[Numpy-discussion] [SciPy-Dev] ANN: SciPy 1.5.0

Warren Weckesser warren.weckesser at gmail.com
Mon Jun 22 09:11:44 EDT 2020


On 6/21/20, Tyler Reddy <tyler.je.reddy at gmail.com> wrote:
> Hi all,
>
> On behalf of the SciPy development team I'm pleased to announce
> the release of SciPy 1.5.0.


Thanks everyone, and especially Tyler for managing the release!

Warren

>
> Sources and binary wheels can be found at:
> https://pypi.org/project/scipy/
> and at:
> https://github.com/scipy/scipy/releases/tag/v1.5.0
>
> One of a few ways to install this release with pip:
>
> pip install scipy==1.5.0
>
> ==========================
> SciPy 1.5.0 Release Notes
> ==========================
>
> SciPy 1.5.0 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
> 1.5.x branch, and on adding new features on the master branch.
>
> This release requires Python 3.6+ and NumPy 1.14.5 or greater.
>
> For running on PyPy, PyPy3 6.0+ and NumPy 1.15.0 are required.
>
> Highlights of this release
> ----------------------------------
>
> -  wrappers for more than a dozen new ``LAPACK`` routines are now available
>   in `scipy.linalg.lapack`
> -  Improved support for leveraging 64-bit integer size from linear algebra
>   backends
> -  addition of the probability distribution for two-sided one-sample
>   Kolmogorov-Smirnov tests
>
>
> New features
> ============
>
> `scipy.cluster` improvements
> ---------------------------------------
> Initialization of `scipy.cluster.vq.kmeans2` using ``minit="++"`` had a
> quadratic complexity in the number of samples. It has been improved,
> resulting
> in a much faster initialization with quasi-linear complexity.
>
> `scipy.cluster.hierarchy.dendrogram` now respects the ``matplotlib`` color
> palette
>
> `scipy.fft` improvements
> ----------------------------------
> A new keyword-only argument ``plan`` is added to all FFT functions in this
> module. It is reserved for passing in a precomputed plan from libraries
> providing a FFT backend (such as ``PyFFTW`` and ``mkl-fft``), and it is
> currently not used in SciPy.
>
> `scipy.io` improvements
> ---------------------------------
> `scipy.io.wavfile` error messages are more explicit about what's wrong, and
> extraneous bytes at the ends of files are ignored instead of raising an
> error
> when the data has successfully been read.
>
> `scipy.io.loadmat` gained a ``simplify_cells`` parameter, which if set to
> ``True`` simplifies the structure of the return value if the ``.mat`` file
> contains cell arrays.
>
> ``pathlib.Path`` objects are now supported in `scipy.io` Matrix Market I/O
> functions
>
> `scipy.linalg` improvements
> --------------------------------------
> `scipy.linalg.eigh` has been improved. Now various ``LAPACK`` drivers can
> be
> selected at will and also subsets of eigenvalues can be requested via
> ``subset_by_value`` keyword. Another keyword ``subset_by_index`` is
> introduced.
> Keywords ``turbo`` and ``eigvals`` are deprecated.
>
> Similarly, standard and generalized Hermitian eigenvalue ``LAPACK``
> routines
> ``?<sy/he>evx`` are added and existing ones now have full ``_lwork``
> counterparts.
>
> Wrappers for the following ``LAPACK`` routines have been added to
> `scipy.linalg.lapack`:
>
> -  ``?getc2``: computes the LU factorization of a general matrix with
> complete
>     pivoting
> -  ``?gesc2``: solves a linear system given an LU factorization from
> ``?getc2``
> -  ``?gejsv``: computes the singular value decomposition of a general
> matrix
>     with higher accuracy calculation of tiny singular values and their
>     corresponding singular vectors
> -  ``?geqrfp``: computes the QR factorization of a general matrix with
>     non-negative elements on the diagonal of R
> -  ``?gtsvx``: solves a linear system with general tridiagonal matrix
> -  ``?gttrf``: computes the LU factorization of a tridiagonal matrix
> -  ``?gttrs``: solves a linear system given an LU factorization from
> ``?gttrf``
> -  ``?ptsvx``: solves a linear system with symmetric positive definite
>     tridiagonal matrix
> -  ``?pttrf``: computes the LU factorization of a symmetric positive
> definite
>     tridiagonal matrix
> -  ``?pttrs``: solves a linear system given an LU factorization from
> ``?pttrf``
> -  ``?pteqr``: computes the eigenvectors and eigenvalues of a positive
> definite
>     tridiagonal matrix
> -  ``?tbtrs``: solves a linear system with a triangular banded matrix
> -  ``?csd``: computes the Cosine Sine decomposition of an
> orthogonal/unitary
>     matrix
>
> Generalized QR factorization routines (``?geqrf``) now have full ``_lwork``
> counterparts.
>
> `scipy.linalg.cossin` Cosine Sine decomposition of unitary matrices has
> been
> added.
>
> The function `scipy.linalg.khatri_rao`, which computes the Khatri-Rao
> product,
> was added.
>
> The new function `scipy.linalg.convolution_matrix` constructs the Toeplitz
> matrix representing one-dimensional convolution.
>
> `scipy.optimize` improvements
> -----------------------------------------
> The finite difference numerical differentiation used in various
> ``minimize``
> methods that use gradients has several new features:
>
> -  2-point, 3-point, or complex step finite differences can be used.
> Previously
>   only a 2-step finite difference was available.
> -  There is now the possibility to use a relative step size, previously
> only an
>   absolute step size was available.
> -  If the ``minimize`` method uses bounds the numerical differentiation
> strictly
>   obeys those limits.
> -  The numerical differentiation machinery now makes use of a simple cache,
>   which in some cases can reduce the number of function evaluations.
> -  ``minimize``'s ``method= 'powell'`` now supports simple bound
> constraints
>
> There have been several improvements to `scipy.optimize.linprog`:
>
> -  The ``linprog`` benchmark suite has been expanded considerably.
> -  ``linprog``'s dense pivot-based redundancy removal routine and sparse
>   presolve are faster
> -  When ``scikit-sparse`` is available, solving sparse problems with
>   ``method='interior-point'`` is faster
>
> The caching of values when optimizing a function returning both value and
> gradient together has been improved, avoiding repeated function evaluations
> when using a ``HessianApproximation`` such as ``BFGS``.
>
> ``differential_evolution`` can now use the modern ``np.random.Generator``
> as
> well as the legacy ``np.random.RandomState`` as a seed.
>
> `scipy.signal` improvements
> --------------------------------------
> A new optional argument ``include_nyquist`` is added to ``freqz`` functions
> in
> this module. It is used for including the last frequency (Nyquist
> frequency).
>
> `scipy.signal.find_peaks_cwt` now accepts a ``window_size`` parameter for
> the
> size of the window used to calculate the noise floor.
>
> `scipy.sparse` improvements
> ----------------------------------------
> Outer indexing is now faster when using a 2d column vector to select column
> indices.
>
> `scipy.sparse.lil.tocsr` is faster
>
> Fixed/improved comparisons between pydata sparse arrays and sparse matrices
>
> BSR format sparse multiplication performance has been improved.
>
> `scipy.sparse.linalg.LinearOperator` has gained the new ``ndim`` class
> attribute
>
> `scipy.spatial` improvements
> ---------------------------------------
> `scipy.spatial.geometric_slerp` has been added to enable geometric
> spherical linear interpolation on an n-sphere
>
> `scipy.spatial.SphericalVoronoi` now supports calculation of region areas
> in 2D
> and 3D cases
>
> The tree building algorithm used by ``cKDTree`` has improved from quadratic
> worst case time complexity to loglinear. Benchmarks are also now available
> for
> building and querying of balanced/unbalanced kd-trees.
>
> `scipy.special` improvements
> ----------------------------------------
> The following functions now have Cython interfaces in `cython_special`:
>
> -  `scipy.special.erfinv`
> -  `scipy.special.erfcinv`
> -  `scipy.special.spherical_jn`
> -  `scipy.special.spherical_yn`
> -  `scipy.special.spherical_in`
> -  `scipy.special.spherical_kn`
>
> `scipy.special.log_softmax` has been added to calculate the logarithm of
> softmax
> function. It provides better accuracy than
> ``log(scipy.special.softmax(x))`` for
> inputs that make softmax saturate.
>
> `scipy.stats` improvements
> ------------------------------------
> The function for generating random samples in `scipy.stats.dlaplace` has
> been
> improved. The new function is approximately twice as fast with a memory
> footprint reduction between 25 % and 60 % (see gh-11069).
>
> `scipy.stats` functions that accept a seed for reproducible calculations
> using
> random number generation (e.g. random variates from distributions) can now
> use
> the modern ``np.random.Generator`` as well as the legacy
> ``np.random.RandomState`` as a seed.
>
> The ``axis`` parameter was added to `scipy.stats.rankdata`. This allows
> slices
> of an array along the given axis to be ranked independently.
>
> The ``axis`` parameter was added to `scipy.stats.f_oneway`, allowing it to
> compute multiple one-way ANOVA tests for data stored in n-dimensional
> arrays.  The performance of ``f_oneway`` was also improved for some cases.
>
> The PDF and CDF methods for ``stats.geninvgauss`` are now significantly
> faster
> as  the numerical integration to calculate the CDF uses a Cython based
> ``LowLevelCallable``.
>
> Moments of the normal distribution (`scipy.stats.norm`) are now calculated
> using
> analytical formulas instead of numerical integration for greater speed and
> accuracy
>
> Moments and entropy trapezoidal distribution (`scipy.stats.trapz`) are now
> calculated using analytical formulas instead of numerical integration for
> greater speed and accuracy
>
> Methods of the truncated normal distribution (`scipy.stats.truncnorm`),
> especially ``_rvs``, are significantly faster after a complete rewrite.
>
> The `fit` method of the Laplace distribution,  `scipy.stats.laplace`, now
> uses
> the analytical formulas for the maximum likelihood estimates of the
> parameters.
>
> Generation of random variates is now thread safe for all SciPy
> distributions.
> 3rd-party distributions may need to modify the signature of the ``_rvs()``
> method to conform to ``_rvs(self, ..., size=None, random_state=None)``. (A
> one-time VisibleDeprecationWarning is emitted when using non-conformant
> distributions.)
>
> The Kolmogorov-Smirnov two-sided test statistic distribution
> (`scipy.stats.kstwo`) was added. Calculates the distribution of the K-S
> two-sided statistic ``D_n`` for a sample of size n, using a mixture of
> exact
> and asymptotic algorithms.
>
> The new function ``median_abs_deviation`` replaces the deprecated
> ``median_absolute_deviation``.
>
> The ``wilcoxon`` function now computes the p-value for Wilcoxon's signed
> rank
> test using the exact distribution for inputs up to length 25.  The function
> has
> a new ``mode`` parameter to specify how the p-value is to be computed.  The
> default is ``"auto"``, which uses the exact distribution for inputs up to
> length
> 25 and the normal approximation for larger inputs.
>
> Added a new Cython-based implementation to evaluate guassian kernel
> estimates,
> which should improve the performance of ``gaussian_kde``
>
> The ``winsorize`` function now has a ``nan_policy`` argument for refined
> handling of ``nan`` input values.
>
> The ``binned_statistic_dd`` function with ``statistic="std"`` performance
> was
> improved by ~4x.
>
> ``scipy.stats.kstest(rvs, cdf,...)`` now handles both one-sample and
> two-sample testing. The one-sample variation uses `scipy.stats.ksone`
> (or `scipy.stats.kstwo` with back off to `scipy.stats.kstwobign`) to
> calculate
> the p-value. The two-sample variation, invoked if ``cdf`` is array_like,
> uses
> an algorithm described by Hodges to compute the probability directly, only
> backing off to `scipy.stats.kstwo` in case of overflow. The result in both
> cases is more accurate p-values, especially for two-sample testing with
> smaller (or quite different) sizes.
>
> `scipy.stats.maxwell` performance improvements include a 20 % speed up for
> `fit()`` and 5 % for ``pdf()``
>
> `scipy.stats.shapiro` and `scipy.stats.jarque_bera` now return a named
> tuple
> for greater consistency with other ``stats`` functions
>
> Deprecated features
> ================
>
> `scipy` deprecations
> ----------------------------
>
> `scipy.special` changes
> --------------------------------
> The ``bdtr``, ``bdtrc``, and ``bdtri`` functions are deprecating
> non-negative
> non-integral ``n`` arguments.
>
> `scipy.stats` changes
> -----------------------------
> The function ``median_absolute_deviation`` is deprecated. Use
> ``median_abs_deviation`` instead.
>
> The use of the string ``"raw"`` with the ``scale`` parameter of ``iqr`` is
> deprecated. Use ``scale=1`` instead.
>
> Backwards incompatible changes
> ==========================
>
> `scipy.interpolate` changes
> -------------------------------------
>
> `scipy.linalg` changes
> ------------------------------
> The output signatures of ``?syevr``, ``?heevr`` have been changed from
> ``w, v, info`` to ``w, v, m, isuppz, info``
>
> The order of output arguments ``w``, ``v`` of ``<sy/he>{gv, gvd, gvx}`` is
> swapped.
