Re: [Numpy-discussion] ANN: SciPy 1.11.0

Thank you Tyler for managing this release!

On Sun, Jun 25, 2023 at 11:42 PM Tyler Reddy <[email protected]> wrote:
>
> Hi all,
>
> On behalf of the SciPy development team, I'm pleased to announce the release of SciPy 1.11.0.
>
> Sources and binary wheels can be found at:
> https://pypi.org/project/scipy/
> and at: https://github.com/scipy/scipy/releases/tag/v1.11.0
>
> One of a few ways to install this release with pip:
>
> pip install scipy==1.11.0
>
> ==========================
> SciPy 1.11.0 Release Notes
> ==========================
>
> SciPy 1.11.0 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
> 1.11.x branch, and on adding new features on the main branch.
>
> This release requires Python 3.9+ and NumPy 1.21.6 or greater.
>
> For running on PyPy, PyPy3 6.0+ is required.
>
>
> **************************
> Highlights of this release
> **************************
>
> - Several `scipy.sparse` array API improvements, including `sparse.sparray`, a new
>   public base class distinct from the older `sparse.spmatrix` class,
>   proper 64-bit index support, and numerous deprecations paving the way to a
>   modern sparse array experience.
> - `scipy.stats` added tools for survival analysis, multiple hypothesis testing,
>   sensitivity analysis, and working with censored data.
> - A new function was added for quasi-Monte Carlo integration, and linear
>   algebra functions ``det`` and ``lu`` now accept nD-arrays.
> - An ``axes`` argument was added broadly to ``ndimage`` functions, facilitating
>   analysis of stacked image data.
>
>
> ************
> New features
> ************
>
> `scipy.integrate` improvements
> ==============================
> - Added `scipy.integrate.qmc_quad` for quasi-Monte Carlo integration.
> - For an even number of points, `scipy.integrate.simpson` now calculates
>   a parabolic segment over the last three points which gives improved
>   accuracy over the previous implementation.
>
> `scipy.cluster` improvements
> ============================
> - ``disjoint_set`` has a new method ``subset_size`` for providing the size
>   of a particular subset.
>
>
> `scipy.constants` improvements
> ================================
> - The ``quetta``, ``ronna``, ``ronto``, and ``quecto`` SI prefixes were added.
>
>
> `scipy.linalg` improvements
> ===========================
> - `scipy.linalg.det` is improved and now accepts nD-arrays.
> - `scipy.linalg.lu` is improved and now accepts nD-arrays. With the new
>   ``p_indices`` switch the output permutation argument can be 1D ``(n,)``
>   permutation index instead of the full ``(n, n)`` array.
>
>
> `scipy.ndimage` improvements
> ============================
> - ``axes`` argument was added to ``rank_filter``, ``percentile_filter``,
>   ``median_filter``, ``uniform_filter``, ``minimum_filter``,
>   ``maximum_filter``, and ``gaussian_filter``, which can be useful for
>   processing stacks of image data.
>
>
> `scipy.optimize` improvements
> =============================
> - `scipy.optimize.linprog` now passes unrecognized options directly to HiGHS.
> - `scipy.optimize.root_scalar` now uses Newton's method to be used without
>   providing ``fprime`` and the ``secant`` method to be used without a second
>   guess.
> - `scipy.optimize.lsq_linear` now accepts ``bounds`` arguments of type
>   `scipy.optimize.Bounds`.
> - `scipy.optimize.minimize` ``method='cobyla'`` now supports simple bound
>   constraints.
> - Users can opt into a new callback interface for most methods of
>   `scipy.optimize.minimize`: If the provided callback callable accepts
>   a single keyword argument, ``intermediate_result``, `scipy.optimize.minimize`
>   now passes both the current solution and the optimal value of the objective
>   function to the callback as an instance of `scipy.optimize.OptimizeResult`.
>   It also allows the user to terminate optimization by raising a
>   ``StopIteration`` exception from the callback function.
>   `scipy.optimize.minimize` will return normally, and the latest solution
>   information is provided in the result object.
> - `scipy.optimize.curve_fit` now supports an optional ``nan_policy`` argument.
> - `scipy.optimize.shgo` now has parallelization with the ``workers`` argument,
>   symmetry arguments that can improve performance, class-based design to
>   improve usability, and generally improved performance.
>
>
> `scipy.signal` improvements
> ===========================
> - ``istft`` has an improved warning message when the NOLA condition fails.
>
> `scipy.sparse` improvements
> ===========================
> - A new public base class `scipy.sparse.sparray` was introduced, allowing further
>   extension of the sparse array API (such as the support for 1-dimensional
>   sparse arrays) without breaking backwards compatibility.
>   `isinstance(x, scipy.sparse.sparray)` to select the new sparse array classes,
>   while `isinstance(x, scipy.sparse.spmatrix)` selects only the old sparse
>   matrix classes.
> - Division of sparse arrays by a dense array now returns sparse arrays.
> - `scipy.sparse.isspmatrix` now only returns `True` for the sparse matrices instances.
>   `scipy.sparse.issparse` now has to be used instead to check for instances of sparse
>   arrays or instances of sparse matrices.
> - Sparse arrays constructed with int64 indices will no longer automatically
>   downcast to int32.
> - The ``argmin`` and ``argmax`` methods now return the correct result when explicit
>   zeros are present.
>
> `scipy.sparse.linalg` improvements
> ==================================
> - dividing ``LinearOperator`` by a number now returns a
>   ``_ScaledLinearOperator``
> - ``LinearOperator`` now supports right multiplication by arrays
> - ``lobpcg`` should be more efficient following removal of an extraneous
>   QR decomposition.
>
>
> `scipy.spatial` improvements
> ============================
> - Usage of new C++ backend for additional distance metrics, the majority of
>   which will see substantial performance improvements, though a few minor
>   regressions are known. These are focused on distances between boolean
>   arrays.
>
>
> `scipy.special` improvements
> ============================
> - The factorial functions ``factorial``, ``factorial2`` and ``factorialk``
>   were made consistent in their behavior (in terms of dimensionality,
>   errors etc.). Additionally, ``factorial2`` can now handle arrays with
>   ``exact=True``, and ``factorialk`` can handle arrays.
>
>
> `scipy.stats` improvements
> ==========================
>
> New Features
> ------------
> - `scipy.stats.sobol_indices`, a method to compute Sobol' sensitivity indices.
> - `scipy.stats.dunnett`, which performs Dunnett's test of the means of multiple
>   experimental groups against the mean of a control group.
> - `scipy.stats.ecdf` for computing the empirical CDF and complementary
>   CDF (survival function / SF) from uncensored or right-censored data. This
>   function is also useful for survival analysis / Kaplan-Meier estimation.
> - `scipy.stats.logrank` to compare survival functions underlying samples.
> - `scipy.stats.false_discovery_control` for adjusting p-values to control the
>   false discovery rate of multiple hypothesis tests using the
>   Benjamini-Hochberg or Benjamini-Yekutieli procedures.
> - `scipy.stats.CensoredData` to represent censored data. It can be used as
>   input to the ``fit`` method of univariate distributions and to the new
>   ``ecdf`` function.
> - Filliben's goodness of fit test as ``method='Filliben'`` of
>   `scipy.stats.goodness_of_fit`.
> - `scipy.stats.ttest_ind` has a new method, ``confidence_interval`` for
>   computing a confidence interval of the difference between means.
> - `scipy.stats.MonteCarloMethod`, `scipy.stats.PermutationMethod`, and
>   `scipy.stats.BootstrapMethod` are new classes to configure resampling and/or
>   Monte Carlo versions of hypothesis tests. They can currently be used with
>   `scipy.stats.pearsonr`.
>
> Statistical Distributions
> -------------------------
> - Added the von-Mises Fisher distribution as `scipy.stats.vonmises_fisher`.
>   This distribution is the most common analogue of the normal distribution
>   on the unit sphere.
> - Added the relativistic Breit-Wigner distribution as
>   `scipy.stats.rel_breitwigner`.
>   It is used in high energy physics to model resonances.
> - Added the Dirichlet multinomial distribution as
>   `scipy.stats.dirichlet_multinomial`.
> - Improved the speed and precision of several univariate statistical
>   distributions.
>
>   - `scipy.stats.anglit` ``sf``
>   - `scipy.stats.beta` ``entropy``
>   - `scipy.stats.betaprime` ``cdf``, ``sf``, ``ppf``
>   - `scipy.stats.chi` ``entropy``
>   - `scipy.stats.chi2` ``entropy``
>   - `scipy.stats.dgamma` ``entropy``, ``cdf``, ``sf``, ``ppf``, and ``isf``
>   - `scipy.stats.dweibull` ``entropy``, ``sf``, and ``isf``
>   - `scipy.stats.exponweib` ``sf`` and ``isf``
>   - `scipy.stats.f` ``entropy``
>   - `scipy.stats.foldcauchy` ``sf``
>   - `scipy.stats.foldnorm` ``cdf`` and ``sf``
>   - `scipy.stats.gamma` ``entropy``
>   - `scipy.stats.genexpon` ``ppf``, ``isf``, ``rvs``
>   - `scipy.stats.gengamma` ``entropy``
>   - `scipy.stats.geom` ``entropy``
>   - `scipy.stats.genlogistic` ``entropy``, ``logcdf``, ``sf``, ``ppf``,
>     and ``isf``
>   - `scipy.stats.genhyperbolic` ``cdf`` and ``sf``
>   - `scipy.stats.gibrat` ``sf`` and ``isf``
>   - `scipy.stats.gompertz` ``entropy``, ``sf``. and ``isf``
>   - `scipy.stats.halflogistic` ``sf``, and ``isf``
>   - `scipy.stats.halfcauchy` ``sf`` and ``isf``
>   - `scipy.stats.halfnorm` ``cdf``, ``sf``, and ``isf``
>   - `scipy.stats.invgamma` ``entropy``
>   - `scipy.stats.invgauss` ``entropy``
>   - `scipy.stats.johnsonsb` ``pdf``, ``cdf``, ``sf``, ``ppf``, and ``isf``
>   - `scipy.stats.johnsonsu` ``pdf``, ``sf``, ``isf``, and ``stats``
>   - `scipy.stats.lognorm` ``fit``
>   - `scipy.stats.loguniform` ``entropy``, ``logpdf``, ``pdf``, ``cdf``, ``ppf``,
>     and ``stats``
>   - `scipy.stats.maxwell` ``sf`` and ``isf``
>   - `scipy.stats.nakagami` ``entropy``
>   - `scipy.stats.powerlaw` ``sf``
>   - `scipy.stats.powerlognorm` ``logpdf``, ``logsf``, ``sf``, and ``isf``
>   - `scipy.stats.powernorm` ``sf`` and ``isf``
>   - `scipy.stats.t` ``entropy``, ``logpdf``, and ``pdf``
>   - `scipy.stats.truncexpon` ``sf``, and ``isf``
>   - `scipy.stats.truncnorm` ``entropy``
>   - `scipy.stats.truncpareto` ``fit``
>   - `scipy.stats.vonmises` ``fit``
>
> - `scipy.stats.multivariate_t` now has ``cdf`` and ``entropy`` methods.
> - `scipy.stats.multivariate_normal`, `scipy.stats.matrix_normal`, and
>   `scipy.stats.invwishart` now have an ``entropy`` method.
>
> Other Improvements
> ------------------
> - `scipy.stats.monte_carlo_test` now supports multi-sample statistics.
> - `scipy.stats.bootstrap` can now produce one-sided confidence intervals.
> - `scipy.stats.rankdata` performance was improved for ``method=ordinal`` and
>   ``method=dense``.
> - `scipy.stats.moment` now supports non-central moment calculation.
> - `scipy.stats.anderson` now supports the ``weibull_min`` distribution.
> - `scipy.stats.sem` and `scipy.stats.iqr` now support ``axis``, ``nan_policy``,
>   and masked array input.
>
> *******************
> Deprecated features
> *******************
>
> - Multi-Ellipsis sparse matrix indexing has been deprecated and will
>   be removed in SciPy 1.13.
> - Several methods were deprecated for sparse arrays: ``asfptype``, ``getrow``,
>   ``getcol``, ``get_shape``, ``getmaxprint``, ``set_shape``,
>   ``getnnz``, and ``getformat``. Additionally, the ``.A`` and ``.H``
>   attributes were deprecated. Sparse matrix types are not affected.
> - The `scipy.linalg` functions ``tri``, ``triu`` & ``tril`` are deprecated and
>   will be removed in SciPy 1.13. Users are recommended to use the NumPy
>   versions of these functions with identical names.
> - The `scipy.signal` functions ``bspline``, ``quadratic`` & ``cubic`` are
>   deprecated and will be removed in SciPy 1.13. Users are recommended to use
>   `scipy.interpolate.BSpline` instead.
> - The ``even`` keyword of `scipy.integrate.simpson` is deprecated and will be
>   removed in SciPy 1.13.0. Users should leave this as the default as this
>   gives improved accuracy compared to the other methods.
> - Using ``exact=True`` when passing integers in a float array to ``factorial``
>   is deprecated and will be removed in SciPy 1.13.0.
> - float128 and object dtypes are deprecated for `scipy.signal.medfilt` and
>   `scipy.signal.order_filter`
> - The functions ``scipy.signal.{lsim2, impulse2, step2}`` had long been
>   deprecated in documentation only. They now raise a DeprecationWarning and
>   will be removed in SciPy 1.13.0.
> - Importing window functions directly from `scipy.window` has been soft
>   deprecated since SciPy 1.1.0. They now raise a ``DeprecationWarning`` and
>   will be removed in SciPy 1.13.0. Users should instead import them from
>   `scipy.signal.window` or use the convenience function
>   `scipy.signal.get_window`.
>
> ******************************
> Backwards incompatible changes
> ******************************
> - The default for the ``legacy`` keyword of `scipy.special.comb` has changed
>   from ``True`` to ``False``, as announced since its introduction.
>
> ********************
> Expired Deprecations
> ********************
> There is an ongoing effort to follow through on long-standing deprecations.
> The following previously deprecated features are affected:
>
> - The ``n`` keyword has been removed from `scipy.stats.moment`.
> - The ``alpha`` keyword has been removed from `scipy.stats.interval`.
