Re: [Numpy-discussion] [SciPy-Dev] ANN: SciPy 1.4.0

Wow, good work. It is nice to see significant improvements made to FFT !

On Tue, Dec 17, 2019 at 3:41 PM Ralf Gommers <ralf.gommers@gmail.com> wrote:

>
>
> On Mon, Dec 16, 2019 at 5:13 PM Warren Weckesser <
> warren.weckesser@gmail.com> wrote:
>
>> On 12/16/19, Tyler Reddy <tyler.je.reddy@gmail.com> wrote:
>> > -----BEGIN PGP SIGNED MESSAGE-----
>> > Hash: SHA256
>> >
>> > Hi all,
>> >
>> > On behalf of the SciPy development team I'm pleased to announce
>> > the release of SciPy 1.4.0.
>>
>>
>> Fantastic, thanks Tyler!
>>
>>
> +1 thanks for taking care of this release Tyler!
>
> Ralf
>
>
>
>> Warren
>>
>>
>> >
>> > Sources and binary wheels can be found at:
>> > https://pypi.org/project/scipy/
>> > and at:
>> > https://github.com/scipy/scipy/releases/tag/v1.4.0
>> >
>> > One of a few ways to install this release with pip:
>> >
>> > pip install scipy==1.4.0
>> >
>> > ==========================
>> > SciPy 1.4.0 Release Notes
>> > ==========================
>> >
>> > SciPy 1.4.0 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
>> > 1.4.x branch, and on adding new features on the master branch.
>> >
>> > This release requires Python 3.5+ and NumPy >=1.13.3 (for Python 3.5,
>> 3.6),
>> >>=1.14.5 (for Python 3.7), >= 1.17.3 (for Python 3.8)
>> >
>> > For running on PyPy, PyPy3 6.0+ and NumPy 1.15.0 are required.
>> >
>> > Highlights of this release
>> > ----------------------------------
>> >
>> > - a new submodule, `scipy.fft`, now supersedes `scipy.fftpack`; this
>> >   means support for ``long double`` transforms, faster multi-dimensional
>> >   transforms, improved algorithm time complexity, release of the global
>> >   intepreter lock, and control over threading behavior
>> > - support for ``pydata/sparse`` arrays in `scipy.sparse.linalg`
>> > - substantial improvement to the documentation and functionality of
>> >   several `scipy.special` functions, and some new additions
>> > - the generalized inverse Gaussian distribution has been added to
>> >   `scipy.stats`
>> > - an implementation of the Edmonds-Karp algorithm in
>> >   `scipy.sparse.csgraph.maximum_flow`
>> > - `scipy.spatial.SphericalVoronoi` now supports n-dimensional input,
>> >    has linear memory complexity, improved performance, and
>> >    supports single-hemisphere generators
>> >
>> >
>> > New features
>> > ============
>> >
>> > Infrastructure
>> > --------------------
>> > Documentation can now be built with ``runtests.py --doc``
>> >
>> > A ``Dockerfile`` is now available in the ``scipy/scipy-dev`` repository
>> to
>> > facilitate getting started with SciPy development.
>> >
>> > `scipy.constants` improvements
>> > ---------------------------------------------
>> > `scipy.constants` has been updated with the CODATA 2018 constants.
>> >
>> >
>> > `scipy.fft` added
>> > ------------------------
>> > `scipy.fft` is a new submodule that supersedes the `scipy.fftpack`
>> > submodule.
>> > For the most part, this is a drop-in replacement for ``numpy.fft`` and
>> > `scipy.fftpack` alike. With some important differences, `scipy.fft`:
>> > - uses NumPy's conventions for real transforms (``rfft``). This means
>> the
>> > return value is a complex array, half the size of the full ``fft``
>> output.
>> > This is different from the output of ``fftpack`` which returned a real
>> > array
>> > representing complex components packed together.
>> > - the inverse real to real transforms (``idct`` and ``idst``) are
>> > normalized
>> > for ``norm=None`` in thesame way as ``ifft``. This means the identity
>> > ``idct(dct(x)) == x`` is now ``True`` for all norm modes.
>> > - does not include the convolutions or pseudo-differential operators
>> > from ``fftpack``.
>> >
>> > This submodule is based on the ``pypocketfft`` library, developed by the
>> > author of ``pocketfft`` which was recently adopted by NumPy as well.
>> > ``pypocketfft`` offers a number of advantages over fortran ``FFTPACK``:
>> > - support for long double (``np.longfloat``) precision transforms.
>> > - faster multi-dimensional transforms using vectorisation
>> > - Bluestein’s algorithm removes the worst-case ``O(n^2)`` complexity of
>> > ``FFTPACK``
>> > - the global interpreter lock (``GIL``) is released during transforms
>> > - optional multithreading of multi-dimensional transforms via the
>> > ``workers``
>> > argument
>> >
>> > Note that `scipy.fftpack` has not been deprecated and will continue to
>> be
>> > maintained but is now considered legacy. New code is recommended to use
>> > `scipy.fft` instead, where possible.
>> >
>> > `scipy.fftpack` improvements
>> > ----------------------------------------
>> > `scipy.fftpack` now uses pypocketfft to perform its FFTs, offering the
>> same
>> > speed and accuracy benefits listed for scipy.fft above but without the
>> > improved API.
>> >
>> > `scipy.integrate` improvements
>> > -------------------------------------------
>> >
>> > The function `scipy.integrate.solve_ivp` now has an ``args`` argument.
>> > This allows the user-defined functions passed to the function to have
>> > additional parameters without having to create wrapper functions or
>> > lambda expressions for them.
>> >
>> > `scipy.integrate.solve_ivp` can now return a ``y_events`` attribute
>> > representing the solution of the ODE at event times
>> >
>> > New ``OdeSolver`` is implemented --- ``DOP853``. This is a high-order
>> > explicit
>> > Runge-Kutta method originally implemented in Fortran. Now we provide a
>> pure
>> > Python implementation usable through ``solve_ivp`` with all its
>> features.
>> >
>> > `scipy.integrate.quad` provides better user feedback when break points
>> are
>> > specified with a weighted integrand.
>> >
>> > `scipy.integrate.quad_vec` is now available for general purpose
>> integration
>> > of vector-valued functions
>> >
>> >
>> > `scipy.interpolate` improvements
>> > ---------------------------------------------
>> > `scipy.interpolate.pade` now handles complex input data gracefully
>> >
>> > `scipy.interpolate.Rbf` can now interpolate multi-dimensional functions
>> >
>> > `scipy.io` improvements
>> > ---------------------------------
>> >
>> > `scipy.io.wavfile.read` can now read data from a `WAV` file that has a
>> > malformed header, similar to other modern `WAV` file parsers
>> >
>> > `scipy.io.FortranFile` now has an expanded set of available
>> ``Exception``
>> > classes for handling poorly-formatted files
>> >
>> >
>> > `scipy.linalg` improvements
>> > -------------------------------------
>> > The function ``scipy.linalg.subspace_angles(A, B)`` now gives correct
>> > results for complex-valued matrices. Before this, the function only
>> > returned
>> > correct values for real-valued matrices.
>> >
>> > New boolean keyword argument ``check_finite`` for `scipy.linalg.norm`;
>> > whether
>> > to check that the input matrix contains only finite numbers. Disabling
>> may
>> > give a performance gain, but may result in problems (crashes,
>> > non-termination)
>> > if the inputs do contain infinities or NaNs.
>> >
>> > `scipy.linalg.solve_triangular` has improved performance for a C-ordered
>> > triangular matrix
>> >
>> > ``LAPACK`` wrappers have been added for ``?geequ``, ``?geequb``,
>> > ``?syequb``,
>> > and ``?heequb``
>> >
>> > Some performance improvements may be observed due to an internal
>> > optimization
>> > in operations involving LAPACK routines via ``_compute_lwork``. This is
>> > particularly true for operations on small arrays.
>> >
>> > Block ``QR`` wrappers are now available in `scipy.linalg.lapack`
>> >
>> >
>> > `scipy.ndimage` improvements
>> > ------------------------------------------
>> >
>> >
>> > `scipy.optimize` improvements
>> > ------------------------------------------
>> > It is now possible to use linear and non-linear constraints with
>> > `scipy.optimize.differential_evolution`.
>> >
>> > `scipy.optimize.linear_sum_assignment` has been re-written in C++ to
>> > improve
>> > performance, and now allows input costs to be infinite.
>> >
>> > A ``ScalarFunction.fun_and_grad`` method was added for convenient
>> > simultaneous
>> > retrieval of a function and gradient evaluation
>> >
>> > `scipy.optimize.minimize` ``BFGS`` method has improved performance by
>> > avoiding
>> > duplicate evaluations in some cases
>> >
>> > Better user feedback is provided when an objective function returns an
>> > array
>> > instead of a scalar.
>> >
>> >
>> > `scipy.signal` improvements
>> > --------------------------------------
>> >
>> > Added a new function to calculate convolution using the overlap-add
>> method,
>> > named `scipy.signal.oaconvolve`. Like `scipy.signal.fftconvolve`, this
>> > function supports specifying dimensions along which to do the
>> convolution.
>> >
>> > `scipy.signal.cwt` now supports complex wavelets.
>> >
>> > The implementation of ``choose_conv_method`` has been updated to reflect
>> > the
>> > new FFT implementation. In addition, the performance has been
>> significantly
>> > improved (with rather drastic improvements in edge cases).
>> >
>> > The function ``upfirdn`` now has a ``mode`` keyword argument that can be
>> > used
>> > to select the signal extension mode used at the signal boundaries. These
>> > modes
>> > are also available for use in ``resample_poly`` via a newly added
>> > ``padtype``
>> > argument.
>> >
>> > `scipy.signal.sosfilt` now benefits from Cython code for improved
>> > performance
>> >
>> > `scipy.signal.resample` should be more efficient by leveraging ``rfft``
>> > when
>> > possible
>> >
>> > `scipy.sparse` improvements
>> > ---------------------------------------
>> > It is now possible to use the LOBPCG method in
>> `scipy.sparse.linalg.svds`.
>> >
>> > `scipy.sparse.linalg.LinearOperator` now supports the operation
>> ``rmatmat``
>> > for adjoint matrix-matrix multiplication, in addition to ``rmatvec``.
>> >
>> > Multiple stability updates enable float32 support in the LOBPCG
>> eigenvalue
>> > solver for symmetric and Hermitian eigenvalues problems in
>> > ``scipy.sparse.linalg.lobpcg``.
>> >
>> > A solver for the maximum flow problem has been added as
>> > `scipy.sparse.csgraph.maximum_flow`.
>> >
>> > `scipy.sparse.csgraph.maximum_bipartite_matching` now allows non-square
>> > inputs,
>> > no longer requires a perfect matching to exist, and has improved
>> > performance.
>> >
>> > `scipy.sparse.lil_matrix` conversions now perform better in some
>> scenarios
>> >
>> > Basic support is available for ``pydata/sparse`` arrays in
>> > `scipy.sparse.linalg`
>> >
>> > `scipy.sparse.linalg.spsolve_triangular` now supports the
>> ``unit_diagonal``
>> > argument to improve call signature similarity with its dense
>> counterpart,
>> > `scipy.linalg.solve_triangular`
>> >
>> > ``assertAlmostEqual`` may now be used with sparse matrices, which have
>> > added
>> > support for ``__round__``
>> >
>> > `scipy.spatial` improvements
>> > ---------------------------------------
>> > The bundled Qhull library was upgraded to version 2019.1, fixing several
>> > issues. Scipy-specific patches are no longer applied to it.
>> >
>> > `scipy.spatial.SphericalVoronoi` now has linear memory complexity,
>> improved
>> > performance, and supports single-hemisphere generators. Support has also
>> > been
>> > added for handling generators that lie on a great circle arc (geodesic
>> > input)
>> > and for generators in n-dimensions.
>> >
>> > `scipy.spatial.transform.Rotation` now includes functions for
>> calculation
>> > of a
>> > mean rotation, generation of the 3D rotation groups, and reduction of
>> > rotations
>> > with rotational symmetries.
>> >
>> > `scipy.spatial.transform.Slerp` is now callable with a scalar argument
>> >
>> > `scipy.spatial.voronoi_plot_2d` now supports furthest site Voronoi
>> diagrams
>> >
>> > `scipy.spatial.Delaunay` and `scipy.spatial.Voronoi` now have attributes
>> > for tracking whether they are furthest site diagrams
>> >
>> > `scipy.special` improvements
>> > -----------------------------------------
>> > The Voigt profile has been added as `scipy.special.voigt_profile`.
>> >
>> > A real dispatch has been added for the Wright Omega function
>> > (`scipy.special.wrightomega`).