>
> `scipy.signal` changes
> -------------------------------
> The output length of `scipy.signal.upfirdn` has been corrected, resulting
> outputs may now be shorter for some combinations of up/down ratios and
> input
> signal and filter lengths.
>
> `scipy.signal.resample` now supports a ``domain`` keyword argument for
> specification of time or frequency domain input.
>
> Other changes
> =============
> Improved support for leveraging 64-bit integer size from linear algebra
> backends
> in several parts of the SciPy codebase.
>
> Shims designed to ensure the compatibility of SciPy with Python 2.7 have
> now
> been removed.
>
> Many warnings due to unused imports and unused assignments have been
> addressed.
>
> Many usage examples were added to function docstrings, and many input
> validations and intuitive exception messages have been added throughout the
> codebase.
>
> Early stage adoption of type annotations in a few parts of the codebase
>
>
> Authors
> =======
>
> * @endolith
> * Hameer Abbasi
> * ADmitri +
> * Wesley Alves +
> * Berkay Antmen +
> * Sylwester Arabas +
> * Arne Küderle +
> * Christoph Baumgarten
> * Peter Bell
> * Felix Berkenkamp
> * Jordão Bragantini +
> * Clemens Brunner +
> * Evgeni Burovski
> * Matthias Bussonnier +
> * CJ Carey
> * Derrick Chambers +
> * Leander Claes +
> * Christian Clauss
> * Luigi F. Cruz +
> * dankleeman
> * Andras Deak
> * Milad Sadeghi DM +
> * jeremie du boisberranger +
> * Stefan Endres
> * Malte Esders +
> * Leo Fang +
> * felixhekhorn +
> * Isuru Fernando
> * Andrew Fowlie
> * Lakshay Garg +
> * Gaurav Gijare +
> * Ralf Gommers
> * Emmanuelle Gouillart +
> * Kevin Green +
> * Martin Grignard +
> * Maja Gwozdz
> * Sturla Molden
> * gyu-don +
> * Matt Haberland
> * hakeemo +
> * Charles Harris
> * Alex Henrie
> * Santi Hernandez +
> * William Hickman +
> * Till Hoffmann +
> * Joseph T. Iosue +
> * Anany Shrey Jain
> * Jakob Jakobson
> * Charles Jekel +
> * Julien Jerphanion +
> * Jiacheng-Liu +
> * Christoph Kecht +
> * Paul Kienzle +
> * Reidar Kind +
> * Dmitry E. Kislov +
> * Konrad +
> * Konrad0
> * Takuya KOUMURA +
> * Krzysztof Pióro
> * Peter Mahler Larsen
> * Eric Larson
> * Antony Lee
> * Gregory Lee +
> * Gregory R. Lee
> * Chelsea Liu
> * Cong Ma +
> * Kevin Mader +
> * Maja Gwóźdź +
> * Alex Marvin +
> * Matthias Kümmerer
> * Nikolay Mayorov
> * Mazay0 +
> * G. D. McBain
> * Nicholas McKibben +
> * Sabrina J. Mielke +
> * Sebastian J. Mielke +
> * Miloš Komarčević +
> * Shubham Mishra +
> * Santiago M. Mola +
> * Grzegorz Mrukwa +
> * Peyton Murray
> * Andrew Nelson
> * Nico Schlömer
> * nwjenkins +
> * odidev +
> * Sambit Panda
> * Vikas Pandey +
> * Rick Paris +
> * Harshal Prakash Patankar +
> * Balint Pato +
> * Matti Picus
> * Ilhan Polat
> * poom +
> * Siddhesh Poyarekar
> * Vladyslav Rachek +
> * Bharat Raghunathan
> * Manu Rajput +
> * Tyler Reddy
> * Andrew Reed +
> * Lucas Roberts
> * Ariel Rokem
> * Heshy Roskes
> * Matt Ruffalo
> * Atsushi Sakai +
> * Benjamin Santos +
> * Christoph Schock +
> * Lisa Schwetlick +
> * Chris Simpson +
> * Leo Singer
> * Kai Striega
> * Søren Fuglede Jørgensen
> * Kale-ab Tessera +
> * Seth Troisi +
> * Robert Uhl +
> * Paul van Mulbregt
> * Vasiliy +
> * Isaac Virshup +
> * Pauli Virtanen
> * Shakthi Visagan +
> * Jan Vleeshouwers +
> * Sam Wallan +
> * Lijun Wang +
> * Warren Weckesser
> * Richard Weiss +
> * wenhui-prudencemed +
> * Eric Wieser
> * Josh Wilson
> * James Wright +
> * Ruslan Yevdokymov +
> * Ziyao Zhang +
>
> A total of 129 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 1.5.0
> -------------------------------
>
> * `#1455 <https://github.com/scipy/scipy/issues/1455>`__: ellipord does
> returns bogus values if gstop or gpass are negative...
> * `#1968 <https://github.com/scipy/scipy/issues/1968>`__: correlate2d's
> output does not agree with correlate's output in...
> * `#2744 <https://github.com/scipy/scipy/issues/2744>`__: BUG: optimize:
> '\*\*kw' argument of 'newton_krylov' is not documented
> * `#4755 <https://github.com/scipy/scipy/issues/4755>`__: TypeError: data
> type "<i0" not understood
> * `#4921 <https://github.com/scipy/scipy/issues/4921>`__: scipy.optimize
> maxiter option not working as expected
> * `#5144 <https://github.com/scipy/scipy/issues/5144>`__: RuntimeWarning on
> csgraph.shortest_path when edge lengths are...
> * `#5309 <https://github.com/scipy/scipy/issues/5309>`__: Documentation of
> 'hybr' and 'lm' inconsistent in optimize.root
> * `#6026 <https://github.com/scipy/scipy/issues/6026>`__: Replace
> approx_grad with _numdiff.approx_derivative in scipy.optimize
> * `#6502 <https://github.com/scipy/scipy/issues/6502>`__: Computing
> Eigenvalues in an Interval with LAPACK
> * `#7058 <https://github.com/scipy/scipy/issues/7058>`__: Errors in
> special.bdtri and special.bdtr for non-integer k values
> * `#7700 <https://github.com/scipy/scipy/issues/7700>`__: SuperLU does not
> respect perm_c="NATURAL"
> * `#7895 <https://github.com/scipy/scipy/issues/7895>`__: Improvements to
> io.loadmat
> * `#8205 <https://github.com/scipy/scipy/issues/8205>`__: ValueError in
> scipy.linalg.eigvalsh for large matrix
> * `#8278 <https://github.com/scipy/scipy/issues/8278>`__: Memory limit for
> scipy.sparse.linalg.spsolve with scikit-umfpack
> * `#8327 <https://github.com/scipy/scipy/issues/8327>`__:
> scipy.stats.mstats.winsorize NaN handling
> * `#8341 <https://github.com/scipy/scipy/issues/8341>`__:
> scipy.stats.ks_2samp for masked and unmasked data give different...
> * `#8748 <https://github.com/scipy/scipy/issues/8748>`__:
> scipy.stats.kstest for same distribution: p-values nonuniform
> * `#9042 <https://github.com/scipy/scipy/issues/9042>`__: optimize:
> Incorrect statement about \`jac\` in the \`minimize\`...
> * `#9197 <https://github.com/scipy/scipy/issues/9197>`__: problem with
> scipy.signal.butter with 1000+ points array
> * `#9212 <https://github.com/scipy/scipy/issues/9212>`__: EIGH very very
> slow --> suggesting an easy fix
> * `#9553 <https://github.com/scipy/scipy/issues/9553>`__: ndimage routines
> behave badly when output has memory overlap...
> * `#9632 <https://github.com/scipy/scipy/issues/9632>`__:
> ndimage.maximum_filter undocumented behaviour using footprint...
> * `#9658 <https://github.com/scipy/scipy/issues/9658>`__:
> `scipy.optimize.minimize(method='COBYLA')` not threadsafe
> * `#9710 <https://github.com/scipy/scipy/issues/9710>`__:
> stats.weightedtau([1], [1.0]) SEGFAULTs
> * `#9797 <https://github.com/scipy/scipy/issues/9797>`__: Master Tracker
> for some Kolmogorov-Smirnov test Issues
> * `#9844 <https://github.com/scipy/scipy/issues/9844>`__:
> scipy.signal.upfirdn gives different length matrix versus MATLAB...
> * `#9872 <https://github.com/scipy/scipy/issues/9872>`__:
> scipy.signal.convolve is slower when vectorized
> * `#9913 <https://github.com/scipy/scipy/issues/9913>`__: BUG: No dt in
> StateSpace operations
> * `#10014 <https://github.com/scipy/scipy/issues/10014>`__: Distribution
> names \`weibull_min\`and \`weibull_max\` should...
> * `#10159 <https://github.com/scipy/scipy/issues/10159>`__: BUG: stats:
> chisquare returns incorrect results for arrays of...
> * `#10302 <https://github.com/scipy/scipy/issues/10302>`__: scipy.fft: Add
> a \`plan\` argument
> * `#10332 <https://github.com/scipy/scipy/issues/10332>`__: 'Incomplete wav
> chunk' inconsistent/reason unknown
> * `#10441 <https://github.com/scipy/scipy/issues/10441>`__: Remove uses of
> \`numpy.dual\`?
> * `#10558 <https://github.com/scipy/scipy/issues/10558>`__: Document
> implicit sum in csr_matrix() constructor
> * `#10788 <https://github.com/scipy/scipy/issues/10788>`__: LU with full
> pivoting
> * `#10841 <https://github.com/scipy/scipy/issues/10841>`__: Unexpected
> behavior in linalg.blas.dtrmm wrapper
> * `#10919 <https://github.com/scipy/scipy/issues/10919>`__:
> optimize._lbfgsb setulb() function violates parameter bounds
> * `#10963 <https://github.com/scipy/scipy/issues/10963>`__: kstest,
> ks_2samp: confusing \`mode\` argument descriptions
> * `#11022 <https://github.com/scipy/scipy/issues/11022>`__: Unexpected
> Result in factorial function with NaN input
> * `#11028 <https://github.com/scipy/scipy/issues/11028>`__: Documentation
> error in optimize.minimize
> * `#11058 <https://github.com/scipy/scipy/issues/11058>`__: Adding
> logsoftmax function
> * `#11076 <https://github.com/scipy/scipy/issues/11076>`__: ValueError:
> Unknown wave file format
> * `#11090 <https://github.com/scipy/scipy/issues/11090>`__: Misconception
> of the median absolute deviation in stats?
> * `#11095 <https://github.com/scipy/scipy/issues/11095>`__: BUG:
> find_peaks_cwt test failures in 32-bit Linux wheels
> * `#11107 <https://github.com/scipy/scipy/issues/11107>`__: scipy.io.mmread
> generated an error "TypeError: startswith first...
> * `#11123 <https://github.com/scipy/scipy/issues/11123>`__: Add wrapper for
> ?gttrf/?gttrs
> * `#11128 <https://github.com/scipy/scipy/issues/11128>`__: OverflowError
> in resample_poly (upfirdn)
> * `#11132 <https://github.com/scipy/scipy/issues/11132>`__: Possible bug:
> rv_discret.ppf for percentiles 0 and 100 and loc...
> * `#11163 <https://github.com/scipy/scipy/issues/11163>`__: Comparisons
> between scipy spmatrix and can sparse.SparseArray...
> * `#11168 <https://github.com/scipy/scipy/issues/11168>`__: Generalized
> Pareto variance inaccurate for concentrations near...
> * `#11169 <https://github.com/scipy/scipy/issues/11169>`__: Add wrapper for
> ?geqrfp
> * `#11184 <https://github.com/scipy/scipy/issues/11184>`__: 2-sided
> Kolmogorov Smirnov returns p-value of 1
> * `#11185 <https://github.com/scipy/scipy/issues/11185>`__: The .roots() or
> solve() function of scipy.interpolate.CubicHermiteSpline...
> * `#11190 <https://github.com/scipy/scipy/issues/11190>`__: Add wrapper for
> ?tbtrs
> * `#11200 <https://github.com/scipy/scipy/issues/11200>`__: Can no longer
> slice csr_matrix in 1.3.0
> * `#11207 <https://github.com/scipy/scipy/issues/11207>`__:
> _minimize_scalar_bounded: reference before assignment
> * `#11216 <https://github.com/scipy/scipy/issues/11216>`__: linprog:
> interior-point: Cholmod reordering can be reused
> * `#11223 <https://github.com/scipy/scipy/issues/11223>`__: Add wrappers
> for ?pttrf, ?pttrs
> * `#11224 <https://github.com/scipy/scipy/issues/11224>`__: Add wrapperfor
> ?pteqr
> * `#11235 <https://github.com/scipy/scipy/issues/11235>`__: MAINT:
> Missleading Error Message for IIR Filter
> * `#11244 <https://github.com/scipy/scipy/issues/11244>`__: Missing
> reference in \`scipy.optimize.line_search\`
> * `#11262 <https://github.com/scipy/scipy/issues/11262>`__: Hermitian
> Eigenvalue Problem eigh() API and wrapper change proposal
> * `#11266 <https://github.com/scipy/scipy/issues/11266>`__: Sparse matrix
> constructor data type detection changes on Numpy...
> * `#11270 <https://github.com/scipy/scipy/issues/11270>`__: CI failing:
> Travis CI Py36 refguide and Linux_Python_36_32bit_full...
