href=3D"https://github.com/scipy/scipy/pull/19495">https://githu=
b.com/scipy/scipy/pull/19495</a>>`__: MAINT: get rid of Python 2 left-ov=
ers<br>* `#19497 <<a href=3D"https://github.com/scipy/scipy/pull/19497">=
https://github.com/scipy/scipy/pull/19497</a>>`__: CI: add '[lint on=
ly]', '[docs only]' skip tags<br>* `#19501 <<a href=3D"https=
://github.com/scipy/scipy/pull/19501">https://github.com/scipy/scipy/pull/1=
9501</a>>`__: TST: skip test_bootstrap_against_theory<br>* `#19503 <<=
a href=3D"https://github.com/scipy/scipy/pull/19503">https://github.com/sci=
py/scipy/pull/19503</a>>`__: MAINT/STY: fftpack: remove E501 (line lengt=
h) lint ignore<br>* `#19505 <<a href=3D"https://github.com/scipy/scipy/p=
ull/19505">https://github.com/scipy/scipy/pull/19505</a>>`__: MAINT/STY:=
\`scipyoptdoc.py\`: remove E501 (line length) lint...<br>* `#19506 <<a =
href=3D"https://github.com/scipy/scipy/pull/19506">https://github.com/scipy=
/scipy/pull/19506</a>>`__: MAINT: sparse: update tests to switch to form=
at and toarray from...<br>* `#19507 <<a href=3D"https://github.com/scipy=
/scipy/pull/19507">https://github.com/scipy/scipy/pull/19507</a>>`__: MA=
INT/DOC: stats: fix lint errors<br>* `#19508 <<a href=3D"https://github.=
com/scipy/scipy/pull/19508">https://github.com/scipy/scipy/pull/19508</a>&g=
t;`__: MAINT/DOC/BENCH: optimize: fix linter errors<br>* `#19509 <<a hre=
f=3D"https://github.com/scipy/scipy/pull/19509">https://github.com/scipy/sc=
ipy/pull/19509</a>>`__: MAINT: fix remaining lint errors<br>* `#19510 &l=
t;<a href=3D"https://github.com/scipy/scipy/pull/19510">https://github.com/=
scipy/scipy/pull/19510</a>>`__: DEP: integrate: deprecate romberg and qu=
adrature<br>* `#19514 <<a href=3D"https://github.com/scipy/scipy/pull/19=
514">https://github.com/scipy/scipy/pull/19514</a>>`__: MAINT/STY: odr: =
remove E501 (line length) lint ignore<br>* `#19515 <<a href=3D"https://g=
ithub.com/scipy/scipy/pull/19515">https://github.com/scipy/scipy/pull/19515=
</a>>`__: MAINT: Restructure extra_special (working name) as internal li=
brary<br>* `#19516 <<a href=3D"https://github.com/scipy/scipy/pull/19516=
">https://github.com/scipy/scipy/pull/19516</a>>`__: MAINT: lint: enable=
UP rules<br>* `#19519 <<a href=3D"https://github.com/scipy/scipy/pull/1=
9519">https://github.com/scipy/scipy/pull/19519</a>>`__: DOC: Fix exampl=
e used in stats tutorial<br>* `#19520 <<a href=3D"https://github.com/sci=
py/scipy/pull/19520">https://github.com/scipy/scipy/pull/19520</a>>`__: =
MAINT/STY: fft: remove E501 (line length) lint ignore, \`noqa\`...<br>* `#1=
9523 <<a href=3D"https://github.com/scipy/scipy/pull/19523">https://gith=
ub.com/scipy/scipy/pull/19523</a>>`__: MAINT/STY: constants: remove E501=
(line length) lint ignore<br>* `#19525 <<a href=3D"https://github.com/s=
cipy/scipy/pull/19525">https://github.com/scipy/scipy/pull/19525</a>>`__=
: DOC, CI: refguide may vary locs<br>* `#19527 <<a href=3D"https://githu=
b.com/scipy/scipy/pull/19527">https://github.com/scipy/scipy/pull/19527</a>=
>`__: DOC, MAINT: more refguide fixes<br>* `#19529 <<a href=3D"https:=
//github.com/scipy/scipy/pull/19529">https://github.com/scipy/scipy/pull/19=