>> >
>> > The analytic continuation of the Riemann zeta function has been added.
>> (The
>> > Riemann zeta function is the one-argument variant of
>> `scipy.special.zeta`.)
>> >
>> > The complete elliptic integral of the first kind
>> (`scipy.special.ellipk`)
>> > is
>> > now available in `scipy.special.cython_special`.
>> >
>> > The accuracy of `scipy.special.hyp1f1` for real arguments has been
>> > improved.
>> >
>> > The documentation of many functions has been improved.
>> >
>> > `scipy.stats` improvements
>> > -------------------------------------
>> > `scipy.stats.multiscale_graphcorr` added as an independence test that
>> > operates on high dimensional and nonlinear data sets. It has higher
>> > statistical
>> > power than other `scipy.stats` tests while being the only one that
>> operates
>> > on
>> > multivariate data.
>> >
>> > The generalized inverse Gaussian distribution
>> (`scipy.stats.geninvgauss`)
>> > has
>> > been added.
>> >
>> > It is now possible to efficiently reuse
>> `scipy.stats.binned_statistic_dd`
>> > with new values by providing the result of a previous call to the
>> function.
>> >
>> > `scipy.stats.hmean` now handles input with zeros more gracefully.
>> >
>> > The beta-binomial distribution is now available in
>> `scipy.stats.betabinom`.
>> >
>> > `scipy.stats.zscore`, `scipy.stats.circmean`, `scipy.stats.circstd`, and
>> > `scipy.stats.circvar` now support the ``nan_policy`` argument for
>> enhanced
>> > handling of ``NaN`` values
>> >
>> > `scipy.stats.entropy` now accepts an ``axis`` argument
>> >
>> > `scipy.stats.gaussian_kde.resample` now accepts a ``seed`` argument to
>> > empower
>> > reproducibility
>> >
>> > `scipy.stats.kendalltau` performance has improved, especially for large
>> > inputs,
>> > due to improved cache usage
>> >
>> > `scipy.stats.truncnorm` distribution has been rewritten to support much
>> > wider
>> > tails
>> >
>> >
>> > Deprecated features
>> > ===================
>> >
>> > `scipy` deprecations
>> > -----------------------------
>> > Support for NumPy functions exposed via the root SciPy namespace is
>> > deprecated
>> > and will be removed in 2.0.0. For example, if you use ``scipy.rand`` or
>> > ``scipy.diag``, you should change your code to directly use
>> > ``numpy.random.default_rng`` or ``numpy.diag``, respectively.
>> > They remain available in the currently continuing Scipy 1.x release
>> series.
>> >
>> > The exception to this rule is using ``scipy.fft`` as a function --
>> > :mod:`scipy.fft` is now meant to be used only as a module, so the
>> ability
>> > to
>> > call ``scipy.fft(...)`` will be removed in SciPy 1.5.0.
>> >
>> > In `scipy.spatial.Rotation` methods ``from_dcm``, ``as_dcm`` were
>> renamed
>> > to
>> > ``from_matrix``, ``as_matrix`` respectively. The old names will be
>> removed
>> > in
>> > SciPy 1.6.0.
>> >
>> > Method ``Rotation.match_vectors`` was deprecated in favor of
>> > ``Rotation.align_vectors``, which provides a more logical and
>> > general API to the same functionality. The old method
>> > will be removed in SciPy 1.6.0.
>> >
>> > Backwards incompatible changes
>> > ==========================
>> >
>> > `scipy.special` changes
>> > ---------------------------------
>> > The deprecated functions ``hyp2f0``, ``hyp1f2``, and ``hyp3f0`` have
>> been
>> > removed.
>> >
>> > The deprecated function ``bessel_diff_formula`` has been removed.
>> >
>> > The function ``i0`` is no longer registered with ``numpy.dual``, so that
>> > ``numpy.dual.i0`` will unconditionally refer to the NumPy version
>> > regardless
>> > of whether `scipy.special` is imported.
>> >
>> > The function ``expn`` has been changed to return ``nan`` outside of its
>> > domain of definition (``x, n < 0``) instead of ``inf``.
>> >
>> > `scipy.sparse` changes
>> > --------------------------------
>> > Sparse matrix reshape now raises an error if shape is not
>> two-dimensional,
>> > rather than guessing what was meant. The behavior is now the same as
>> before
>> > SciPy 1.1.0.
>> >
>> > ``CSR`` and ``CSC`` sparse matrix classes should now return empty
>> matrices
>> > of the same type when indexed out of bounds. Previously, for some
>> versions
>> > of SciPy, this would raise an ``IndexError``. The change is largely
>> > motivated
>> > by greater consistency with ``ndarray`` and ``numpy.matrix`` semantics.
>> >
>> > `scipy.signal` changes
>> > -------------------------------
>> > `scipy.signal.resample` behavior for length-1 signal inputs has been
>> > fixed to output a constant (DC) value rather than an impulse, consistent
>> > with
>> > the assumption of signal periodicity in the FFT method.
>> >
>> > `scipy.signal.cwt` now performs complex conjugation and time-reversal of
>> > wavelet data, which is a backwards-incompatible bugfix for
>> > time-asymmetric wavelets.
>> >
>> > `scipy.stats` changes
>> > ------------------------------
>> > `scipy.stats.loguniform` added with better documentation as (an alias
>> for
>> > ``scipy.stats.reciprocal``). ``loguniform`` generates random variables
>> > that are equally likely in the log space; e.g., ``1``, ``10`` and
>> ``100``
>> > are all equally likely if ``loguniform(10 ** 0, 10 ** 2).rvs()`` is
>> used.
>> >
>> >
>> > Other changes
>> > =============
>> > The ``LSODA`` method of `scipy.integrate.solve_ivp` now correctly
>> detects
>> > stiff
>> > problems.
>> >
>> > `scipy.spatial.cKDTree` now accepts and correctly handles empty input
>> data
>> >
>> > `scipy.stats.binned_statistic_dd` now calculates the standard deviation
>> > statistic in a numerically stable way.
>> >
>> > `scipy.stats.binned_statistic_dd` now throws an error if the input data
>> > contains either ``np.nan`` or ``np.inf``. Similarly, in `scipy.stats`
>> now
>> > all
>> > continuous distributions' ``.fit()`` methods throw an error if the input
>> > data
>> > contain any instance of either ``np.nan`` or ``np.inf``.
>> >
>> >
>> > Authors
>> > =======
>> >
>> > * @endolith
>> > * @wenhui-prudencemed +
>> > * Abhinav +
>> > * Anne Archibald
>> > * ashwinpathak20nov1996 +
>> > * Danilo Augusto +
>> > * Nelson Auner +
>> > * aypiggott +
>> > * Christoph Baumgarten
>> > * Peter Bell
>> > * Sebastian Berg
>> > * Arman Bilge +
>> > * Benedikt Boecking +
>> > * Christoph Boeddeker +
>> > * Daniel Bunting
>> > * Evgeni Burovski
>> > * Angeline Burrell +
>> > * Angeline G. Burrell +
>> > * CJ Carey
>> > * Carlos Ramos Carreño +
>> > * Mak Sze Chun +
>> > * Malayaja Chutani +
>> > * Christian Clauss +
>> > * Jonathan Conroy +
>> > * Stephen P Cook +
>> > * Dylan Cutler +
>> > * Anirudh Dagar +
>> > * Aidan Dang +
>> > * dankleeman +
>> > * Brandon David +
>> > * Tyler Dawson +
>> > * Dieter Werthmüller
>> > * Joe Driscoll +
>> > * Jakub Dyczek +
>> > * Dávid Bodnár
>> > * Fletcher Easton +
>> > * Stefan Endres
>> > * etienne +
>> > * Johann Faouzi
>> > * Yu Feng
>> > * Isuru Fernando +
>> > * Matthew H Flamm
>> > * Martin Gauch +
>> > * Gabriel Gerlero +
>> > * Ralf Gommers
>> > * Chris Gorgolewski +
>> > * Domen Gorjup +
>> > * Edouard Goudenhoofdt +
>> > * Jan Gwinner +
>> > * Maja Gwozdz +
>> > * Matt Haberland
>> > * hadshirt +
>> > * Pierre Haessig +
>> > * David Hagen
>> > * Charles Harris
>> > * Gina Helfrich +
>> > * Alex Henrie +
>> > * Francisco J. Hernandez Heras +
>> > * Andreas Hilboll
>> > * Lindsey Hiltner
>> > * Thomas Hisch
>> > * Min ho Kim +
>> > * Gert-Ludwig Ingold
>> > * jakobjakobson13 +
>> > * Todd Jennings
>> > * He Jia
>> > * Muhammad Firmansyah Kasim +
>> > * Andrew Knyazev +
>> > * Holger Kohr +
>> > * Mateusz Konieczny +
>> > * Krzysztof Pióro +
>> > * Philipp Lang +
>> > * Peter Mahler Larsen +
>> > * Eric Larson
>> > * Antony Lee
>> > * Gregory R. Lee
>> > * Chelsea Liu +
>> > * Jesse Livezey
>> > * Peter Lysakovski +
>> > * Jason Manley +
>> > * Michael Marien +
>> > * Nikolay Mayorov
>> > * G. D. McBain +
>> > * Sam McCormack +
>> > * Melissa Weber Mendonça +
>> > * Kevin Michel +
>> > * mikeWShef +
>> > * Sturla Molden
>> > * Eric Moore
>> > * Peyton Murray +
>> > * Andrew Nelson
>> > * Clement Ng +
>> > * Juan Nunez-Iglesias
>> > * Renee Otten +
>> > * Kellie Ottoboni +
>> > * Ayappan P
>> > * Sambit Panda +
>> > * Tapasweni Pathak +
>> > * Oleksandr Pavlyk
>> > * Fabian Pedregosa
>> > * Petar Mlinarić
>> > * Matti Picus
>> > * Marcel Plch +
>> > * Christoph Pohl +
>> > * Ilhan Polat
>> > * Siddhesh Poyarekar +
>> > * Ioannis Prapas +
>> > * James Alan Preiss +
>> > * Yisheng Qiu +
>> > * Eric Quintero
>> > * Bharat Raghunathan +
>> > * Tyler Reddy
>> > * Joscha Reimer
>> > * Antonio Horta Ribeiro
>> > * Lucas Roberts
>> > * rtshort +
>> > * Josua Sassen
>> > * Kevin Sheppard
>> > * Scott Sievert
>> > * Leo Singer
>> > * Kai Striega
>> > * Søren Fuglede Jørgensen
>> > * tborisow +
>> > * Étienne Tremblay +
>> > * tuxcell +
>> > * Miguel de Val-Borro
>> > * Andrew Valentine +
>> > * Hugo van Kemenade
>> > * Paul van Mulbregt
>> > * Sebastiano Vigna
>> > * Pauli Virtanen
>> > * Dany Vohl +
>> > * Ben Walsh +
>> > * Huize Wang +
>> > * Warren Weckesser
>> > * Anreas Weh +
>> > * Joseph Weston +
>> > * Adrian Wijaya +
>> > * Timothy Willard +
>> > * Josh Wilson
>> > * Kentaro Yamamoto +
>> > * Dave Zbarsky +
>> >
>> > A total of 142 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 1.4.0
>> > --------------------------------
>> >
>> > * `#1255 <https://github.com/scipy/scipy/issues/1255>`__: maxiter
>> broken
>> > for Scipy.sparse.linalg gmres, in addition to...
>> > * `#1301 <https://github.com/scipy/scipy/issues/1301>`__: consolidate
>> > multipack.h from interpolate and integrate packages...
>> > * `#1739 <https://github.com/scipy/scipy/issues/1739>`__: Single
>> precision
>> > FFT insufficiently accurate. (Trac #1212)
>> > * `#1795 <https://github.com/scipy/scipy/issues/1795>`__: stats
>> > test_distributions.py: replace old fuzz tests (Trac #1269)
>> > * `#2233 <https://github.com/scipy/scipy/issues/2233>`__: fftpack
>> segfault
>> > with big arrays (Trac #1714)
>> > * `#2434 <https://github.com/scipy/scipy/issues/2434>`__: rmatmat and
>> the
>> > sophistication of linear operator objects
>> > * `#2477 <https://github.com/scipy/scipy/issues/2477>`__:
>> > stats.truncnorm.rvs() does not give symmetric results for negative...
>> > * `#2629 <https://github.com/scipy/scipy/issues/2629>`__: FFTpack is
>> > unacceptably slow on non power of 2
>> > * `#2883 <https://github.com/scipy/scipy/issues/2883>`__:
>> UnboundLocalError
>> > in scipy.interpolate.splrep
>> > * `#2956 <https://github.com/scipy/scipy/issues/2956>`__: Feature
>> Request:
>> > axis argument for stats.entropy function
>> > * `#3528 <https://github.com/scipy/scipy/issues/3528>`__: Segfault on
>> > test_djbfft (possibly MKL-related?)