> * `#11279 <https://github.com/scipy/scipy/issues/11279>`__: linalg.eigh
> checks whole array for finite values
> * `#11295 <https://github.com/scipy/scipy/issues/11295>`__: CI: azure does
> not auto-cancel old jobs on pushes
> * `#11299 <https://github.com/scipy/scipy/issues/11299>`__:
> stats.truncnorm.rvs 100x slower in v1.4.x than v1.3.3
> * `#11315 <https://github.com/scipy/scipy/issues/11315>`__: BUG: special:
> rgamma on negative integers smaller -34
> * `#11319 <https://github.com/scipy/scipy/issues/11319>`__: Missing
> \`int64_t\` declaration in rectangular_lsap.cpp
> * `#11323 <https://github.com/scipy/scipy/issues/11323>`__: Compilation
> failure due to missing symbol pthread_atfork
> * `#11332 <https://github.com/scipy/scipy/issues/11332>`__: BUG:
> directed_hausdorff distance on sets u and v when u is a...
> * `#11350 <https://github.com/scipy/scipy/issues/11350>`__: Khatri-Rao
> product
> * `#11354 <https://github.com/scipy/scipy/issues/11354>`__: ENH: Add
> wrapper for ?gejsv
> * `#11361 <https://github.com/scipy/scipy/issues/11361>`__: Dropped NaN in
> eval_genlaguerre function
> * `#11363 <https://github.com/scipy/scipy/issues/11363>`__: Dropped NaN in
> hyperu function
> * `#11365 <https://github.com/scipy/scipy/issues/11365>`__:
> scipy.stats.binned_statistic regressed in v1.4.0
> * `#11369 <https://github.com/scipy/scipy/issues/11369>`__: Dropped NaN in
> eval_hermite
> * `#11370 <https://github.com/scipy/scipy/issues/11370>`__: Dropped NaN in
> eval_gegenbauer
> * `#11373 <https://github.com/scipy/scipy/issues/11373>`__: Add wrapper for
> ?gtsvx
> * `#11374 <https://github.com/scipy/scipy/issues/11374>`__: Add wrapper for
> ?ptsvx
> * `#11391 <https://github.com/scipy/scipy/issues/11391>`__:
> csgraph.minimum_spanning_tree loses precision
> * `#11398 <https://github.com/scipy/scipy/issues/11398>`__: Update stats to
> cope with \`np.random.Generator\` machinery
> * `#11412 <https://github.com/scipy/scipy/issues/11412>`__: Array copying
> causes unwanted type casting from complex to float...
> * `#11415 <https://github.com/scipy/scipy/issues/11415>`__: Where is the
> Wiener Filter derived from?
> * `#11416 <https://github.com/scipy/scipy/issues/11416>`__:
> _lib._util.getargspec_no_self is missing KEYWORD_ONLY support
> * `#11428 <https://github.com/scipy/scipy/issues/11428>`__: Documentation
> on SHGO inequality constraints appears contradictory
> * `#11429 <https://github.com/scipy/scipy/issues/11429>`__: Add LAPACK's
> ZUNCSD cosine sine decomposition
> * `#11438 <https://github.com/scipy/scipy/issues/11438>`__:
> run_dualannealing passes bounds incorrectly in benchmarks/optimize.py
> * `#11441 <https://github.com/scipy/scipy/issues/11441>`__: Can't run
> optimize benchmarks
> * `#11442 <https://github.com/scipy/scipy/issues/11442>`__: Chebyshev
> weights
> * `#11448 <https://github.com/scipy/scipy/issues/11448>`__: Wrongly typed
> comparison in integrate.quad
> * `#11458 <https://github.com/scipy/scipy/issues/11458>`__: BUG:
> maximum_bipartite_matching produces infeasible solution
> * `#11460 <https://github.com/scipy/scipy/issues/11460>`__: CI failing: 2
> Travis CI tests fail with numpy build or version...
> * `#11462 <https://github.com/scipy/scipy/issues/11462>`__: Bug on "++"
> initialization on "kmeans2"
> * `#11464 <https://github.com/scipy/scipy/issues/11464>`__: Shouldn't data
> type of KDE evaluation should be like in the input...
> * `#11468 <https://github.com/scipy/scipy/issues/11468>`__: performance of
> binned_statistics_2d 100x slowdown from 1.3.2...
> * `#11484 <https://github.com/scipy/scipy/issues/11484>`__: Callback
> function doesn't give the same value as the one being...
> * `#11492 <https://github.com/scipy/scipy/issues/11492>`__: Confusing
> dendrogram labelling
> * `#11493 <https://github.com/scipy/scipy/issues/11493>`__:
> scipy.optimize.least_squares fails if the return array of the...
> * `#11494 <https://github.com/scipy/scipy/issues/11494>`__: Error
> performing kronecker product between large sparse vectors
> * `#11503 <https://github.com/scipy/scipy/issues/11503>`__: medfilt
> produces 0 on input of length 1
> * `#11529 <https://github.com/scipy/scipy/issues/11529>`__: Pyflakes
> generates almost 700 warnings.
> * `#11566 <https://github.com/scipy/scipy/issues/11566>`__:
> irfft/irfft2/irfftn docs are slightly confusing re: input type.
> * `#11572 <https://github.com/scipy/scipy/issues/11572>`__: least_squares:
> too small tolerances not catched with method='lm'
> * `#11581 <https://github.com/scipy/scipy/issues/11581>`__: DOC:
> scipy.interpolate.RectSphereBivariateSpline
> * `#11586 <https://github.com/scipy/scipy/issues/11586>`__: Differential
> evolution breaks with LinearConstraints with sparse...
> * `#11595 <https://github.com/scipy/scipy/issues/11595>`__:
> scipy.spatial.cKDTree construction slow for some datasets
> * `#11598 <https://github.com/scipy/scipy/issues/11598>`__: output of
> special.voigt_profile when sigma=0
> * `#11601 <https://github.com/scipy/scipy/issues/11601>`__: linalg tests
> failing in runtests.py
> * `#11602 <https://github.com/scipy/scipy/issues/11602>`__:
> scipy.optimize.linear_sum_assignment returns reverse diagonal...
> * `#11610 <https://github.com/scipy/scipy/issues/11610>`__: Analytic
> formula for normal moments
> * `#11611 <https://github.com/scipy/scipy/issues/11611>`__: Build failure
> with gfortran 10
> * `#11613 <https://github.com/scipy/scipy/issues/11613>`__: TST, MAINT:
> test_quadpack TestCtypesQuad wasn't fully migrated...
> * `#11630 <https://github.com/scipy/scipy/issues/11630>`__:
> SmoothBivariateSpline bbox parameter
> * `#11635 <https://github.com/scipy/scipy/issues/11635>`__: typo in
> docstring of scipy.stats.norminvgauss
> * `#11637 <https://github.com/scipy/scipy/issues/11637>`__: BUG: core dumps
> when calling scipy.interpolate.interp1d with...
> * `#11638 <https://github.com/scipy/scipy/issues/11638>`__: better
> documentation for 'return_all' option in minimize(Nelder...
> * `#11652 <https://github.com/scipy/scipy/issues/11652>`__: TST, MAINT: CI
> failures for pre-release NumPy wheels
> * `#11659 <https://github.com/scipy/scipy/issues/11659>`__:
> optimize.fmin_l_bfgs_b needs bound check and appropiate error...
> * `#11660 <https://github.com/scipy/scipy/issues/11660>`__: BUG/ENH:
> distribution.ncf with nc=0 returns nan
> * `#11661 <https://github.com/scipy/scipy/issues/11661>`__:
> scipy.ndimage.convolve1d and correlate1d don't behave properly...
> * `#11669 <https://github.com/scipy/scipy/issues/11669>`__: p-value varies
> with the order of the data
> * `#11676 <https://github.com/scipy/scipy/issues/11676>`__: documentation
> of scipy.spatial.HalfspaceIntersection: wrong method...
> * `#11685 <https://github.com/scipy/scipy/issues/11685>`__: Rotation cannot
> be expressed as matrix
> * `#11686 <https://github.com/scipy/scipy/issues/11686>`__: MAINT: mypy
> imports of Cython "modules"
> * `#11693 <https://github.com/scipy/scipy/issues/11693>`__:
> TestDifferentialEvolutionSolver::test_L4 failing in CI
> * `#11696 <https://github.com/scipy/scipy/issues/11696>`__: DOC: incorrect
> compiler information for macOS in docs
> * `#11709 <https://github.com/scipy/scipy/issues/11709>`__: eigh() tests
> fail to pass, crash Python with seemingly ramdom...
> * `#11763 <https://github.com/scipy/scipy/issues/11763>`__: Small error in
> gamma continuous rv fit comments
> * `#11769 <https://github.com/scipy/scipy/issues/11769>`__: truncnorm.rvs
> Weird Behaviors
> * `#11770 <https://github.com/scipy/scipy/issues/11770>`__: crash in
> TestEigh::test_value_subsets
> * `#11795 <https://github.com/scipy/scipy/issues/11795>`__: trapz
> distribution mean computed using single precision
> * `#11800 <https://github.com/scipy/scipy/issues/11800>`__: Segmentation
> fault in scipy.odr for multidimensional independent...
> * `#11811 <https://github.com/scipy/scipy/issues/11811>`__: pyflakes
> silently failing on travis-ci
> * `#11826 <https://github.com/scipy/scipy/issues/11826>`__: Error with
> _fblas
> * `#11827 <https://github.com/scipy/scipy/issues/11827>`__:
> \`fft.tests.test_numpy.test_multiprocess\` hangs on Python3.8...
> * `#11835 <https://github.com/scipy/scipy/issues/11835>`__: tests with
> \`multiprocessing\` hang on Python 3.8 on macOS
> * `#11839 <https://github.com/scipy/scipy/issues/11839>`__: linalg.expm
> returns nans with RuntimeWarning: overflow encountered...
> * `#11856 <https://github.com/scipy/scipy/issues/11856>`__: Documentation
> of fit methods for \`weibull_min\` and \`exponweib\`...
> * `#11868 <https://github.com/scipy/scipy/issues/11868>`__: Function always
> evaluated twice when using HessianUpdateStrategy...
> * `#11875 <https://github.com/scipy/scipy/issues/11875>`__: Typo in the
> docstring of simps()
> * `#11877 <https://github.com/scipy/scipy/issues/11877>`__: kmeans2 '++'
> method is orders of magnitude slower than sklearn.cluster.KMeans()
> * `#11884 <https://github.com/scipy/scipy/issues/11884>`__: The upper code
> lines are dead code
> * `#11886 <https://github.com/scipy/scipy/issues/11886>`__: Array shape
> mismatch in scipy.optimize
> * `#11892 <https://github.com/scipy/scipy/issues/11892>`__: BUG: stats:
> Incorrect handling of edges cases by ttest_rel and...
> * `#11908 <https://github.com/scipy/scipy/issues/11908>`__: LinearOperator
> should have ndim attribute
> * `#11910 <https://github.com/scipy/scipy/issues/11910>`__: Documentation
> missing for what M is in init argument
> * `#11922 <https://github.com/scipy/scipy/issues/11922>`__: macOS actions
> CI has started failing in last couple of days.
> * `#11928 <https://github.com/scipy/scipy/issues/11928>`__: DOC: signal:
> Wrong description for sepfir2d, cspline2d, qspline2d
> * `#11944 <https://github.com/scipy/scipy/issues/11944>`__: curve_fit
> documentation unclear on default value of absolute_sigma
> * `#11945 <https://github.com/scipy/scipy/issues/11945>`__: Add a
> (potentially temporary) py.typed file?
> * `#11949 <https://github.com/scipy/scipy/issues/11949>`__: ValueError 'k
> exceeds matrix dimensions' for sparse.diagonal()...
> * `#11951 <https://github.com/scipy/scipy/issues/11951>`__: BUG: asv
> benchmark failed because of cython version
> * `#11967 <https://github.com/scipy/scipy/issues/11967>`__: BLD: Azure
> windows runs complain about drives
> * `#11973 <https://github.com/scipy/scipy/issues/11973>`__:
> oaconvolve(a,b,'same') differs in shape from convolve(a,b,'same')...
> * `#12002 <https://github.com/scipy/scipy/issues/12002>`__: pybind11
> license
> * `#12003 <https://github.com/scipy/scipy/issues/12003>`__: MAINT: circular
> SphericalVoronoi input
> * `#12015 <https://github.com/scipy/scipy/issues/12015>`__: Reordering of
> CSC matrix breaks when you go above int32 limits
> * `#12031 <https://github.com/scipy/scipy/issues/12031>`__: Documentation
> Rendering Issues Visible in CircleCI Artifacts
> * `#12037 <https://github.com/scipy/scipy/issues/12037>`__: MAINT, CI: new
> Cython 3.0a4 issue
> * `#12087 <https://github.com/scipy/scipy/issues/12087>`__: DOC: some odr
> models are missing docs
> * `#12119 <https://github.com/scipy/scipy/issues/12119>`__:
> signal.fftconvolve no longer convolves types f8 and numpy.float64
> * `#12149 <https://github.com/scipy/scipy/issues/12149>`__: Documentation
> of Rosenbrock function
> * `#12173 <https://github.com/scipy/scipy/issues/12173>`__: Large memory
> usage when indexing sparse matrices with \`np.ix_\`
> * `#12178 <https://github.com/scipy/scipy/issues/12178>`__: BUG: stats:
> Some discrete distributions don't accept lists of...
