ANN: SciPy 1.5.0

classic Classic list List threaded Threaded
2 messages Options
Reply | Threaded
Open this post in threaded view
|

ANN: SciPy 1.5.0

Tyler Reddy
Hi all,

On behalf of the SciPy development team I'm pleased to announce
the release of SciPy 1.5.0.

Sources and binary wheels can be found at:
https://pypi.org/project/scipy/
and at:
https://github.com/scipy/scipy/releases/tag/v1.5.0  

One of a few ways to install this release with pip:

pip install scipy==1.5.0

==========================
SciPy 1.5.0 Release Notes
==========================

SciPy 1.5.0 is the culmination of 6 months of hard work. It contains
many new features, numerous bug-fixes, improved test coverage and better
documentation. There have been a number of deprecations and API changes
in this release, which are documented below. All users are encouraged to
upgrade to this release, as there are a large number of bug-fixes and
optimizations. Before upgrading, we recommend that users check that
their own code does not use deprecated SciPy functionality (to do so,
run your code with ``python -Wd`` and check for ``DeprecationWarning`` s).
Our development attention will now shift to bug-fix releases on the
1.5.x branch, and on adding new features on the master branch.

This release requires Python 3.6+ and NumPy 1.14.5 or greater.

For running on PyPy, PyPy3 6.0+ and NumPy 1.15.0 are required.

Highlights of this release
----------------------------------

-  wrappers for more than a dozen new ``LAPACK`` routines are now available
  in `scipy.linalg.lapack`
-  Improved support for leveraging 64-bit integer size from linear algebra
  backends
-  addition of the probability distribution for two-sided one-sample
  Kolmogorov-Smirnov tests


New features
============

`scipy.cluster` improvements
---------------------------------------
Initialization of `scipy.cluster.vq.kmeans2` using ``minit="++"`` had a
quadratic complexity in the number of samples. It has been improved, resulting
in a much faster initialization with quasi-linear complexity.

`scipy.cluster.hierarchy.dendrogram` now respects the ``matplotlib`` color
palette

`scipy.fft` improvements
----------------------------------
A new keyword-only argument ``plan`` is added to all FFT functions in this
module. It is reserved for passing in a precomputed plan from libraries
providing a FFT backend (such as ``PyFFTW`` and ``mkl-fft``), and it is
currently not used in SciPy.

`scipy.io` improvements
---------------------------------
`scipy.io.wavfile` error messages are more explicit about what's wrong, and
extraneous bytes at the ends of files are ignored instead of raising an error
when the data has successfully been read.

`scipy.io.loadmat` gained a ``simplify_cells`` parameter, which if set to
``True`` simplifies the structure of the return value if the ``.mat`` file
contains cell arrays.

``pathlib.Path`` objects are now supported in `scipy.io` Matrix Market I/O
functions

`scipy.linalg` improvements
--------------------------------------
`scipy.linalg.eigh` has been improved. Now various ``LAPACK`` drivers can be
selected at will and also subsets of eigenvalues can be requested via
``subset_by_value`` keyword. Another keyword ``subset_by_index`` is introduced.
Keywords ``turbo`` and ``eigvals`` are deprecated.

Similarly, standard and generalized Hermitian eigenvalue ``LAPACK`` routines
``?<sy/he>evx`` are added and existing ones now have full ``_lwork``
counterparts.

Wrappers for the following ``LAPACK`` routines have been added to
`scipy.linalg.lapack`:

-  ``?getc2``: computes the LU factorization of a general matrix with complete
    pivoting
-  ``?gesc2``: solves a linear system given an LU factorization from ``?getc2``
-  ``?gejsv``: computes the singular value decomposition of a general matrix
    with higher accuracy calculation of tiny singular values and their
    corresponding singular vectors
-  ``?geqrfp``: computes the QR factorization of a general matrix with
    non-negative elements on the diagonal of R
-  ``?gtsvx``: solves a linear system with general tridiagonal matrix
-  ``?gttrf``: computes the LU factorization of a tridiagonal matrix
-  ``?gttrs``: solves a linear system given an LU factorization from ``?gttrf``
-  ``?ptsvx``: solves a linear system with symmetric positive definite
    tridiagonal matrix
-  ``?pttrf``: computes the LU factorization of a symmetric positive definite
    tridiagonal matrix
-  ``?pttrs``: solves a linear system given an LU factorization from ``?pttrf``
-  ``?pteqr``: computes the eigenvectors and eigenvalues of a positive definite
    tridiagonal matrix
-  ``?tbtrs``: solves a linear system with a triangular banded matrix
-  ``?csd``: computes the Cosine Sine decomposition of an orthogonal/unitary
    matrix

Generalized QR factorization routines (``?geqrf``) now have full ``_lwork``
counterparts.