>> > * `#3793 <https://github.com/scipy/scipy/issues/3793>`__: cwt should
>> also
>> > return complex array
>> > * `#4464 <https://github.com/scipy/scipy/issues/4464>`__: TST:
>> > residue/residuez/invres/invresz don't have any tests
>> > * `#4561 <https://github.com/scipy/scipy/issues/4561>`__: BUG: tf
>> filter
>> > trailing and leading zeros in residuez
>> > * `#4669 <https://github.com/scipy/scipy/issues/4669>`__: Rewrite
>> sosfilt
>> > to make a single loop over the input?
>> > * `#5040 <https://github.com/scipy/scipy/issues/5040>`__: BUG: Empty
>> data
>> > handling of (c)KDTrees
>> > * `#5112 <https://github.com/scipy/scipy/issues/5112>`__: boxcox
>> transform
>> > edge cases could use more care
>> > * `#5441 <https://github.com/scipy/scipy/issues/5441>`__:
>> scipy.stats.ncx2
>> > fails for nc=0
>> > * `#5502 <https://github.com/scipy/scipy/issues/5502>`__: args keyword
>> not
>> > handled in optimize.curve_fit
>> > * `#6484 <https://github.com/scipy/scipy/issues/6484>`__: Qhull
>> > segmentation fault
>> > * `#6900 <https://github.com/scipy/scipy/issues/6900>`__:
>> > linear_sum_assignment with infinite weights
>> > * `#6966 <https://github.com/scipy/scipy/issues/6966>`__:
>> Hypergeometric
>> > Functions documentation is lacking
>> > * `#6999 <https://github.com/scipy/scipy/issues/6999>`__: possible
>> false
>> > positive corruption check in compressed loadmat()
>> > * `#7018 <https://github.com/scipy/scipy/issues/7018>`__: ydata that
>> needs
>> > broadcasting renders curve_fit unable to compute...
>> > * `#7140 <https://github.com/scipy/scipy/issues/7140>`__: trouble with
>> > documentation for windows
>> > * `#7327 <https://github.com/scipy/scipy/issues/7327>`__:
>> > interpolate.ndgriddata.griddata causes Python to crash rather...
>> > * `#7396 <https://github.com/scipy/scipy/issues/7396>`__:
>> > MatrixLinearOperator implements _adjoint(), but not _transpose()
>> > * `#7400 <https://github.com/scipy/scipy/issues/7400>`__: BUG(?):
>> special:
>> > factorial and factorial2 return a 0-dimensional...
>> > * `#7434 <https://github.com/scipy/scipy/issues/7434>`__: Testing of
>> > scipy.stats continuous distributions misses 25 distributions
>> > * `#7491 <https://github.com/scipy/scipy/issues/7491>`__: Several
>> > scipy.stats distributions (fisk, burr, burr12, f) return...
>> > * `#7759 <https://github.com/scipy/scipy/issues/7759>`__: Overflow in
>> > stats.kruskal for large samples
>> > * `#7906 <https://github.com/scipy/scipy/issues/7906>`__: Wrong result
>> from
>> > scipy.interpolate.UnivariateSpline.integral...
>> > * `#8165 <https://github.com/scipy/scipy/issues/8165>`__: ENH: match
>> > functionality of R for hmean
>> > * `#8417 <https://github.com/scipy/scipy/issues/8417>`__:
>> > optimimze.minimize(method='L-BFGS-B', options={'disp': True})...
>> > * `#8535 <https://github.com/scipy/scipy/issues/8535>`__: Strictly
>> > increasing requirement in UnivariateSpline
>> > * `#8815 <https://github.com/scipy/scipy/issues/8815>`__: [BUG] GMRES:
>> > number of iteration is only increased if callback...
>> > * `#9207 <https://github.com/scipy/scipy/issues/9207>`__:
>> > scipy.linalg.solve_triangular speed after scipy.linalg.lu_factor
>> > * `#9275 <https://github.com/scipy/scipy/issues/9275>`__: new feature:
>> > adding LOBPCG solver in svds in addition to ARPACK
>> > * `#9403 <https://github.com/scipy/scipy/issues/9403>`__: range of
>> > truncnorm.logpdf could be extended
>> > * `#9429 <https://github.com/scipy/scipy/issues/9429>`__: gaussian_kde
>> not
>> > working with numpy matrix
>> > * `#9515 <https://github.com/scipy/scipy/issues/9515>`__: ndimage
>> > implementation relies on undefined behavior
>> > * `#9643 <https://github.com/scipy/scipy/issues/9643>`__: arpack
>> returns
>> > singular values in ascending order
>> > * `#9669 <https://github.com/scipy/scipy/issues/9669>`__: DOC:
>> > matthew-brett/build-openblas has been retired
>> > * `#9852 <https://github.com/scipy/scipy/issues/9852>`__:
>> > scipy.spatial.ConvexHull exit with code 134, free(): invalid...
>> > * `#9902 <https://github.com/scipy/scipy/issues/9902>`__:
>> > scipy.stats.truncnorm second moment may be wrong
>> > * `#9943 <https://github.com/scipy/scipy/issues/9943>`__: Custom
>> sampling
>> > methods in shgo do not work
>> > * `#9947 <https://github.com/scipy/scipy/issues/9947>`__: DOC:
>> Incorrect
>> > documentation for \`nan_policy='propagate\` in...
>> > * `#9994 <https://github.com/scipy/scipy/issues/9994>`__: BUG: sparse:
>> > reshape method allows a shape containing an arbitrary...
>> > * `#10036 <https://github.com/scipy/scipy/issues/10036>`__: Official
>> Nelder
>> > mead tutorial uses xtol instead of xatol, which...
>> > * `#10078 <https://github.com/scipy/scipy/issues/10078>`__: possible
>> to get
>> > a better error message when objective function...
>> > * `#10092 <https://github.com/scipy/scipy/issues/10092>`__: overflow in
>> > truncnorm.rvs
>> > * `#10121 <https://github.com/scipy/scipy/issues/10121>`__: A little
>> > spelling mistake
>> > * `#10126 <https://github.com/scipy/scipy/issues/10126>`__: inaccurate
>> std
>> > implementation in binned_statistic
>> > * `#10161 <https://github.com/scipy/scipy/issues/10161>`__: Error in
>> > documentation scipy.special.modstruve
>> > * `#10195 <https://github.com/scipy/scipy/issues/10195>`__: Derivative
>> of
>> > spline with 'const' extrapolation is also extrapolted...
>> > * `#10206 <https://github.com/scipy/scipy/issues/10206>`__: sparse
>> matrices
>> > indexing with scipy 1.3
>> > * `#10236 <https://github.com/scipy/scipy/issues/10236>`__:
>> Non-descriptive
>> > error on type mismatch for functions of scipy.optimize...
>> > * `#10258 <https://github.com/scipy/scipy/issues/10258>`__: LOBPCG
>> > convergence failure if guess provided
>> > * `#10262 <https://github.com/scipy/scipy/issues/10262>`__: distance
>> matrix
>> > lacks dtype checks / warnings
>> > * `#10271 <https://github.com/scipy/scipy/issues/10271>`__: BUG:
>> optimize
>> > failure on wheels
>> > * `#10277 <https://github.com/scipy/scipy/issues/10277>`__:
>> > scipy.special.zeta(0) = NAN
>> > * `#10292 <https://github.com/scipy/scipy/issues/10292>`__: DOC/REL:
>> Some
>> > sections of the release notes are not nested correctly.
>> > * `#10300 <https://github.com/scipy/scipy/issues/10300>`__:
>> > scipy.stats.rv_continuous.fit throws empty RuntimeError when...
>> > * `#10319 <https://github.com/scipy/scipy/issues/10319>`__: events in
>> > scipy.integrate.solve_ivp: How do I setup an events...
>> > * `#10323 <https://github.com/scipy/scipy/issues/10323>`__: Adding more
>> > low-level LAPACK wrappers
>> > * `#10360 <https://github.com/scipy/scipy/issues/10360>`__: firwin2
>> > inadvertently modifies input and may result in undefined...
>> > * `#10388 <https://github.com/scipy/scipy/issues/10388>`__: BLD:
>> > TestHerd::test_hetrd core dumps with Python-dbg
>> > * `#10395 <https://github.com/scipy/scipy/issues/10395>`__: Remove
>> warning
>> > about output shape of zoom
>> > * `#10403 <https://github.com/scipy/scipy/issues/10403>`__: DOC:
>> > scipy.signal.resample ignores t parameter
>> > * `#10421 <https://github.com/scipy/scipy/issues/10421>`__: Yeo-Johnson
>> > power transformation fails with integer input data
>> > * `#10422 <https://github.com/scipy/scipy/issues/10422>`__: BUG:
>> scipy.fft
>> > does not support multiprocessing
>> > * `#10427 <https://github.com/scipy/scipy/issues/10427>`__: ENH:
>> convolve
>> > numbers should be updated
>> > * `#10444 <https://github.com/scipy/scipy/issues/10444>`__: BUG:
>> > scipy.spatial.transform.Rotation.match_vectors returns improper...
>> > * `#10488 <https://github.com/scipy/scipy/issues/10488>`__: ENH:
>> DCTs/DSTs
>> > for scipy.fft
>> > * `#10501 <https://github.com/scipy/scipy/issues/10501>`__: BUG:
>> > scipy.spatial.HalfspaceIntersection works incorrectly
>> > * `#10514 <https://github.com/scipy/scipy/issues/10514>`__: BUG:
>> cKDTree
>> > GIL handling is incorrect
>> > * `#10535 <https://github.com/scipy/scipy/issues/10535>`__: TST: master
>> > branch CI failures
>> > * `#10588 <https://github.com/scipy/scipy/issues/10588>`__: scipy.fft
>> and
>> > numpy.fft inconsistency when axes=None and shape...
>> > * `#10628 <https://github.com/scipy/scipy/issues/10628>`__: Scipy
>> > python>3.6 Windows wheels don't ship msvcp\*.dll
>> > * `#10733 <https://github.com/scipy/scipy/issues/10733>`__: DOC/BUG:
>> > min_only result does not match documentation
>> > * `#10774 <https://github.com/scipy/scipy/issues/10774>`__:
>> min_only=true
>> > djisktra infinite loop with duplicate indices
>> > * `#10775 <https://github.com/scipy/scipy/issues/10775>`__:
>> > UnboundLocalError in Radau when given a NaN
>> > * `#10835 <https://github.com/scipy/scipy/issues/10835>`__:
>> io.wavfile.read
>> > unnecessarily raises an error for a bad wav header
>> > * `#10838 <https://github.com/scipy/scipy/issues/10838>`__: Error in
>> > documentation for scipy.linalg.lu_factor
>> > * `#10875 <https://github.com/scipy/scipy/issues/10875>`__: DOC:
>> Graphical
>> > guides (using TikZ)
>> > * `#10880 <https://github.com/scipy/scipy/issues/10880>`__: setting
>> verbose
>> >> 2 in minimize with trust-constr method leads...
>> > * `#10887 <https://github.com/scipy/scipy/issues/10887>`__:
>> > scipy.signal.signaltools._fftconv_faster has incorrect estimates
>> > * `#10948 <https://github.com/scipy/scipy/issues/10948>`__:
>> gammainc(0,x) =
>> > nan but should be 1, gammaincc(0,x) = nan but...
>> > * `#10952 <https://github.com/scipy/scipy/issues/10952>`__:
>> > TestQRdelete_F.test_delete_last_p_col test failure
>> > * `#10968 <https://github.com/scipy/scipy/issues/10968>`__: API: Change
>> > normalized=False to normalize=True in Rotation
>> > * `#10987 <https://github.com/scipy/scipy/issues/10987>`__: Memory
>> leak in
>> > shgo triangulation
>> > * `#10991 <https://github.com/scipy/scipy/issues/10991>`__: Error
>> running
>> > openBlas probably missing a step
>> > * `#11033 <https://github.com/scipy/scipy/issues/11033>`__: deadlock
>> on osx
>> > for python 3.8
>> > * `#11041 <https://github.com/scipy/scipy/issues/11041>`__: Test
>> failure in
>> > wheel builds for TestTf2zpk.test_simple
>> > * `#11089 <https://github.com/scipy/scipy/issues/11089>`__: Regression
>> in
>> > scipy.stats where distribution will not accept loc and scale parameters
>> > * `#11100 <https://github.com/scipy/scipy/issues/11100>`__: BUG:
>> > multiscale_graphcorr random state seeding and parallel use
>> > * `#11121 <https://github.com/scipy/scipy/issues/11121>`__: Calls to
>> > `scipy.interpolate.splprep` increase RAM usage.