> * `#12220 <https://github.com/scipy/scipy/issues/12220>`__: BUG, REL:
> gh_lists.py compromised scraping
> * `#12239 <https://github.com/scipy/scipy/issues/12239>`__: BUG: median
> absolute deviation handling of nan
> * `#12301 <https://github.com/scipy/scipy/issues/12301>`__: integer
> overflow in scipy.sparse.sputils.check_shape when matrix size > 2^32
> * `#12314 <https://github.com/scipy/scipy/issues/12314>`__:
> scipy.spatial.transform.Rotation multiplication does not normalize
> quaternion
>
> Pull requests for 1.5.0
> ------------------------------
>
> * `#6510 <https://github.com/scipy/scipy/pull/6510>`__: Add Eigenvalue
> Range Functionality for Symmetric Eigenvalue Problems
> * `#9525 <https://github.com/scipy/scipy/pull/9525>`__: BUG: SuperLU
> 'NATURAL' order applies a column permutation
> * `#9634 <https://github.com/scipy/scipy/pull/9634>`__: Add the number of
> Jacobian evaluations to the output of L-BFGS-B.
> * `#9719 <https://github.com/scipy/scipy/pull/9719>`__: ENH: Added kstwo
> probability distribution for two-sided one-sample...
> * `#9783 <https://github.com/scipy/scipy/pull/9783>`__: WIP: optimize:
> added (dense) interpolative decomposition redundancy...
> * `#10053 <https://github.com/scipy/scipy/pull/10053>`__: Adding docstring
> to weibull_min and weibull_max based on issue...
> * `#10136 <https://github.com/scipy/scipy/pull/10136>`__: DEP: Add warning
> to linprog_verbose_callback
> * `#10380 <https://github.com/scipy/scipy/pull/10380>`__: ENH: add
> geometric_slerp
> * `#10602 <https://github.com/scipy/scipy/pull/10602>`__: MAINT: optimize:
> refactor common linprog arguments into namedtuple
> * `#10648 <https://github.com/scipy/scipy/pull/10648>`__: Bounds for the
> Powell minimization method
> * `#10673 <https://github.com/scipy/scipy/pull/10673>`__: ENH:
> approx_fprime --> approx_derivative
> * `#10759 <https://github.com/scipy/scipy/pull/10759>`__: ENH: calculation
> of region areas in spatial.SphericalVoronoi
> * `#10762 <https://github.com/scipy/scipy/pull/10762>`__: BENCH: optimize:
> more comprehensive linprog benchmarking
> * `#10796 <https://github.com/scipy/scipy/pull/10796>`__: ENH exact
> p-values of wilcoxon test in scipy.stats
> * `#10797 <https://github.com/scipy/scipy/pull/10797>`__: ENH: linalg: LU
> with full pivoting (wrappers for ?getc2/?gesc2)
> * `#10824 <https://github.com/scipy/scipy/pull/10824>`__: ENH: Fast
> gaussian kernel estimator
> * `#10942 <https://github.com/scipy/scipy/pull/10942>`__: BUG: prevent
> bound violation in L-BFGS-B optimize method
> * `#11003 <https://github.com/scipy/scipy/pull/11003>`__: ENH: add
> scipy.linalg.convolution_matrix
> * `#11023 <https://github.com/scipy/scipy/pull/11023>`__: improving error
> message for cubic-interpolate with duplicates
> * `#11045 <https://github.com/scipy/scipy/pull/11045>`__: MAINT: make
> bdt{r,rc,ri}() functions accept double n,k args +...
> * `#11063 <https://github.com/scipy/scipy/pull/11063>`__: Fix documentation
> error in optimize.minimize
> * `#11069 <https://github.com/scipy/scipy/pull/11069>`__: ENH:
> stats.dlaplace.rvs improvements
> * `#11071 <https://github.com/scipy/scipy/pull/11071>`__: DOC: Added
> examples to maximum_position in ndimage
> * `#11075 <https://github.com/scipy/scipy/pull/11075>`__: DOC: Update
> stylistic consistency in multiple files
> * `#11097 <https://github.com/scipy/scipy/pull/11097>`__: BUG: stats:
> fixing chisquare to return correct results for arrays...
> * `#11110 <https://github.com/scipy/scipy/pull/11110>`__: ENH: special:
> Cythonise erfinv, erfcinv
> * `#11112 <https://github.com/scipy/scipy/pull/11112>`__: BUG: special:
> Return NaN outside the domain of \`eval_hermite\`
> * `#11114 <https://github.com/scipy/scipy/pull/11114>`__: BUG: special: fix
> \`hyp1f1\` for nonnegative integral \`a\` and...
> * `#11115 <https://github.com/scipy/scipy/pull/11115>`__: DOC: special: add
> docstrings for \`kei\`, \`ker\`, \`keip\`,...
> * `#11130 <https://github.com/scipy/scipy/pull/11130>`__: ENH: support for
> circular input
> * `#11136 <https://github.com/scipy/scipy/pull/11136>`__: BUG: expm
> handling of empty input
> * `#11138 <https://github.com/scipy/scipy/pull/11138>`__: DOC: stylistic
> consistency, punctuation, etc.
> * `#11139 <https://github.com/scipy/scipy/pull/11139>`__: MAINT: cluster:
> use cython_blas, remove handwritten BLAS wrappers
> * `#11146 <https://github.com/scipy/scipy/pull/11146>`__: DOC: update docs
> on bp parameter for detrend
> * `#11151 <https://github.com/scipy/scipy/pull/11151>`__: DOC: special: add
> docstrings for \`bei\`, \`ber\`, \`beip\`,...
> * `#11156 <https://github.com/scipy/scipy/pull/11156>`__: ENH: add input
> validation for ellipord.
> * `#11157 <https://github.com/scipy/scipy/pull/11157>`__: DOC: stylistic
> revision, punctuation, consistency
> * `#11160 <https://github.com/scipy/scipy/pull/11160>`__: ignore warning on
> 0 \* inf in basin hopping
> * `#11162 <https://github.com/scipy/scipy/pull/11162>`__: DOC: minor
> stylistic revision, undo changes
> * `#11164 <https://github.com/scipy/scipy/pull/11164>`__: ENH/ BUG: Pydata
> sparse equality
> * `#11171 <https://github.com/scipy/scipy/pull/11171>`__: Fix dtype
> validation of "seuclidean" metric V parameter
> * `#11177 <https://github.com/scipy/scipy/pull/11177>`__: BUG: stats:
> Improve genpareto stats calculations.
> * `#11180 <https://github.com/scipy/scipy/pull/11180>`__: MAINT: stats:
> Some clean up in test_distributions.py.
> * `#11187 <https://github.com/scipy/scipy/pull/11187>`__: ENH: add
> functionality log_softmax to SciPy.special.
> * `#11188 <https://github.com/scipy/scipy/pull/11188>`__: MAINT: add rvs
> method to argus in scipy.stats
> * `#11196 <https://github.com/scipy/scipy/pull/11196>`__: DOC: special: add
> to docstrings of Kelvin zeros functions
> * `#11202 <https://github.com/scipy/scipy/pull/11202>`__: BUG: fix edge
> counting in shortest_path
> * `#11218 <https://github.com/scipy/scipy/pull/11218>`__: BUG:
> scipy/interpolate: fix PPoly/Cubic\*Spline roots() extrapolation...
> * `#11225 <https://github.com/scipy/scipy/pull/11225>`__: Add a warning to
> constant input for spearmanr() function
> * `#11226 <https://github.com/scipy/scipy/pull/11226>`__: Speed up of
> interior-point method for cholesky solver
> * `#11229 <https://github.com/scipy/scipy/pull/11229>`__: BUG: Explicit
> dtype specification in _upfirdn.py
> * `#11230 <https://github.com/scipy/scipy/pull/11230>`__: Additional
> citation for optimize tutorial
> * `#11231 <https://github.com/scipy/scipy/pull/11231>`__: Adds SLSQP test
> for duplicate f-evals (#10738)
> * `#11236 <https://github.com/scipy/scipy/pull/11236>`__: MAINT: Improved
> error message for Wn range in iirfilter.
> * `#11245 <https://github.com/scipy/scipy/pull/11245>`__: ENH: optimize:
> dense redundancy removal routine optimizations
> * `#11247 <https://github.com/scipy/scipy/pull/11247>`__: MAINT: Remove
> _lib/_numpy_compat.py
> * `#11248 <https://github.com/scipy/scipy/pull/11248>`__: BUG:
> rv_discrete.ppf() to handle loc
> * `#11251 <https://github.com/scipy/scipy/pull/11251>`__: DOC: add
> reference for linesearch zoom algorithm
> * `#11253 <https://github.com/scipy/scipy/pull/11253>`__: BUG: fix
> kendalltau issue where p-value becomes >1
> * `#11254 <https://github.com/scipy/scipy/pull/11254>`__: MAINT: make
> special.factorial handle nan correctly
> * `#11256 <https://github.com/scipy/scipy/pull/11256>`__: DOC: Updated
> documentation for scipy.linalg.qr
> * `#11265 <https://github.com/scipy/scipy/pull/11265>`__: Fix: Can no
> longer slice csr_matrix in 1.3.0
> * `#11267 <https://github.com/scipy/scipy/pull/11267>`__: BUG: Rework the
> scaling in the ks_2samp two-sided exact test.
> * `#11268 <https://github.com/scipy/scipy/pull/11268>`__: DOC: example of
> NonLinearConstraint
> * `#11269 <https://github.com/scipy/scipy/pull/11269>`__: Fix: Sparse
> matrix constructor data type detection changes on...
> * `#11276 <https://github.com/scipy/scipy/pull/11276>`__: BLD: update
> minimum Python, NumPy, Cython, Pybind11 versions
> * `#11277 <https://github.com/scipy/scipy/pull/11277>`__: MAINT: Cleanup
> conditionals for unsupported numpy verisons
> * `#11278 <https://github.com/scipy/scipy/pull/11278>`__: MAINT: Cleanup
> stats.iqr workarounds for unsupported NumPy versions
> * `#11282 <https://github.com/scipy/scipy/pull/11282>`__: TST/CI: improve
> traceback formatting for test failures
> * `#11284 <https://github.com/scipy/scipy/pull/11284>`__: fix docs &
> behavior for mode sequences in ndimage filters
> * `#11285 <https://github.com/scipy/scipy/pull/11285>`__: DOC: special:
> complete the docstrings of Chi-square functions
> * `#11286 <https://github.com/scipy/scipy/pull/11286>`__: BUG: make
> loadmat/savemat file opening close resources correctly
> * `#11287 <https://github.com/scipy/scipy/pull/11287>`__: CI: skip Azure
> and TravisCI builds on merges and direct pushes...