529</a>>`__: MAINT: blanket \`noqa\` vet<br>* `#19533 <<a href=3D"htt=
ps://github.com/scipy/scipy/pull/19533">https://github.com/scipy/scipy/pull=
/19533</a>>`__: DOC: fix more typos found by codespell<br>* `#19534 <=
<a href=3D"https://github.com/scipy/scipy/pull/19534">https://github.com/sc=
ipy/scipy/pull/19534</a>>`__: MAINT: get rid of more Python 2 left-overs=
<br>* `#19540 <<a href=3D"https://github.com/scipy/scipy/pull/19540">htt=
ps://github.com/scipy/scipy/pull/19540</a>>`__: DOC: _binomtest.py: Add =
clearer error messages<br>* `#19546 <<a href=3D"https://github.com/scipy=
/scipy/pull/19546">https://github.com/scipy/scipy/pull/19546</a>>`__: MA=
INT: Fix interpolate.make_smoothing_spline's size validation...<br>* `#=
19556 <<a href=3D"https://github.com/scipy/scipy/pull/19556">https://git=
hub.com/scipy/scipy/pull/19556</a>>`__: DOC: revert part of bcbb18f / #1=
9533<br>* `#19558 <<a href=3D"https://github.com/scipy/scipy/pull/19558"=
>https://github.com/scipy/scipy/pull/19558</a>>`__: MAINT: forward port =
1.11.4 relnotes<br>* `#19562 <<a href=3D"https://github.com/scipy/scipy/=
pull/19562">https://github.com/scipy/scipy/pull/19562</a>>`__: MAINT: Fi=
x typos in Rotation.from_mrp referenced paper<br>* `#19564 <<a href=3D"h=
ttps://github.com/scipy/scipy/pull/19564">https://github.com/scipy/scipy/pu=
ll/19564</a>>`__: MAINT: Mark in \`.gitignore\` the directories instead =
of their...<br>* `#19570 <<a href=3D"https://github.com/scipy/scipy/pull=
/19570">https://github.com/scipy/scipy/pull/19570</a>>`__: DOC: Fixed bu=
ild instructions in index.rst (#19568)<br>* `#19574 <<a href=3D"https://=
github.com/scipy/scipy/pull/19574">https://github.com/scipy/scipy/pull/1957=
4</a>>`__: DOC: update Building from source docs for editable installs<b=
r>* `#19576 <<a href=3D"https://github.com/scipy/scipy/pull/19576">https=
://github.com/scipy/scipy/pull/19576</a>>`__: BUG: Use uint32 for cost i=
n NI_WatershedElement<br>* `#19578 <<a href=3D"https://github.com/scipy/=
scipy/pull/19578">https://github.com/scipy/scipy/pull/19578</a>>`__: BUG=
: stats._axis_nan_policy_factory: respect too_small when detecting...<br>* =
`#19579 <<a href=3D"https://github.com/scipy/scipy/pull/19579">https://g=
ithub.com/scipy/scipy/pull/19579</a>>`__: BLD:MAINT:Update dev.py messag=
e<br>* `#19581 <<a href=3D"https://github.com/scipy/scipy/pull/19581">ht=
tps://github.com/scipy/scipy/pull/19581</a>>`__: BUG: interpolate/ndbspl=
ine: fix OOB access for len(tx) !=3D len(ty)...<br>* `#19583 <<a href=3D=
"https://github.com/scipy/scipy/pull/19583">https://github.com/scipy/scipy/=
pull/19583</a>>`__: ENH: Use \`np.dot\` to speedup \`spatial.distance.co=
rrelation\`<br>* `#19585 <<a href=3D"https://github.com/scipy/scipy/pull=
/19585">https://github.com/scipy/scipy/pull/19585</a>>`__: DEP: improve =
deprecation of remaining private modules named without...<br>* `#19588 <=
<a href=3D"https://github.com/scipy/scipy/pull/19588">https://github.com/sc=
ipy/scipy/pull/19588</a>>`__: BLD:Add missing cstdin include in fast mat=
rix market<br>* `#19589 <<a href=3D"https://github.com/scipy/scipy/pull/=