>> > * `#11125 <https://github.com/scipy/scipy/issues/11125>`__: BUG:
>> segfault
>> > when slicing a CSR or CSC sparse matrix with slice start index > stop
>> index
>> > * `#11198 <https://github.com/scipy/scipy/issues/11198>`__: BUG: sparse
>> > eigs (arpack) shift-invert drops the smallest eigenvalue for some k
>> >
>> > Pull requests for 1.4.0
>> > -------------------------------
>> >
>> > * `#4591 <https://github.com/scipy/scipy/pull/4591>`__: BUG, TST:
>> Several
>> > issues with scipy.signal.residue
>> > * `#6629 <https://github.com/scipy/scipy/pull/6629>`__: ENH: sparse:
>> > canonicalize on initialization
>> > * `#7076 <https://github.com/scipy/scipy/pull/7076>`__: ENH: add
>> complex
>> > wavelet support to scipy.signal.cwt.
>> > * `#8681 <https://github.com/scipy/scipy/pull/8681>`__: ENH add
>> generalized
>> > inverse Gaussian distribution to scipy.stats
>> > * `#9064 <https://github.com/scipy/scipy/pull/9064>`__: BUG/ENH: Added
>> > default _transpose into LinearOperator. Fixes...
>> > * `#9215 <https://github.com/scipy/scipy/pull/9215>`__: ENH: Rbf
>> > interpolation of large multi-dimensional data
>> > * `#9311 <https://github.com/scipy/scipy/pull/9311>`__: ENH: Added
>> voigt in
>> > scipy.special.
>> > * `#9642 <https://github.com/scipy/scipy/pull/9642>`__: ENH: integrate:
>> > quad() for vector-valued functions
>> > * `#9679 <https://github.com/scipy/scipy/pull/9679>`__: DOC: expand
>> > docstring of exponweib distribution
>> > * `#9684 <https://github.com/scipy/scipy/pull/9684>`__: TST: add
>> ppc64le ci
>> > testing
>> > * `#9800 <https://github.com/scipy/scipy/pull/9800>`__: WIP : ENH:
>> > Refactored _hungarian.py for speed and added a minimize/maximize…
>> > * `#9847 <https://github.com/scipy/scipy/pull/9847>`__: DOC: Change
>> > integrate tutorial to use solve_ivp instead of odeint
>> > * `#9876 <https://github.com/scipy/scipy/pull/9876>`__: ENH: Use rfft
>> when
>> > possible in resampling
>> > * `#9998 <https://github.com/scipy/scipy/pull/9998>`__: BUG: Do not
>> remove
>> > 1s when calling sparse: reshape method #9994
>> > * `#10002 <https://github.com/scipy/scipy/pull/10002>`__: ENH: adds
>> > constraints for differential evolution
>> > * `#10098 <https://github.com/scipy/scipy/pull/10098>`__: ENH:
>> integrate:
>> > add args argument to solve_ivp.
>> > * `#10099 <https://github.com/scipy/scipy/pull/10099>`__: DOC: Add
>> missing
>> > docs for linprog unknown_options
>> > * `#10104 <https://github.com/scipy/scipy/pull/10104>`__: BUG: Rewrite
>> of
>> > stats.truncnorm distribution.
>> > * `#10105 <https://github.com/scipy/scipy/pull/10105>`__: MAINT improve
>> > efficiency of rvs_ratio_uniforms in scipy.stats
>> > * `#10107 <https://github.com/scipy/scipy/pull/10107>`__: TST:
>> > dual_annealing set seed
>> > * `#10108 <https://github.com/scipy/scipy/pull/10108>`__: ENH: stats:
>> > improve kendall_tau cache usage
>> > * `#10110 <https://github.com/scipy/scipy/pull/10110>`__: MAINT: _lib:
>> Fix
>> > a build warning.
>> > * `#10114 <https://github.com/scipy/scipy/pull/10114>`__: FIX: only
>> print
>> > bounds when supported by minimizer (shgo)
>> > * `#10115 <https://github.com/scipy/scipy/pull/10115>`__: TST: Add a
>> test
>> > with an almost singular design matrix for lsq_linear
>> > * `#10118 <https://github.com/scipy/scipy/pull/10118>`__: MAINT: fix
>> rdist
>> > methods in scipy.stats
>> > * `#10119 <https://github.com/scipy/scipy/pull/10119>`__: MAINT:
>> improve
>> > rvs of randint in scipy.stats
>> > * `#10127 <https://github.com/scipy/scipy/pull/10127>`__: Fix typo in
>> > record array field name (spatial-ckdtree-sparse_distance…
>> > * `#10130 <https://github.com/scipy/scipy/pull/10130>`__: MAINT:
>> ndimage:
>> > Fix some compiler warnings.
>> > * `#10131 <https://github.com/scipy/scipy/pull/10131>`__: DOC: Note the
>> > solve_ivp args enhancement in the 1.4.0 release...
>> > * `#10133 <https://github.com/scipy/scipy/pull/10133>`__: MAINT: add
>> rvs
>> > for semicircular in scipy.stats
>> > * `#10138 <https://github.com/scipy/scipy/pull/10138>`__: BUG: special:
>> > Invalid arguments to ellip_harm can crash Python.
>> > * `#10139 <https://github.com/scipy/scipy/pull/10139>`__: MAINT:
>> spatial:
>> > Fix some compiler warnings in the file distance_wrap.c.
>> > * `#10140 <https://github.com/scipy/scipy/pull/10140>`__: ENH: add
>> handling
>> > of NaN in RuntimeWarning except clause
>> > * `#10142 <https://github.com/scipy/scipy/pull/10142>`__: DOC: return
>> value
>> > of scipy.special.comb
>> > * `#10143 <https://github.com/scipy/scipy/pull/10143>`__: MAINT: Loosen
>> > linprog tol
>> > * `#10152 <https://github.com/scipy/scipy/pull/10152>`__: BUG: Fix
>> custom
>> > sampling input for shgo, add unittest
>> > * `#10154 <https://github.com/scipy/scipy/pull/10154>`__: MAINT: add
>> > moments and improve doc of mielke in scipy.stats
>> > * `#10158 <https://github.com/scipy/scipy/pull/10158>`__: Issue #6999:
>> read
>> > zlib checksum before checking bytes read.
>> > * `#10166 <https://github.com/scipy/scipy/pull/10166>`__: BUG:
>> Correctly
>> > handle broadcasted ydata in curve_fit pcov computation.
>> > * `#10167 <https://github.com/scipy/scipy/pull/10167>`__: DOC:
>> special: Add
>> > missing factor of \`i\` to \`modstruve\` docstring
>> > * `#10168 <https://github.com/scipy/scipy/pull/10168>`__: MAINT:
>> stats: Fix
>> > an incorrect comment.
>> > * `#10169 <https://github.com/scipy/scipy/pull/10169>`__: ENH:
>> optimize:
>> > Clarify error when objective function returns...
>> > * `#10172 <https://github.com/scipy/scipy/pull/10172>`__: DEV: Run
>> tests in
>> > parallel when --parallel flag is passed to...
>> > * `#10173 <https://github.com/scipy/scipy/pull/10173>`__: ENH:
>> Implement
>> > DOP853 ODE integrator
>> > * `#10176 <https://github.com/scipy/scipy/pull/10176>`__: Fixed typo
>> > * `#10182 <https://github.com/scipy/scipy/pull/10182>`__: TST: fix test
>> > issue for stats.pearsonr
>> > * `#10184 <https://github.com/scipy/scipy/pull/10184>`__: MAINT: stats:
>> > Simplify zmap and zscore (we can use keepdims now).
>> > * `#10191 <https://github.com/scipy/scipy/pull/10191>`__: DOC: fix a
>> > formatting issue in the scipy.spatial module docstring.
>> > * `#10193 <https://github.com/scipy/scipy/pull/10193>`__: DOC: Updated
>> > docstring for optimize.nnls
>> > * `#10198 <https://github.com/scipy/scipy/pull/10198>`__: DOC, ENH:
>> > special: Make \`hyp2f1\` references more specific
>> > * `#10202 <https://github.com/scipy/scipy/pull/10202>`__: DOC: Format
>> DST
>> > and DCT definitions as latex equations
>> > * `#10207 <https://github.com/scipy/scipy/pull/10207>`__: BUG:
>> Compressed
>> > matrix indexing should return a scalar
>> > * `#10210 <https://github.com/scipy/scipy/pull/10210>`__: DOC: Update
>> docs
>> > for connection='weak' in connected_components
>> > * `#10225 <https://github.com/scipy/scipy/pull/10225>`__: DOC: Clarify
>> new
>> > interfaces for legacy functions in 'optimize'
>> > * `#10231 <https://github.com/scipy/scipy/pull/10231>`__: DOC, MAINT:
>> gpg2
>> > updates to release docs / pavement
>> > * `#10235 <https://github.com/scipy/scipy/pull/10235>`__: LICENSE:
>> split
>> > license file in standard BSD 3-clause and bundled.
>> > * `#10238 <https://github.com/scipy/scipy/pull/10238>`__: ENH: Add new
>> > scipy.fft module using pocketfft
>> > * `#10243 <https://github.com/scipy/scipy/pull/10243>`__: BUG: fix ARFF
>> > reader regression with quoted values.
>> > * `#10248 <https://github.com/scipy/scipy/pull/10248>`__: DOC: update
>> > README file
>> > * `#10255 <https://github.com/scipy/scipy/pull/10255>`__: CI: bump
>> OpenBLAS
>> > to match wheels
>> > * `#10264 <https://github.com/scipy/scipy/pull/10264>`__: TST: add
>> tests
>> > for stats.tvar with unflattened arrays
>> > * `#10280 <https://github.com/scipy/scipy/pull/10280>`__: MAINT:
>> stats: Use
>> > a constant value for sqrt(2/PI).
>> > * `#10286 <https://github.com/scipy/scipy/pull/10286>`__: Development
>> > Documentation Overhaul
>> > * `#10290 <https://github.com/scipy/scipy/pull/10290>`__: MAINT:
>> Deprecate
>> > NumPy functions in SciPy root
>> > * `#10291 <https://github.com/scipy/scipy/pull/10291>`__: FIX: Avoid
>> > importing xdist when checking for availability
>> > * `#10295 <https://github.com/scipy/scipy/pull/10295>`__: Disable
>> > deprecated Numpy API in __odrpack.c
>> > * `#10296 <https://github.com/scipy/scipy/pull/10296>`__: ENH: C++
>> > extension for linear assignment problem
>> > * `#10298 <https://github.com/scipy/scipy/pull/10298>`__: ENH: Made
>> pade
>> > function work with complex inputs
>> > * `#10301 <https://github.com/scipy/scipy/pull/10301>`__: DOC: Fix
>> critical
>> > value significance levels in stats.anderson_ksamp
>> > * `#10307 <https://github.com/scipy/scipy/pull/10307>`__: Minkowski
>> > Distance Type Fix (issue #10262)
>> > * `#10309 <https://github.com/scipy/scipy/pull/10309>`__: BUG: Pass
>> > jac=None directly to lsoda
>> > * `#10310 <https://github.com/scipy/scipy/pull/10310>`__: BUG:
>> interpolate:
>> > UnivariateSpline.derivative.ext is 'zeros'...
>> > * `#10312 <https://github.com/scipy/scipy/pull/10312>`__: FIX: Fixing a
>> > typo in a comment
>> > * `#10314 <https://github.com/scipy/scipy/pull/10314>`__: scipy.spatial
>> > enhancement request
>> > * `#10315 <https://github.com/scipy/scipy/pull/10315>`__: DOC: Update
>> > integration tutorial to solve_ivp
>> > * `#10318 <https://github.com/scipy/scipy/pull/10318>`__: DOC: update
>> the
>> > example for PPoly.solve
>> > * `#10333 <https://github.com/scipy/scipy/pull/10333>`__: TST: add
>> tests
>> > for stats.tvar with unflattened arrays
>> > * `#10334 <https://github.com/scipy/scipy/pull/10334>`__: MAINT:
>> special:
>> > Remove deprecated \`hyp2f0\`, \`hyp1f2\`, and...
>> > * `#10336 <https://github.com/scipy/scipy/pull/10336>`__: BUG:
>> > linalg/interpolative: fix interp_decomp modifying input
>> > * `#10341 <https://github.com/scipy/scipy/pull/10341>`__: BUG:
>> > sparse.linalg/gmres: deprecate effect of callback on semantics...