> - The misspelt ``gilbrat`` distribution has been removed (use
>   `scipy.stats.gibrat`).
> - The deprecated spelling of the ``kulsinski`` distance metric has been
>   removed (use `scipy.spatial.distance.kulczynski1`).
> - The ``vertices`` keyword of `scipy.spatial.Delauney.qhull` has been removed
>   (use simplices).
> - The ``residual`` property of `scipy.sparse.csgraph.maximum_flow` has been
>   removed (use ``flow``).
> - The ``extradoc`` keyword of `scipy.stats.rv_continuous`,
>   `scipy.stats.rv_discrete` and `scipy.stats.rv_sample` has been removed.
> - The ``sym_pos`` keyword of `scipy.linalg.solve` has been removed.
> - The `scipy.optimize.minimize` function now raises an error for ``x0`` with
>   ``x0.ndim > 1``.
> - In `scipy.stats.mode`, the default value of ``keepdims`` is now ``False``,
>   and support for non-numeric input has been removed.
> - The function `scipy.signal.lsim` does not support non-uniform time steps
>   anymore.
>
>
> *************
> Other changes
> *************
> - Rewrote the source build docs and restructured the contributor guide.
> - Improved support for cross-compiling with meson build system.
> - MyST-NB notebook infrastructure has been added to our documentation.
>
>
>
> *******
> Authors
> *******
>
> * h-vetinari (69)
> * Oriol Abril-Pla (1) +
> * Tom Adamczewski (1) +
> * Anton Akhmerov (13)
> * Andrey Akinshin (1) +
> * alice (1) +
> * Oren Amsalem (1)
> * Ross Barnowski (13)
> * Christoph Baumgarten (2)
> * Dawson Beatty (1) +
> * Doron Behar (1) +
> * Peter Bell (1)
> * John Belmonte (1) +
> * boeleman (1) +
> * Jack Borchanian (1) +
> * Matt Borland (3) +
> * Jake Bowhay (41)
> * Larry Bradley (1) +
> * Sienna Brent (1) +
> * Matthew Brett (1)
> * Evgeni Burovski (39)
> * Matthias Bussonnier (2)
> * Maria Cann (1) +
> * Alfredo Carella (1) +
> * CJ Carey (34)
> * Hood Chatham (2)
> * Anirudh Dagar (3)
> * Alberto Defendi (1) +
> * Pol del Aguila (1) +
> * Hans Dembinski (1)
> * Dennis (1) +
> * Vinayak Dev (1) +
> * Thomas Duvernay (1)
> * DWesl (4)
> * Stefan Endres (66)
> * Evandro (1) +
> * Tom Eversdijk (2) +
> * Isuru Fernando (1)
> * Franz Forstmayr (4)
> * Joseph Fox-Rabinovitz (1)
> * Stefano Frazzetto (1) +
> * Neil Girdhar (1)
> * Caden Gobat (1) +
> * Ralf Gommers (153)
> * GonVas (1) +
> * Marco Gorelli (1)
> * Brett Graham (2) +
> * Matt Haberland (388)
> * harshvardhan2707 (1) +
> * Alex Herbert (1) +
> * Guillaume Horel (1)
> * Geert-Jan Huizing (1) +
> * Jakob Jakobson (2)
> * Julien Jerphanion (10)
> * jyuv (2)
> * Rajarshi Karmakar (1) +
> * Ganesh Kathiresan (3) +
> * Robert Kern (4)
> * Andrew Knyazev (4)
> * Sergey Koposov (1)
> * Rishi Kulkarni (2) +
> * Eric Larson (1)
> * Zoufiné Lauer-Bare (2) +
> * Antony Lee (3)
> * Gregory R. Lee (8)
> * Guillaume Lemaitre (2) +
> * lilinjie (2) +
> * Yannis Linardos (1) +
> * Christian Lorentzen (5)
> * Loïc Estève (1)
> * Adam Lugowski (1) +
> * Charlie Marsh (2) +
> * Boris Martin (1) +
> * Nicholas McKibben (11)
> * Melissa Weber Mendonça (58)
> * Michał Górny (1) +
> * Jarrod Millman (5)
> * Stefanie Molin (2) +
> * Mark W. Mueller (1) +
> * mustafacevik (1) +
> * Takumasa N (1) +
> * nboudrie (1)
> * Andrew Nelson (112)
> * Nico Schlömer (4)
> * Lysandros Nikolaou (2) +
> * Kyle Oman (1)
> * OmarManzoor (2) +
> * Simon Ott (1) +
> * Geoffrey Oxberry (1) +
> * Geoffrey M. Oxberry (2) +
> * Sravya papaganti (1) +
> * Tirth Patel (2)
> * Ilhan Polat (32)
> * Quentin Barthélemy (1)
> * Matteo Raso (12) +
> * Tyler Reddy (143)
> * Lucas Roberts (1)
> * Pamphile Roy (225)
> * Jordan Rupprecht (1) +
> * Atsushi Sakai (11)
> * Omar Salman (7) +
> * Leo Sandler (1) +
> * Ujjwal Sarswat (3) +
> * Saumya (1) +
> * Daniel Schmitz (79)
> * Henry Schreiner (2) +
> * Dan Schult (8) +
> * Eli Schwartz (6)
> * Tomer Sery (2) +
> * Scott Shambaugh (10) +
> * Gagandeep Singh (1)
> * Ethan Steinberg (6) +
> * stepeos (2) +
> * Albert Steppi (3)
> * Strahinja Lukić (1)
> * Kai Striega (4)
> * suen-bit (1) +
> * Tartopohm (2)
> * Logan Thomas (2) +
> * Jacopo Tissino (1) +
> * Matus Valo (12) +
> * Jacob Vanderplas (2)
> * Christian Veenhuis (1) +
> * Isaac Virshup (3)
> * Stefan van der Walt (14)
> * Warren Weckesser (63)
> * windows-server-2003 (1)
> * Levi John Wolf (3)
> * Nobel Wong (1) +
> * Benjamin Yeh (1) +
> * Rory Yorke (1)
> * Younes (2) +
> * Zaikun ZHANG (1) +
> * Alex Zverianskii (1) +
>
> A total of 134 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 1.11.0
> ************************
>
> * `#1766 <https://github.com/scipy/scipy/issues/1766>`__: __fitpack.h work array computations pretty much one big bug....
> * `#1953 <https://github.com/scipy/scipy/issues/1953>`__: use custom warnings instead of print statements (Trac #1428)
> * `#3089 <https://github.com/scipy/scipy/issues/3089>`__: brentq, nan returns, and bounds
> * `#4257 <https://github.com/scipy/scipy/issues/4257>`__: scipy.optimize.line_search returns None
> * `#4532 <https://github.com/scipy/scipy/issues/4532>`__: box constraint in scipy optimize cobyla
> * `#5584 <https://github.com/scipy/scipy/issues/5584>`__: Suspected underflow issue with sign check in bisection method
> * `#5618 <https://github.com/scipy/scipy/issues/5618>`__: Solution for low accuracy of simps with even number of points
> * `#5899 <https://github.com/scipy/scipy/issues/5899>`__: minimize_scalar -- strange behaviour
> * `#6414 <https://github.com/scipy/scipy/issues/6414>`__: scipy.stats Breit-Wigner distribution
> * `#6842 <https://github.com/scipy/scipy/issues/6842>`__: Covariance matrix returned by ODR needs to be scaled by the residual...
> * `#7306 <https://github.com/scipy/scipy/issues/7306>`__: any way of stopping optimization?
> * `#7799 <https://github.com/scipy/scipy/issues/7799>`__: basinhopping result violates constraints
> * `#8176 <https://github.com/scipy/scipy/issues/8176>`__: optimize.minimize should provide a way to return the cost function...
> * `#8394 <https://github.com/scipy/scipy/issues/8394>`__: brentq returns solutions outside of the bounds
> * `#8485 <https://github.com/scipy/scipy/issues/8485>`__: freqz() output for fifth order butterworth bandpass (low cut...
> * `#8922 <https://github.com/scipy/scipy/issues/8922>`__: Bug in Solve_ivp with BDF and Radau solvers and numpy arrays
> * `#9061 <https://github.com/scipy/scipy/issues/9061>`__: Will a vectorized fun offer advantages for scipy.integrate.LSODA?
> * `#9265 <https://github.com/scipy/scipy/issues/9265>`__: DOC: optimize.minimize: recipe for avoiding redundant work when...
> * `#9412 <https://github.com/scipy/scipy/issues/9412>`__: Callback return value erroneously ignored in minimize
> * `#9728 <https://github.com/scipy/scipy/issues/9728>`__: DOC: scipy.integrate.solve_ivp
> * `#9955 <https://github.com/scipy/scipy/issues/9955>`__: stats.mode nan_policy='omit' unexpected behavior when data are...
> * `#10050 <https://github.com/scipy/scipy/issues/10050>`__: [Bug] inconsistent canonical format for coo_matrix
> * `#10370 <https://github.com/scipy/scipy/issues/10370>`__: SciPy errors out expecting square matrix using for root-finding...
> * `#10437 <https://github.com/scipy/scipy/issues/10437>`__: scipy.optimize.dual_annealing always rejects non-improving state
> * `#10554 <https://github.com/scipy/scipy/issues/10554>`__: ndimage.gaussian_filter provide axis option
> * `#10829 <https://github.com/scipy/scipy/issues/10829>`__: Extend Anderson Darling to cover Weibull distribution
> * `#10853 <https://github.com/scipy/scipy/issues/10853>`__: ImportError: cannot import name spatial
> * `#11052 <https://github.com/scipy/scipy/issues/11052>`__: optimize.dual_annealing does not pass arguments to jacobian.
> * `#11564 <https://github.com/scipy/scipy/issues/11564>`__: LinearOperator objects cannot be applied to sparse matrices
> * `#11723 <https://github.com/scipy/scipy/issues/11723>`__: Monte Carlo methods for scipy.integrate
> * `#11775 <https://github.com/scipy/scipy/issues/11775>`__: Multi xatol for Nedler-Mead algorithm
> * `#11841 <https://github.com/scipy/scipy/issues/11841>`__: Ignore NaN with scipy.optimize.curve_fit
> * `#12114 <https://github.com/scipy/scipy/issues/12114>`__: scipy.optimize.shgo(): 'args' is incorrectly passed to constraint...
> * `#12715 <https://github.com/scipy/scipy/issues/12715>`__: Why the covariance from curve_fit depends so sharply on the overall...
> * `#13122 <https://github.com/scipy/scipy/issues/13122>`__: The test suite fails on Python 3.10: issue with factorial() on...
> * `#13258 <https://github.com/scipy/scipy/issues/13258>`__: \*\*kwargs for optimize.root_scalar and alike
> * `#13407 <https://github.com/scipy/scipy/issues/13407>`__: \`if rtol < _rtol / 4\` should be changed?
> * `#13535 <https://github.com/scipy/scipy/issues/13535>`__: Newton-iteration should not be done after secant interpolation
> * `#13547 <https://github.com/scipy/scipy/issues/13547>`__: optimize.shgo: handle objective functions that return the gradient...
> * `#13554 <https://github.com/scipy/scipy/issues/13554>`__: The correct root for test APS13 is 0
> * `#13757 <https://github.com/scipy/scipy/issues/13757>`__: API for representing censored data
> * `#13974 <https://github.com/scipy/scipy/issues/13974>`__: BUG: optimize.shgo: not using options
> * `#14059 <https://github.com/scipy/scipy/issues/14059>`__: Bound on absolute tolerance 'xtol' in 'optimize/zeros.py' is...
> * `#14262 <https://github.com/scipy/scipy/issues/14262>`__: cython_blas does not use const in signatures
> * `#14414 <https://github.com/scipy/scipy/issues/14414>`__: brentq does converge and not raise an error for np.nan functions
> * `#14486 <https://github.com/scipy/scipy/issues/14486>`__: One bug, one mistake and one refactorization proposal for the...
> * `#14519 <https://github.com/scipy/scipy/issues/14519>`__: scipy/stats/tests/test_continuous_basic.py::test_cont_basic[500-200-ncf-arg74] test fails with IntegrationWarning
> * `#14525 <https://github.com/scipy/scipy/issues/14525>`__: scipy.signal.bspline does not work for integer types
> * `#14858 <https://github.com/scipy/scipy/issues/14858>`__: BUG: scipy.optimize.bracket sometimes fails silently
> * `#14901 <https://github.com/scipy/scipy/issues/14901>`__: BUG: stats: distribution methods emit unnecessary warnings from...
> * `#15089 <https://github.com/scipy/scipy/issues/15089>`__: BUG: scipy.optimize.minimize() does not report lowest energy...
> * `#15136 <https://github.com/scipy/scipy/issues/15136>`__: ENH: Bump boost.math version
> * `#15177 <https://github.com/scipy/scipy/issues/15177>`__: BUG: element-wise division between sparse matrices and array-likes...
> * `#15212 <https://github.com/scipy/scipy/issues/15212>`__: BUG: stange behavior of scipy.integrate.quad for divergent integrals
> * `#15514 <https://github.com/scipy/scipy/issues/15514>`__: BUG: optimize.shgo: error with vector constraints
> * `#15600 <https://github.com/scipy/scipy/issues/15600>`__: BUG: handle inconsistencies in factorial functions and their...
> * `#15613 <https://github.com/scipy/scipy/issues/15613>`__: ENH: Provide functions to compute log-integrals numerically (e.g.,...
> * `#15702 <https://github.com/scipy/scipy/issues/15702>`__: MAINT:linalg: Either silent import NumPy versions or deprecate...
> * `#15706 <https://github.com/scipy/scipy/issues/15706>`__: DEP: remove deprecated parameters from stats distributions
> * `#15755 <https://github.com/scipy/scipy/issues/15755>`__: DEP: absorb lsim2 into lsim
> * `#15756 <https://github.com/scipy/scipy/issues/15756>`__: DEP: remove non-numeric array support in stats.mode
> * `#15790 <https://github.com/scipy/scipy/issues/15790>`__: BUG: \`isspmatrix\` doesn't account for sparse arrays
> * `#15808 <https://github.com/scipy/scipy/issues/15808>`__: DEP: raise on >1-dim inputs for optimize.minimize
> * `#15814 <https://github.com/scipy/scipy/issues/15814>`__: CI: move Azure jobs to GitHub Actions
> * `#15818 <https://github.com/scipy/scipy/issues/15818>`__: DEP: remove extradoc keyword in _distn_infrastructure
> * `#15829 <https://github.com/scipy/scipy/issues/15829>`__: DEP: remove sym_pos-keyword of scipy.linalg.solve
> * `#15852 <https://github.com/scipy/scipy/issues/15852>`__: DOC: helper function to seed examples
> * `#15906 <https://github.com/scipy/scipy/issues/15906>`__: Missing degree of freedom parameter in return value from \`stats.ttest_ind\`
> * `#15985 <https://github.com/scipy/scipy/issues/15985>`__: ENH, DOC: Add section explaining why and when to use a custom...