19589">https://github.com/scipy/scipy/pull/19589</a>>`__: ENH: Use \`np.=
dot\` to speedup \`spatial.distance.hamming\`<br>* `#19590 <<a href=3D"h=
ttps://github.com/scipy/scipy/pull/19590">https://github.com/scipy/scipy/pu=
ll/19590</a>>`__: MAINT:special:Add more noexcept to Cython signatures<b=
r>* `#19591 <<a href=3D"https://github.com/scipy/scipy/pull/19591">https=
://github.com/scipy/scipy/pull/19591</a>>`__: MAINT: interpolate/RGI: av=
oid unnecessary validation of data...<br>* `#19593 <<a href=3D"https://g=
ithub.com/scipy/scipy/pull/19593">https://github.com/scipy/scipy/pull/19593=
</a>>`__: Returning NotImplemented in comparisons with sparse arrays<br>=
* `#19597 <<a href=3D"https://github.com/scipy/scipy/pull/19597">https:/=
/github.com/scipy/scipy/pull/19597</a>>`__: TST: special._sinpi/_cospi: =
skip failing \`test_intermediate_overflow\`<br>* `#19600 <<a href=3D"htt=
ps://github.com/scipy/scipy/pull/19600">https://github.com/scipy/scipy/pull=
/19600</a>>`__: Fix sparse multiply<br>* `#19601 <<a href=3D"https://=
github.com/scipy/scipy/pull/19601">https://github.com/scipy/scipy/pull/1960=
1</a>>`__: ENH: Make special C++ implementations work on CUDA (and beyon=
d!)<br>* `#19603 <<a href=3D"https://github.com/scipy/scipy/pull/19603">=
https://github.com/scipy/scipy/pull/19603</a>>`__: DOC: doc shim for eig=
normalization<br>* `#19604 <<a href=3D"https://github.com/scipy/scipy/p=
ull/19604">https://github.com/scipy/scipy/pull/19604</a>>`__: BUG: fix o=
verflow in stats.boxcox_normmax when method=3D'mle'<br>* `#19606 &l=
t;<a href=3D"https://github.com/scipy/scipy/pull/19606">https://github.com/=
scipy/scipy/pull/19606</a>>`__: MAINT: array types: restrict to boolean =
& numerical dtypes<br>* `#19608 <<a href=3D"https://github.com/scipy=
/scipy/pull/19608">https://github.com/scipy/scipy/pull/19608</a>>`__: MA=
INT/DOC: refguide-check fixes<br>* `#19609 <<a href=3D"https://github.co=
m/scipy/scipy/pull/19609">https://github.com/scipy/scipy/pull/19609</a>>=
`__: MAINT: lint: enable line-length check (package-wide)<br>* `#19611 <=
<a href=3D"https://github.com/scipy/scipy/pull/19611">https://github.com/sc=
ipy/scipy/pull/19611</a>>`__: DOC: clarify interpolator termionolgy<br>*=
`#19613 <<a href=3D"https://github.com/scipy/scipy/pull/19613">https://=
github.com/scipy/scipy/pull/19613</a>>`__: MAINT: Added clang-format for=
matting for special C++ files<br>* `#19617 <<a href=3D"https://github.co=
m/scipy/scipy/pull/19617">https://github.com/scipy/scipy/pull/19617</a>>=
`__: fix numerical stability<br>* `#19618 <<a href=3D"https://github.com=
/scipy/scipy/pull/19618">https://github.com/scipy/scipy/pull/19618</a>>`=
__: MAINT: qmc permutations win type<br>* `#19622 <<a href=3D"https://gi=
thub.com/scipy/scipy/pull/19622">https://github.com/scipy/scipy/pull/19622<=
/a>>`__: CI: undo cython=3D=3D0.29.35 pin for the 32-bit Linux job, remo=
ve...<br>* `#19623 <<a href=3D"https://github.com/scipy/scipy/pull/19623=
">https://github.com/scipy/scipy/pull/19623</a>>`__: MAINT: lint: enable=
\`stacklevel\` warnings check<br>* `#19624 <<a href=3D"https://github.c=
om/scipy/scipy/pull/19624">https://github.com/scipy/scipy/pull/19624</a>>=