>> > * `#10344 <https://github.com/scipy/scipy/pull/10344>`__: DOC: improve
>> > wording of mathematical formulation
>> > * `#10345 <https://github.com/scipy/scipy/pull/10345>`__: ENH: Tiled QR
>> > wrappers for scipy.linalg.lapack
>> > * `#10350 <https://github.com/scipy/scipy/pull/10350>`__: MAINT:
>> linalg:
>> > Use the new fft subpackage in linalg.dft test...
>> > * `#10351 <https://github.com/scipy/scipy/pull/10351>`__: BUG: Fix
>> unstable
>> > standard deviation calculation in histogram
>> > * `#10353 <https://github.com/scipy/scipy/pull/10353>`__: Bug:
>> > interpolate.NearestNDInterpolator (issue #10352)
>> > * `#10357 <https://github.com/scipy/scipy/pull/10357>`__: DOC: linalg:
>> > Refer to scipy.fft.fft (not fftpack) in the dft...
>> > * `#10359 <https://github.com/scipy/scipy/pull/10359>`__: DOC: Update
>> > roadmap now scipy.fft has been merged
>> > * `#10361 <https://github.com/scipy/scipy/pull/10361>`__: ENH: Prefer
>> > scipy.fft to scipy.fftpack in scipy.signal
>> > * `#10371 <https://github.com/scipy/scipy/pull/10371>`__: DOC: Tweaks
>> to
>> > fft documentation
>> > * `#10372 <https://github.com/scipy/scipy/pull/10372>`__: DOC: Fix
>> typos
>> > * `#10377 <https://github.com/scipy/scipy/pull/10377>`__: TST, MAINT:
>> > adjustments for pytest 5.0
>> > * `#10378 <https://github.com/scipy/scipy/pull/10378>`__: ENH: _lib:
>> allow
>> > new np.random.Generator in check_random_state
>> > * `#10379 <https://github.com/scipy/scipy/pull/10379>`__: BUG: sparse:
>> set
>> > writeability to be forward-compatible with numpy>=1.17
>> > * `#10381 <https://github.com/scipy/scipy/pull/10381>`__: BUG: Fixes
>> > gh-7491, pdf at x=0 of fisk/burr/burr12/f distributions.
>> > * `#10387 <https://github.com/scipy/scipy/pull/10387>`__: ENH:
>> > optimize/bfgs: don't evaluate twice at initial point for...
>> > * `#10392 <https://github.com/scipy/scipy/pull/10392>`__: [DOC] Add an
>> > example for _binned_statistic_dd
>> > * `#10396 <https://github.com/scipy/scipy/pull/10396>`__: Remove
>> warning
>> > about output shape of zoom
>> > * `#10397 <https://github.com/scipy/scipy/pull/10397>`__: ENH: Add
>> > check_finite to sp.linalg.norm
>> > * `#10399 <https://github.com/scipy/scipy/pull/10399>`__: ENH: Add
>> > __round__ method to sparse matrix
>> > * `#10407 <https://github.com/scipy/scipy/pull/10407>`__: MAINT: drop
>> > pybind11 from install_requires, it's only build-time...
>> > * `#10408 <https://github.com/scipy/scipy/pull/10408>`__: TST: use
>> > pytest.raises, not numpy assert_raises
>> > * `#10409 <https://github.com/scipy/scipy/pull/10409>`__: CI: uninstall
>> > nose on Travis
>> > * `#10410 <https://github.com/scipy/scipy/pull/10410>`__: [ENH] ncx2
>> > dispatch to chi2 when nc=0
>> > * `#10411 <https://github.com/scipy/scipy/pull/10411>`__: TST:
>> optimize:
>> > test should use assert_allclose for fp comparisons
>> > * `#10414 <https://github.com/scipy/scipy/pull/10414>`__: DOC: add
>> pybind11
>> > to the other part of quickstart guides
>> > * `#10417 <https://github.com/scipy/scipy/pull/10417>`__: DOC: special:
>> > don't mark non-ufuncs with a \`[+]\`
>> > * `#10423 <https://github.com/scipy/scipy/pull/10423>`__: FIX: Use
>> > pybind11::isinstace to check array dtypes
>> > * `#10424 <https://github.com/scipy/scipy/pull/10424>`__: DOC: add
>> doctest
>> > example for binary data for ttest_ind_from_stats
>> > * `#10425 <https://github.com/scipy/scipy/pull/10425>`__: ENH: Add
>> missing
>> > Hermitian transforms to scipy.fft
>> > * `#10426 <https://github.com/scipy/scipy/pull/10426>`__: MAINT: Fix
>> doc
>> > build bugs
>> > * `#10431 <https://github.com/scipy/scipy/pull/10431>`__: Update numpy
>> > version for AIX
>> > * `#10433 <https://github.com/scipy/scipy/pull/10433>`__: MAINT: Minor
>> > fixes for the stats
>> > * `#10434 <https://github.com/scipy/scipy/pull/10434>`__: BUG: special:
>> > make \`ndtri\` return NaN outside domain of definition
>> > * `#10435 <https://github.com/scipy/scipy/pull/10435>`__: BUG: Allow
>> > integer input data in scipy.stats.yeojohnson
>> > * `#10438 <https://github.com/scipy/scipy/pull/10438>`__: [DOC] Add
>> example
>> > for kurtosis
>> > * `#10440 <https://github.com/scipy/scipy/pull/10440>`__: ENH: special:
>> > make \`ellipk\` a ufunc
>> > * `#10443 <https://github.com/scipy/scipy/pull/10443>`__: MAINT:
>> ndimage:
>> > malloc fail check
>> > * `#10447 <https://github.com/scipy/scipy/pull/10447>`__: BLD: Divert
>> > output from test compiles into a temporary directory
>> > * `#10451 <https://github.com/scipy/scipy/pull/10451>`__: MAINT:
>> signal:
>> > malloc fail check
>> > * `#10455 <https://github.com/scipy/scipy/pull/10455>`__: BUG:
>> special: fix
>> > values of \`hyperu\` for negative \`x\`
>> > * `#10456 <https://github.com/scipy/scipy/pull/10456>`__: DOC: Added
>> > comment clarifying the call for dcsrch.f in lbfgsb.f
>> > * `#10457 <https://github.com/scipy/scipy/pull/10457>`__: BUG: Allow
>> > ckdtree to accept empty data input
>> > * `#10459 <https://github.com/scipy/scipy/pull/10459>`__: BUG:TST:
>> Compute
>> > lwork safely
>> > * `#10460 <https://github.com/scipy/scipy/pull/10460>`__: [DOC] Add
>> example
>> > to entropy
>> > * `#10461 <https://github.com/scipy/scipy/pull/10461>`__: DOC:
>> Quickstart
>> > Guide updates
>> > * `#10462 <https://github.com/scipy/scipy/pull/10462>`__: TST: special:
>> > only show max atol/rtol for test points that failed
>> > * `#10465 <https://github.com/scipy/scipy/pull/10465>`__: BUG:
>> Correctly
>> > align fft inputs
>> > * `#10467 <https://github.com/scipy/scipy/pull/10467>`__: ENH:
>> lower-memory
>> > duplicate generator checking in spatial.SphericalVoronoi
>> > * `#10470 <https://github.com/scipy/scipy/pull/10470>`__: ENH:
>> Normalise
>> > the inverse DCT/DST in scipy.fft
>> > * `#10472 <https://github.com/scipy/scipy/pull/10472>`__: BENCH: adjust
>> > timeout for slow setup_cache
>> > * `#10475 <https://github.com/scipy/scipy/pull/10475>`__: CI: include
>> > python debug for Travis-ci
>> > * `#10476 <https://github.com/scipy/scipy/pull/10476>`__: TST:
>> special: use
>> > \`__tracebackhide__\` to get better error messages
>> > * `#10477 <https://github.com/scipy/scipy/pull/10477>`__: ENH: faster
>> > region building in spatial.SphericalVoronoi
>> > * `#10479 <https://github.com/scipy/scipy/pull/10479>`__: BUG: stats:
>> Fix a
>> > few issues with the distributions' fit method.
>> > * `#10480 <https://github.com/scipy/scipy/pull/10480>`__: Add
>> RuntimeError
>> > in _distn_infrastructure.py in fit() method
>> > * `#10481 <https://github.com/scipy/scipy/pull/10481>`__: BENCH, MAINT:
>> > wheel_cache_size has been renamed build_cache_size
>> > * `#10494 <https://github.com/scipy/scipy/pull/10494>`__: ENH: faster
>> > circumcenter calculation in spatial.SphericalVoronoi
>> > * `#10500 <https://github.com/scipy/scipy/pull/10500>`__: Splrep
>> > _curfit_cache global variable bugfix
>> > * `#10503 <https://github.com/scipy/scipy/pull/10503>`__: BUG:
>> > spatial/qhull: get HalfspaceIntersection.dual_points from...
>> > * `#10506 <https://github.com/scipy/scipy/pull/10506>`__: DOC:
>> interp2d,
>> > note nearest neighbor extrapolation
>> > * `#10507 <https://github.com/scipy/scipy/pull/10507>`__: MAINT: Remove
>> > fortran fftpack library in favour of pypocketfft
>> > * `#10508 <https://github.com/scipy/scipy/pull/10508>`__: TST: fix a
>> bug in
>> > the circular import test.
>> > * `#10509 <https://github.com/scipy/scipy/pull/10509>`__: MAINT: Set up
>> > _build_utils as subpackage
>> > * `#10516 <https://github.com/scipy/scipy/pull/10516>`__: BUG: Use
>> nogil
>> > contexts in cKDTree
>> > * `#10517 <https://github.com/scipy/scipy/pull/10517>`__: ENH:
>> fftconvolve
>> > should not FFT broadcastable axes
>> > * `#10518 <https://github.com/scipy/scipy/pull/10518>`__: ENH: Speedup
>> > fftconvolve
>> > * `#10520 <https://github.com/scipy/scipy/pull/10520>`__: DOC: Proper
>> .rst
>> > formatting for deprecated features and Backwards...
>> > * `#10523 <https://github.com/scipy/scipy/pull/10523>`__: DOC: Improve
>> > scipy.signal.resample documentation
>> > * `#10524 <https://github.com/scipy/scipy/pull/10524>`__: ENH: Add MGC
>> to
>> > scipy.stats
>> > * `#10525 <https://github.com/scipy/scipy/pull/10525>`__: [ENH]
>> ncx2.ppf
>> > dispatch to chi2 when nc=0
>> > * `#10526 <https://github.com/scipy/scipy/pull/10526>`__: DOC: clarify
>> > laplacian normalization
>> > * `#10528 <https://github.com/scipy/scipy/pull/10528>`__: API: Rename
>> > scipy.fft DCT/DST shape argument to s
>> > * `#10531 <https://github.com/scipy/scipy/pull/10531>`__: BUG: fixed
>> > improper rotations in spatial.transform.rotation.match_vectors
>> > * `#10533 <https://github.com/scipy/scipy/pull/10533>`__: [DOC] Add
>> example
>> > for winsorize function
>> > * `#10539 <https://github.com/scipy/scipy/pull/10539>`__: MAINT:
>> special:
>> > don't register \`i0\` with \`numpy.dual\`
>> > * `#10540 <https://github.com/scipy/scipy/pull/10540>`__: MAINT: Fix
>> Travis
>> > and Circle
>> > * `#10542 <https://github.com/scipy/scipy/pull/10542>`__: MAINT:
>> > interpolate: use cython_lapack
>> > * `#10547 <https://github.com/scipy/scipy/pull/10547>`__: Feature
>> request.
>> > Add furthest site Voronoi diagrams to scipy.spatial.plotutils.
>> > * `#10549 <https://github.com/scipy/scipy/pull/10549>`__: [BUG] Fix
>> bug in
>> > trimr when inclusive=False
>> > * `#10552 <https://github.com/scipy/scipy/pull/10552>`__: add
>> > scipy.signal.upfirdn signal extension modes
>> > * `#10555 <https://github.com/scipy/scipy/pull/10555>`__: MAINT:
>> special:
>> > move \`c_misc\` into Cephes
>> > * `#10556 <https://github.com/scipy/scipy/pull/10556>`__: [DOC] Add
>> example
>> > for trima
>> > * `#10562 <https://github.com/scipy/scipy/pull/10562>`__: [DOC] Fix
>> triple
>> > string fo trimmed so that __doc__ can show...
>> > * `#10563 <https://github.com/scipy/scipy/pull/10563>`__: improve
>> > least_squares error msg for mismatched shape
>> > * `#10564 <https://github.com/scipy/scipy/pull/10564>`__: ENH: linalg:
>> > memoize get_lapack/blas_funcs to speed it up
>> > * `#10566 <https://github.com/scipy/scipy/pull/10566>`__: ENH: add
>> > implementation of solver for the maximum flow problem
>> > * `#10567 <https://github.com/scipy/scipy/pull/10567>`__: BUG:
>> spatial: use
>> > c++11 construct for getting start of vector...
