Dec. 16, 2019
7:37 p.m.
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Hi all,
On behalf of the SciPy development team I'm pleased to announce
the release of SciPy 1.4.0.
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
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December 2019
8:13 p.m.
New subject: [SciPy-Dev] ANN: SciPy 1.4.0
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!
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
> ~~~
>
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1:40 a.m.
New subject: [SciPy-Dev] ANN: SciPy 1.4.0
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-----
> >
> > iQGzBAEBCAAdFiEEuinQzfUTSK0iykiguEZ+VI8xggYFAl34CSgACgkQuEZ+VI8x
> > ggY+FQv/TiG+T2eNdpy7t9gwe5aH+sGT5Fi0sli73C3I76fU/WCAx8N9MGnufIMK
> > hM1gF6feVWDiZRmEjXXHiVQM3ae4TAhq7V0ucxBQ+nonQf98EEWg0M1AHwEKx7HK
> > mRUT+50hCzqqRnv9axHHUxs93SPjv+xWkGvhZX9UfhrjPUCbglOd1yM60GZZkvxZ
> > Gj0thpz/eob8w8BM/NNo0TUyCG2e3nREobUdaGxPTaWJR53mYM4caC9dk7+ZvvCl
> > MsPEtFVuPpWUawSbqILQHo/Nqv8NYvIP0/90y6w9A+7oRCgh1U+BeI4JEQYpQAxT
> > EDUTw0bG3aG9SRqqZWPj86gMmvioFpxyLh2+zv5pN34ivaFR3hcsxrUsku/1B8u5
> > VkUaZwf7QXM+LhrbpxlhFLxad8wXEZjdYeD/l4TXGKSadMER5tRSSL/kUgEgC+KC
> > CpP+Jy1BIU2ypahyTr5siQrLP/kzYvKjeZsGS/RlGRoiZ6qUGA4I0/HFpUoQIZfE
> > Bfzgh2Kx
> > =QU1D
> > -----END PGP SIGNATURE-----
> >
> _______________________________________________
> NumPy-Discussion mailing list
> NumPy-Discussion@python.org
> https://mail.python.org/mailman/listinfo/numpy-discussion
>
9:16 a.m.
New subject: [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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>> > mRUT+50hCzqqRnv9axHHUxs93SPjv+xWkGvhZX9UfhrjPUCbglOd1yM60GZZkvxZ
>> > Gj0thpz/eob8w8BM/NNo0TUyCG2e3nREobUdaGxPTaWJR53mYM4caC9dk7+ZvvCl
>> > MsPEtFVuPpWUawSbqILQHo/Nqv8NYvIP0/90y6w9A+7oRCgh1U+BeI4JEQYpQAxT
>> > EDUTw0bG3aG9SRqqZWPj86gMmvioFpxyLh2+zv5pN34ivaFR3hcsxrUsku/1B8u5
>> > VkUaZwf7QXM+LhrbpxlhFLxad8wXEZjdYeD/l4TXGKSadMER5tRSSL/kUgEgC+KC
>> > CpP+Jy1BIU2ypahyTr5siQrLP/kzYvKjeZsGS/RlGRoiZ6qUGA4I0/HFpUoQIZfE
>> > Bfzgh2Kx
>> > =QU1D
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>> >
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Age (days ago)
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participants (4)
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David Cournapeau -
Ralf Gommers -
Tyler Reddy -
Warren Weckesser