;`__: MAINT/TST: _lib: use value instead of deprecated s<br>* `#19626 <<=
a href=3D"https://github.com/scipy/scipy/pull/19626">https://github.com/sci=
py/scipy/pull/19626</a>>`__: MAINT: more SciPy windows int shims<br>* `#=
19628 <<a href=3D"https://github.com/scipy/scipy/pull/19628">https://git=
hub.com/scipy/scipy/pull/19628</a>>`__: DOC: 1.12.0 release notes<br>* `=
#19635 <<a href=3D"https://github.com/scipy/scipy/pull/19635">https://gi=
thub.com/scipy/scipy/pull/19635</a>>`__: MAINT: simplify Nakagami mean c=
alculation<br>* `#19637 <<a href=3D"https://github.com/scipy/scipy/pull/=
19637">https://github.com/scipy/scipy/pull/19637</a>>`__: DOC: Clarify i=
ntegration error bound in \`integrate\` tutorial<br>* `#19648 <<a href=
=3D"https://github.com/scipy/scipy/pull/19648">https://github.com/scipy/sci=
py/pull/19648</a>>`__: MAINT: simplify chi distribution mean calculation=
<br>* `#19651 <<a href=3D"https://github.com/scipy/scipy/pull/19651">htt=
ps://github.com/scipy/scipy/pull/19651</a>>`__: MAINT: stats.entropy: si=
lence mypy<br>* `#19656 <<a href=3D"https://github.com/scipy/scipy/pull/=
19656">https://github.com/scipy/scipy/pull/19656</a>>`__: BUG: Remove un=
necessary incref on unrelated type<br>* `#19658 <<a href=3D"https://gith=
ub.com/scipy/scipy/pull/19658">https://github.com/scipy/scipy/pull/19658</a=
>>`__: MAINT: git blame ignores for lint clean-ups<br>* `#19660 <<a h=
ref=3D"https://github.com/scipy/scipy/pull/19660">https://github.com/scipy/=
scipy/pull/19660</a>>`__: STY: special: use indent width of 4 in clang-f=
ormat<br>* `#19661 <<a href=3D"https://github.com/scipy/scipy/pull/19661=
">https://github.com/scipy/scipy/pull/19661</a>>`__: CI: fix pre-release=
job by correct version pin for scipy-openblas32<br>* `#19670 <<a href=
=3D"https://github.com/scipy/scipy/pull/19670">https://github.com/scipy/sci=
py/pull/19670</a>>`__: MAINT: version bounds for 1.12.0rc1<br>* `#19677 =
<<a href=3D"https://github.com/scipy/scipy/pull/19677">https://github.co=
m/scipy/scipy/pull/19677</a>>`__: DOC: array types: mention partial supp=
ort in \`special\`<br>* `#19686 <<a href=3D"https://github.com/scipy/sci=
py/pull/19686">https://github.com/scipy/scipy/pull/19686</a>>`__: TST: f=
ix incorrect signal.sosfilt tests<br>* `#19690 <<a href=3D"https://githu=
b.com/scipy/scipy/pull/19690">https://github.com/scipy/scipy/pull/19690</a>=
>`__: BLD: avoid fast-math for oneAPI compilers, fix up handling of...<b=
r>* `#19691 <<a href=3D"https://github.com/scipy/scipy/pull/19691">https=
://github.com/scipy/scipy/pull/19691</a>>`__: BUG: fix negative overflow=
in stats.boxcox_normmax<br>* `#19693 <<a href=3D"https://github.com/sci=
py/scipy/pull/19693">https://github.com/scipy/scipy/pull/19693</a>>`__: =
BUG: Prevent mutation of \`w\` parameter in \`spatial.distance.\*\`<br>* `#=
19702 <<a href=3D"https://github.com/scipy/scipy/pull/19702">https://git=
hub.com/scipy/scipy/pull/19702</a>>`__: DEP: Adopt \`\*tol\` deprecation=
s also for \`gcrotmk/lgmres/minres/tfqmr\`<br>* `#19709 <<a href=3D"http=
s://github.com/scipy/scipy/pull/19709">https://github.com/scipy/scipy/pull/=