> * `#11288 <https://github.com/scipy/scipy/pull/11288>`__: DOC: Fix import
> in scipy.io.wavfile.read sample code
> * `#11289 <https://github.com/scipy/scipy/pull/11289>`__: BUG: Use context
> manager for open
> * `#11290 <https://github.com/scipy/scipy/pull/11290>`__: MAINT: Remove
> _lib._version in favour of _lib._pep440
> * `#11292 <https://github.com/scipy/scipy/pull/11292>`__: DOC: special: add
> docstrings for various convenience functions
> * `#11293 <https://github.com/scipy/scipy/pull/11293>`__: DOC: special: fix
> typo in \`chdtri\` docstring
> * `#11296 <https://github.com/scipy/scipy/pull/11296>`__: DOC: special: add
> to docstrings of Bessel zeros and derivatives
> * `#11297 <https://github.com/scipy/scipy/pull/11297>`__: DOC: special: add
> parameters/returns sections for Bessel integrals
> * `#11300 <https://github.com/scipy/scipy/pull/11300>`__: MAINT: Update
> vendored uarray version
> * `#11301 <https://github.com/scipy/scipy/pull/11301>`__: CI: azure
> conditions should require succeeded()
> * `#11302 <https://github.com/scipy/scipy/pull/11302>`__: ENH: build
> infrastructure for ILP64 BLAS + ARPACK conversion
> * `#11303 <https://github.com/scipy/scipy/pull/11303>`__: DOC: special: fix
> typo in \`besselpoly\` docstring
> * `#11304 <https://github.com/scipy/scipy/pull/11304>`__: ENH: MAINT:
> Rewrite of eigh() and relevant wrappers
> * `#11306 <https://github.com/scipy/scipy/pull/11306>`__: TST: skip
> test_aligned_mem linalg test that is crashing on ppcle64
> * `#11307 <https://github.com/scipy/scipy/pull/11307>`__: MAINT: Fix typo
> 'solutuion' -> 'solution'
> * `#11308 <https://github.com/scipy/scipy/pull/11308>`__: ENH: do not
> create 1d array out of a scalar
> * `#11310 <https://github.com/scipy/scipy/pull/11310>`__: MAINT: clean up
> object array creation, scalar/1d confusion
> * `#11311 <https://github.com/scipy/scipy/pull/11311>`__: DOC: Specify
> custom callable option for metric in cluster.hierarchy.fclusterdata
> * `#11316 <https://github.com/scipy/scipy/pull/11316>`__: BUG: special: fix
> behavior for \`rgamma\` zeros
> * `#11317 <https://github.com/scipy/scipy/pull/11317>`__: BUG: fix
> floating-point literal comparisons under C99
> * `#11318 <https://github.com/scipy/scipy/pull/11318>`__: TST: optimize:
> mark two linprog tests for skipping
> * `#11320 <https://github.com/scipy/scipy/pull/11320>`__: BUG: Include
> \`int64_t\` declaration to \`rectangular_lsap.cpp\`
> * `#11330 <https://github.com/scipy/scipy/pull/11330>`__: MAINT: Update
> vendored pypocketfft version
> * `#11333 <https://github.com/scipy/scipy/pull/11333>`__: BUG:
> directed_hausdorff subset fix
> * `#11335 <https://github.com/scipy/scipy/pull/11335>`__: [ENH] sparse:
> Loosen check for sparse outer indexing fast path
> * `#11337 <https://github.com/scipy/scipy/pull/11337>`__: Undefined name
> 'e' in pavement.py
> * `#11338 <https://github.com/scipy/scipy/pull/11338>`__: scipyoptdoc.py:
> Remove unused variable 'sixu'
> * `#11340 <https://github.com/scipy/scipy/pull/11340>`__: xrange() was
> removed in Python 3 in favor of range()
> * `#11342 <https://github.com/scipy/scipy/pull/11342>`__: range() was
> removed in Py3 in _binned_statistic.py
> * `#11343 <https://github.com/scipy/scipy/pull/11343>`__: BUG: constants:
> fix 'exact' values table
> * `#11347 <https://github.com/scipy/scipy/pull/11347>`__: ENH: add input
> validation function and apply it to needed functions
> * `#11348 <https://github.com/scipy/scipy/pull/11348>`__: MAINT: remove
> six.string_types usages
> * `#11349 <https://github.com/scipy/scipy/pull/11349>`__: MAINT: minor doc
> fix _minimize_trustregion_constr
> * `#11353 <https://github.com/scipy/scipy/pull/11353>`__: MAINT: py3 remove
> various six usages
> * `#11358 <https://github.com/scipy/scipy/pull/11358>`__: ENH: optimize:
> Use CSR format instead of LIL for speed
> * `#11362 <https://github.com/scipy/scipy/pull/11362>`__: MAINT:
> sys.version_info >= 3.5
> * `#11364 <https://github.com/scipy/scipy/pull/11364>`__: ENH: cache square
> of sums for f_oneway
> * `#11368 <https://github.com/scipy/scipy/pull/11368>`__: ENH: add optional
> argument, "include_nyquist", for freqz()
> * `#11372 <https://github.com/scipy/scipy/pull/11372>`__: BENCH: optimize:
> added linprog presolve benchmarks
> * `#11376 <https://github.com/scipy/scipy/pull/11376>`__: ENH: Add wrapper
> for ?gttrf/?gttrs
> * `#11377 <https://github.com/scipy/scipy/pull/11377>`__: MAINT: Remove
> Python 2 code from tools/authors.py
> * `#11378 <https://github.com/scipy/scipy/pull/11378>`__: ENH (WIP): Python
> wrapper for ?tbtrs
> * `#11379 <https://github.com/scipy/scipy/pull/11379>`__: MAINT: Remove
> six.with_metaclass from benchmarks/cython_special.py
> * `#11380 <https://github.com/scipy/scipy/pull/11380>`__: BUG:
> sparse/isolve: bicg and qmr don't treat x0 correctly
> * `#11382 <https://github.com/scipy/scipy/pull/11382>`__: MAINT: remove
> error throw in binned_statistic_dd() on non-finite...
> * `#11383 <https://github.com/scipy/scipy/pull/11383>`__: MAINT: _lib:
> remove py2 compat shims in getargspec
> * `#11384 <https://github.com/scipy/scipy/pull/11384>`__: MAINT: Use numpy
> scalar types directly
> * `#11385 <https://github.com/scipy/scipy/pull/11385>`__: ENH: special: add
> spherical Bessel functions to \`cython_special\`
> * `#11389 <https://github.com/scipy/scipy/pull/11389>`__: MAINT:
> line.startswith shouldn't be bytes
> * `#11393 <https://github.com/scipy/scipy/pull/11393>`__: ENH: Speed up
> truncnorm's ppf()and rvs() methods
> * `#11394 <https://github.com/scipy/scipy/pull/11394>`__: MAINT: Remove
> self._size (and self._random_state) from stats...
> * `#11395 <https://github.com/scipy/scipy/pull/11395>`__: correction in
> error message (%d->%g format)
> * `#11396 <https://github.com/scipy/scipy/pull/11396>`__: DOC: revert
> gh10540, removing mtrand
> * `#11397 <https://github.com/scipy/scipy/pull/11397>`__: MAINT:
> differential_evolution accepts np.random.Generator
> * `#11402 <https://github.com/scipy/scipy/pull/11402>`__: ENH: stats can
> use np.random.Generator
> * `#11404 <https://github.com/scipy/scipy/pull/11404>`__: ENH: add
> docstring of butter() for transfer function syntax problem
> * `#11405 <https://github.com/scipy/scipy/pull/11405>`__: DOC: Fix "see
> also" for SmoothBivariateSpline
> * `#11408 <https://github.com/scipy/scipy/pull/11408>`__: ENH: Add a
> \`plan\` argument to FFT functions in \`scipy.fft\`
> * `#11411 <https://github.com/scipy/scipy/pull/11411>`__: MAINT: check
> minimize duplicate evaluations
> * `#11418 <https://github.com/scipy/scipy/pull/11418>`__: ENH: Linalg:
> Python wrapper for ?geqrfp
> * `#11419 <https://github.com/scipy/scipy/pull/11419>`__: TST: Python 3.7
> mac OS gcc multibuild fix
> * `#11423 <https://github.com/scipy/scipy/pull/11423>`__: ENH: Add tool to
> lint diffs
> * `#11425 <https://github.com/scipy/scipy/pull/11425>`__: FIX:
> _array_newton should preserve complex inputs
> * `#11426 <https://github.com/scipy/scipy/pull/11426>`__: MAINT: licence
> for global optimization benchmarks
> * `#11431 <https://github.com/scipy/scipy/pull/11431>`__: Make
> median_absolute_deviation scale argument aligned w/iqr
> * `#11432 <https://github.com/scipy/scipy/pull/11432>`__: Fix error message
> typo
> * `#11433 <https://github.com/scipy/scipy/pull/11433>`__: DOC: Remove L
> from longs
> * `#11434 <https://github.com/scipy/scipy/pull/11434>`__: MAINT: Python3
> improvements to refguide_check.py
> * `#11435 <https://github.com/scipy/scipy/pull/11435>`__: DOC: Update
> runtest --parallel help
> * `#11436 <https://github.com/scipy/scipy/pull/11436>`__: MAINT: Remove
> checks for sys.version < 3.5
> * `#11437 <https://github.com/scipy/scipy/pull/11437>`__: DOC: Fix
> documentation issue
> * `#11439 <https://github.com/scipy/scipy/pull/11439>`__: Support path
> objects (PEP 519) in mmio functions
> * `#11440 <https://github.com/scipy/scipy/pull/11440>`__: correct bounds
> pass in run_dualannealing for benchmarks/optimize.py
> * `#11443 <https://github.com/scipy/scipy/pull/11443>`__: BENCH:
> optimize_linprog remove ImportError exception
> * `#11453 <https://github.com/scipy/scipy/pull/11453>`__: BUG: sparse:
> convert csc/csr indices to int64 as needed
> * `#11454 <https://github.com/scipy/scipy/pull/11454>`__: DOC: Remove
> caveat on \`maximum_bipartite_matching\`
> * `#11455 <https://github.com/scipy/scipy/pull/11455>`__: BUG: Fix
> _lib._util.getargspec_no_self lack of KEYWORD_ONLY support.
> * `#11456 <https://github.com/scipy/scipy/pull/11456>`__: Implementation of
> khatri_rao product
> * `#11459 <https://github.com/scipy/scipy/pull/11459>`__: BUG: fix
> augmentation being broken in maximum_bipartite_matching
> * `#11461 <https://github.com/scipy/scipy/pull/11461>`__: MAINT: minor
> spelling corrections in comments in SciPy.sparse.linalg.arpack
> * `#11467 <https://github.com/scipy/scipy/pull/11467>`__: [MRG] Make result
> data type of KDE evaluation like in the input...
> * `#11469 <https://github.com/scipy/scipy/pull/11469>`__: Update
> integrate.quad documentation
> * `#11472 <https://github.com/scipy/scipy/pull/11472>`__: Fixed result typo
> * `#11476 <https://github.com/scipy/scipy/pull/11476>`__: DOC: stats:
> Copy-edit the anderson docstring.
> * `#11478 <https://github.com/scipy/scipy/pull/11478>`__: ENH: avoid
> unnecessary array copies in matrix product
> * `#11481 <https://github.com/scipy/scipy/pull/11481>`__: BUG: Make
> special.hyperu return nan if any argument is nan
> * `#11483 <https://github.com/scipy/scipy/pull/11483>`__: BUG: Fixed
> \`_kpp\` initialization on \`scipy.cluster.vq\`, closing...
> * `#11485 <https://github.com/scipy/scipy/pull/11485>`__: ENH: Update
> docstring of class KrylovJacobian to fix #2744
> * `#11486 <https://github.com/scipy/scipy/pull/11486>`__: BUG: make
> special.eval_hermite return nan if second argument...
> * `#11487 <https://github.com/scipy/scipy/pull/11487>`__: ENH: improve
> docstring of correlate and correlate2d to fix #1968
> * `#11488 <https://github.com/scipy/scipy/pull/11488>`__: FIX: change "func
> -> fun" of scipy.optimize _root.py to solve...
> * `#11489 <https://github.com/scipy/scipy/pull/11489>`__: BUG: fixes typo
> introduced in PR #11253 in stats.mstats.kendalltau()
> * `#11490 <https://github.com/scipy/scipy/pull/11490>`__: DOC: fix typo in
> scipy/io/matlab/mio4.py
> * `#11495 <https://github.com/scipy/scipy/pull/11495>`__: MAINT: refactor
> slsqp to fix issue in callback function
> * `#11498 <https://github.com/scipy/scipy/pull/11498>`__: [DOC] mention
> graph cuts in maximum flow docstring
> * `#11499 <https://github.com/scipy/scipy/pull/11499>`__: DOC: Improve
> documentation of scipy.signal.signaltools.wiener
> * `#11506 <https://github.com/scipy/scipy/pull/11506>`__: DOC: Fix typo in
> documentation of scipy.stats.morestats
> * `#11508 <https://github.com/scipy/scipy/pull/11508>`__: ENH: avoid copy
> on sparse __init__ when dtype is given
> * `#11509 <https://github.com/scipy/scipy/pull/11509>`__: ENH: avoid
> unnecessary array copies in matrix product (again)
> * `#11510 <https://github.com/scipy/scipy/pull/11510>`__: [DOC] An ex. for
> creating arbitrary size tri-diagonal
> * `#11511 <https://github.com/scipy/scipy/pull/11511>`__: TST: pin numba
> for Travis/sparse
> * `#11513 <https://github.com/scipy/scipy/pull/11513>`__: TST: disable
> NumPy cache dir ppc64le
> * `#11514 <https://github.com/scipy/scipy/pull/11514>`__: BUG: make
> special.eval_genlaguerre return nan if passed nan
> * `#11517 <https://github.com/scipy/scipy/pull/11517>`__: ENH: improve
> sparse.lil.tocsr performance
> * `#11519 <https://github.com/scipy/scipy/pull/11519>`__: Fix fresnel
> documentation
> * `#11520 <https://github.com/scipy/scipy/pull/11520>`__: BUG: make
> special.eval_gegenbauer return nan if passed nan
> * `#11524 <https://github.com/scipy/scipy/pull/11524>`__: ENH: Cosine Sine
> Decomposition
> * `#11526 <https://github.com/scipy/scipy/pull/11526>`__: BUG: fix SLSQP
> max iteration setting to fix #4921
> * `#11527 <https://github.com/scipy/scipy/pull/11527>`__: ENH: improve
> docstring of weibull_min_gen and weibull_max_gen...
> * `#11530 <https://github.com/scipy/scipy/pull/11530>`__: MAINT: Removed 3
> unused imports, 3 unused assignments from ndimage.
> * `#11531 <https://github.com/scipy/scipy/pull/11531>`__: DOC: fix typos in
> bdtr and bdtrc from gh PR 11045
> * `#11532 <https://github.com/scipy/scipy/pull/11532>`__: MAINT: Fixed
> several unused imports and unused assignments from...
> * `#11533 <https://github.com/scipy/scipy/pull/11533>`__: MAINT: Fixed
> about 100 unused imports, unused assignment warnings...
> * `#11534 <https://github.com/scipy/scipy/pull/11534>`__: FIX: Allow
> non-native byte order inputs to scipy.fft
> * `#11535 <https://github.com/scipy/scipy/pull/11535>`__: MAINT: Fixed
> several unused imports in _lib.