>> > * `#10568 <https://github.com/scipy/scipy/pull/10568>`__: DOC: special:
>> > small tweaks to the \`zetac\` docstring
>> > * `#10571 <https://github.com/scipy/scipy/pull/10571>`__: [ENH]
>> > Gaussian_kde can accept matrix dataset
>> > * `#10574 <https://github.com/scipy/scipy/pull/10574>`__: ENH: linalg:
>> > speed up _compute_lwork by avoiding numpy constructs
>> > * `#10582 <https://github.com/scipy/scipy/pull/10582>`__: Fix typos
>> with
>> > typos in bundled libraries reverted
>> > * `#10583 <https://github.com/scipy/scipy/pull/10583>`__: ENH:
>> special: add
>> > the analytic continuation of Riemann zeta
>> > * `#10584 <https://github.com/scipy/scipy/pull/10584>`__: MAINT:
>> special:
>> > clean up \`special.__all__\`
>> > * `#10586 <https://github.com/scipy/scipy/pull/10586>`__: BUG:
>> > multidimensional scipy.fft functions should accept 's' rather...
>> > * `#10587 <https://github.com/scipy/scipy/pull/10587>`__: BUG:
>> > integrate/lsoda: never abort run, set error istate instead
>> > * `#10594 <https://github.com/scipy/scipy/pull/10594>`__: API:
>> Replicate
>> > numpy's fftn behaviour when s is given but not...
>> > * `#10599 <https://github.com/scipy/scipy/pull/10599>`__: DOC: dev:
>> update
>> > documentation vs. github pull request workflow...
>> > * `#10603 <https://github.com/scipy/scipy/pull/10603>`__: MAINT:
>> installer
>> > scripts removed
>> > * `#10604 <https://github.com/scipy/scipy/pull/10604>`__: MAINT: Change
>> > c\*np.ones(...) to np.full(..., c, ...) in many...
>> > * `#10608 <https://github.com/scipy/scipy/pull/10608>`__: Univariate
>> > splines should require x to be strictly increasing...
>> > * `#10613 <https://github.com/scipy/scipy/pull/10613>`__: ENH: Add seed
>> > option for gaussian_kde.resample
>> > * `#10614 <https://github.com/scipy/scipy/pull/10614>`__: ENH: Add
>> parallel
>> > computation to scipy.fft
>> > * `#10615 <https://github.com/scipy/scipy/pull/10615>`__: MAINT:
>> > interpolate: remove unused header file
>> > * `#10616 <https://github.com/scipy/scipy/pull/10616>`__: MAINT: Clean
>> up
>> > 32-bit platform xfail markers
>> > * `#10618 <https://github.com/scipy/scipy/pull/10618>`__: BENCH: Added
>> > 'trust-constr' to minimize benchmarks
>> > * `#10621 <https://github.com/scipy/scipy/pull/10621>`__: [MRG]
>> multiple
>> > stability updates in lobpcg
>> > * `#10622 <https://github.com/scipy/scipy/pull/10622>`__: MAINT:
>> forward
>> > port 1.3.1 release notes
>> > * `#10624 <https://github.com/scipy/scipy/pull/10624>`__: DOC: stats:
>> Fix
>> > spelling of 'support'.
>> > * `#10627 <https://github.com/scipy/scipy/pull/10627>`__: DOC: stats:
>> Add
>> > references for the alpha distribution.
>> > * `#10629 <https://github.com/scipy/scipy/pull/10629>`__: MAINT:
>> special:
>> > avoid overflow longer in \`zeta\` for negative...
>> > * `#10630 <https://github.com/scipy/scipy/pull/10630>`__: TST: GH10271,
>> > relax test assertion, fixes #10271
>> > * `#10631 <https://github.com/scipy/scipy/pull/10631>`__: DOC:
>> nelder-mean
>> > uses xatol fixes #10036
>> > * `#10633 <https://github.com/scipy/scipy/pull/10633>`__: BUG:
>> interpolate:
>> > integral(a, b) should be zero when both limits...
>> > * `#10635 <https://github.com/scipy/scipy/pull/10635>`__: DOC: special:
>> > complete hypergeometric functions documentation
>> > * `#10636 <https://github.com/scipy/scipy/pull/10636>`__: BUG:
>> special: use
>> > series for \`hyp1f1\` when it converges rapidly
>> > * `#10641 <https://github.com/scipy/scipy/pull/10641>`__: ENH: allow
>> > matching of general bipartite graphs
>> > * `#10643 <https://github.com/scipy/scipy/pull/10643>`__: ENH:
>> > scipy.sparse.linalg.spsolve triangular unit diagonal
>> > * `#10650 <https://github.com/scipy/scipy/pull/10650>`__: ENH:
>> Cythonize
>> > sosfilt
>> > * `#10654 <https://github.com/scipy/scipy/pull/10654>`__: DOC: Vertical
>> > alignment of table entries
>> > * `#10655 <https://github.com/scipy/scipy/pull/10655>`__: ENH:
>> Dockerfile
>> > for scipy development
>> > * `#10660 <https://github.com/scipy/scipy/pull/10660>`__: TST: clean up
>> > tests for rvs in scipy.stats
>> > * `#10664 <https://github.com/scipy/scipy/pull/10664>`__: Throw error
>> on
>> > non-finite input for binned_statistic_dd()
>> > * `#10665 <https://github.com/scipy/scipy/pull/10665>`__: DOC: special:
>> > improve the docstrings for \`gamma\` and \`gammasgn\`
>> > * `#10669 <https://github.com/scipy/scipy/pull/10669>`__: TST: Update
>> > scipy.fft real transform tests
>> > * `#10670 <https://github.com/scipy/scipy/pull/10670>`__: DOC: Clarify
>> docs
>> > and error messages for scipy.signal.butter
>> > * `#10672 <https://github.com/scipy/scipy/pull/10672>`__: ENH: return
>> > solution attribute when using events in solve_ivp
>> > * `#10675 <https://github.com/scipy/scipy/pull/10675>`__: MAINT:
>> special:
>> > add an explicit NaN check for \`iv\` arguments
>> > * `#10679 <https://github.com/scipy/scipy/pull/10679>`__: DOC:
>> special: Add
>> > documentation for \`beta\` function
>> > * `#10681 <https://github.com/scipy/scipy/pull/10681>`__: TST:
>> > sparse.linalg: fix arnoldi test seed
>> > * `#10682 <https://github.com/scipy/scipy/pull/10682>`__: DOC:
>> special: Add
>> > documentation for \`betainc\` function
>> > * `#10684 <https://github.com/scipy/scipy/pull/10684>`__: TST: special:
>> > require Mpmath 1.1.0 for \`test_hyperu_around_0\`
>> > * `#10686 <https://github.com/scipy/scipy/pull/10686>`__: FIX: sphinx
>> > isattributedescriptor is not available in sphinx...
>> > * `#10687 <https://github.com/scipy/scipy/pull/10687>`__: DOC: added
>> Docker
>> > quickstart guide by @andyfaff
>> > * `#10689 <https://github.com/scipy/scipy/pull/10689>`__: DOC: special:
>> > clarify format of parameters/returns sections for...
>> > * `#10690 <https://github.com/scipy/scipy/pull/10690>`__: DOC: special:
>> > improve docstrings of incomplete gamma functions
>> > * `#10692 <https://github.com/scipy/scipy/pull/10692>`__: ENH:
>> > higher-dimensional input in \`spatial.SphericalVoronoi\`
>> > * `#10694 <https://github.com/scipy/scipy/pull/10694>`__: ENH:
>> > ScalarFunction.fun_and_grad
>> > * `#10698 <https://github.com/scipy/scipy/pull/10698>`__: DOC:
>> special: Add
>> > documentation for \`betaincinv\`
>> > * `#10699 <https://github.com/scipy/scipy/pull/10699>`__: MAINT: remove
>> > time print lbfgsb fixes #8417
>> > * `#10701 <https://github.com/scipy/scipy/pull/10701>`__: TST, MAINT:
>> bump
>> > OpenBLAS to 0.3.7 stable
>> > * `#10702 <https://github.com/scipy/scipy/pull/10702>`__: DOC: clarify
>> > iterations consume multiple function calls
>> > * `#10703 <https://github.com/scipy/scipy/pull/10703>`__: DOC: iprint
>> doc
>> > lbfgsb closes #5482
>> > * `#10708 <https://github.com/scipy/scipy/pull/10708>`__: TST: test
>> > suggested in gh1758
>> > * `#10710 <https://github.com/scipy/scipy/pull/10710>`__: ENH: Added
>> > nan_policy to circ functions in \`stats\`
>> > * `#10712 <https://github.com/scipy/scipy/pull/10712>`__: ENH: add axis
>> > parameter to stats.entropy
>> > * `#10714 <https://github.com/scipy/scipy/pull/10714>`__: DOC:
>> Formatting
>> > fix rv_continuous.expect docs
>> > * `#10715 <https://github.com/scipy/scipy/pull/10715>`__: DOC: BLD:
>> update
>> > doc Makefile for python version; add scipy version...
>> > * `#10717 <https://github.com/scipy/scipy/pull/10717>`__: MAINT:
>> modernize
>> > doc/Makefile
>> > * `#10719 <https://github.com/scipy/scipy/pull/10719>`__: Enable
>> setting
>> > minres initial vector
>> > * `#10720 <https://github.com/scipy/scipy/pull/10720>`__: DOC: silence
>> > random warning in doc build for \`stats.binned_statistic_dd\`
>> > * `#10724 <https://github.com/scipy/scipy/pull/10724>`__: DEV: Add doc
>> > option to runtests.py
>> > * `#10728 <https://github.com/scipy/scipy/pull/10728>`__: MAINT: get
>> rid of
>> > gramA, gramB text files that lobpcg tests leave...
>> > * `#10732 <https://github.com/scipy/scipy/pull/10732>`__: DOC: add
>> min_only
>> > to docstring for Dijkstra's algorithm
>> > * `#10734 <https://github.com/scipy/scipy/pull/10734>`__: DOC: spell
>> out
>> > difference between source and target in shortest...
>> > * `#10735 <https://github.com/scipy/scipy/pull/10735>`__: Fix for
>> Python 4
>> > * `#10739 <https://github.com/scipy/scipy/pull/10739>`__: BUG:
>> > optimize/slsqp: deal with singular BFGS update
>> > * `#10741 <https://github.com/scipy/scipy/pull/10741>`__: ENH: LAPACK
>> > wrappers for ?geequ, ?geequb, ?syequb, ?heequb
>> > * `#10742 <https://github.com/scipy/scipy/pull/10742>`__: DOC:
>> special: add
>> > to the docstring of \`gammaln\`
>> > * `#10743 <https://github.com/scipy/scipy/pull/10743>`__: ENH:
>> special: add
>> > a real dispatch for \`wrightomega\`
>> > * `#10746 <https://github.com/scipy/scipy/pull/10746>`__: MAINT: Fix
>> typos
>> > in comments, docs and test name
>> > * `#10747 <https://github.com/scipy/scipy/pull/10747>`__: Remove
>> spurious
>> > quotes
>> > * `#10750 <https://github.com/scipy/scipy/pull/10750>`__: MAINT: make
>> > cython code more precise
>> > * `#10751 <https://github.com/scipy/scipy/pull/10751>`__: MAINT: Check
>> that
>> > scipy.linalg.lapack functions are documented
>> > * `#10752 <https://github.com/scipy/scipy/pull/10752>`__: MAINT:
>> special:
>> > use \`sf_error\` in Cephes
>> > * `#10755 <https://github.com/scipy/scipy/pull/10755>`__: DOC:
>> cluster: Add
>> > 'See Also' and 'Examples' for kmeans2.
>> > * `#10763 <https://github.com/scipy/scipy/pull/10763>`__: MAINT: list
>> of
>> > minimize methods
>> > * `#10768 <https://github.com/scipy/scipy/pull/10768>`__: BUG: Fix
>> corner
>> > case for sos2zpk
>> > * `#10773 <https://github.com/scipy/scipy/pull/10773>`__: Fix error
>> type
>> > for complex input to scipy.fftpack.rfft and irfft
>> > * `#10776 <https://github.com/scipy/scipy/pull/10776>`__: ENH: handle
>> > geodesic input in \`spatial.SphericalVoronoi\`
>> > * `#10777 <https://github.com/scipy/scipy/pull/10777>`__: MAINT:
>> > minimizer-->custom should handle the kinds of bounds/constrain…...