19709</a>>`__: MAINT: Cumulative simpson follow-up comments<br>* `#19735=
<<a href=3D"https://github.com/scipy/scipy/pull/19735">https://github.c=
om/scipy/scipy/pull/19735</a>>`__: DOC: update release notes with all de=
precations for 1.12 release<br>* `#19748 <<a href=3D"https://github.com/=
scipy/scipy/pull/19748">https://github.com/scipy/scipy/pull/19748</a>>`_=
_: TST: skip RGI(..., method=3D"pchip" for complex values)<br>* `=
#19751 <<a href=3D"https://github.com/scipy/scipy/pull/19751">https://gi=
thub.com/scipy/scipy/pull/19751</a>>`__: BUG: Make FMM classes \`py::mod=
ule_local\` (fix for 1.12RC)<br>* `#19761 <<a href=3D"https://github.com=
/scipy/scipy/pull/19761">https://github.com/scipy/scipy/pull/19761</a>>`=
__: MAINT: Avoid use of aligned_alloc in pocketfft on windows<br>* `#19779 =
<<a href=3D"https://github.com/scipy/scipy/pull/19779">https://github.co=
m/scipy/scipy/pull/19779</a>>`__: BUG: Fix \`nbinom.logcdf\` for invalid=
input<br>* `#19785 <<a href=3D"https://github.com/scipy/scipy/pull/1978=
5">https://github.com/scipy/scipy/pull/19785</a>>`__: BUG: support spars=
e Hessian in \`Newton-CG\`<br>* `#19797 <<a href=3D"https://github.com/s=
cipy/scipy/pull/19797">https://github.com/scipy/scipy/pull/19797</a>>`__=
: MAINT: 1.12.0rc2 prep<br>* `#19800 <<a href=3D"https://github.com/scip=
y/scipy/pull/19800">https://github.com/scipy/scipy/pull/19800</a>>`__: T=
ST: loosen tolerances for tests that fail otherwise on windows+MKL<br>* `#1=
9806 <<a href=3D"https://github.com/scipy/scipy/pull/19806">https://gith=
ub.com/scipy/scipy/pull/19806</a>>`__: TST: fix compatibility with pytes=
t 8<br>* `#19830 <<a href=3D"https://github.com/scipy/scipy/pull/19830">=
https://github.com/scipy/scipy/pull/19830</a>>`__: REL: bump copyright t=
o 2024<br>* `#19842 <<a href=3D"https://github.com/scipy/scipy/pull/1984=
2">https://github.com/scipy/scipy/pull/19842</a>>`__: TST: move referenc=
e data for test_real_transforms to a fixture<br>* `#19859 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/19859">https://github.com/scipy/scipy/pul=
l/19859</a>>`__: BLD: improve scipy-openblas dependency check<br>* `#198=
77 <<a href=3D"https://github.com/scipy/scipy/pull/19877">https://github=
.com/scipy/scipy/pull/19877</a>>`__: DOC: 1.12 release notes tweaks<br>*=
`#19881 <<a href=3D"https://github.com/scipy/scipy/pull/19881">https://=
github.com/scipy/scipy/pull/19881</a>>`__: Revert "ENH: stats.wasse=
rstein_distance: multivariate Wasserstein...<br>* `#19892 <<a href=3D"ht=
tps://github.com/scipy/scipy/pull/19892">https://github.com/scipy/scipy/pul=
l/19892</a>>`__: DEP: extend some announced deprecations due to out-of-b=
and 1.13...<br>* `#19903 <<a href=3D"https://github.com/scipy/scipy/pull=
/19903">https://github.com/scipy/scipy/pull/19903</a>>`__: DEP: reflect =
extended deprecations also in release notes<br>* `#19910 <<a href=3D"htt=
ps://github.com/scipy/scipy/pull/19910">https://github.com/scipy/scipy/pull=
/19910</a>>`__: BLD: ensure the name of the installed \`scipy\` package =
is lower-case<br><br>Checksums<br>=3D=3D=3D=3D=3D=3D=3D=3D=3D<br><br>MD5<br=
>~~~<br><br>3244cbec7e1d915cfa5e4256e76bee00 =C2=A0Changelog<br>0cc6c0a2e33=