> * `#15988 <https://github.com/scipy/scipy/issues/15988>`__: DEP: remove deprecated gilbrat distribution
> * `#16014 <https://github.com/scipy/scipy/issues/16014>`__: DEP: remove MaximumFlowResult.residual
> * `#16068 <https://github.com/scipy/scipy/issues/16068>`__: BUG: Missing Constant in Documentation
> * `#16079 <https://github.com/scipy/scipy/issues/16079>`__: BUG: hypergeom.cdf slower in 1.8.0 than 1.7.3
> * `#16196 <https://github.com/scipy/scipy/issues/16196>`__: BUG: OptimizeResult from optimize.minimize_scalar changes 'x'...
> * `#16269 <https://github.com/scipy/scipy/issues/16269>`__: DEP: remove \`maxiter\` kwarg in \`_minimize_tnc\`
> * `#16270 <https://github.com/scipy/scipy/issues/16270>`__: DEP: remove \`vertices\` kwarg in qhull
> * `#16271 <https://github.com/scipy/scipy/issues/16271>`__: DEP: remove \`scipy.spatial.distance.kulsinski\`
> * `#16312 <https://github.com/scipy/scipy/issues/16312>`__: Meson complains about an absolute include path
> * `#16322 <https://github.com/scipy/scipy/issues/16322>`__: DOC: building on Windows uses GCC with Meson, not MSVC
> * `#16595 <https://github.com/scipy/scipy/issues/16595>`__: BUG: stats.mode emits annoying RuntimeWarning about nans even...
> * `#16734 <https://github.com/scipy/scipy/issues/16734>`__: BUG: function p1evl in povevl.h not making what's described
> * `#16803 <https://github.com/scipy/scipy/issues/16803>`__: Update \`scipy/__config__.py\` to contain useful information
> * `#16810 <https://github.com/scipy/scipy/issues/16810>`__: ENH: implement Dirichlet-multinomial distribution
> * `#16917 <https://github.com/scipy/scipy/issues/16917>`__: BUG: Windows Built SciPy can't import _fblas via pip install...
> * `#16929 <https://github.com/scipy/scipy/issues/16929>`__: BUG: \`scipy.sparse.csc_matrix.argmin\` returns wrong values
> * `#16949 <https://github.com/scipy/scipy/issues/16949>`__: Test failures for \`gges\` and \`qz\` for float32 input in macOS...
> * `#16971 <https://github.com/scipy/scipy/issues/16971>`__: BUG: [issue in scipy.optimize.shgo, for COBYLA's minimizer_kwargs...
> * `#16998 <https://github.com/scipy/scipy/issues/16998>`__: Unpickled and deepcopied distributions do not use global random...
> * `#17024 <https://github.com/scipy/scipy/issues/17024>`__: ENH: Force real part of Rotation.as_quat() to be positive.
> * `#17107 <https://github.com/scipy/scipy/issues/17107>`__: BUG: The signature of cKDTree.query_pairs in the docs does not...
> * `#17137 <https://github.com/scipy/scipy/issues/17137>`__: BUG: optimize: Intermittent failure of \`test_milp_timeout_16545\`
> * `#17146 <https://github.com/scipy/scipy/issues/17146>`__: BUG: Scipy stats probability greater than 1
> * `#17214 <https://github.com/scipy/scipy/issues/17214>`__: BUG: scipy.stats.mode: inconsistent shape with \`axis=None\`...
> * `#17234 <https://github.com/scipy/scipy/issues/17234>`__: BUG: cythonization / compliation failure with development branch...
> * `#17250 <https://github.com/scipy/scipy/issues/17250>`__: ENH: Expose parallel HiGHS solvers in high-level API
> * `#17281 <https://github.com/scipy/scipy/issues/17281>`__: BUG: using LinearOperator as RHS operand of @ causes a NumPy...
> * `#17285 <https://github.com/scipy/scipy/issues/17285>`__: ENH: Expose DisjointSet._sizes
> * `#17312 <https://github.com/scipy/scipy/issues/17312>`__: ENH: Clarify that ndimage.find_objects returns slices ordered...
> * `#17335 <https://github.com/scipy/scipy/issues/17335>`__: ENH: change term zero to root in newton
> * `#17368 <https://github.com/scipy/scipy/issues/17368>`__: BUG: import scipy.stats fails under valgrind
> * `#17378 <https://github.com/scipy/scipy/issues/17378>`__: griddata linear / LinearNDInterpolator unexpected behavior
> * `#17381 <https://github.com/scipy/scipy/issues/17381>`__: BUG: FutureWarning in distance_transform_cdt
> * `#17388 <https://github.com/scipy/scipy/issues/17388>`__: BUG: stats.binom: Boost binomial distribution edge case bug?
> * `#17403 <https://github.com/scipy/scipy/issues/17403>`__: DOC: There is no general \`scipy.sparse\` page in the user guide
> * `#17431 <https://github.com/scipy/scipy/issues/17431>`__: ENH: ECDF in scipy.
> * `#17456 <https://github.com/scipy/scipy/issues/17456>`__: ENH: custom stopping criteria with auxiliary function
> * `#17516 <https://github.com/scipy/scipy/issues/17516>`__: BUG: Error in documentation for scipy.optimize.minimize
> * `#17532 <https://github.com/scipy/scipy/issues/17532>`__: DOC: side bar renders over the top of some of the text in the...
> * `#17548 <https://github.com/scipy/scipy/issues/17548>`__: CI: The Ubuntu 18.04 Actions runner image is deprecated
> * `#17570 <https://github.com/scipy/scipy/issues/17570>`__: ENH: optimize.root_scalar: default to \`newton\` when only \`x0\`...
> * `#17576 <https://github.com/scipy/scipy/issues/17576>`__: ENH: override fit method for von mises
> * `#17593 <https://github.com/scipy/scipy/issues/17593>`__: BUG: cannot import name 'permutation_test' from 'scipy.stats'
> * `#17604 <https://github.com/scipy/scipy/issues/17604>`__: DOC: optimize.curve_fit: documentation of \`fvec\` is not specific
> * `#17620 <https://github.com/scipy/scipy/issues/17620>`__: ENH: Cachable normalisation parameter for frozen distributions
> * `#17631 <https://github.com/scipy/scipy/issues/17631>`__: BUG: numerical issues for cdf/ppf of the betaprime distribution
> * `#17639 <https://github.com/scipy/scipy/issues/17639>`__: BUG: "xl" not returned if success = False for scipy.optimize.shgo
> * `#17652 <https://github.com/scipy/scipy/issues/17652>`__: Check for non-running tests because of test function name and...
> * `#17667 <https://github.com/scipy/scipy/issues/17667>`__: BUG: Wrong p-values with Wilcoxon signed-rank test because of...
> * `#17683 <https://github.com/scipy/scipy/issues/17683>`__: TST: stats: Several functions with no tests in \`stats.mstats\`
> * `#17713 <https://github.com/scipy/scipy/issues/17713>`__: BUG: \`_axis_nan_policy\` changes some common \`TypeError\`s
> * `#17725 <https://github.com/scipy/scipy/issues/17725>`__: BUG: spatial: Bad error message from \`hamming\` when \`w\` has...
> * `#17749 <https://github.com/scipy/scipy/issues/17749>`__: ENH: Compute non centraled moments with \`stats.moment\`?
> * `#17754 <https://github.com/scipy/scipy/issues/17754>`__: Cosine distance of vector to self returns small non-zero answer...
> * `#17776 <https://github.com/scipy/scipy/issues/17776>`__: BUG: dblquad and args kwarg
> * `#17788 <https://github.com/scipy/scipy/issues/17788>`__: ENH: Scipy Optimize, equal Bounds should be directly passed to...
> * `#17805 <https://github.com/scipy/scipy/issues/17805>`__: BUG: stats: dgamma.sf and dgamma.cdf lose precision in the tails
> * `#17809 <https://github.com/scipy/scipy/issues/17809>`__: BUG: CDF and PMF of binomial function not same with extreme values
> * `#17815 <https://github.com/scipy/scipy/issues/17815>`__: DOC: improve documentation for distance_transform_{cdt,edt}
> * `#17819 <https://github.com/scipy/scipy/issues/17819>`__: BUG: \`stats.ttest_ind_from_stats\` doesn't check whether standard...
> * `#17828 <https://github.com/scipy/scipy/issues/17828>`__: DOC: UnivariateSpline does not have any documentation or a reference.
> * `#17845 <https://github.com/scipy/scipy/issues/17845>`__: BUG: 1.10.0 FIR Decimation is broken when supplying ftype as...
> * `#17846 <https://github.com/scipy/scipy/issues/17846>`__: BUG: Infinite loop in scipy.integrate.solve_ivp()
> * `#17860 <https://github.com/scipy/scipy/issues/17860>`__: DOC: Incorrect link to ARPACK
> * `#17866 <https://github.com/scipy/scipy/issues/17866>`__: DOC: Should \`Result Classes\` be its own top level section?
> * `#17911 <https://github.com/scipy/scipy/issues/17911>`__: DOC: Formula of Tustin formula in scipy.signal.bilinear misses...
> * `#17913 <https://github.com/scipy/scipy/issues/17913>`__: Unexpected behaviour of pearsonr pvalue for one sided tests
> * `#17916 <https://github.com/scipy/scipy/issues/17916>`__: BUG: scipy 1.10.0 crashes when using a large float in skellam...
> * `#17941 <https://github.com/scipy/scipy/issues/17941>`__: DOC: guidance on setting dev.py build -j flag in documentation,...
> * `#17954 <https://github.com/scipy/scipy/issues/17954>`__: BUG: failure in lobpcg
> * `#17970 <https://github.com/scipy/scipy/issues/17970>`__: BUG: ILP64 build issue on Python 3.11
> * `#17985 <https://github.com/scipy/scipy/issues/17985>`__: DOC: update wheel generation process
> * `#17992 <https://github.com/scipy/scipy/issues/17992>`__: BUG: matlab files with deeply lists of arrays with different...
> * `#17999 <https://github.com/scipy/scipy/issues/17999>`__: DOC: incorrect example for stats.cramervonmises
> * `#18026 <https://github.com/scipy/scipy/issues/18026>`__: BUG: stats: Error from e.g. \`stats.betabinom.stats(10, 2, 3,...
> * `#18067 <https://github.com/scipy/scipy/issues/18067>`__: ENH: stats: resampling/Monte Carlo configuration object
> * `#18069 <https://github.com/scipy/scipy/issues/18069>`__: ENH: stats.ttest_ind is inconsistent with R. It does not allow...
> * `#18071 <https://github.com/scipy/scipy/issues/18071>`__: BUG: rv_continuous.stats fails to converge when trying to estimate...
> * `#18074 <https://github.com/scipy/scipy/issues/18074>`__: BUG: wrong dependencies for pooch
> * `#18078 <https://github.com/scipy/scipy/issues/18078>`__: BUG: \`QMCEngine.reset()\` semantics and passed \`Generator\`...
> * `#18079 <https://github.com/scipy/scipy/issues/18079>`__: BUG: \`Halton(seed=rng)\` does not consume \`Generator\` PRNG...
> * `#18106 <https://github.com/scipy/scipy/issues/18106>`__: BUG: Linprog reports failure despite success convergence, given...
> * `#18115 <https://github.com/scipy/scipy/issues/18115>`__: BUG: ValueError: setting an array element with a sequence for...
> * `#18117 <https://github.com/scipy/scipy/issues/18117>`__: BUG: stats: large errors in genhyperbolic.cdf and .sf for large...
> * `#18119 <https://github.com/scipy/scipy/issues/18119>`__: DOC: The comment about \`fmin_powell\` is wrong
> * `#18123 <https://github.com/scipy/scipy/issues/18123>`__: BUG: [mmread] Error while reading mtx file with spaces before...
> * `#18132 <https://github.com/scipy/scipy/issues/18132>`__: BUG: invalid output and behavior of scipy.stats.somersd
> * `#18139 <https://github.com/scipy/scipy/issues/18139>`__: BUG: Overflow in 'new' implementation of scipy.stats.kendalltau
> * `#18143 <https://github.com/scipy/scipy/issues/18143>`__: Building from source on Windows 32-bit Python did not succeed
> * `#18171 <https://github.com/scipy/scipy/issues/18171>`__: BUG: optimize.root_scalar: should return normally with \`converged=False\`...
> * `#18223 <https://github.com/scipy/scipy/issues/18223>`__: BUG: cKDTree segmentation faults when NaN input and balanced_tree=False,...
> * `#18226 <https://github.com/scipy/scipy/issues/18226>`__: ENH: stats.geometric.entropy: implement analytical formula
> * `#18239 <https://github.com/scipy/scipy/issues/18239>`__: DOC: linking to custom BLAS/LAPACK locations is not clear
> * `#18254 <https://github.com/scipy/scipy/issues/18254>`__: BUG: stats.mode: failure with array of Pandas integers
> * `#18271 <https://github.com/scipy/scipy/issues/18271>`__: Broken or wrong formulas on distance definition
> * `#18272 <https://github.com/scipy/scipy/issues/18272>`__: BUG: stats: occasional failure of \`test_multivariate.TestOrthoGroup.test_det_and_ortho\`
> * `#18274 <https://github.com/scipy/scipy/issues/18274>`__: BUG: stats: Spurious warnings from \`betaprime.fit\`
> * `#18282 <https://github.com/scipy/scipy/issues/18282>`__: Incompatible pointer warning from \`stats._rcond\`
> * `#18302 <https://github.com/scipy/scipy/issues/18302>`__: BUG: beta.pdf is broken on main (1.11.0.dev0)
> * `#18322 <https://github.com/scipy/scipy/issues/18322>`__: BUG: scipy.stats.shapiro gives a negative pvalue
> * `#18326 <https://github.com/scipy/scipy/issues/18326>`__: ENH: milp supporting sparse inputs
> * `#18329 <https://github.com/scipy/scipy/issues/18329>`__: BUG: meson generates \`warning: "MS_WIN64" redefined\` when building...