>> > * `#10781 <https://github.com/scipy/scipy/pull/10781>`__: ENH:
>> > solve_triangular C order improvement
>> > * `#10787 <https://github.com/scipy/scipy/pull/10787>`__: Fix behavior
>> of
>> > \`exp1\` on branch cut and add docstring
>> > * `#10789 <https://github.com/scipy/scipy/pull/10789>`__: DOC:
>> special: add
>> > parameters/returns doc sections for erfc/erfcx/erfi
>> > * `#10790 <https://github.com/scipy/scipy/pull/10790>`__: Travis CI:
>> sudo
>> > is deprecated and Xenial is default distro
>> > * `#10792 <https://github.com/scipy/scipy/pull/10792>`__: DOC:
>> special: add
>> > full docstring for \`expi\`
>> > * `#10799 <https://github.com/scipy/scipy/pull/10799>`__: DOC:
>> special: add
>> > a complete docstring for \`expn\`
>> > * `#10800 <https://github.com/scipy/scipy/pull/10800>`__: Docs edits
>> (GSoD)
>> > * `#10802 <https://github.com/scipy/scipy/pull/10802>`__: BUG: fix
>> > UnboundLocalError in Radau (scipy#10775)
>> > * `#10804 <https://github.com/scipy/scipy/pull/10804>`__: ENH: Speed up
>> > next_fast_len with LRU cache
>> > * `#10805 <https://github.com/scipy/scipy/pull/10805>`__: DOC: Fix
>> > unbalanced quotes in signal.place_poles
>> > * `#10809 <https://github.com/scipy/scipy/pull/10809>`__: ENH: Speed up
>> > next_fast_len
>> > * `#10810 <https://github.com/scipy/scipy/pull/10810>`__: ENH: Raise
>> > catchable exceptions for bad Fortran files
>> > * `#10811 <https://github.com/scipy/scipy/pull/10811>`__: MAINT:
>> optimize:
>> > Remove extra variable from _remove_redundancy_dense
>> > * `#10813 <https://github.com/scipy/scipy/pull/10813>`__: MAINT:
>> special:
>> > Remove unused variables from _kolmogi and _smirnovi
>> > * `#10815 <https://github.com/scipy/scipy/pull/10815>`__: DOC, API:
>> > scipy.stats.reciprocal is "log-uniform"
>> > * `#10816 <https://github.com/scipy/scipy/pull/10816>`__: MAINT:
>> special:
>> > remove deprecated \`bessel_diff_formula\`
>> > * `#10817 <https://github.com/scipy/scipy/pull/10817>`__: DOC: special:
>> > complete the docstring for \`fresnel\`
>> > * `#10820 <https://github.com/scipy/scipy/pull/10820>`__: Fixed
>> > compiler_helper.py to allow compilation with ICC on Linux
>> > * `#10823 <https://github.com/scipy/scipy/pull/10823>`__: DOC: updated
>> > reference guide text for consistency in writing...
>> > * `#10825 <https://github.com/scipy/scipy/pull/10825>`__: MAINT:
>> special:
>> > change some features of the Voigt function
>> > * `#10828 <https://github.com/scipy/scipy/pull/10828>`__: MAINT:
>> integrate:
>> > Remove unused variable from init_callback
>> > * `#10830 <https://github.com/scipy/scipy/pull/10830>`__: Adding LOBPCG
>> > solver in svds in addition to ARPACK
>> > * `#10837 <https://github.com/scipy/scipy/pull/10837>`__: WIP: ENH:
>> > reduction function for \`spatial.tranform.Rotation\`...
>> > * `#10843 <https://github.com/scipy/scipy/pull/10843>`__: ENH: Adding
>> > optional parameter to stats.zscores to allow for...
>> > * `#10845 <https://github.com/scipy/scipy/pull/10845>`__: Rebase
>> kruskal
>> > fix
>> > * `#10847 <https://github.com/scipy/scipy/pull/10847>`__: remove
>> redundant
>> > __getitem__ from scipy.sparse.lil
>> > * `#10848 <https://github.com/scipy/scipy/pull/10848>`__: Better
>> handling
>> > of empty (not missing) docstrings
>> > * `#10849 <https://github.com/scipy/scipy/pull/10849>`__: ENH:
>> implement
>> > rmatmat for LinearOperator
>> > * `#10850 <https://github.com/scipy/scipy/pull/10850>`__: MAINT :
>> > Refactoring lil List of Lists
>> > * `#10851 <https://github.com/scipy/scipy/pull/10851>`__: DOC: add a
>> > generative art example to the scipy.spatial tutorial.
>> > * `#10852 <https://github.com/scipy/scipy/pull/10852>`__: DOC: linalg:
>> > fixed gh-10838 unused imports in example deleted
>> > * `#10854 <https://github.com/scipy/scipy/pull/10854>`__: DOC:
>> special: add
>> > a full docstring for \`pdtr\`
>> > * `#10861 <https://github.com/scipy/scipy/pull/10861>`__: ENH: option
>> to
>> > reuse binnumbers in stats.binned_statistic_dd
>> > * `#10863 <https://github.com/scipy/scipy/pull/10863>`__: DOC: partial
>> > standardization and validation of scipy.stats reference...
>> > * `#10865 <https://github.com/scipy/scipy/pull/10865>`__: BUG:
>> special: fix
>> > incomplete gamma functions for infinite \`a\`
>> > * `#10866 <https://github.com/scipy/scipy/pull/10866>`__: ENH:
>> calculation
>> > of mean in spatial.transform.Rotation
>> > * `#10867 <https://github.com/scipy/scipy/pull/10867>`__: MAINT: Also
>> store
>> > latex directory
>> > * `#10869 <https://github.com/scipy/scipy/pull/10869>`__: ENH:
>> Implement
>> > overlap-add convolution
>> > * `#10870 <https://github.com/scipy/scipy/pull/10870>`__: ENH: Do not
>> raise
>> > EOF error if wavfile data read
>> > * `#10876 <https://github.com/scipy/scipy/pull/10876>`__: ENH: Add
>> > beta-binomial distribution to scipy.stats
>> > * `#10878 <https://github.com/scipy/scipy/pull/10878>`__: MAINT:
>> Update R
>> > project URL
>> > * `#10883 <https://github.com/scipy/scipy/pull/10883>`__: MAINT:
>> (ndimage)
>> > More robust check for output being a numpy dtype
>> > * `#10884 <https://github.com/scipy/scipy/pull/10884>`__: DOC: Added
>> > instructions on adding a new distribution to scipy.stats.
>> > * `#10885 <https://github.com/scipy/scipy/pull/10885>`__: [BUG] fix
>> lobpcg
>> > with maxiter=None results in Exception
>> > * `#10899 <https://github.com/scipy/scipy/pull/10899>`__: ENH: Match R
>> > functionality for hmean
>> > * `#10900 <https://github.com/scipy/scipy/pull/10900>`__: MAINT:
>> stats: Use
>> > keepdims to simplify a few lines in power_divergence.
>> > * `#10901 <https://github.com/scipy/scipy/pull/10901>`__: ENH:
>> > sparse/linalg: support pydata/sparse matrices
>> > * `#10907 <https://github.com/scipy/scipy/pull/10907>`__: Check whether
>> > \`maxiter\` is integer
>> > * `#10912 <https://github.com/scipy/scipy/pull/10912>`__: ENH: warn
>> user
>> > that quad() ignores \`points=...\` when \`weight=...\`...
>> > * `#10918 <https://github.com/scipy/scipy/pull/10918>`__: CI: fix
>> Travis CI
>> > py3.8 build
>> > * `#10920 <https://github.com/scipy/scipy/pull/10920>`__: MAINT: Update
>> > constants to codata 2018 values (second try)
>> > * `#10921 <https://github.com/scipy/scipy/pull/10921>`__: ENH:
>> > scipy.sparse.lil: tocsr accelerated
>> > * `#10924 <https://github.com/scipy/scipy/pull/10924>`__: BUG: Forbid
>> > passing 'args' as kwarg in scipy.optimize.curve_fit
>> > * `#10928 <https://github.com/scipy/scipy/pull/10928>`__: DOC: Add
>> examples
>> > to io.wavfile docstrings
>> > * `#10934 <https://github.com/scipy/scipy/pull/10934>`__: typo fix
>> > * `#10935 <https://github.com/scipy/scipy/pull/10935>`__: BUG: Avoid
>> > undefined behaviour on float to unsigned conversion
>> > * `#10936 <https://github.com/scipy/scipy/pull/10936>`__: DOC: Added
>> > missing example to stats.mstats.variation
>> > * `#10939 <https://github.com/scipy/scipy/pull/10939>`__: ENH:
>> > scipy.sparse.lil: tocsr accelerated depending on density
>> > * `#10946 <https://github.com/scipy/scipy/pull/10946>`__: BUG: setting
>> > verbose > 2 in minimize with trust-constr method...
>> > * `#10947 <https://github.com/scipy/scipy/pull/10947>`__: DOC: special:
>> > small improvements to the \`poch\` docstring
>> > * `#10949 <https://github.com/scipy/scipy/pull/10949>`__: BUG: fix
>> return
>> > type of erlang_gen._argcheck
>> > * `#10951 <https://github.com/scipy/scipy/pull/10951>`__: DOC: fixed
>> Ricker
>> > wavelet formula
>> > * `#10954 <https://github.com/scipy/scipy/pull/10954>`__: BUG:
>> special: fix
>> > \`factorial\` return type for 0-d inputs
>> > * `#10955 <https://github.com/scipy/scipy/pull/10955>`__: MAINT: Relax
>> the
>> > assert_unitary atol value
>> > * `#10956 <https://github.com/scipy/scipy/pull/10956>`__: WIP: make
>> > pdtr(int, double) be pdtr(double, double)
>> > * `#10957 <https://github.com/scipy/scipy/pull/10957>`__: BUG: Ensure
>> full
>> > binary compatibility of long double test data
>> > * `#10964 <https://github.com/scipy/scipy/pull/10964>`__: ENH: Make
>> Slerp
>> > callable with a scalar argument
>> > * `#10972 <https://github.com/scipy/scipy/pull/10972>`__: BUG: Handle
>> > complex gains in zpk2sos
>> > * `#10975 <https://github.com/scipy/scipy/pull/10975>`__: TST: skip
>> > test_kendalltau ppc64le
>> > * `#10978 <https://github.com/scipy/scipy/pull/10978>`__: BUG: boxcox
>> data
>> > dimension and constancy check #5112
>> > * `#10979 <https://github.com/scipy/scipy/pull/10979>`__: API: Rename
>> dcm
>> > to (rotation) matrix in Rotation class
>> > * `#10981 <https://github.com/scipy/scipy/pull/10981>`__: MAINT: add
>> > support for a==0 and x>0 edge case to igam and igamc
>> > * `#10986 <https://github.com/scipy/scipy/pull/10986>`__: MAINT: Remove
>> > direct imports from numpy in signaltools.py
>> > * `#10988 <https://github.com/scipy/scipy/pull/10988>`__: BUG: signal:
>> > fixed issue #10360
>> > * `#10989 <https://github.com/scipy/scipy/pull/10989>`__: FIX
>> > binned_statistic_dd Mac wheel test fails
>> > * `#10990 <https://github.com/scipy/scipy/pull/10990>`__: BUG: Fix
>> memory
>> > leak in shgo triangulation
>> > * `#10992 <https://github.com/scipy/scipy/pull/10992>`__: TST: Relax
>> > tolerance in upfirdn test_modes
>> > * `#10993 <https://github.com/scipy/scipy/pull/10993>`__: TST: bump
>> > tolerance in optimize tests
>> > * `#10997 <https://github.com/scipy/scipy/pull/10997>`__: MAINT: Rework
>> > residue and residuez
>> > * `#11001 <https://github.com/scipy/scipy/pull/11001>`__: DOC: Updated
>> > Windows build tutorial
>> > * `#11004 <https://github.com/scipy/scipy/pull/11004>`__: BUG:
>> > integrate/quad_vec: fix several bugs in quad_vec
>> > * `#11005 <https://github.com/scipy/scipy/pull/11005>`__: TST: add
>> Python
>> > 3.8 Win CI
>> > * `#11006 <https://github.com/scipy/scipy/pull/11006>`__: DOC:
>> special: add
>> > a reference for \`kl_div\`
>> > * `#11012 <https://github.com/scipy/scipy/pull/11012>`__: MAINT: Rework
>> > invres and invresz
>> > * `#11015 <https://github.com/scipy/scipy/pull/11015>`__: DOC:
>> special: add
>> > references for \`rel_entr\`
>> > * `#11017 <https://github.com/scipy/scipy/pull/11017>`__: DOC: numpydoc
>> > validation of morestats.py
>> > * `#11018 <https://github.com/scipy/scipy/pull/11018>`__: MAINT: Filter
>> > unrelated warning
>> > * `#11031 <https://github.com/scipy/scipy/pull/11031>`__: MAINT: update
>> > choose_conv_method for pocketfft implementation
>> > * `#11034 <https://github.com/scipy/scipy/pull/11034>`__: MAINT: TST:
>> Skip
>> > tests with multiprocessing that use "spawn"...