491849d30123c85f8d724 =C2=A0README.txt<br>3fcb8c36cde56efb2e32e272c46afb22 =
=C2=A0scipy-1.12.0-cp310-cp310-macosx_10_9_x86_64.whl<br>f8c800850198cbad80=
5e02fc2ea38c03 =C2=A0scipy-1.12.0-cp310-cp310-macosx_12_0_arm64.whl<br>985d=
8d6da5137a9226dfcdd21e734218 =C2=A0scipy-1.12.0-cp310-cp310-manylinux_2_17_=
aarch64.manylinux2014_aarch64.whl<br>0602aa75e264aa0372a6598bb737da5d =C2=
=A0scipy-1.12.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl<=
br>d8eef299b1cfaf73976c5fcb1cca971e =C2=A0scipy-1.12.0-cp310-cp310-musllinu=
x_1_1_x86_64.whl<br>b8e5b38c6f6d1279e03b2119d6663d6f =C2=A0scipy-1.12.0-cp3=
10-cp310-win_amd64.whl<br>fd3874054dea07b81027e7f560b5c9c0 =C2=A0scipy-1.12=
.0-cp311-cp311-macosx_10_9_x86_64.whl<br>56876fe7421dff78cceeb9593065f022 =
=C2=A0scipy-1.12.0-cp311-cp311-macosx_12_0_arm64.whl<br>556cd94056e0271f88f=
9d682400a14d7 =C2=A0scipy-1.12.0-cp311-cp311-manylinux_2_17_aarch64.manylin=
ux2014_aarch64.whl<br>87bc0cbe75653eee74832d9152d21837 =C2=A0scipy-1.12.0-c=
p311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl<br>8867bd7ea936c8=
96eabc30b97b4462cb =C2=A0scipy-1.12.0-cp311-cp311-musllinux_1_1_x86_64.whl<=
br>58a151c76b9b5355e9e51a126af9845a =C2=A0scipy-1.12.0-cp311-cp311-win_amd6=
4.whl<br>fd9eecf7a42b6d0eacaf029f96a6bcbb =C2=A0scipy-1.12.0-cp312-cp312-ma=
cosx_10_9_x86_64.whl<br>574624372a61bef50322441b4073c252 =C2=A0scipy-1.12.0=
-cp312-cp312-macosx_12_0_arm64.whl<br>c59230ab714a5df34e614e3e71a63c96 =C2=
=A0scipy-1.12.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.wh=
l<br>49ff9a14b7752884cec16c7709e48b45 =C2=A0scipy-1.12.0-cp312-cp312-manyli=
nux_2_17_x86_64.manylinux2014_x86_64.whl<br>dc47daeac90af7774778f178621be0e=
2 =C2=A0scipy-1.12.0-cp312-cp312-musllinux_1_1_x86_64.whl<br>6390f1298aa0f8=
8c0e83a92d85a17deb =C2=A0scipy-1.12.0-cp312-cp312-win_amd64.whl<br>6363763d=
fa8b09826e0fde808c4529b3 =C2=A0scipy-1.12.0-cp39-cp39-macosx_10_9_x86_64.wh=
l<br>578c64f2f58e49163e5b435a8501408c =C2=A0scipy-1.12.0-cp39-cp39-macosx_1=
2_0_arm64.whl<br>796e884950efbf8c346e612941c984b8 =C2=A0scipy-1.12.0-cp39-c=
p39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl<br>e4f99e7ccf74ac09e30=
9b9ad54b550a4 =C2=A0scipy-1.12.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2=
014_x86_64.whl<br>02dbb13ac8aeb186ccb7880d9a471c21 =C2=A0scipy-1.12.0-cp39-=
cp39-musllinux_1_1_x86_64.whl<br>b399bc8182602006a316c0a3e5088b84 =C2=A0sci=
py-1.12.0-cp39-cp39-win_amd64.whl<br><br>SHA256<br>~~~~~~<br><br>ec65d3b767=
93aa7a5ffcf2e9a8f8ccb2a035e6f810bc647c25b05f1f0ee1c804 =C2=A0Changelog<br>d=
9462c0fbaaa566b51edc096c0c732fc25f56fecebde96f3116d12c2076d22d0 =C2=A0READM=
E.txt<br>78e4402e140879387187f7f25d91cc592b3501a2e51dfb320f48dfb73565f10b =
=C2=A0scipy-1.12.0-cp310-cp310-macosx_10_9_x86_64.whl<br>f5f00ebaf8de24d14b=
8449981a2842d404152774c1a1d880c901bf454cb8e2a1 =C2=A0scipy-1.12.0-cp310-cp3=
10-macosx_12_0_arm64.whl<br>e53958531a7c695ff66c2e7bb7b79560ffdc562e2051644=
c5576c39ff8efb563 =C2=A0scipy-1.12.0-cp310-cp310-manylinux_2_17_aarch64.man=
ylinux2014_aarch64.whl<br>5e32847e08da8d895ce09d108a494d9eb78974cf6de23063f=