> * `#18368 <https://github.com/scipy/scipy/issues/18368>`__: DOC: Issue in scipy.stats.chisquare
> * `#18377 <https://github.com/scipy/scipy/issues/18377>`__: BUG: \`const\` signature changes in \`cython_blas\` and \`cython_lapack\`...
> * `#18388 <https://github.com/scipy/scipy/issues/18388>`__: Question about usage of _MACHEPS
> * `#18407 <https://github.com/scipy/scipy/issues/18407>`__: CI: test_enzo_example_c_with_unboundedness started failing
> * `#18415 <https://github.com/scipy/scipy/issues/18415>`__: BUG: Windows compilation error with Intel Fortran in PROPACK
> * `#18425 <https://github.com/scipy/scipy/issues/18425>`__: DOC: clarify that scipy.ndimage.sobel does not compute the 2D...
> * `#18443 <https://github.com/scipy/scipy/issues/18443>`__: BLD: errors when building SciPy on Windows with Meson
> * `#18456 <https://github.com/scipy/scipy/issues/18456>`__: ENH: Allow passing non-varying arguments for the model function...
> * `#18484 <https://github.com/scipy/scipy/issues/18484>`__: DEP: Warn on deprecated windows-import in base \`scipy.signal\`...
> * `#18485 <https://github.com/scipy/scipy/issues/18485>`__: DEP: deprecate multiple-ellipsis handling in sparse matrix indexing
> * `#18494 <https://github.com/scipy/scipy/issues/18494>`__: CI: occasional failure of \`test_minimum_spanning_tree\`
> * `#18497 <https://github.com/scipy/scipy/issues/18497>`__: MAINT, BUG: guard against non-finite kd-tree queries
> * `#18498 <https://github.com/scipy/scipy/issues/18498>`__: TST: interpolate overflow xslow tests (low priority)
> * `#18525 <https://github.com/scipy/scipy/issues/18525>`__: DOC: sparse doc build warning causing failure (including in CI)
> * `#18535 <https://github.com/scipy/scipy/issues/18535>`__: DOC: Dev branch docs render Dev TOC while viewing API Reference
> * `#18547 <https://github.com/scipy/scipy/issues/18547>`__: CI: occasionally failing test \`test_minimize_callback_copies_array[fmin]\`
> * `#18595 <https://github.com/scipy/scipy/issues/18595>`__: BUG: dev.py notes needs a small shim
> * `#18597 <https://github.com/scipy/scipy/issues/18597>`__: CI, BUG: Cirrus wheel upload fails on maintenance branch
> * `#18600 <https://github.com/scipy/scipy/issues/18600>`__: BUG: SciPy 1.11.0rc1 not buildable on PPC due to boost submodule
> * `#18632 <https://github.com/scipy/scipy/issues/18632>`__: 1.11.0rc1: remaining test failures in conda-forge
> * `#18634 <https://github.com/scipy/scipy/issues/18634>`__: BUG: stats.truncnorm.moments yields error for moment order greater...
> * `#18654 <https://github.com/scipy/scipy/issues/18654>`__: BUG: ci/circleci: build_scipy broken
> * `#18675 <https://github.com/scipy/scipy/issues/18675>`__: BUG: \`signal.detrend\` on main no longer accepts a sequence...
> * `#18732 <https://github.com/scipy/scipy/issues/18732>`__: TST, MAINT: some tests blocking 1.11.0 on MacOS ARM64 with NumPy...
>
> ************************
> Pull requests for 1.11.0
> ************************
>
> * `#8727 <https://github.com/scipy/scipy/pull/8727>`__: BUG: vq.kmeans() compares signed diff to a threshold.
> * `#12787 <https://github.com/scipy/scipy/pull/12787>`__: ENH: add anderson darling test for weibull #10829
> * `#13699 <https://github.com/scipy/scipy/pull/13699>`__: ENH: stats: Add handling of censored data to univariate cont....
> * `#14069 <https://github.com/scipy/scipy/pull/14069>`__: Use warnings instead of print statements
> * `#15073 <https://github.com/scipy/scipy/pull/15073>`__: TST/MAINT: Parametrize \`_METRICS_NAMES\` & replace \`assert_raises\`...
> * `#15841 <https://github.com/scipy/scipy/pull/15841>`__: Overhaul \`factorial{,2,k}\`: API coherence, bug fixes & consistent...
> * `#15873 <https://github.com/scipy/scipy/pull/15873>`__: DEP: remove sym_pos argument from linalg.solve
> * `#15877 <https://github.com/scipy/scipy/pull/15877>`__: DEP: remove extradoc in _distn_infrastructure
> * `#15929 <https://github.com/scipy/scipy/pull/15929>`__: DEP: \`lsim2\` deprecated in favor of \`lsim\`
> * `#15958 <https://github.com/scipy/scipy/pull/15958>`__: CI: move \`prerelease_deps_coverage_64bit_blas\` to GitHub actions.
> * `#16071 <https://github.com/scipy/scipy/pull/16071>`__: ENH: Add missing "characteristic impedance of vacuum"
> * `#16313 <https://github.com/scipy/scipy/pull/16313>`__: MAINT: Update optimize.shgo
> * `#16782 <https://github.com/scipy/scipy/pull/16782>`__: ENH: stats: optimised fit for the truncated Pareto distribution
> * `#16839 <https://github.com/scipy/scipy/pull/16839>`__: ENH: stats: optimised MLE for the lognormal distribution
> * `#16936 <https://github.com/scipy/scipy/pull/16936>`__: BUG: sparse: fix argmin/argmax when all entries are nonzero
> * `#16961 <https://github.com/scipy/scipy/pull/16961>`__: ENH: optimize: Add \`nan_policy\` optional argument for \`curve_fit\`.
> * `#16996 <https://github.com/scipy/scipy/pull/16996>`__: ENH: stats.anderson_ksamp: add permutation version of test
> * `#17116 <https://github.com/scipy/scipy/pull/17116>`__: MAINT: Adjust Pull-Request labeler configuration
> * `#17208 <https://github.com/scipy/scipy/pull/17208>`__: DOC: Add triage guide
> * `#17211 <https://github.com/scipy/scipy/pull/17211>`__: ENH: Implemented Dirichlet-multinomial distribution (#16810)
> * `#17212 <https://github.com/scipy/scipy/pull/17212>`__: Guard against integer overflows in fitpackmodule.c
> * `#17235 <https://github.com/scipy/scipy/pull/17235>`__: MAINT: pass check_finite to the vq() call of kmeans2()
> * `#17267 <https://github.com/scipy/scipy/pull/17267>`__: DOC/MAINT: special: Several updates for tklmbda
> * `#17268 <https://github.com/scipy/scipy/pull/17268>`__: DOC: special: Show that lambertw can solve x = a + b\*exp(c\*x)
> * `#17287 <https://github.com/scipy/scipy/pull/17287>`__: DOC: Clarify minimum_spanning_tree behavior in non-connected...
> * `#17310 <https://github.com/scipy/scipy/pull/17310>`__: DOC: missing-bits: document recommendations on return object...
> * `#17322 <https://github.com/scipy/scipy/pull/17322>`__: DOC: Add notebook infrastructure for the docs
> * `#17326 <https://github.com/scipy/scipy/pull/17326>`__: ENH: Clarify the index of element corresponding to a label in...
> * `#17334 <https://github.com/scipy/scipy/pull/17334>`__: ENH: Map the rotation quaternion double cover of rotation space...
> * `#17402 <https://github.com/scipy/scipy/pull/17402>`__: ENH: stats: add false discovery rate control function
> * `#17410 <https://github.com/scipy/scipy/pull/17410>`__: ENH: stats.multivariate_t: add cdf method
> * `#17432 <https://github.com/scipy/scipy/pull/17432>`__: BLD: Boost.Math standalone submodule
> * `#17451 <https://github.com/scipy/scipy/pull/17451>`__: DEP: Remove \`vertices\` in qhull.
> * `#17455 <https://github.com/scipy/scipy/pull/17455>`__: Deprecate scipy.signal.{bspline, quadratic, cubic}
> * `#17479 <https://github.com/scipy/scipy/pull/17479>`__: ENH: Add new SI prefixes
> * `#17480 <https://github.com/scipy/scipy/pull/17480>`__: ENH: stats: Implement _sf and _isf for halfnorm, gibrat, gompertz.
> * `#17483 <https://github.com/scipy/scipy/pull/17483>`__: MAINT: optimize.basinhopping: fix acceptance of failed local...
> * `#17486 <https://github.com/scipy/scipy/pull/17486>`__: ENH: optimize.minimize: callback enhancements
> * `#17499 <https://github.com/scipy/scipy/pull/17499>`__: MAINT: remove use of \`NPY_UPDATEIFCOPY\`
> * `#17505 <https://github.com/scipy/scipy/pull/17505>`__: ENH: Add relativistic Breit-Wigner Distribution
> * `#17529 <https://github.com/scipy/scipy/pull/17529>`__: ENH: stats: Implement powerlaw._sf
> * `#17531 <https://github.com/scipy/scipy/pull/17531>`__: TST: scipy.signal.order_filter: add test coverage
> * `#17535 <https://github.com/scipy/scipy/pull/17535>`__: MAINT: special: Improve comments about Cephes p1evl function.
> * `#17538 <https://github.com/scipy/scipy/pull/17538>`__: ENH: Extending _distance_pybind with additional distance metrics...
> * `#17541 <https://github.com/scipy/scipy/pull/17541>`__: REL: set version to 1.11.0.dev0
> * `#17553 <https://github.com/scipy/scipy/pull/17553>`__: DOC: optimize.curve_fit: add note about \`pcov\` condition number
> * `#17555 <https://github.com/scipy/scipy/pull/17555>`__: DEP: stats: removal of kwargs n in stats.moment and alpha in...
> * `#17556 <https://github.com/scipy/scipy/pull/17556>`__: DEV: bump flake8 version used in CI job
> * `#17557 <https://github.com/scipy/scipy/pull/17557>`__: MAINT: bump Ubuntu version in Azure CI
> * `#17561 <https://github.com/scipy/scipy/pull/17561>`__: MAINT: stats.mode: remove deprecated features, smooth edges
> * `#17562 <https://github.com/scipy/scipy/pull/17562>`__: ENH: stats: Implement _ppf for the betaprime distribution.
> * `#17563 <https://github.com/scipy/scipy/pull/17563>`__: DEP: stats: remove misspelt gilbrat distribution
> * `#17566 <https://github.com/scipy/scipy/pull/17566>`__: DOC: correct, update, and extend \`lobpcg\` docstring info and...
> * `#17567 <https://github.com/scipy/scipy/pull/17567>`__: MAINT: Update gitpod setup
> * `#17573 <https://github.com/scipy/scipy/pull/17573>`__: DOC: Update testing documentation to dev.py
> * `#17574 <https://github.com/scipy/scipy/pull/17574>`__: MAINT: clean up \`NPY_OLD\` usage in Cython code and build files
> * `#17581 <https://github.com/scipy/scipy/pull/17581>`__: DOC fix trivial typo in description of loggamma in _add_newdocs.py
> * `#17585 <https://github.com/scipy/scipy/pull/17585>`__: ENH: Von Mises distribution fit
> * `#17587 <https://github.com/scipy/scipy/pull/17587>`__: BUG: stats: Avoid overflow/underflow issues in loggamma _cdf,...
> * `#17589 <https://github.com/scipy/scipy/pull/17589>`__: BUG: FutureWarning in distance_transform_cdt
> * `#17590 <https://github.com/scipy/scipy/pull/17590>`__: DEP: raise on >1-dim inputs for optimize.minimize
> * `#17595 <https://github.com/scipy/scipy/pull/17595>`__: DOC: optimize.line_search: note that \`pk\` must be a descent...
> * `#17597 <https://github.com/scipy/scipy/pull/17597>`__: DOC: Add Legacy directive
> * `#17603 <https://github.com/scipy/scipy/pull/17603>`__: DEP: remove spatial.distance.kulsinski
> * `#17605 <https://github.com/scipy/scipy/pull/17605>`__: DOC: example of epidemic model with LHS
> * `#17608 <https://github.com/scipy/scipy/pull/17608>`__: DOC: curve_fit - clarify fvec output
> * `#17610 <https://github.com/scipy/scipy/pull/17610>`__: DOC: add example to chi2_contingency
> * `#17613 <https://github.com/scipy/scipy/pull/17613>`__: DOC: curve_fit, include sigma
> * `#17615 <https://github.com/scipy/scipy/pull/17615>`__: MAINT: scipy.optimize.root: fix error when both args and jac...
> * `#17616 <https://github.com/scipy/scipy/pull/17616>`__: MAINT: optimize.minimize: enhance \`callback\` for remaining...
> * `#17617 <https://github.com/scipy/scipy/pull/17617>`__: DEP: remove MaximumFlowResult.residual
> * `#17618 <https://github.com/scipy/scipy/pull/17618>`__: DOC: fix unicode in qmc example
> * `#17622 <https://github.com/scipy/scipy/pull/17622>`__: MAINT: optimize.root_scalar: raise when NaN is encountered
> * `#17624 <https://github.com/scipy/scipy/pull/17624>`__: ENH: add von Mises-Fisher distribution
> * `#17625 <https://github.com/scipy/scipy/pull/17625>`__: DOC: Examples for special functions related to the student t...