>> > * `#11036 <https://github.com/scipy/scipy/pull/11036>`__: DOC: update
>> > doc/README with some more useful content.
>> > * `#11037 <https://github.com/scipy/scipy/pull/11037>`__: DOC:
>> special: add
>> > a complete docstring for \`rgamma\`
>> > * `#11038 <https://github.com/scipy/scipy/pull/11038>`__: DOC:
>> special: add
>> > a reference for the polygamma function
>> > * `#11042 <https://github.com/scipy/scipy/pull/11042>`__: TST: fix
>> tf2zpk
>> > test failure due to incorrect complex sorting.
>> > * `#11044 <https://github.com/scipy/scipy/pull/11044>`__: MAINT:
>> > choose_conv_method can choose fftconvolution for longcomplex
>> > * `#11046 <https://github.com/scipy/scipy/pull/11046>`__: TST: Reduce
>> > tolerance for ppc64le with reference lapack
>> > * `#11048 <https://github.com/scipy/scipy/pull/11048>`__: DOC:
>> special: add
>> > reference for orthogonal polynomial functions
>> > * `#11049 <https://github.com/scipy/scipy/pull/11049>`__: MAINT: proper
>> > random number initialization and readability fix
>> > * `#11051 <https://github.com/scipy/scipy/pull/11051>`__: MAINT: pep8
>> > cleanup
>> > * `#11054 <https://github.com/scipy/scipy/pull/11054>`__: TST: bump
>> test
>> > precision for dual_annealing SLSQP test
>> > * `#11055 <https://github.com/scipy/scipy/pull/11055>`__: DOC:
>> special: add
>> > a reference for \`zeta\`
>> > * `#11056 <https://github.com/scipy/scipy/pull/11056>`__: API:
>> Deprecated
>> > normalized keyword in Rotation
>> > * `#11065 <https://github.com/scipy/scipy/pull/11065>`__: DOC: Ubuntu
>> > Development Environment Quickstart should not modify...
>> > * `#11066 <https://github.com/scipy/scipy/pull/11066>`__: BUG: skip
>> > deprecation for numpy top-level types
>> > * `#11067 <https://github.com/scipy/scipy/pull/11067>`__: DOC: updated
>> > documentation for consistency in writing style
>> > * `#11070 <https://github.com/scipy/scipy/pull/11070>`__: DOC:
>> Amendment to
>> > Ubuntu Development Environment Quickstart should...
>> > * `#11073 <https://github.com/scipy/scipy/pull/11073>`__: DOC: fix
>> 1.4.0
>> > release notes
>> > * `#11081 <https://github.com/scipy/scipy/pull/11081>`__: API: Replace
>> > Rotation.match_vectors with align_vectors
>> > * `#11083 <https://github.com/scipy/scipy/pull/11083>`__: DOC: more
>> 1.4.0
>> > release note fixes
>> > * `#11092 <https://github.com/scipy/scipy/pull/11092>`__: BUG: stats:
>> fix
>> > freezing of some distributions
>> > * `#11096 <https://github.com/scipy/scipy/pull/11096>`__: BUG:
>> > scipy.sparse.csgraph: fixed issue #10774
>> > * `#11124 <https://github.com/scipy/scipy/pull/11124>`__: fix Cython
>> > warnings related to _stats.pyx
>> > * `#11126 <https://github.com/scipy/scipy/pull/11126>`__: BUG:
>> > interpolate/fitpack: fix memory leak in splprep
>> > * `#11127 <https://github.com/scipy/scipy/pull/11127>`__: Avoid
>> potential
>> > segfault in CSR and CSC matrix indexing
>> > * `#11152 <https://github.com/scipy/scipy/pull/11152>`__: BUG: Fix
>> random
>> > state bug multiscale_graphcorr
>> > * `#11166 <https://github.com/scipy/scipy/pull/11166>`__: BUG: empty
>> sparse
>> > slice shapes
>> > * `#11167 <https://github.com/scipy/scipy/pull/11167>`__: BUG:
>> redundant
>> > fft in signal.resample
>> > * `#11181 <https://github.com/scipy/scipy/pull/11181>`__: TST: Fix
>> > tolerance of tests for aarch64
>> > * `#11182 <https://github.com/scipy/scipy/pull/11182>`__: TST: Bump up
>> > tolerance for test_maxiter_worsening
>> > * `#11199 <https://github.com/scipy/scipy/pull/11199>`__: BUG:
>> > sparse.linalg: mistake in unsymm. real shift-invert ARPACK eigenvalue
>> > selection
>> >
>> > Checksums
>> > =========
>> >
>> > MD5
>> > ~~~
>> >
>> > aa98f881f11681a35e18eadbf2c403fd
>> >  scipy-1.4.0-cp35-cp35m-macosx_10_6_intel.whl
>> > d99b88d888f8a78a67896b2f895c3aba
>> > scipy-1.4.0-cp35-cp35m-manylinux1_i686.whl
>> > 13d1ab63e2ca8d2c2ac9f0b01f37b374
>> >  scipy-1.4.0-cp35-cp35m-manylinux1_x86_64.whl
>> > b9908d9dddf3fa5bd9b2458ea42c2813  scipy-1.4.0-cp35-cp35m-win32.whl
>> > e6a6bb14d377ef8b893a710b9fcd05a8  scipy-1.4.0-cp35-cp35m-win_amd64.whl
>> > 203b3f7e9bee44d3ccb3d3e0ffd62a81
>> >  scipy-1.4.0-cp36-cp36m-macosx_10_6_intel.whl
>> > 3cb0fde221141e35dd7c759b727e86d1
>> > scipy-1.4.0-cp36-cp36m-manylinux1_i686.whl
>> > 9ae6711749bb09f812e634fec628bd23
>> >  scipy-1.4.0-cp36-cp36m-manylinux1_x86_64.whl
>> > da06f24a28995b3495d7696727a3a113  scipy-1.4.0-cp36-cp36m-win32.whl
>> > a7a16dca144deca4cf6ad8f8ae2c7823  scipy-1.4.0-cp36-cp36m-win_amd64.whl
>> > 82568a0464db2717671347296119353b
>> >  scipy-1.4.0-cp37-cp37m-macosx_10_6_intel.whl
>> > 9d49feaf58101c8ef72b4ff294f189c3
>> > scipy-1.4.0-cp37-cp37m-manylinux1_i686.whl
>> > 0b2772b857ae94b74923212fd733d136
>> >  scipy-1.4.0-cp37-cp37m-manylinux1_x86_64.whl
>> > 8d6f4725a8c533bf058eb38dcb6ed2f7  scipy-1.4.0-cp37-cp37m-win32.whl
>> > 6afaa582de4454655cb9cdf1b175b9b8  scipy-1.4.0-cp37-cp37m-win_amd64.whl
>> > 3fccff6188a8ca127f61dd200aef367a
>> >  scipy-1.4.0-cp38-cp38-macosx_10_9_x86_64.whl
>> > ac16f5ad172f3150ccf191a63b62fd9a
>> scipy-1.4.0-cp38-cp38-manylinux1_i686.whl
>> > a8508c9beeda3859a1fc5adcba46e0ac
>> >  scipy-1.4.0-cp38-cp38-manylinux1_x86_64.whl
>> > 9f20a8fdb63c53757455deeab05ae75a  scipy-1.4.0-cp38-cp38-win32.whl
>> > 34b5f5adf9145c6db408357e2784501e  scipy-1.4.0-cp38-cp38-win_amd64.whl
>> > 77be719dcb5a81ddd6c3260bc37a2e59  scipy-1.4.0.tar.gz
>> > f62205fc40fba8b7fbfa283c1b2770e1  scipy-1.4.0.tar.xz
>> > 5e57299c2cc780a3650ed60ba9cda4e0  scipy-1.4.0.zip
>> >
>> > SHA256
>> > ~~~~~~
>> >
>> > 1b51721e5792c4d722e0cab4daf82187d5f22f2e42c56cd247398a16e4d2f48d
>> >  scipy-1.4.0-cp35-cp35m-macosx_10_6_intel.whl
>> > cdbcfbe97a21fc6b3c55991a7bcd6a278a38bd197e2d274a45611cdc91beb5c0
>> >  scipy-1.4.0-cp35-cp35m-manylinux1_i686.whl
>> > 2d5b67afa5f5e0cf60dc747327c5be15cde434bed9c96743019886f86bfe0918
>> >  scipy-1.4.0-cp35-cp35m-manylinux1_x86_64.whl
>> > ab35718a2dd58089fbbdf3bcf1bb368a2ec99314de58f65d5d9a1cc8a1f49419
>> >  scipy-1.4.0-cp35-cp35m-win32.whl
>> > c2722813ff63bb1f0fb3c75253a85a16c2b0ecc8c4f999f666a7788bf7c6e4c3
>> >  scipy-1.4.0-cp35-cp35m-win_amd64.whl
>> > 203ba7ab52270e392e7e43834ffbe94fae09ca7f03113a11170cd36d0826eece
>> >  scipy-1.4.0-cp36-cp36m-macosx_10_6_intel.whl
>> > 1e46825a4b810e2c36cfebecbad09edfd14b74a43f6146343ec96c62659e4573
>> >  scipy-1.4.0-cp36-cp36m-manylinux1_i686.whl
>> > 72e644285a39aa64aaef7373fcbbed998aa7a550dc073d910d712a9380eba8b1
>> >  scipy-1.4.0-cp36-cp36m-manylinux1_x86_64.whl
>> > fb4b6c26e39375e0cb56d05508c1b43515589725f903c9250940fca906e909fd
>> >  scipy-1.4.0-cp36-cp36m-win32.whl
>> > 4061d71c0f143f3985d2ea9ebc4c1d86eff6df79318f265a5fdb23527811f5b2
>> >  scipy-1.4.0-cp36-cp36m-win_amd64.whl
>> > 204667ab336e9087a9bcd2be37b540703aef7b6f9a4fd776186d18b8b972f24a
>> >  scipy-1.4.0-cp37-cp37m-macosx_10_6_intel.whl
>> > c1fe5826d26b684d5a690099d56f010a4bdd916e32f9fc0e0898c22551fdc635
>> >  scipy-1.4.0-cp37-cp37m-manylinux1_i686.whl
>> > b51597ed8c1d3f2f07e537fb492a2c3659e477c502ad93c7e241f39ae9e21a78
>> >  scipy-1.4.0-cp37-cp37m-manylinux1_x86_64.whl
>> > 39e9571ae080c149f4b5324836e7ee06a7e331e77f0d6d55f9c6ab7266cd875a
>> >  scipy-1.4.0-cp37-cp37m-win32.whl
>> > e47f4d0be4fc6985c789d24898ad65daec781c7f5da4a3d4c76ed9af285306ba
>> >  scipy-1.4.0-cp37-cp37m-win_amd64.whl
>> > 6fcc1e8b47c332bb0a558d7529ede0990ea5ff822a9a4392b003adad8e0b31b8
>> >  scipy-1.4.0-cp38-cp38-macosx_10_9_x86_64.whl
>> > bbb21e998e136e1fdfd77e808abf16c72e75c6ffbb87f4b5a41f19c9a4b3e2de
>> >  scipy-1.4.0-cp38-cp38-manylinux1_i686.whl
>> > fa39935d7db5066a1b88575fdb196bb576474a17987637430df6bede311906be
>> >  scipy-1.4.0-cp38-cp38-manylinux1_x86_64.whl
>> > 461ca398ac6cb46bc89bdbc9f6a81c0302ee370cebe8be682c84a51977e21ded
>> >  scipy-1.4.0-cp38-cp38-win32.whl
>> > e588454fd6899d93b73d648d4d90d3d1285c91d08530a6ab94826676c862cabc
>> >  scipy-1.4.0-cp38-cp38-win_amd64.whl
>> > 31f7cfa93b01507c935c12b535e24812594002a02a56803d7cd063e9920d25e8
>> >  scipy-1.4.0.tar.gz
>> > 6d174683254ed39d4659f63ce512b843bc45479ce06a05dc089a48c17f1d68e7
>> >  scipy-1.4.0.tar.xz
>> > 704af03ecd4e2191daa12106449c5921f155d210812cce0d9c5f47194f312cda
>> >  scipy-1.4.0.zip
>> > -----BEGIN PGP SIGNATURE-----
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