> * `#11536 <https://github.com/scipy/scipy/pull/11536>`__: MAINT: Fixed
> several unused imports and unused assignments in...
> * `#11537 <https://github.com/scipy/scipy/pull/11537>`__: MAINT: Removed an
> unused import in scipy/constants.
> * `#11538 <https://github.com/scipy/scipy/pull/11538>`__: MAINT: Fixed
> several unused imports in scipy/fft.
> * `#11539 <https://github.com/scipy/scipy/pull/11539>`__: MAINT: Fixed
> several unused imports and unused assignments in...
> * `#11540 <https://github.com/scipy/scipy/pull/11540>`__: MAINT: Fixed two
> unused imports in scipy/misc.
> * `#11541 <https://github.com/scipy/scipy/pull/11541>`__: MAINT: Fixed
> several unused imports and unused assignments in...
> * `#11542 <https://github.com/scipy/scipy/pull/11542>`__: MAINT: Fixed an
> unused import in scipy/odr.
> * `#11543 <https://github.com/scipy/scipy/pull/11543>`__: MAINT: Fixed
> several unused imports and unused assignments in...
> * `#11544 <https://github.com/scipy/scipy/pull/11544>`__: MAINT: Fixed
> unused imports and unused assignments in scipy/integrate.
> * `#11545 <https://github.com/scipy/scipy/pull/11545>`__: MAINT: Removed
> unused imports and fixed unused assignments in...
> * `#11546 <https://github.com/scipy/scipy/pull/11546>`__: MAINT: Removed
> unused imports; fixed unused assignments in scipy/signal.
> * `#11547 <https://github.com/scipy/scipy/pull/11547>`__: MAINT: Removed
> unused imports; fixed unused assignments in scipy/spatial
> * `#11548 <https://github.com/scipy/scipy/pull/11548>`__: MAINT: Removed
> unused imports; fixed unused assignments in scipy.sparse.
> * `#11549 <https://github.com/scipy/scipy/pull/11549>`__: MAINT: Replace
> xrange with range
> * `#11560 <https://github.com/scipy/scipy/pull/11560>`__: MAINT: stats:
> remove an _argcheck call
> * `#11573 <https://github.com/scipy/scipy/pull/11573>`__: MAINT: Removed
> unused imports; fixed unused assignments in scipy/stats.
> * `#11574 <https://github.com/scipy/scipy/pull/11574>`__: MAINT: Small
> change to \`optimize.nnls\` error messages.
> * `#11575 <https://github.com/scipy/scipy/pull/11575>`__: MAINT: Update
> sytrd/hetrd tests
> * `#11582 <https://github.com/scipy/scipy/pull/11582>`__: MAINT: fix typo
> in quadpack.py closes #11448
> * `#11585 <https://github.com/scipy/scipy/pull/11585>`__: TST: add
> openblas_support.py
> * `#11587 <https://github.com/scipy/scipy/pull/11587>`__: BUG: Differential
> evolution with LinearConstraint with sparse...
> * `#11588 <https://github.com/scipy/scipy/pull/11588>`__: MAINT: Fully
> display problem size in lsmr/lsqr.
> * `#11589 <https://github.com/scipy/scipy/pull/11589>`__: MAINT: Remove
> Python 2 workarounds
> * `#11590 <https://github.com/scipy/scipy/pull/11590>`__: MAINT: Remove
> Python2 module init
> * `#11605 <https://github.com/scipy/scipy/pull/11605>`__: Standardization
> of bounds in _linprog_util.py
> * `#11608 <https://github.com/scipy/scipy/pull/11608>`__: BUG: fix use of
> is in DE callback
> * `#11614 <https://github.com/scipy/scipy/pull/11614>`__: TST, MAINT:
> TestCtypesQuad skip with pytest
> * `#11619 <https://github.com/scipy/scipy/pull/11619>`__: ENH: add
> nan_policy argument and functionality to stats.mstats.winsorize
> * `#11621 <https://github.com/scipy/scipy/pull/11621>`__: MAINT: Cleanup
> uses of PY_VERSION_HEX, NPY_PY3K in ndimage
> * `#11622 <https://github.com/scipy/scipy/pull/11622>`__: MAINT: Cleanup
> uses of PY_VERSION_HEX, NPY_PY3K in sparse
> * `#11623 <https://github.com/scipy/scipy/pull/11623>`__: MAINT: Remove
> unnecessary 'from __future__ import ...' statements
> * `#11626 <https://github.com/scipy/scipy/pull/11626>`__: MAINT: Cleanup
> uses of PY_VERSION_HEX
> * `#11627 <https://github.com/scipy/scipy/pull/11627>`__: ENH: add analytic
> formula for normal moments
> * `#11628 <https://github.com/scipy/scipy/pull/11628>`__: MAINT, TST:
> adjust azure for matplotlib release
> * `#11631 <https://github.com/scipy/scipy/pull/11631>`__: Revert to old
> behaviour for constant cost matrices in \`linear_sum_assignment\`
> * `#11632 <https://github.com/scipy/scipy/pull/11632>`__: MAINT: Define
> ARRAY_ANYORDER with DEF instead of cdef
> * `#11639 <https://github.com/scipy/scipy/pull/11639>`__: BUG:
> interpolate/interp1d: fail gracefully on all-nan inputs
> * `#11640 <https://github.com/scipy/scipy/pull/11640>`__: MAINT: Fix BLAS3
> trmm wrapper for "side" arg
> * `#11642 <https://github.com/scipy/scipy/pull/11642>`__: TST, MAINT:
> remove dead code in Travis CI
> * `#11643 <https://github.com/scipy/scipy/pull/11643>`__: MAINT: fix
> conversion in binom_test
> * `#11645 <https://github.com/scipy/scipy/pull/11645>`__: MAINT: Assorted
> clean up.
> * `#11646 <https://github.com/scipy/scipy/pull/11646>`__: MAINT: Remove
> unnecessary 'from __future__ import ...' statements
> * `#11647 <https://github.com/scipy/scipy/pull/11647>`__: DOC: document
> return_all arguments
> * `#11648 <https://github.com/scipy/scipy/pull/11648>`__: Perform geometric
> slerp in quaternion space
> * `#11651 <https://github.com/scipy/scipy/pull/11651>`__: DOC: Update paper
> URL in lambertw documentation
> * `#11653 <https://github.com/scipy/scipy/pull/11653>`__: PERF: Switch to
> C++ STL std::nth_element
> * `#11655 <https://github.com/scipy/scipy/pull/11655>`__: MAINT: Remove
> Python2 cStringStream
> * `#11657 <https://github.com/scipy/scipy/pull/11657>`__: ENH: Add wrapper
> for ?pttrf/?pttrs
> * `#11664 <https://github.com/scipy/scipy/pull/11664>`__: ENH: Add wrapper
> for ?gejsv
> * `#11665 <https://github.com/scipy/scipy/pull/11665>`__: ENH: Add wrapper
> for ?pteqr
> * `#11667 <https://github.com/scipy/scipy/pull/11667>`__: BUG: Non-central
> Fisher distribution (fix nan-values when nc=0)
> * `#11668 <https://github.com/scipy/scipy/pull/11668>`__: ENH: Add wrapper
> for ?gtsvx
> * `#11671 <https://github.com/scipy/scipy/pull/11671>`__: TST, CI: restore
> Azure temporarily
> * `#11672 <https://github.com/scipy/scipy/pull/11672>`__: Add warning to
> medfilt when array size < kernel_size
> * `#11674 <https://github.com/scipy/scipy/pull/11674>`__: TST: bump test
> precision for two np.dot related linalg tests.
> * `#11675 <https://github.com/scipy/scipy/pull/11675>`__: MAINT:
> pycodestyle clean-up
> * `#11677 <https://github.com/scipy/scipy/pull/11677>`__: ENH: Add wrapper
> for ?ptsvx
> * `#11679 <https://github.com/scipy/scipy/pull/11679>`__: BENCH: cKDTree
> benchmarks added: balanced/unbalanced tree (related...
> * `#11680 <https://github.com/scipy/scipy/pull/11680>`__: MAINT:
> rng_integers allows RandomState.randint or Generator.integers
> * `#11683 <https://github.com/scipy/scipy/pull/11683>`__: BUG: fix
> mode='mirror' on length 1 axes
> * `#11684 <https://github.com/scipy/scipy/pull/11684>`__: BUG: fix
> scipy.special.voigt_profile
> * `#11687 <https://github.com/scipy/scipy/pull/11687>`__: MAINT:
> sparse.linalg: avoid importing from \`np.core\`
> * `#11688 <https://github.com/scipy/scipy/pull/11688>`__: ENH: mypy: get
> specific about ignoring missing imports
> * `#11690 <https://github.com/scipy/scipy/pull/11690>`__: MAINT: mypy: fix
> errors about incompatible types in lists
> * `#11692 <https://github.com/scipy/scipy/pull/11692>`__: MAINT: mypy: fix
> remaining type errors
> * `#11694 <https://github.com/scipy/scipy/pull/11694>`__: TST, MAINT: bump
> to OpenBLAS 0.3.9 stable, raise tol for Win...
> * `#11697 <https://github.com/scipy/scipy/pull/11697>`__: DOC: fix pdf of
> norminvgauss in scipy.stats
> * `#11701 <https://github.com/scipy/scipy/pull/11701>`__: MAINT: special:
> add rudimentary types for \`_ufuncs\` extension...
> * `#11702 <https://github.com/scipy/scipy/pull/11702>`__: BUG: Fixed a
> post-merge bug for eigh()
> * `#11703 <https://github.com/scipy/scipy/pull/11703>`__: Improves
> docstring with consistent L2-norm
> * `#11705 <https://github.com/scipy/scipy/pull/11705>`__: DOC: Slerp the
> SphericalVoronoi docstring
> * `#11706 <https://github.com/scipy/scipy/pull/11706>`__: ENH: mypy: add
> \`--mypy\` option to \`runtests.py\`
> * `#11710 <https://github.com/scipy/scipy/pull/11710>`__: ENH: Modified
> stats.kstest() to use the exact stats.kstwo.sf()...
> * `#11715 <https://github.com/scipy/scipy/pull/11715>`__: DOC: add ..
> versionadded:: to as_matrix/from_matrix in spatial/transf…
> * `#11716 <https://github.com/scipy/scipy/pull/11716>`__: BENCH: fix
> benchmark imports for \`\`optimize_linprog.py\`\`
> * `#11721 <https://github.com/scipy/scipy/pull/11721>`__: MAINT: io: Remove
> now-unnecessary \`# type: ignore\`
> * `#11722 <https://github.com/scipy/scipy/pull/11722>`__: MAINT: mypy:
> remove mpmath from the ratchet
> * `#11726 <https://github.com/scipy/scipy/pull/11726>`__: Handle constant
> input for scipy.stats.f_oneway
> * `#11729 <https://github.com/scipy/scipy/pull/11729>`__: BENCH: optimize:
> added infeasible benchmarks for linprog
> * `#11731 <https://github.com/scipy/scipy/pull/11731>`__: fix inaccurate
> information about Mac OS compiler (#11696)
> * `#11733 <https://github.com/scipy/scipy/pull/11733>`__: Fix inaccurate
> docstring example of HalfspaceIntersection
> * `#11734 <https://github.com/scipy/scipy/pull/11734>`__: Doc: fix
> inaccurate docstring of SmoothBivariateSpline.
> * `#11735 <https://github.com/scipy/scipy/pull/11735>`__: Bug: stats: fix
> wrong shape from median_absolute_deviation for...
> * `#11736 <https://github.com/scipy/scipy/pull/11736>`__: ENH: add input
> validations and its tests for FITPACK in fitpack2.py
> * `#11737 <https://github.com/scipy/scipy/pull/11737>`__: BUG: Prevent
> crashes due to MKL bug in ?heevr
> * `#11739 <https://github.com/scipy/scipy/pull/11739>`__: MAINT: special:
> add type stubs for \`_test_round.pyx\`
> * `#11740 <https://github.com/scipy/scipy/pull/11740>`__: MAINT: special:
> remove unused specfun f2py wrappers
> * `#11741 <https://github.com/scipy/scipy/pull/11741>`__: BUG: fix small
> tolerances handling for minpack and add a test.
> * `#11743 <https://github.com/scipy/scipy/pull/11743>`__: Doc: fix
> docstring of rfft, rfft2, rfftn, irfft, irfft2, irfftn...
> * `#11744 <https://github.com/scipy/scipy/pull/11744>`__: MAINT: Remove
> unused py3k.h code
> * `#11745 <https://github.com/scipy/scipy/pull/11745>`__: DOC: stats: Clean
> up ncf documentation.
> * `#11748 <https://github.com/scipy/scipy/pull/11748>`__: MAINT: special:
> type \`cython_special\` as \`Any\`
> * `#11750 <https://github.com/scipy/scipy/pull/11750>`__: MAINT: type hints
> for \`_spherical_voronoi\`
> * `#11752 <https://github.com/scipy/scipy/pull/11752>`__: DOC: fix
> docstring of scipy.optimize.least_squares
> * `#11753 <https://github.com/scipy/scipy/pull/11753>`__: ENH: add input
> validation for dendrogram and a test.