> * `#17626 <https://github.com/scipy/scipy/pull/17626>`__: DOC: improve docstrings of exp. scaled Bessel functions
> * `#17628 <https://github.com/scipy/scipy/pull/17628>`__: ENH: add Sobol' indices
> * `#17629 <https://github.com/scipy/scipy/pull/17629>`__: DOC: stats: example treatment odd_ratio
> * `#17637 <https://github.com/scipy/scipy/pull/17637>`__: DEP: switch default of special.comb to legacy=False
> * `#17643 <https://github.com/scipy/scipy/pull/17643>`__: TST: interpolate/rgi: Add tests for descending ordered points
> * `#17649 <https://github.com/scipy/scipy/pull/17649>`__: fix documentation lines
> * `#17651 <https://github.com/scipy/scipy/pull/17651>`__: Update _svds.py removing no longer necessary QR for LOBPCG output
> * `#17654 <https://github.com/scipy/scipy/pull/17654>`__: MAINT:interpolate:Add .c file to .gitignore
> * `#17655 <https://github.com/scipy/scipy/pull/17655>`__: DEV: add check for misnamed tests
> * `#17657 <https://github.com/scipy/scipy/pull/17657>`__: DEV: streamline OpenBLAS handling on Win machine
> * `#17660 <https://github.com/scipy/scipy/pull/17660>`__: MAINT: optimize.newton: converged=False when secant has zero...
> * `#17663 <https://github.com/scipy/scipy/pull/17663>`__: DOC: optimize.curve_fit: example output may vary
> * `#17664 <https://github.com/scipy/scipy/pull/17664>`__: MAINT: optimize.root_scalar: fix underflow sign check bug
> * `#17665 <https://github.com/scipy/scipy/pull/17665>`__: DOC: mention inaccuracy of curve_fit result \`pcov\`
> * `#17666 <https://github.com/scipy/scipy/pull/17666>`__: DOC: optimize.root_scalar: harmonize documentation and implementation...
> * `#17668 <https://github.com/scipy/scipy/pull/17668>`__: ENH: stats.loguniform: reformulate methods to avoid overflow
> * `#17669 <https://github.com/scipy/scipy/pull/17669>`__: MAINT: optimize.newton: avoid error with complex \`x0\`
> * `#17674 <https://github.com/scipy/scipy/pull/17674>`__: DOC: optimize: add tutorial example of passing kwargs to callable
> * `#17675 <https://github.com/scipy/scipy/pull/17675>`__: ENH: update lobpcg.py
> * `#17676 <https://github.com/scipy/scipy/pull/17676>`__: BUG: correctly handle array-like types in scipy.io.savemat
> * `#17678 <https://github.com/scipy/scipy/pull/17678>`__: DOC: optimize: show how memoization avoids duplicating work
> * `#17679 <https://github.com/scipy/scipy/pull/17679>`__: ENH: optimize.minimize: add bound constraints to COBYLA
> * `#17680 <https://github.com/scipy/scipy/pull/17680>`__: DOC: examples for special functions related to neg. binomial...
> * `#17682 <https://github.com/scipy/scipy/pull/17682>`__: DOC: add real example for \`stats.chisquare\`
> * `#17684 <https://github.com/scipy/scipy/pull/17684>`__: ENH: support \`Bounds\` class in lsq_linear
> * `#17685 <https://github.com/scipy/scipy/pull/17685>`__: ENH: stats: Implement _sf for the foldnorm distribution.
> * `#17687 <https://github.com/scipy/scipy/pull/17687>`__: MAINT: optimize.toms748: correct "rtol too small" message
> * `#17688 <https://github.com/scipy/scipy/pull/17688>`__: MAINT: optimize.curve_fit: memoize \`f\` and \`jac\`
> * `#17691 <https://github.com/scipy/scipy/pull/17691>`__: ENH: optimize.root_scalar: allow newton without f', secant without...
> * `#17692 <https://github.com/scipy/scipy/pull/17692>`__: MAINT: optimize.minimize_scalar: enforce output shape consistency
> * `#17693 <https://github.com/scipy/scipy/pull/17693>`__: DOC: pointbiserialr correlation formula notation fix.
> * `#17694 <https://github.com/scipy/scipy/pull/17694>`__: ENH: stats: Implement _sf and _isf for halfcauchy; _sf for foldcauchy
> * `#17698 <https://github.com/scipy/scipy/pull/17698>`__: MAINT: implicit float conversion in rgi test
> * `#17700 <https://github.com/scipy/scipy/pull/17700>`__: ENH: Inverse wishart entropy
> * `#17701 <https://github.com/scipy/scipy/pull/17701>`__: DOC: stats: Fix a reference for the genexpon distribution.
> * `#17702 <https://github.com/scipy/scipy/pull/17702>`__: DOC: stats: complete references and links for descriptive stats
> * `#17704 <https://github.com/scipy/scipy/pull/17704>`__: MAINT: optimize.bracket: don't fail silently
> * `#17705 <https://github.com/scipy/scipy/pull/17705>`__: DOC: optimize.minimize_scalar and friends: correct documentation...
> * `#17707 <https://github.com/scipy/scipy/pull/17707>`__: DOC: add acetazolamide example to \`stats.fisher_exact\`
> * `#17708 <https://github.com/scipy/scipy/pull/17708>`__: ENH: stats: Implement _ppf and _isf for genexpon.
> * `#17709 <https://github.com/scipy/scipy/pull/17709>`__: MAINT: update copyright date
> * `#17711 <https://github.com/scipy/scipy/pull/17711>`__: MAINT: forward port 1.10.0 relnotes
> * `#17714 <https://github.com/scipy/scipy/pull/17714>`__: ENH: Provide public API for fast DisjointSet subset size.
> * `#17724 <https://github.com/scipy/scipy/pull/17724>`__: DOC: spatial: Several updates:
> * `#17729 <https://github.com/scipy/scipy/pull/17729>`__: STY: fix unicode error
> * `#17730 <https://github.com/scipy/scipy/pull/17730>`__: MAINT: rotate CircleCI ssh key
> * `#17732 <https://github.com/scipy/scipy/pull/17732>`__: MAINT: optimize.toms748: don't do newton after secant interpolation
> * `#17742 <https://github.com/scipy/scipy/pull/17742>`__: ENH: override _entropy for beta, chi and chi2 distributions
> * `#17747 <https://github.com/scipy/scipy/pull/17747>`__: DOC: stats.jarque_bera: add semi-realistic example
> * `#17750 <https://github.com/scipy/scipy/pull/17750>`__: ENH: Support multinomial distributions with n=0 trials.
> * `#17758 <https://github.com/scipy/scipy/pull/17758>`__: ENH: analytical formula for f distribution entropy
> * `#17759 <https://github.com/scipy/scipy/pull/17759>`__: DOC: stats.skewtest: add semi-realistic example
> * `#17762 <https://github.com/scipy/scipy/pull/17762>`__: DOC: remove space between directive name and double colon ``::``
> * `#17763 <https://github.com/scipy/scipy/pull/17763>`__: DOC: single -> double colon for directive.
> * `#17764 <https://github.com/scipy/scipy/pull/17764>`__: ENH: entropy for matrix normal distribution
> * `#17765 <https://github.com/scipy/scipy/pull/17765>`__: DOC: stats: additional normality test examples
> * `#17767 <https://github.com/scipy/scipy/pull/17767>`__: DOC: stats: reorganize hypothesis tests in main page
> * `#17768 <https://github.com/scipy/scipy/pull/17768>`__: TST: special: fix incorrectly named tests
> * `#17769 <https://github.com/scipy/scipy/pull/17769>`__: DOC/BUG: add missing entropy methods in docstrings
> * `#17770 <https://github.com/scipy/scipy/pull/17770>`__: TST: stats: fixed misnamed tests
> * `#17772 <https://github.com/scipy/scipy/pull/17772>`__: MAINT: remove unused test utility functions
> * `#17773 <https://github.com/scipy/scipy/pull/17773>`__: DOC: stats: add realistic examples to correlation tests
> * `#17778 <https://github.com/scipy/scipy/pull/17778>`__: DOC: stats: add realistic examples to variance tests
> * `#17780 <https://github.com/scipy/scipy/pull/17780>`__: MAINT: optimize.minimize: fix new callback interface when parameter...
> * `#17784 <https://github.com/scipy/scipy/pull/17784>`__: DOC: linalg: fix docstring of \`linalg.sqrtm\`
> * `#17786 <https://github.com/scipy/scipy/pull/17786>`__: DOC: examples for ndtr, ndtri
> * `#17791 <https://github.com/scipy/scipy/pull/17791>`__: DEP: remove maxiter kwarg in _minimize_tnc
> * `#17793 <https://github.com/scipy/scipy/pull/17793>`__: MAINT: remove divide by zero in differential_evolution
> * `#17794 <https://github.com/scipy/scipy/pull/17794>`__: TST: Added test suite for dgamma distribution
> * `#17812 <https://github.com/scipy/scipy/pull/17812>`__: MAINT: add (optional) pre-commit hook
> * `#17813 <https://github.com/scipy/scipy/pull/17813>`__: MAINT: integrate.qmc_quad: re-introduce qmc_quad
> * `#17816 <https://github.com/scipy/scipy/pull/17816>`__: MAINT: allow typed method in \`stats.sobol_indices\`
> * `#17817 <https://github.com/scipy/scipy/pull/17817>`__: MAINT: remove unused args parameter from \`qmc_quad\`
> * `#17818 <https://github.com/scipy/scipy/pull/17818>`__: BUG/ENH: stats: several updates for dgamma.
> * `#17820 <https://github.com/scipy/scipy/pull/17820>`__: DOC/BUG: plot \`ndtri\` only where it is defined
> * `#17824 <https://github.com/scipy/scipy/pull/17824>`__: ENH: analytical entropy for invgauss distribution
> * `#17825 <https://github.com/scipy/scipy/pull/17825>`__: DOC: optimize: change term zero to root
> * `#17829 <https://github.com/scipy/scipy/pull/17829>`__: DOC: stats: document RNG behavior when distribution is deepcopied
> * `#17830 <https://github.com/scipy/scipy/pull/17830>`__: MAINT: stats._axis_nan_policy: raise appropriate TypeErrors
> * `#17834 <https://github.com/scipy/scipy/pull/17834>`__: MAINT: improve accuracy of betaprime cdf in scipy.stats
> * `#17835 <https://github.com/scipy/scipy/pull/17835>`__: DOC: integrate: document limitation of numerical integration
> * `#17836 <https://github.com/scipy/scipy/pull/17836>`__: DOC: integrate.solve_ivp: clarify impact of parameter \`vectorized\`
> * `#17837 <https://github.com/scipy/scipy/pull/17837>`__: DEP: integrate.nquad: deprecate parameter \`full_output\`
> * `#17838 <https://github.com/scipy/scipy/pull/17838>`__: DOC: integrate.quad: behavior is not guaranteed for divergent...
> * `#17841 <https://github.com/scipy/scipy/pull/17841>`__: DOC: linalg: expand pinv example
> * `#17842 <https://github.com/scipy/scipy/pull/17842>`__: DOC, MAINT: Add issue template for Documentation issues
> * `#17848 <https://github.com/scipy/scipy/pull/17848>`__: ENH: implement _sf and _isf for powernorm distribution
> * `#17849 <https://github.com/scipy/scipy/pull/17849>`__: ENH: special: Add the function _scaled_exp1
> * `#17852 <https://github.com/scipy/scipy/pull/17852>`__: MAINT: optimize: improve \`optimize.curve_fit\` doc and error...
> * `#17853 <https://github.com/scipy/scipy/pull/17853>`__: DOC: integrate.dblquad/tplquad: update result descriptions
> * `#17857 <https://github.com/scipy/scipy/pull/17857>`__: MAINT: analytical formula for genlogistic entropy
> * `#17865 <https://github.com/scipy/scipy/pull/17865>`__: MAINT: stats: fix recent CI and other issues
> * `#17867 <https://github.com/scipy/scipy/pull/17867>`__: DOC: note on negative variables for linprog
> * `#17868 <https://github.com/scipy/scipy/pull/17868>`__: ENH: add analytical formula for Nakagami distribution entropy
> * `#17873 <https://github.com/scipy/scipy/pull/17873>`__: ENH: Added analytical formula for dgamma distribution entropy...
> * `#17874 <https://github.com/scipy/scipy/pull/17874>`__: ENH: Added analytical formula for truncnorm entropy (#17748)
> * `#17876 <https://github.com/scipy/scipy/pull/17876>`__: DOC: remove hidden stats sections from sidebar/toctree
> * `#17878 <https://github.com/scipy/scipy/pull/17878>`__: Lint everything
> * `#17879 <https://github.com/scipy/scipy/pull/17879>`__: DOC: add docs for the main namespace
> * `#17881 <https://github.com/scipy/scipy/pull/17881>`__: BUG: Fix handling on user-supplied filters in \`signal.decimate\`
> * `#17882 <https://github.com/scipy/scipy/pull/17882>`__: BLD: fix Meson build warnings about multiple targets
> * `#17883 <https://github.com/scipy/scipy/pull/17883>`__: DOC: Clarified the meaning of optional arguments in optimize.leastsq
> * `#17886 <https://github.com/scipy/scipy/pull/17886>`__: ENH: Warn about missing boundary when NOLA condition failed in...
> * `#17889 <https://github.com/scipy/scipy/pull/17889>`__: DOC: Cleanup development guide
> * `#17892 <https://github.com/scipy/scipy/pull/17892>`__: MAINT: stats: Post-"lint everything" clean up in stats.
> * `#17894 <https://github.com/scipy/scipy/pull/17894>`__: MAINT: update .gitignore with meson and linter
> * `#17895 <https://github.com/scipy/scipy/pull/17895>`__: DOC: config info in issue template
> * `#17897 <https://github.com/scipy/scipy/pull/17897>`__: MAINT: Update the "lint everything" SHA in .git-blame-ignore-revs
> * `#17898 <https://github.com/scipy/scipy/pull/17898>`__: DOC: remove hidden submodules from sidebar
> * `#17899 <https://github.com/scipy/scipy/pull/17899>`__: MAINT: use conda for linters
> * `#17900 <https://github.com/scipy/scipy/pull/17900>`__: Re-implement pre-commit hook in Python
> * `#17906 <https://github.com/scipy/scipy/pull/17906>`__: DOC: interpolate: add a note against using triangulation based...