93306a3e419960c =C2=A0scipy-1.12.0-cp310-cp310-manylinux_2_17_x86_64.manyli=
nux2014_x86_64.whl<br>4c1020cad92772bf44b8e4cdabc1df5d87376cb219742549ef69f=
c9fd86282dd =C2=A0scipy-1.12.0-cp310-cp310-musllinux_1_1_x86_64.whl<br>75ea=
2a144096b5e39402e2ff53a36fecfd3b960d786b7efd3c180e29c39e53f2 =C2=A0scipy-1.=
12.0-cp310-cp310-win_amd64.whl<br>408c68423f9de16cb9e602528be4ce0d6312b0500=
1f3de61fe9ec8b1263cad08 =C2=A0scipy-1.12.0-cp311-cp311-macosx_10_9_x86_64.w=
hl<br>5adfad5dbf0163397beb4aca679187d24aec085343755fcdbdeb32b3679f254c =C2=
=A0scipy-1.12.0-cp311-cp311-macosx_12_0_arm64.whl<br>c3003652496f6e7c387b1c=
f63f4bb720951cfa18907e998ea551e6de51a04467 =C2=A0scipy-1.12.0-cp311-cp311-m=
anylinux_2_17_aarch64.manylinux2014_aarch64.whl<br>8b8066bce124ee5531d12a74=
b617d9ac0ea59245246410e19bca549656d9a40a =C2=A0scipy-1.12.0-cp311-cp311-man=
ylinux_2_17_x86_64.manylinux2014_x86_64.whl<br>8bee4993817e204d761dba10dbab=
0774ba5a8612e57e81319ea04d84945375ba =C2=A0scipy-1.12.0-cp311-cp311-musllin=
ux_1_1_x86_64.whl<br>a24024d45ce9a675c1fb8494e8e5244efea1c7a09c60beb1eeb803=
73d0fecc70 =C2=A0scipy-1.12.0-cp311-cp311-win_amd64.whl<br>e7e76cc486382282=
12c747ada851ef355c2bb5e7f939e10952bc504c11f4e372 =C2=A0scipy-1.12.0-cp312-c=
p312-macosx_10_9_x86_64.whl<br>f7ce148dffcd64ade37b2df9315541f9adad6efcaa86=
866ee7dd5db0c8f041c3 =C2=A0scipy-1.12.0-cp312-cp312-macosx_12_0_arm64.whl<b=
r>9c39f92041f490422924dfdb782527a4abddf4707616e07b021de33467f917bc =C2=A0sc=
ipy-1.12.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl<br>=
a7ebda398f86e56178c2fa94cad15bf457a218a54a35c2a7b4490b9f9cb2676c =C2=A0scip=
y-1.12.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl<br>95e5=
c750d55cf518c398a8240571b0e0782c2d5a703250872f36eaf737751338 =C2=A0scipy-1.=
12.0-cp312-cp312-musllinux_1_1_x86_64.whl<br>e646d8571804a304e1da01040d2157=
7685ce8e2db08ac58e543eaca063453e1c =C2=A0scipy-1.12.0-cp312-cp312-win_amd64=
.whl<br>913d6e7956c3a671de3b05ccb66b11bc293f56bfdef040583a7221d9e22a2e35 =
=C2=A0scipy-1.12.0-cp39-cp39-macosx_10_9_x86_64.whl<br>bba1b0c7256ad75401c7=
3e4b3cf09d1f176e9bd4248f0d3112170fb2ec4db067 =C2=A0scipy-1.12.0-cp39-cp39-m=
acosx_12_0_arm64.whl<br>730badef9b827b368f351eacae2e82da414e13cf8bd5051b4bd=
fd720271a5371 =C2=A0scipy-1.12.0-cp39-cp39-manylinux_2_17_aarch64.manylinux=
2014_aarch64.whl<br>6546dc2c11a9df6926afcbdd8a3edec28566e4e785b915e849348c6=
dd9f3f490 =C2=A0scipy-1.12.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_=
x86_64.whl<br>196ebad3a4882081f62a5bf4aeb7326aa34b110e533aab23e4374fcccb089=
0dc =C2=A0scipy-1.12.0-cp39-cp39-musllinux_1_1_x86_64.whl<br>b360f1b6b2f742=
781299514e99ff560d1fe9bd1bff2712894b52abe528d1fd1e =C2=A0scipy-1.12.0-cp39-=
cp39-win_amd64.whl<br></div></div>
--0000000000004fad86060f6873f5--
--===============7139838780205963674==
Content-Type: text/plain; charset="us-ascii"
MIME-Version: 1.0
Content-Transfer-Encoding: 7bit
Content-Disposition: inline
_______________________________________________
SciPy-Dev mailing list -- [email protected]
To unsubscribe send an email to [email protected]
https://mail.python.org/mailman3/lists/scipy-dev.python.org/
Member address: [email protected]
--===============7139838780205963674==--