> * `#11755 <https://github.com/scipy/scipy/pull/11755>`__: MAINT: Replace
> uses of tostring with tobytes
> * `#11757 <https://github.com/scipy/scipy/pull/11757>`__: ENH: improve
> binned_statistics_2d performance.
> * `#11759 <https://github.com/scipy/scipy/pull/11759>`__: ENH: optimize:
> add HiGHS methods to linprog
> * `#11760 <https://github.com/scipy/scipy/pull/11760>`__: MAINT: Remove
> FileStream replaced by GenericStream
> * `#11761 <https://github.com/scipy/scipy/pull/11761>`__: MAINT: Replace
> npy_3kcompat.h shims
> * `#11765 <https://github.com/scipy/scipy/pull/11765>`__: TST: Speedup
> test_pascal which is VERY slow on Azure
> * `#11766 <https://github.com/scipy/scipy/pull/11766>`__: TST: speed up
> differential_evolution L8 test
> * `#11767 <https://github.com/scipy/scipy/pull/11767>`__: Change comment in
> continuous rv gamma fit function
> * `#11776 <https://github.com/scipy/scipy/pull/11776>`__: Add domain option
> for resample.
> * `#11784 <https://github.com/scipy/scipy/pull/11784>`__: BUG: Fixed
> calculation of nonzero elements in scipy.sparse.random
> * `#11786 <https://github.com/scipy/scipy/pull/11786>`__: ENH: stats: add
> axis keyword argument to scipy.stats.rankdata
> * `#11789 <https://github.com/scipy/scipy/pull/11789>`__: Doc: fix
> docstring of scipy.spatial.chebyshev
> * `#11792 <https://github.com/scipy/scipy/pull/11792>`__: DOC: dev: add
> guidelines for developing public Cython APIs
> * `#11794 <https://github.com/scipy/scipy/pull/11794>`__: MAINT: add
> comments explaining a problem in cython_optimize organization
> * `#11796 <https://github.com/scipy/scipy/pull/11796>`__: DOC: add a note
> about precision losing in csgraph.minimum_spanning_tree...
> * `#11797 <https://github.com/scipy/scipy/pull/11797>`__: ENH: Allow
> negative \`axis\` in \`interpolate.BSpline\`. Also...
> * `#11798 <https://github.com/scipy/scipy/pull/11798>`__: Add
> simplify_cells parameter to scipy.io.loadmat
> * `#11801 <https://github.com/scipy/scipy/pull/11801>`__: MAINT, DOC: minor
> changes of ratio-of-uniforms in scipy.stats
> * `#11802 <https://github.com/scipy/scipy/pull/11802>`__: BUG: fix
> scipy.odr to handle multidimensional independent and...
> * `#11803 <https://github.com/scipy/scipy/pull/11803>`__:
> scipy.stats.trapz: Use analytic formulas for stats and entropy.
> * `#11808 <https://github.com/scipy/scipy/pull/11808>`__: DOC: add Examples
> in the scipy.interpolate.interpn docstring.
> * `#11809 <https://github.com/scipy/scipy/pull/11809>`__: Duplicate entries
> are added together in csr_matrix constructor
> * `#11813 <https://github.com/scipy/scipy/pull/11813>`__: MAINT: bump
> pyflakes to version 2.1.1
> * `#11814 <https://github.com/scipy/scipy/pull/11814>`__: BUG:
> scipy.sparse.csr doctest failing with incorrect output value
> * `#11817 <https://github.com/scipy/scipy/pull/11817>`__: DOC: add Examples
> in the scipy.optimize.leastsq docstring
> * `#11820 <https://github.com/scipy/scipy/pull/11820>`__: ENH: Raise an
> error on incorrect bounds format in optimize.fmin_l_bfgs_b
> * `#11822 <https://github.com/scipy/scipy/pull/11822>`__: CI: add github
> actions for macOS
> * `#11824 <https://github.com/scipy/scipy/pull/11824>`__: DOC: add Examples
> in scipy.optimize.line_search docstring (line_search_wolfe2)
> * `#11830 <https://github.com/scipy/scipy/pull/11830>`__: TST: Always use
> fork for multiprocessing in fft tests
> * `#11831 <https://github.com/scipy/scipy/pull/11831>`__: DOC: add Examples
> and Returns in scipy.misc.central_diff_weights...
> * `#11832 <https://github.com/scipy/scipy/pull/11832>`__: DOC: stats: Some
> small corrections to a couple docstrings.
> * `#11833 <https://github.com/scipy/scipy/pull/11833>`__: BUG: Fix
> compiler_name when there are paths used in flags
> * `#11836 <https://github.com/scipy/scipy/pull/11836>`__: MAINT:
> re-introduce multiprocessing tests on Python3.8
> * `#11837 <https://github.com/scipy/scipy/pull/11837>`__: Doc: add Examples
> in scipy.optimize.fsolve docstring
> * `#11838 <https://github.com/scipy/scipy/pull/11838>`__: Doc: add Examples
> in scipy.sparse.linalg.minres docstring
> * `#11840 <https://github.com/scipy/scipy/pull/11840>`__: BUG:
> sparse.linalg: fix overflow in expm intermediate computation
> * `#11842 <https://github.com/scipy/scipy/pull/11842>`__: BLD: fix build
> with gfortran 10
> * `#11843 <https://github.com/scipy/scipy/pull/11843>`__: MAINT: Simplify
> floats in constants.py
> * `#11847 <https://github.com/scipy/scipy/pull/11847>`__: DOC: add a
> tutorial of scipy.optimize.linprog
> * `#11849 <https://github.com/scipy/scipy/pull/11849>`__: ENH: speed up
> geninvgauss by using cython
> * `#11852 <https://github.com/scipy/scipy/pull/11852>`__: CI: remove osx
> from travisCI
> * `#11857 <https://github.com/scipy/scipy/pull/11857>`__: BUG: Change
> parameter fc of gausspulse to float.
> * `#11861 <https://github.com/scipy/scipy/pull/11861>`__: order = degree +
> 1 for splines
> * `#11863 <https://github.com/scipy/scipy/pull/11863>`__: Make g77 ABI
> wrapper work with gfortran ABI lapack
> * `#11866 <https://github.com/scipy/scipy/pull/11866>`__: MAINT: add type
> ignores to sympy and matplotlib imports
> * `#11867 <https://github.com/scipy/scipy/pull/11867>`__: CI: Add arm64 in
> travis-ci
> * `#11869 <https://github.com/scipy/scipy/pull/11869>`__: DOC: signal: Add
> an example to the lsim2 docstring.
> * `#11870 <https://github.com/scipy/scipy/pull/11870>`__: DOC: signal: Use
> impulse instead of impulse2 in the impulse example...
> * `#11871 <https://github.com/scipy/scipy/pull/11871>`__: ENH: type ufuncs
> in special as ufuncs instead of Any
> * `#11872 <https://github.com/scipy/scipy/pull/11872>`__: BUG: avoid
> recomputing in scipy.optimize.optimize.MemoizeJac
> * `#11873 <https://github.com/scipy/scipy/pull/11873>`__: DOC: signal: Fix
> ODE in impulse and impulse2 docstrings.
> * `#11874 <https://github.com/scipy/scipy/pull/11874>`__: DOC: add Examples
> of docstring for scipy.interpolate.approximate_taylor_polynomial
> * `#11878 <https://github.com/scipy/scipy/pull/11878>`__: DOC: fixed a typo
> under scipy/integrate/quadrature.py
> * `#11879 <https://github.com/scipy/scipy/pull/11879>`__: BUG: Fix index
> arrays overflow in sparse.kron
> * `#11880 <https://github.com/scipy/scipy/pull/11880>`__: DOC: stats: Add
> Examples for bartlett, fligner, levene.
> * `#11881 <https://github.com/scipy/scipy/pull/11881>`__: MAINT: normalise
> numpy-->np in optimize.py
> * `#11882 <https://github.com/scipy/scipy/pull/11882>`__: DOC: add Examples
> for scipy.io.readsav docstring.
> * `#11883 <https://github.com/scipy/scipy/pull/11883>`__: DOC: add Returns
> and Examples for scipy.ndimage.correlate() docstring
> * `#11885 <https://github.com/scipy/scipy/pull/11885>`__: BUG: stats:
> Handle multidimensional arrays in f_oneway, and more.
> * `#11889 <https://github.com/scipy/scipy/pull/11889>`__: DOC: signal:
> Unify lsim and lsim2 examples.
> * `#11896 <https://github.com/scipy/scipy/pull/11896>`__: BUG: stats: Fix
> handling of size 0 inputs for ttest_rel and ttest_ind.
> * `#11897 <https://github.com/scipy/scipy/pull/11897>`__: DOC: Remove
> misleading default values from fit method
> * `#11898 <https://github.com/scipy/scipy/pull/11898>`__: MAINT:
> LinearVectorFunction.J is ndarray closes #11886
> * `#11902 <https://github.com/scipy/scipy/pull/11902>`__: BUG: linalg:
> test_heequb failure
> * `#11904 <https://github.com/scipy/scipy/pull/11904>`__: fix real-to-real
> transforms for complex inputs and overwrite_x=True
> * `#11906 <https://github.com/scipy/scipy/pull/11906>`__: DOC: stats: fix
> error caused by trapz docstring
> * `#11907 <https://github.com/scipy/scipy/pull/11907>`__: BUG: stats: fixed
> SEGFAULT from Issue #9710
> * `#11912 <https://github.com/scipy/scipy/pull/11912>`__: ENH: Respect
> matplotlib color palette with hierarchy/dendrogram.
> * `#11914 <https://github.com/scipy/scipy/pull/11914>`__: DOC: refine doc
> for spatial.distance.squareform
> * `#11915 <https://github.com/scipy/scipy/pull/11915>`__: ENH: Ndim linear
> operator
> * `#11919 <https://github.com/scipy/scipy/pull/11919>`__: ENH: expose
> "window_size" parameter in find_peaks_cwt()
> * `#11920 <https://github.com/scipy/scipy/pull/11920>`__: DOC: explain M,
> diffev
> * `#11923 <https://github.com/scipy/scipy/pull/11923>`__: CI: macOS install
> swig closes #11922
> * `#11924 <https://github.com/scipy/scipy/pull/11924>`__: DOC: add Examples
> for scipy.optimize.bracket() docstring
> * `#11930 <https://github.com/scipy/scipy/pull/11930>`__: DOC: add Examples
> and clean up for signal.qspline1d and signal.qspline_eval...
> * `#11931 <https://github.com/scipy/scipy/pull/11931>`__: DOC: add Examples
> for sparse.linalg.bicg docstring.
> * `#11933 <https://github.com/scipy/scipy/pull/11933>`__: DOC: Add original
> reference for Yao-Liu objective functions
> * `#11934 <https://github.com/scipy/scipy/pull/11934>`__: DOC, MAINT:
> mailmap update
> * `#11935 <https://github.com/scipy/scipy/pull/11935>`__: DOC: make
> scipy.stats.mode documentation reflect that the function...
> * `#11936 <https://github.com/scipy/scipy/pull/11936>`__: ENH: special: add
> type stubs for \`orthogonal.py\`
> * `#11937 <https://github.com/scipy/scipy/pull/11937>`__: DOC: Add
> docstring examples to fft2, ifft2, io.savemat
> * `#11938 <https://github.com/scipy/scipy/pull/11938>`__: MAINT: add helper
> function for deprecating Cython API functions
> * `#11942 <https://github.com/scipy/scipy/pull/11942>`__: MAINT: ignore
> conditional import in _lib/_util
> * `#11943 <https://github.com/scipy/scipy/pull/11943>`__: MAINT: special:
> add types for geterr/seterr/errstate
> * `#11946 <https://github.com/scipy/scipy/pull/11946>`__: MAINT: add
> py.typed marker
> * `#11950 <https://github.com/scipy/scipy/pull/11950>`__: TST:MAINT:
> separated and stabilized heequb tests
> * `#11952 <https://github.com/scipy/scipy/pull/11952>`__: DOC: update
> toolchain roadmap for py38, C99, C++11/14
> * `#11957 <https://github.com/scipy/scipy/pull/11957>`__: MAINT: Use
> np.errstate context manager instead of np.seterr.
> * `#11958 <https://github.com/scipy/scipy/pull/11958>`__: MAINT:
> interpolate: Remove some trailing spaces.
> * `#11960 <https://github.com/scipy/scipy/pull/11960>`__: MAINT: Cleanup
> Python2 compatibility code
> * `#11961 <https://github.com/scipy/scipy/pull/11961>`__: MAINT: Remove
> numpy/npy_3kcompat.h from _superluobject.c
> * `#11962 <https://github.com/scipy/scipy/pull/11962>`__: DOC: Fix type of
> \`codes\` in docstring of \`_vq._vq()\`
> * `#11964 <https://github.com/scipy/scipy/pull/11964>`__: MAINT: Cleanup
> unused IS_PYPY
> * `#11969 <https://github.com/scipy/scipy/pull/11969>`__: DOC: add Examples
> and fix docstring for special.airye
> * `#11970 <https://github.com/scipy/scipy/pull/11970>`__: BUG: sparse:
> 'diagonal' of sparse matrices fixed to match numpy's...