> * `#17907 <https://github.com/scipy/scipy/pull/17907>`__: DOC: stats.wilcoxon: warn about roundoff errors in x-y
> * `#17908 <https://github.com/scipy/scipy/pull/17908>`__: ENH: powerlognormal distribution improvements
> * `#17909 <https://github.com/scipy/scipy/pull/17909>`__: ENH: improve accuracy of betaprime ppf in scipy.stats
> * `#17915 <https://github.com/scipy/scipy/pull/17915>`__: DOC: Add warning to butter function docstring
> * `#17921 <https://github.com/scipy/scipy/pull/17921>`__: CI: clean conda index upon cache invalidation
> * `#17922 <https://github.com/scipy/scipy/pull/17922>`__: DOC: corrected doc of bilinear discretization of lti
> * `#17929 <https://github.com/scipy/scipy/pull/17929>`__: ENH: stats.nakagami.entropy: improve formulation
> * `#17930 <https://github.com/scipy/scipy/pull/17930>`__: ENH: use asymptotic expansions for entropy of \`genlogistic\`...
> * `#17937 <https://github.com/scipy/scipy/pull/17937>`__: DOC: Update pip + venv instructions in the contributor documentation...
> * `#17939 <https://github.com/scipy/scipy/pull/17939>`__: DOC: ttest_ind_from_stats: discuss negative stdev
> * `#17943 <https://github.com/scipy/scipy/pull/17943>`__: ENH: early exit random-cd optimization in 1D
> * `#17944 <https://github.com/scipy/scipy/pull/17944>`__: pre-commit should fail when fixes are made by Ruff
> * `#17945 <https://github.com/scipy/scipy/pull/17945>`__: DOC: remove seed in HTML only
> * `#17946 <https://github.com/scipy/scipy/pull/17946>`__: ENH: Maxwell distribution \`sf\`/\`isf\` override
> * `#17947 <https://github.com/scipy/scipy/pull/17947>`__: TST: Update list of modules for import cycle checks
> * `#17948 <https://github.com/scipy/scipy/pull/17948>`__: STY: fix only staged files.
> * `#17949 <https://github.com/scipy/scipy/pull/17949>`__: ENH: stats.dirichlet_multinomial: vectorize implementation
> * `#17950 <https://github.com/scipy/scipy/pull/17950>`__: MAINT: bump OpenBLAS version, bump macOS image used in GHA
> * `#17956 <https://github.com/scipy/scipy/pull/17956>`__: MAINT: optimize.dual_annealing: fix callable jac with args
> * `#17959 <https://github.com/scipy/scipy/pull/17959>`__: MAINT: update supported versions of Python and NumPy to follow...
> * `#17961 <https://github.com/scipy/scipy/pull/17961>`__: ENH: optimize.linprog: pass unrecognized options to HiGHS verbatim
> * `#17964 <https://github.com/scipy/scipy/pull/17964>`__: DEP: integrate.quad_vec: deprecate parameter full_output
> * `#17967 <https://github.com/scipy/scipy/pull/17967>`__: MAINT: Fully qualify std::move invocations to fix clang -Wunqualified-std-cast-call
> * `#17971 <https://github.com/scipy/scipy/pull/17971>`__: ENH: stats: add axis tuple and nan_policy to \`sem\` and \`iqr\`
> * `#17975 <https://github.com/scipy/scipy/pull/17975>`__: BUG: Update test_lobpcg.py
> * `#17976 <https://github.com/scipy/scipy/pull/17976>`__: DOC/MAINT: simplify release entries
> * `#17980 <https://github.com/scipy/scipy/pull/17980>`__: FIX: CI: avoid passing Cython files to ruff
> * `#17982 <https://github.com/scipy/scipy/pull/17982>`__: MAINT: add release entries move to blame ignore
> * `#17987 <https://github.com/scipy/scipy/pull/17987>`__: DOC: move .rst.txt to source and cleaning around generating doc
> * `#17989 <https://github.com/scipy/scipy/pull/17989>`__: MAINT: sparse.linalg: remove unused __main__ code
> * `#17990 <https://github.com/scipy/scipy/pull/17990>`__: BLD: make musllinux wheels for nightly
> * `#17998 <https://github.com/scipy/scipy/pull/17998>`__: ENH: optimize.RootResults: make \`RootResults\` an \`OptimizeResult\`
> * `#18000 <https://github.com/scipy/scipy/pull/18000>`__: DOC: stats, interpolate: Fix some minor docstring issues.
> * `#18002 <https://github.com/scipy/scipy/pull/18002>`__: ENH: override halflogistic \`sf\` and \`isf\`
> * `#18003 <https://github.com/scipy/scipy/pull/18003>`__: ENH: improve halfnorm CDF precision
> * `#18006 <https://github.com/scipy/scipy/pull/18006>`__: BLD: use a relative path to numpy include and library directories
> * `#18008 <https://github.com/scipy/scipy/pull/18008>`__: MAINT: forward port 1.10.1 relnotes
> * `#18013 <https://github.com/scipy/scipy/pull/18013>`__: MAINT: stats.vonmises.fit: maintain backward compatibility
> * `#18015 <https://github.com/scipy/scipy/pull/18015>`__: TST: optimize.root_scalar: refactor tests and add Chandrupatla...
> * `#18016 <https://github.com/scipy/scipy/pull/18016>`__: Add axes argument to ndimage filters
> * `#18018 <https://github.com/scipy/scipy/pull/18018>`__: DOC: Add an example showing how to plot Rotations to the docs
> * `#18019 <https://github.com/scipy/scipy/pull/18019>`__: add tests for \`trimmed_var\` and \`trimmed_std\` in \`stats.mstats\`
> * `#18020 <https://github.com/scipy/scipy/pull/18020>`__: TST: stats.mstats: add \`median_cihs\`/\`sen_seasonal_slopes\`...
> * `#18021 <https://github.com/scipy/scipy/pull/18021>`__: DEP: linalg: deprecate tri{,u,l}
> * `#18022 <https://github.com/scipy/scipy/pull/18022>`__: DOC: interpolate: link to the gist with the porting guide
> * `#18023 <https://github.com/scipy/scipy/pull/18023>`__: DOC: how to document examples using RNG and also self-contained...
> * `#18027 <https://github.com/scipy/scipy/pull/18027>`__: DOC: fix section title typo in interpolation tutorial
> * `#18028 <https://github.com/scipy/scipy/pull/18028>`__: DOC: fix underlying of title in extrapolate
> * `#18029 <https://github.com/scipy/scipy/pull/18029>`__: fix error from betabinom stats using only integers for a and...
> * `#18032 <https://github.com/scipy/scipy/pull/18032>`__: BLD: add NDEBUG flag for release builds
> * `#18034 <https://github.com/scipy/scipy/pull/18034>`__: BLD: avoid running \`run_command(py3, ...)\`, for better cross-compiling
> * `#18035 <https://github.com/scipy/scipy/pull/18035>`__: ENH: stats: add ecdf function
> * `#18036 <https://github.com/scipy/scipy/pull/18036>`__: BLD: build Windows wheel for py39 against numpy 1.22.3
> * `#18037 <https://github.com/scipy/scipy/pull/18037>`__: DOC/MAINT: fix source button
> * `#18040 <https://github.com/scipy/scipy/pull/18040>`__: DOC: Fix error in doc of _minimize_trustregion_exact
> * `#18043 <https://github.com/scipy/scipy/pull/18043>`__: MAINT: update GH bug template
> * `#18045 <https://github.com/scipy/scipy/pull/18045>`__: MAINT: update codeowners.
> * `#18047 <https://github.com/scipy/scipy/pull/18047>`__: DOC: Update scipy.spatial.distance.pdist docstring to match its...
> * `#18049 <https://github.com/scipy/scipy/pull/18049>`__: STY: Include Python.h before any other headers.
> * `#18050 <https://github.com/scipy/scipy/pull/18050>`__: MAINT: integrate.qmc_quad: correct behavior of parameter \`log\`
> * `#18052 <https://github.com/scipy/scipy/pull/18052>`__: BLD: use anaconda-client to upload wheels
> * `#18053 <https://github.com/scipy/scipy/pull/18053>`__: DOC fix expectile docstring - empirical CDF
> * `#18058 <https://github.com/scipy/scipy/pull/18058>`__: BLD: use meson-native dependency lookup for pybind11
> * `#18059 <https://github.com/scipy/scipy/pull/18059>`__: Johnson distributions \`sf\` and \`isf\` override
> * `#18060 <https://github.com/scipy/scipy/pull/18060>`__: MAINT: remove pavement
> * `#18061 <https://github.com/scipy/scipy/pull/18061>`__: ENH: implement array @ LinearOperator
> * `#18063 <https://github.com/scipy/scipy/pull/18063>`__: DOC: improve documentation for distance_transform_{cdt,edt}
> * `#18064 <https://github.com/scipy/scipy/pull/18064>`__: DOC: add examples in for xlogy
> * `#18066 <https://github.com/scipy/scipy/pull/18066>`__: TST: stats.nct: add test for crash with large nc
> * `#18068 <https://github.com/scipy/scipy/pull/18068>`__: TST: stats.ksone: loosen variance test tolerance
> * `#18070 <https://github.com/scipy/scipy/pull/18070>`__: Docstring: note on bivariate spline axis ordering
> * `#18072 <https://github.com/scipy/scipy/pull/18072>`__: DOC: Modifying t parameter documentation issue in splprep #17893
> * `#18073 <https://github.com/scipy/scipy/pull/18073>`__: MAINT: avoid non-recommended numpy functions and constants
> * `#18075 <https://github.com/scipy/scipy/pull/18075>`__: MAINT: update pooch deps
> * `#18076 <https://github.com/scipy/scipy/pull/18076>`__: DOC: fix docstring typo for \`kurtosis\` and whitespace in \`_continuous_distns\`
> * `#18077 <https://github.com/scipy/scipy/pull/18077>`__: BUG: Check for initial state finiteness
> * `#18081 <https://github.com/scipy/scipy/pull/18081>`__: ENH: allow single observation for equal variance in \`stats.ttest_ind\`
> * `#18082 <https://github.com/scipy/scipy/pull/18082>`__: DOC: add examples for xlog1py
> * `#18083 <https://github.com/scipy/scipy/pull/18083>`__: STY: fix mypy assignment.
> * `#18084 <https://github.com/scipy/scipy/pull/18084>`__: BUG: calculate VDC permutations at init of Halton
> * `#18092 <https://github.com/scipy/scipy/pull/18092>`__: ENH: stats.ecdf: support right-censored data
> * `#18094 <https://github.com/scipy/scipy/pull/18094>`__: ENH: improve entropy calculation of chi distribution using asymptotic...
> * `#18095 <https://github.com/scipy/scipy/pull/18095>`__: ENH: asymptotic expansion for gamma distribution entropy
> * `#18096 <https://github.com/scipy/scipy/pull/18096>`__: MAINT: stats.johnsonsu: override _stats
> * `#18098 <https://github.com/scipy/scipy/pull/18098>`__: ENH: increase available range of Gompertz entropy using scaled_exp1
> * `#18101 <https://github.com/scipy/scipy/pull/18101>`__: DOC: adding references to the UnivariateSpline docstring #17828
> * `#18102 <https://github.com/scipy/scipy/pull/18102>`__: ENH: stats.goodness_of_fit: add Filliben's test
> * `#18104 <https://github.com/scipy/scipy/pull/18104>`__: BUG: enable matlab nested arrs
> * `#18107 <https://github.com/scipy/scipy/pull/18107>`__: ENH: add Dunnett's test
> * `#18112 <https://github.com/scipy/scipy/pull/18112>`__: FIX: reset semantic in \`QMCEngine.reset\`
> * `#18120 <https://github.com/scipy/scipy/pull/18120>`__: Correct the comments about \` fmin_powell\` in \`scipy/optimize\`
> * `#18122 <https://github.com/scipy/scipy/pull/18122>`__: ENH: Added asymptotic expansion for invgamma entropy (#18093)
> * `#18127 <https://github.com/scipy/scipy/pull/18127>`__: MAINT: cleanup inconsistencies in _continous_dists
> * `#18128 <https://github.com/scipy/scipy/pull/18128>`__: MAINT: add test against generic fit method for vonmises distribution
> * `#18129 <https://github.com/scipy/scipy/pull/18129>`__: TST: stats.rv_continuous.fit: use \`nnlf\` instead of \`_reduce_func\`...
> * `#18130 <https://github.com/scipy/scipy/pull/18130>`__: Some doc updates and small code tweaks.
> * `#18131 <https://github.com/scipy/scipy/pull/18131>`__: ENH: Added asymptotic expansion for gengamma entropy
> * `#18134 <https://github.com/scipy/scipy/pull/18134>`__: ENH: stats: Improve _cdf and implement _sf for genhyperbolic
> * `#18135 <https://github.com/scipy/scipy/pull/18135>`__: Added asymptotic expansion for t entropy (#18093)
> * `#18136 <https://github.com/scipy/scipy/pull/18136>`__: ENH: stats.ecdf: add \`confidence_interval\` methods
> * `#18137 <https://github.com/scipy/scipy/pull/18137>`__: Bugfix for somersd where an integer overflow could occur
> * `#18138 <https://github.com/scipy/scipy/pull/18138>`__: ENH: improve precision of genlogistic methods
> * `#18144 <https://github.com/scipy/scipy/pull/18144>`__: DOC: Add doc examples for friedmanchisquare
> * `#18145 <https://github.com/scipy/scipy/pull/18145>`__: BLD: emit a warning when building from source on 32-bit Windows
> * `#18149 <https://github.com/scipy/scipy/pull/18149>`__: TST: fix issue with inaccurate \`cython_blas\` tests
> * `#18150 <https://github.com/scipy/scipy/pull/18150>`__: ENH: add CI and str to Dunnett's test
> * `#18152 <https://github.com/scipy/scipy/pull/18152>`__: ENH: stats.moment: enable non-central moment calculation
> * `#18157 <https://github.com/scipy/scipy/pull/18157>`__: CI: fix pre-release job that is failing on Cython 3.0b1
> * `#18158 <https://github.com/scipy/scipy/pull/18158>`__: DOC:stats: Fix levy and levy_l descriptions
> * `#18160 <https://github.com/scipy/scipy/pull/18160>`__: BUG: Wrong status returned by _check_result. See #18106. optimize
> * `#18162 <https://github.com/scipy/scipy/pull/18162>`__: ENH: Dweibull entropy
> * `#18168 <https://github.com/scipy/scipy/pull/18168>`__: TST: spatial: skip failing test to make CI green again
> * `#18172 <https://github.com/scipy/scipy/pull/18172>`__: MAINT: optimize.root_scalar: return gracefully when callable...