> * `#11974 <https://github.com/scipy/scipy/pull/11974>`__: BUG: Reshape
> oaconvolve output even when no axes are convolved
> * `#11976 <https://github.com/scipy/scipy/pull/11976>`__: MAINT: add logo
> for github actions
> * `#11977 <https://github.com/scipy/scipy/pull/11977>`__: CI: test bleeding
> edge Python
> * `#11979 <https://github.com/scipy/scipy/pull/11979>`__: DOC: add Examples
> for stats.ranksums() docstring.
> * `#11982 <https://github.com/scipy/scipy/pull/11982>`__: Fix KMeans++
> initialisation slowness
> * `#11983 <https://github.com/scipy/scipy/pull/11983>`__: DOC: add Examples
> for stats.mstats.argstoarray() docstring.
> * `#11986 <https://github.com/scipy/scipy/pull/11986>`__: Avoid bugs in
> ndimage when the output and input arrays overlap...
> * `#11988 <https://github.com/scipy/scipy/pull/11988>`__: ENH: Override fit
> method of Laplace distribution with Maximum...
> * `#11993 <https://github.com/scipy/scipy/pull/11993>`__: TST, CI: Azure
> Windows path fixups
> * `#11995 <https://github.com/scipy/scipy/pull/11995>`__: MAINT, CI: remove
> custom mingw Azure
> * `#11996 <https://github.com/scipy/scipy/pull/11996>`__: DOC: add Examples
> and fix pep warning for fft.set_global_backend...
> * `#11997 <https://github.com/scipy/scipy/pull/11997>`__: MAINT, CI: Azure
> OpenBLAS simplify
> * `#11998 <https://github.com/scipy/scipy/pull/11998>`__: BENCH: Run
> against current HEAD instead of master
> * `#12001 <https://github.com/scipy/scipy/pull/12001>`__: ENH: stats:
> Implement _logpdf for the maxwell distribution.
> * `#12004 <https://github.com/scipy/scipy/pull/12004>`__: DOC: add examples
> for integrate.quad_vec() and integrate.quad_explain()
> * `#12005 <https://github.com/scipy/scipy/pull/12005>`__: MAINT: Use helper
> functions in ?tbtrs tests
> * `#12007 <https://github.com/scipy/scipy/pull/12007>`__: MAINT: updated
> LICENSES_bundled for pybind11 and six
> * `#12008 <https://github.com/scipy/scipy/pull/12008>`__: DOC: roadmap
> update
> * `#12009 <https://github.com/scipy/scipy/pull/12009>`__: ENH: optimize:
> support 64-bit BLAS in lbfgsb
> * `#12010 <https://github.com/scipy/scipy/pull/12010>`__: ENH:
> sparse.linalg: support 64-bit BLAS in isolve
> * `#12012 <https://github.com/scipy/scipy/pull/12012>`__: DOC: add Examples
> for interpolate.barycentric_interpolate(),...
> * `#12013 <https://github.com/scipy/scipy/pull/12013>`__: MAINT: remove
> last uses of numpy.dual
> * `#12014 <https://github.com/scipy/scipy/pull/12014>`__: CI: print 10
> slowest tests
> * `#12020 <https://github.com/scipy/scipy/pull/12020>`__: MAINT: Removed
> handling of circular input in SphericalVoronoi
> * `#12022 <https://github.com/scipy/scipy/pull/12022>`__: DOC : added
> default value of absolute_sigma to False in scipy.optimize.curve_fit docs
> * `#12024 <https://github.com/scipy/scipy/pull/12024>`__: DOC: add Examples
> for io.hb_read() and io.hb_write()
> * `#12025 <https://github.com/scipy/scipy/pull/12025>`__: MAINT: Remove
> numpy/npy_3kcompat.h from nd_image
> * `#12028 <https://github.com/scipy/scipy/pull/12028>`__: Spelling
> correction
> * `#12030 <https://github.com/scipy/scipy/pull/12030>`__: ENH:
> optimize/_trlib: support ILP64 blas/lapack
> * `#12036 <https://github.com/scipy/scipy/pull/12036>`__: MAINT: Add some
> generated C files .gitignore
> * `#12038 <https://github.com/scipy/scipy/pull/12038>`__: MAINT, CI: Travis
> rackcdn->conda.org
> * `#12039 <https://github.com/scipy/scipy/pull/12039>`__: MAINT: signal:
> Lower the resolution of the plots in the chirp...
> * `#12040 <https://github.com/scipy/scipy/pull/12040>`__: DOC: add Examples
> for ndimage.spline_filter1d() and spline_filter()...
> * `#12044 <https://github.com/scipy/scipy/pull/12044>`__: MAINT: combine
> apt-get update and apt-get install into one RUN
> * `#12045 <https://github.com/scipy/scipy/pull/12045>`__: TST: Reduce size
> of test_diagonal_types to speed up tests
> * `#12046 <https://github.com/scipy/scipy/pull/12046>`__: MAINT: Remove
> unused npy_3kcompat.h
> * `#12047 <https://github.com/scipy/scipy/pull/12047>`__: MAINT: Cython 3.0
> compat
> * `#12050 <https://github.com/scipy/scipy/pull/12050>`__: DOC: add download
> number badges of PyPI and conda-forge in README.rst
> * `#12052 <https://github.com/scipy/scipy/pull/12052>`__: DOC: add Examples
> odr.models.polynomial() and fix odr.odr docstring...
> * `#12056 <https://github.com/scipy/scipy/pull/12056>`__: ENH: Modifies
> shapiro to return a named tuple
> * `#12057 <https://github.com/scipy/scipy/pull/12057>`__: Adding my name
> into THANKS.txt
> * `#12060 <https://github.com/scipy/scipy/pull/12060>`__: TST: Reduce
> number of test_diagonal_types configs
> * `#12062 <https://github.com/scipy/scipy/pull/12062>`__: TST: Change
> dec.slow to pytest.mark.slow
> * `#12068 <https://github.com/scipy/scipy/pull/12068>`__: ENH: Modifies
> jarque_bera to return a named tuple
> * `#12070 <https://github.com/scipy/scipy/pull/12070>`__: MAINT, CI:
> appveyor rack->conda.org
> * `#12072 <https://github.com/scipy/scipy/pull/12072>`__: TST: filter out
> factorial(float) deprecation warning
> * `#12078 <https://github.com/scipy/scipy/pull/12078>`__: TST: Skip test on
> colab with large memory alloc
> * `#12079 <https://github.com/scipy/scipy/pull/12079>`__: DOC: Remove
> Python2 reference from stats tutorial
> * `#12081 <https://github.com/scipy/scipy/pull/12081>`__: DOC: add Examples
> docstring for optimize.show_options()
> * `#12084 <https://github.com/scipy/scipy/pull/12084>`__: BUG: interpolate:
> fix BarycentricInterpolator with integer input...
> * `#12089 <https://github.com/scipy/scipy/pull/12089>`__: ENH:
> spatial/qhull: support ILP64 Lapack
> * `#12090 <https://github.com/scipy/scipy/pull/12090>`__: ENH: integrate:
> support ILP64 BLAS in odeint/vode/lsoda
> * `#12091 <https://github.com/scipy/scipy/pull/12091>`__: ENH: integrate:
> support ILP64 in quadpack
> * `#12092 <https://github.com/scipy/scipy/pull/12092>`__: BUG: Fix dropping
> dt in signal.StateSpace
> * `#12093 <https://github.com/scipy/scipy/pull/12093>`__: MAINT: Rollback
> python2.6 workaround
> * `#12094 <https://github.com/scipy/scipy/pull/12094>`__: MAINT:
> \`openblas_support\` hash checks
> * `#12095 <https://github.com/scipy/scipy/pull/12095>`__: MAINT: ndimage:
> change \`shares_memory\` to \`may_share_memory\`
> * `#12098 <https://github.com/scipy/scipy/pull/12098>`__: Doc: change 4
> model instances of odr to be instances of \`Model\`...
> * `#12101 <https://github.com/scipy/scipy/pull/12101>`__: Removed more
> unused imports and assignments.
> * `#12107 <https://github.com/scipy/scipy/pull/12107>`__: ENH: Area
> calculation for 2D inputs in SphericalVoronoi
> * `#12108 <https://github.com/scipy/scipy/pull/12108>`__: MAINT: ensure
> attributes have correct data type in \`SphericalVoronoi\`
> * `#12109 <https://github.com/scipy/scipy/pull/12109>`__: degree is not
> order in splines
> * `#12110 <https://github.com/scipy/scipy/pull/12110>`__: ENH: More
> helpful/forgiving io.wavfile errors
> * `#12117 <https://github.com/scipy/scipy/pull/12117>`__: BUG: fix newline
> * `#12123 <https://github.com/scipy/scipy/pull/12123>`__: [MAINT] Fix error
> on PyData/Sparse import.
> * `#12124 <https://github.com/scipy/scipy/pull/12124>`__: TST: Always test
> matmul now that Python3.5+ is required
> * `#12126 <https://github.com/scipy/scipy/pull/12126>`__: TST: Cleanup
> unused matplotlib code.
> * `#12127 <https://github.com/scipy/scipy/pull/12127>`__: DOC: update
> docstrings of signal.cspline2d, qspline2d, sepfir2d
> * `#12130 <https://github.com/scipy/scipy/pull/12130>`__: MAINT: Fixing
> broken links with linkchecker
> * `#12135 <https://github.com/scipy/scipy/pull/12135>`__: ENH: linalg: Add
> the function convolution_matrix.
> * `#12136 <https://github.com/scipy/scipy/pull/12136>`__: MAINT: Cleanup
> np.poly1d hack
> * `#12137 <https://github.com/scipy/scipy/pull/12137>`__: TST, CI:
> reproduce wheels 32-bit setup
> * `#12140 <https://github.com/scipy/scipy/pull/12140>`__: TST: stats: add
> kstwo, ksone to slow tests.
> * `#12141 <https://github.com/scipy/scipy/pull/12141>`__: Support 64-bit
> integer size in Fitpack
> * `#12151 <https://github.com/scipy/scipy/pull/12151>`__: DOC: Correct
> Rosenbrock function sum
> * `#12159 <https://github.com/scipy/scipy/pull/12159>`__: BUG: Fix length
> calculation in upfirdn
> * `#12160 <https://github.com/scipy/scipy/pull/12160>`__: BUG: Fix M_PI
> * `#12168 <https://github.com/scipy/scipy/pull/12168>`__: DOC: add an
> obsolete version checking javascript to doc release...
> * `#12171 <https://github.com/scipy/scipy/pull/12171>`__: CI, MAINT: Azure
> OpenBLAS drive flip
> * `#12172 <https://github.com/scipy/scipy/pull/12172>`__: ENH: Bounds for
> the Powell minimization method
> * `#12175 <https://github.com/scipy/scipy/pull/12175>`__: BLD: support more
> Fortran compilers for ilp64 and macro expansion...
> * `#12179 <https://github.com/scipy/scipy/pull/12179>`__: BUG: stats: A few
> distributions didn't accept lists as arguments.
> * `#12180 <https://github.com/scipy/scipy/pull/12180>`__: MAINT: removed
> redundant import in SphericalVoronoi tests
> * `#12181 <https://github.com/scipy/scipy/pull/12181>`__: DOC: for
> versionwarning don't use $.getScript
> * `#12182 <https://github.com/scipy/scipy/pull/12182>`__: MAINT: random
> sampling on the hypersphere in SphericalVoronoi...
> * `#12194 <https://github.com/scipy/scipy/pull/12194>`__: MAINT: Module and
> example cleanups for doc build
> * `#12202 <https://github.com/scipy/scipy/pull/12202>`__: ENH: tool to DL
> release wheels from Anaconda
> * `#12210 <https://github.com/scipy/scipy/pull/12210>`__: Remove py.typed
> marker (at least for the release)
> * `#12217 <https://github.com/scipy/scipy/pull/12217>`__: BUG: stats: Fix
> handling of edge cases in median_abs_deviation.
> * `#12223 <https://github.com/scipy/scipy/pull/12223>`__: BUG: stats:
> wilcoxon returned p > 1 for certain inputs.
> * `#12227 <https://github.com/scipy/scipy/pull/12227>`__: BLD: Set macos
> min version when building rectangular_lsap
> * `#12229 <https://github.com/scipy/scipy/pull/12229>`__: MAINT:
> tools/gh_lists.py: fix http header case sensitivity issue
> * `#12236 <https://github.com/scipy/scipy/pull/12236>`__: DOC: Fix a couple
> grammatical mistakes in 1.5.0-notes.rst.
> * `#12276 <https://github.com/scipy/scipy/pull/12276>`__: TST: skip
> `test_heequb`, it fails intermittently.
> * `#12285 <https://github.com/scipy/scipy/pull/12285>`__: CI: split travis
> arm64 run into two
> * `#12317 <https://github.com/scipy/scipy/pull/12317>`__: BUG: prevent
> error accumulation in `Rotation` multiplication
> * `#12318 <https://github.com/scipy/scipy/pull/12318>`__: BUG: sparse:
> avoid np.prod overflow in check_shape
> * `#12319 <https://github.com/scipy/scipy/pull/12319>`__: BUG: Make cobyla
> threadsafe
> * `#12335 <https://github.com/scipy/scipy/pull/12335>`__: MAINT: Work
> around Sphinx bug
>
>
> Checksums
> =========
>
> MD5
> ~~~
>
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