> * `#18173 <https://github.com/scipy/scipy/pull/18173>`__: DOC: update links for ARPACK to point to ARPACK-NG
> * `#18174 <https://github.com/scipy/scipy/pull/18174>`__: DOC: cite pip issue about multiple \`--config-settings\`
> * `#18178 <https://github.com/scipy/scipy/pull/18178>`__: ENH: Added \`_sf\` method for anglit distribution (#17832)
> * `#18181 <https://github.com/scipy/scipy/pull/18181>`__: DOC: wheel build infra updates
> * `#18187 <https://github.com/scipy/scipy/pull/18187>`__: MAINT: stats.ecdf: store number at risk just before events
> * `#18188 <https://github.com/scipy/scipy/pull/18188>`__: BUG: interpolate: add x-y length validation for \`make_smoothing_spline\`.
> * `#18189 <https://github.com/scipy/scipy/pull/18189>`__: DOC: Fix for side bar rendering on top of text issue
> * `#18190 <https://github.com/scipy/scipy/pull/18190>`__: ENH: fix vonmises fit for bad guess of location parameter
> * `#18193 <https://github.com/scipy/scipy/pull/18193>`__: MAINT: stats.kendalltau: avoid overflow
> * `#18195 <https://github.com/scipy/scipy/pull/18195>`__: MAINT: interpolate: remove duplicated FITPACK interface _fitpack._spl_.
> * `#18196 <https://github.com/scipy/scipy/pull/18196>`__: ENH: add Log rank for survival analysis
> * `#18199 <https://github.com/scipy/scipy/pull/18199>`__: BUG: throw ValueError for mismatched w dimensions and test for...
> * `#18200 <https://github.com/scipy/scipy/pull/18200>`__: TST: stats: Move genexpon from xslow to slow fit test sets.
> * `#18204 <https://github.com/scipy/scipy/pull/18204>`__: MAINT/TST: fix \`Slerp\` typing and better iv in \`Rotation\`
> * `#18207 <https://github.com/scipy/scipy/pull/18207>`__: ENH: improve precision of folded normal distribution cdf
> * `#18209 <https://github.com/scipy/scipy/pull/18209>`__: ENH: improve integrate.simpson for even number of points
> * `#18210 <https://github.com/scipy/scipy/pull/18210>`__: ENH: stats.ttest_ind: add degrees of freedom and confidence interval
> * `#18212 <https://github.com/scipy/scipy/pull/18212>`__: ENH: stats.ecdf: add \`evaluate\` and \`plot\` methods; restructure...
> * `#18215 <https://github.com/scipy/scipy/pull/18215>`__: DOC: stats: describe attributes of \`DunnettResult\`
> * `#18216 <https://github.com/scipy/scipy/pull/18216>`__: MAINT: replace use of make_dataclass with explicit dataclasses
> * `#18217 <https://github.com/scipy/scipy/pull/18217>`__: MAINT: stats: consistently return NumPy numbers
> * `#18221 <https://github.com/scipy/scipy/pull/18221>`__: DOC: add guidance on how to make a dataclass for result objects
> * `#18222 <https://github.com/scipy/scipy/pull/18222>`__: MAINT: stats.TTestResult: fix NaN bug in ttest confidence intervals
> * `#18225 <https://github.com/scipy/scipy/pull/18225>`__: ENH:MAINT:linalg det in Cython and with nDarray support
> * `#18227 <https://github.com/scipy/scipy/pull/18227>`__: ENH: stats: resampling methods configuration classes and example...
> * `#18228 <https://github.com/scipy/scipy/pull/18228>`__: ENH: stats.geometric.entropy: implement analytical formula
> * `#18229 <https://github.com/scipy/scipy/pull/18229>`__: ENH: stats.bootstrap: add one-sided confidence intervals
> * `#18230 <https://github.com/scipy/scipy/pull/18230>`__: BUG: nan segfault in KDTree, reject non-finite input
> * `#18231 <https://github.com/scipy/scipy/pull/18231>`__: ENH: stats.monte_carlo_test: add support for multi-sample statistics
> * `#18232 <https://github.com/scipy/scipy/pull/18232>`__: ENH: override dweibull distribution survival and inverse survival...
> * `#18237 <https://github.com/scipy/scipy/pull/18237>`__: MAINT: update typing of Rotation
> * `#18238 <https://github.com/scipy/scipy/pull/18238>`__: MAINT:optimize: shgo assorted fixes
> * `#18240 <https://github.com/scipy/scipy/pull/18240>`__: fix typo
> * `#18241 <https://github.com/scipy/scipy/pull/18241>`__: MAINT: remove Gitpod in favour of GitHub CodeSpaces
> * `#18242 <https://github.com/scipy/scipy/pull/18242>`__: MAINT: Allow scipy to be compiled in cython3
> * `#18243 <https://github.com/scipy/scipy/pull/18243>`__: TST: stats.dunnett: fix seed in test_shapes
> * `#18245 <https://github.com/scipy/scipy/pull/18245>`__: DOC: remove content related to \`setup.py\` usage from the docs
> * `#18246 <https://github.com/scipy/scipy/pull/18246>`__: ci: touch up wheel build action
> * `#18247 <https://github.com/scipy/scipy/pull/18247>`__: BLD: Add const to Cython signatures for BLAS/LAPACK
> * `#18248 <https://github.com/scipy/scipy/pull/18248>`__: BLD: implement version check for minimum Cython version
> * `#18251 <https://github.com/scipy/scipy/pull/18251>`__: DOC: orthogonal_procrustes fix date of reference paper and DOI
> * `#18257 <https://github.com/scipy/scipy/pull/18257>`__: BLD: fix missing build dependency on cython signature .txt files
> * `#18258 <https://github.com/scipy/scipy/pull/18258>`__: DOC: fix link in release notes v1.7
> * `#18261 <https://github.com/scipy/scipy/pull/18261>`__: Add axes support to uniform_filter, minimum_filter, maximum_filter
> * `#18263 <https://github.com/scipy/scipy/pull/18263>`__: BUG: some tweaks to PROPACK f2py wrapper and build flags
> * `#18264 <https://github.com/scipy/scipy/pull/18264>`__: MAINT: remove \`from numpy.math cimport\` usages, update \`npy_blas.h\`
> * `#18266 <https://github.com/scipy/scipy/pull/18266>`__: MAINT: Explicitly mark \`cdef\` functions not raising exception...
> * `#18269 <https://github.com/scipy/scipy/pull/18269>`__: ENH: stats: Implement _sf and _isf for exponweib.
> * `#18270 <https://github.com/scipy/scipy/pull/18270>`__: CI: test meson-python from its main branch in one CI job
> * `#18275 <https://github.com/scipy/scipy/pull/18275>`__: TST: stats: infrastructure for generation of distribution function...
> * `#18276 <https://github.com/scipy/scipy/pull/18276>`__: MAINT: stats.betaprime: avoid spurious warnings in \`fit\`, \`stats\`
> * `#18280 <https://github.com/scipy/scipy/pull/18280>`__: DOC: spatial.distance: update formula for {s,sq}euclidean
> * `#18281 <https://github.com/scipy/scipy/pull/18281>`__: BLD: Enable incompatible pointer types warnings
> * `#18284 <https://github.com/scipy/scipy/pull/18284>`__: DOC: improved gmres doc on preconditioning (scipy.sparse.linalg)
> * `#18285 <https://github.com/scipy/scipy/pull/18285>`__: MAINT: Remove codecov
> * `#18287 <https://github.com/scipy/scipy/pull/18287>`__: DOC: \`distance_transform_bf\` example
> * `#18288 <https://github.com/scipy/scipy/pull/18288>`__: TST: stats.ortho_group: improve determinant distribution test
> * `#18289 <https://github.com/scipy/scipy/pull/18289>`__: MAINT: mmread allow leading whitespace
> * `#18290 <https://github.com/scipy/scipy/pull/18290>`__: DEP: stats.mode: raise with non-numeric input
> * `#18291 <https://github.com/scipy/scipy/pull/18291>`__: TST: stats._axis_nan_policy: add test that decorated function...
> * `#18292 <https://github.com/scipy/scipy/pull/18292>`__: CI: add CircleCI API token to fix html preview link
> * `#18293 <https://github.com/scipy/scipy/pull/18293>`__: BUG: fix for incompatible pointer warning from stats._rcond #18282
> * `#18294 <https://github.com/scipy/scipy/pull/18294>`__: CI: remove \`setup.py\` based jobs from GitHub Actions and run...
> * `#18297 <https://github.com/scipy/scipy/pull/18297>`__: MAINT: linalg.solve_discrete_are: fix typo in error message
> * `#18299 <https://github.com/scipy/scipy/pull/18299>`__: DOC: interpolate: add see also references for data on regular...
> * `#18301 <https://github.com/scipy/scipy/pull/18301>`__: CI: remove \`runtests.py\` and related scripts/files
> * `#18303 <https://github.com/scipy/scipy/pull/18303>`__: DOC: css adjustment in dark mode and hidden toctree in dev section
> * `#18304 <https://github.com/scipy/scipy/pull/18304>`__: MAINT: update boost_math
> * `#18305 <https://github.com/scipy/scipy/pull/18305>`__: ENH: ndimage: add axes argument to rank_filter, percentile_filter,...
> * `#18307 <https://github.com/scipy/scipy/pull/18307>`__: DOC: add cdf under methods for multivariate t distribution
> * `#18311 <https://github.com/scipy/scipy/pull/18311>`__: CI: move lint job from Azure to GHA
> * `#18312 <https://github.com/scipy/scipy/pull/18312>`__: CI: move gcc-8 test to GHA
> * `#18313 <https://github.com/scipy/scipy/pull/18313>`__: CI: remove asv from AzureCI
> * `#18314 <https://github.com/scipy/scipy/pull/18314>`__: CI: remove scikit-umfpack/sparse from Azure testing
> * `#18315 <https://github.com/scipy/scipy/pull/18315>`__: CI: remove coverage jobs
> * `#18318 <https://github.com/scipy/scipy/pull/18318>`__: MAINT: Mark function pointer ctypedefs as noexcept
> * `#18320 <https://github.com/scipy/scipy/pull/18320>`__: CI: migrate ref guide-check to CircleCI
> * `#18321 <https://github.com/scipy/scipy/pull/18321>`__: Revert "ENH: stats.anderson_ksamp: add permutation version of...
> * `#18323 <https://github.com/scipy/scipy/pull/18323>`__: ENH: increase available range of vonmises \`fit\`
> * `#18324 <https://github.com/scipy/scipy/pull/18324>`__: ENH: add \`entropy\` method for multivariate t distribution
> * `#18325 <https://github.com/scipy/scipy/pull/18325>`__: CI: move Azure cp39/full/win job to GHA
> * `#18327 <https://github.com/scipy/scipy/pull/18327>`__: MAINT: optimize.milp: improve behavior for unexpected sparse...
> * `#18328 <https://github.com/scipy/scipy/pull/18328>`__: MAINT: stats.shapiro: override p-value when len(x)==3
> * `#18330 <https://github.com/scipy/scipy/pull/18330>`__: BLD: avoid build warnings on Windows, bump pybind11 and meson...
> * `#18332 <https://github.com/scipy/scipy/pull/18332>`__: TST: fix minor tolerance issue for \`stats.multivariate_t\` test
> * `#18333 <https://github.com/scipy/scipy/pull/18333>`__: CI: windows cp311 use-pythran=false full, sdist GHA
> * `#18337 <https://github.com/scipy/scipy/pull/18337>`__: MAINT: update boost_math
> * `#18339 <https://github.com/scipy/scipy/pull/18339>`__: TST: optimize: fix test_milp_timeout
> * `#18340 <https://github.com/scipy/scipy/pull/18340>`__: DOC: interpolate: declare Rbf legacy
> * `#18341 <https://github.com/scipy/scipy/pull/18341>`__: DEP: signal: deprecate using medfilt and order_filter with float128...
> * `#18342 <https://github.com/scipy/scipy/pull/18342>`__: TST: stats.mstats.median_cihs: strengthen test
> * `#18343 <https://github.com/scipy/scipy/pull/18343>`__: MAINT: use math.prod (python >= 3.8)
> * `#18344 <https://github.com/scipy/scipy/pull/18344>`__: MAINT: Set cython compiler directive cpow to True
> * `#18345 <https://github.com/scipy/scipy/pull/18345>`__: DEV: work around pathlib bug affecting dev.py for Python 3.9...
> * `#18349 <https://github.com/scipy/scipy/pull/18349>`__: MAINT: stats.dgamma.entropy: avoid deprecated NumPy usage and...
> * `#18350 <https://github.com/scipy/scipy/pull/18350>`__: TST: use np not math for functions to avoid conversion of ndim>0...
> * `#18351 <https://github.com/scipy/scipy/pull/18351>`__: CI: remove Azure sdist job
> * `#18352 <https://github.com/scipy/scipy/pull/18352>`__: MAINT: stats: more avoidance of deprecated NumPy usage
> * `#18353 <https://github.com/scipy/scipy/pull/18353>`__: Migrate ruff.toml configuration to lint.toml
> * `#18355 <https://github.com/scipy/scipy/pull/18355>`__: ENH: allow dividing LinearOperator by number
> * `#18357 <https://github.com/scipy/scipy/pull/18357>`__: MAINT: clearer error in \`LinearOperator \* spmatrix\`
> * `#18358 <https://github.com/scipy/scipy/pull/18358>`__: ENH:MAINT:linalg:lu Cythonized and ndarray support added
> * `#18359 <https://github.com/scipy/scipy/pull/18359>`__: MAINT: Fix broken link in setup.py
> * `#18360 <https://github.com/scipy/scipy/pull/18360>`__: DOC: improve neg. binomial function examples in \`special\`
> * `#18362 <https://github.com/scipy/scipy/pull/18362>`__: MAINT: Add noexcept function declaration to \`_cythonized_array_utils.pxd\`
> * `#18369 <https://github.com/scipy/scipy/pull/18369>`__: CI: bdist_wheel windows job Azure --> GHA
> * `#18370 <https://github.com/scipy/scipy/pull/18370>`__: DOC: stats.chisquare: attribute is pvalue, not p
> * `#18374 <https://github.com/scipy/scipy/pull/18374>`__: CI: pin to rtools40
> * `#18378 <https://github.com/scipy/scipy/pull/18378>`__: DOC: add output_type to signature of cKDTree.query_pairs
> * `#18379 <https://github.com/scipy/scipy/pull/18379>`__: TST/MAINT: remove vonmises fit correctnes test for extreme kappa...
> * `#18380 <https://github.com/scipy/scipy/pull/18380>`__: MAINT: Limit fittable data for von mises fisher distribution...
> * `#18382 <https://github.com/scipy/scipy/pull/18382>`__: TST: stats.cosine: modify test to silence failure
> * `#18383 <https://github.com/scipy/scipy/pull/18383>`__: MAINT: add smoke testing of signal.detrend
> * `#18384 <https://github.com/scipy/scipy/pull/18384>`__: DOC: improve vonmises documentation
> * `#18387 <https://github.com/scipy/scipy/pull/18387>`__: DOC: interpolate: deduplicate docstrings in _fitpack_py and _fitpack_impl
> * `#18392 <https://github.com/scipy/scipy/pull/18392>`__: BUG: optimize.differential_evolution: fix division by zero error
> * `#18399 <https://github.com/scipy/scipy/pull/18399>`__: DOC: Replace "HACKING" with "hacking"
> * `#18400 <https://github.com/scipy/scipy/pull/18400>`__: DOC: improve description of the method argument in mannwhitneyu
> * `#18402 <https://github.com/scipy/scipy/pull/18402>`__: TST: fix failing signal.windows tests
> * `#18405 <https://github.com/scipy/scipy/pull/18405>`__: Revert "BLD: Add const to Cython signatures for BLAS/LAPACK (#18247)"
> * `#18410 <https://github.com/scipy/scipy/pull/18410>`__: TST: fix test failures in linprog unboundedness test
> * `#18411 <https://github.com/scipy/scipy/pull/18411>`__: BLD: an Intel Fortran fix and MinGW-related cleanups
> * `#18412 <https://github.com/scipy/scipy/pull/18412>`__: MAINT: signal: simplify shape manipulations in signal.detrend
> * `#18413 <https://github.com/scipy/scipy/pull/18413>`__: MAINT: Harmonized documentation for Interpolator classes
> * `#18414 <https://github.com/scipy/scipy/pull/18414>`__: CI: move last Azure job to GHA
> * `#18418 <https://github.com/scipy/scipy/pull/18418>`__: Fix warning when \`nogil\` is placed before \`except\`
> * `#18419 <https://github.com/scipy/scipy/pull/18419>`__: MAINT: interpolate: remove unused codes in \`_fitpackmodule.c\`.
> * `#18421 <https://github.com/scipy/scipy/pull/18421>`__: BLD: more PROPACK fixes, removing timer code
> * `#18422 <https://github.com/scipy/scipy/pull/18422>`__: MAINT: stats: genexpon is no longer too slow for test_rvs_broadcast.
> * `#18426 <https://github.com/scipy/scipy/pull/18426>`__: BLD: fix two \`-Duse-g77-abi\` regressions and a PROPACK bug
> * `#18427 <https://github.com/scipy/scipy/pull/18427>`__: ENH: prevent unnecessary computation in \`scipy.stats.rankdata\`
> * `#18429 <https://github.com/scipy/scipy/pull/18429>`__: DOC: rewrite all build docs and restructure build/contributor...
> * `#18430 <https://github.com/scipy/scipy/pull/18430>`__: MAINT: stats.mode: improve \`nan_policy\` behavior
> * `#18433 <https://github.com/scipy/scipy/pull/18433>`__: ENH: improve t distribution logpdf and pdf for large degrees...
> * `#18438 <https://github.com/scipy/scipy/pull/18438>`__: BLD: DOC: fix Sphinx doc build caching behavior for \`.dev\`...
> * `#18439 <https://github.com/scipy/scipy/pull/18439>`__: BLD: detect \`xsimd\` if it's installed and add to pythran dependency
> * `#18441 <https://github.com/scipy/scipy/pull/18441>`__: ENH:stats: add sf method for betaprime
> * `#18442 <https://github.com/scipy/scipy/pull/18442>`__: TST: fix precision of several linalg/sparse.linalg tests
> * `#18444 <https://github.com/scipy/scipy/pull/18444>`__: DOC: clarify Sobel transform
> * `#18446 <https://github.com/scipy/scipy/pull/18446>`__: MAINT: fix Deb03 GO benchmark
> * `#18447 <https://github.com/scipy/scipy/pull/18447>`__: DOC: remove references to Azure
> * `#18449 <https://github.com/scipy/scipy/pull/18449>`__: ENH: increase truncated exponential distribution sf/isf precision
> * `#18451 <https://github.com/scipy/scipy/pull/18451>`__: DEV: use number of physical cores in \`dev.py build\` by default
> * `#18454 <https://github.com/scipy/scipy/pull/18454>`__: DOC: add \`distance_transform_cdt\` example
> * `#18455 <https://github.com/scipy/scipy/pull/18455>`__: MAINT: simplifiy detrend
> * `#18458 <https://github.com/scipy/scipy/pull/18458>`__: DOC: odr: clarify \`cov_beta\` is not scaled by the residual...
> * `#18459 <https://github.com/scipy/scipy/pull/18459>`__: DOC: optimize: add use of functools.partial to tutorial
> * `#18460 <https://github.com/scipy/scipy/pull/18460>`__: DOC: examples for \`ndimage.generic_filter\`
> * `#18461 <https://github.com/scipy/scipy/pull/18461>`__: TST: stats: ReferenceDistribution: use complementary methods...
> * `#18462 <https://github.com/scipy/scipy/pull/18462>`__: MAINT: Clean up scipy/sparse/linalg/_isolve/tests/test_iterative.py
> * `#18463 <https://github.com/scipy/scipy/pull/18463>`__: MAINT: parametrize scipy/sparse/linalg/_isolve/tests/test_iterative.py
> * `#18466 <https://github.com/scipy/scipy/pull/18466>`__: DOC: fix issues in \`svds\` docstring examples that were failing...
> * `#18468 <https://github.com/scipy/scipy/pull/18468>`__: BLD: enforce utf-8 in tools/cythonize.py, and some cleanups
> * `#18472 <https://github.com/scipy/scipy/pull/18472>`__: MAINT: remove lsim2/impulse2/step2 docstring examples
> * `#18475 <https://github.com/scipy/scipy/pull/18475>`__: DOC: remove warnings in doc build
> * `#18476 <https://github.com/scipy/scipy/pull/18476>`__: TST: stats/optimize: filter warnings in tests
> * `#18482 <https://github.com/scipy/scipy/pull/18482>`__: MAINT: ensure Nelder-Mead respects floating point type
> * `#18486 <https://github.com/scipy/scipy/pull/18486>`__: DOC: remove already-resolved deprecation warning filter
> * `#18489 <https://github.com/scipy/scipy/pull/18489>`__: DEP: signal: deprecate importing window functions from signal...
> * `#18493 <https://github.com/scipy/scipy/pull/18493>`__: BUG: stats: Fix the variable that is checked to skip a test.
> * `#18500 <https://github.com/scipy/scipy/pull/18500>`__: MAINT: tweak code comment for list of private-but-present modules
> * `#18501 <https://github.com/scipy/scipy/pull/18501>`__: TST: interpolate: add a regression test for bisplev integer overflow
> * `#18502 <https://github.com/scipy/scipy/pull/18502>`__: BUG: guard against non-finite kd-tree queries
> * `#18503 <https://github.com/scipy/scipy/pull/18503>`__: Fix PPoly readonly issue for c parameter
> * `#18504 <https://github.com/scipy/scipy/pull/18504>`__: MAINT: upload nighlighties to new location
> * `#18505 <https://github.com/scipy/scipy/pull/18505>`__: MAINT: sparse: Generalize isshape to (optionally) handle non-2d...
> * `#18507 <https://github.com/scipy/scipy/pull/18507>`__: Clean up sparse array API
> * `#18508 <https://github.com/scipy/scipy/pull/18508>`__: ENH: Ensure that the result of divide(sparse, dense) is sparse
> * `#18509 <https://github.com/scipy/scipy/pull/18509>`__: Remove indices downcasting for sparse arrays
> * `#18510 <https://github.com/scipy/scipy/pull/18510>`__: TST: Add regression tests for sparse creation functions.
> * `#18513 <https://github.com/scipy/scipy/pull/18513>`__: MAINT: sparse: cosmetic updates + typing for sputils
> * `#18516 <https://github.com/scipy/scipy/pull/18516>`__: DOC: add user guide page introing new sparse arrays
> * `#18522 <https://github.com/scipy/scipy/pull/18522>`__: Pin prerelease pipeline with Cython>=3.0.0b3
> * `#18523 <https://github.com/scipy/scipy/pull/18523>`__: TST: piecemeal updates to \`test_base.py\` for sparray conversion
> * `#18526 <https://github.com/scipy/scipy/pull/18526>`__: DOC: Fix broken reference to count_nonzero in See Also.
> * `#18527 <https://github.com/scipy/scipy/pull/18527>`__: try stable sort in mst tree ordering
> * `#18528 <https://github.com/scipy/scipy/pull/18528>`__: ENH: Update isspmatrix behavior
> * `#18531 <https://github.com/scipy/scipy/pull/18531>`__: Class names to enable isinstance
> * `#18532 <https://github.com/scipy/scipy/pull/18532>`__: Fix format property in _csr.py
> * `#18536 <https://github.com/scipy/scipy/pull/18536>`__: Add deprecation notices to sparse array docs
> * `#18538 <https://github.com/scipy/scipy/pull/18538>`__: ENH: sparse: Add _array version of \`diags\` creation functions.
> * `#18539 <https://github.com/scipy/scipy/pull/18539>`__: DOC: sparse: Document sparse canonical formats
> * `#18540 <https://github.com/scipy/scipy/pull/18540>`__: MAINT: sparse: Deprecate multi-Ellipsis indexing
> * `#18542 <https://github.com/scipy/scipy/pull/18542>`__: ENH: sparse: add nanmin/nanmax (followup on gh-8902)
> * `#18543 <https://github.com/scipy/scipy/pull/18543>`__: MAINT: optimize.root_scalar: ensure that root is a scalar
> * `#18545 <https://github.com/scipy/scipy/pull/18545>`__: TST: speed up \`test_import_cycles\`
> * `#18549 <https://github.com/scipy/scipy/pull/18549>`__: TST: optimize: filter RuntimeWarning that does not indicate test...
> * `#18550 <https://github.com/scipy/scipy/pull/18550>`__: DOC: optimize.OptimizeResult: note that not all listed attributes...
> * `#18551 <https://github.com/scipy/scipy/pull/18551>`__: Replace sparse __getattr__ with properties
> * `#18553 <https://github.com/scipy/scipy/pull/18553>`__: BENCH: sparse: Add a benchmark for sparse matrix power
> * `#18554 <https://github.com/scipy/scipy/pull/18554>`__: BUG: sparse: Fix DIA.tocoo canonical format setting
> * `#18556 <https://github.com/scipy/scipy/pull/18556>`__: MAINT: io: replace isspmatrix with issparse in mmio module
> * `#18560 <https://github.com/scipy/scipy/pull/18560>`__: MAINT: integrate: revert\`full_output\` deprecation / result...
> * `#18562 <https://github.com/scipy/scipy/pull/18562>`__: fix doc strings for csr_array and friends
> * `#18563 <https://github.com/scipy/scipy/pull/18563>`__: DOC: SciPy 1.11.0 release notes
> * `#18591 <https://github.com/scipy/scipy/pull/18591>`__: MAINT: version bounds for 1.11.0rc1
> * `#18596 <https://github.com/scipy/scipy/pull/18596>`__: DOC: Fix sidebar for API reference pages
> * `#18598 <https://github.com/scipy/scipy/pull/18598>`__: CI: fix wheel upload to anaconda [wheel build]
> * `#18599 <https://github.com/scipy/scipy/pull/18599>`__: Revert "ENH: sparse: Add _array version of \`diags\` creation...
> * `#18608 <https://github.com/scipy/scipy/pull/18608>`__: Fix typo of module name in deprecation warning
> * `#18629 <https://github.com/scipy/scipy/pull/18629>`__: Mark \`void\` functions as \`noexcept\` in _rotation.pyx
> * `#18630 <https://github.com/scipy/scipy/pull/18630>`__: MAINT: stats: remove long double support for all boost ufuncs
> * `#18636 <https://github.com/scipy/scipy/pull/18636>`__: MAINT: stats.truncnorm/stats.betaprime: fix _munp for higher...
> * `#18657 <https://github.com/scipy/scipy/pull/18657>`__: MAINT: fix 'no such option' error in build_scipy CI
> * `#18658 <https://github.com/scipy/scipy/pull/18658>`__: TST: fix two test failures that showed up on conda-forge
> * `#18659 <https://github.com/scipy/scipy/pull/18659>`__: DOC: \`scipy._sensitivity_analysis\`: correct statement about...
> * `#18671 <https://github.com/scipy/scipy/pull/18671>`__: MAINT: backports for 1.11.0rc2
> * `#18672 <https://github.com/scipy/scipy/pull/18672>`__: BUG: small shim for release process
> * `#18676 <https://github.com/scipy/scipy/pull/18676>`__: BUG: signal: fix detrend with array-like bp
> * `#18697 <https://github.com/scipy/scipy/pull/18697>`__: MAINT: NumPy 1.25.0 shims for arm64
> * `#18698 <https://github.com/scipy/scipy/pull/18698>`__: DEP: interpolate: delay interp2d deprecation and update link
> * `#18724 <https://github.com/scipy/scipy/pull/18724>`__: MAINT, REL: prepare for SciPy 1.11.0 "final"
> * `#18737 <https://github.com/scipy/scipy/pull/18737>`__: TST: flaky TestSOSFreqz::test_fs_param
> * `#18738 <https://github.com/scipy/scipy/pull/18738>`__: TST: flaky \`test_complex_iir_dlti\`
>
> Checksums
> =========
>
> MD5
> ~~~
>
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>
> SHA256
> ~~~~~~
>
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