`scipy.linalg.cossin` Cosine Sine decomposition of unitary matrices has been
added.

The function `scipy.linalg.khatri_rao`, which computes the Khatri-Rao product,
was added.

The new function `scipy.linalg.convolution_matrix` constructs the Toeplitz
matrix representing one-dimensional convolution.

`scipy.optimize` improvements
-----------------------------------------
The finite difference numerical differentiation used in various ``minimize``
methods that use gradients has several new features:

-  2-point, 3-point, or complex step finite differences can be used. Previously
  only a 2-step finite difference was available.
-  There is now the possibility to use a relative step size, previously only an
  absolute step size was available.
-  If the ``minimize`` method uses bounds the numerical differentiation strictly
  obeys those limits.
-  The numerical differentiation machinery now makes use of a simple cache,
  which in some cases can reduce the number of function evaluations.
-  ``minimize``'s ``method= 'powell'`` now supports simple bound constraints

There have been several improvements to `scipy.optimize.linprog`:

-  The ``linprog`` benchmark suite has been expanded considerably.
-  ``linprog``'s dense pivot-based redundancy removal routine and sparse
  presolve are faster
-  When ``scikit-sparse`` is available, solving sparse problems with
  ``method='interior-point'`` is faster

The caching of values when optimizing a function returning both value and
gradient together has been improved, avoiding repeated function evaluations
when using a ``HessianApproximation`` such as ``BFGS``.

``differential_evolution`` can now use the modern ``np.random.Generator`` as
well as the legacy ``np.random.RandomState`` as a seed.

`scipy.signal` improvements
--------------------------------------
A new optional argument ``include_nyquist`` is added to ``freqz`` functions in
this module. It is used for including the last frequency (Nyquist frequency).

`scipy.signal.find_peaks_cwt` now accepts a ``window_size`` parameter for the
size of the window used to calculate the noise floor.

`scipy.sparse` improvements
----------------------------------------
Outer indexing is now faster when using a 2d column vector to select column
indices.

`scipy.sparse.lil.tocsr` is faster

Fixed/improved comparisons between pydata sparse arrays and sparse matrices

BSR format sparse multiplication performance has been improved.

`scipy.sparse.linalg.LinearOperator` has gained the new ``ndim`` class
attribute

`scipy.spatial` improvements
---------------------------------------
`scipy.spatial.geometric_slerp` has been added to enable geometric
spherical linear interpolation on an n-sphere

`scipy.spatial.SphericalVoronoi` now supports calculation of region areas in 2D
and 3D cases

The tree building algorithm used by ``cKDTree`` has improved from quadratic
worst case time complexity to loglinear. Benchmarks are also now available for
building and querying of balanced/unbalanced kd-trees.

`scipy.special` improvements
----------------------------------------
The following functions now have Cython interfaces in `cython_special`:

-  `scipy.special.erfinv`
-  `scipy.special.erfcinv`
-  `scipy.special.spherical_jn`
-  `scipy.special.spherical_yn`
-  `scipy.special.spherical_in`
-  `scipy.special.spherical_kn`

`scipy.special.log_softmax` has been added to calculate the logarithm of softmax
function. It provides better accuracy than ``log(scipy.special.softmax(x))`` for
inputs that make softmax saturate.

`scipy.stats` improvements
------------------------------------
The function for generating random samples in `scipy.stats.dlaplace` has been
improved. The new function is approximately twice as fast with a memory
footprint reduction between 25 % and 60 % (see gh-11069).

`scipy.stats` functions that accept a seed for reproducible calculations using
random number generation (e.g. random variates from distributions) can now use
the modern ``np.random.Generator`` as well as the legacy
``np.random.RandomState`` as a seed.

The ``axis`` parameter was added to `scipy.stats.rankdata`. This allows slices
of an array along the given axis to be ranked independently.

The ``axis`` parameter was added to `scipy.stats.f_oneway`, allowing it to
compute multiple one-way ANOVA tests for data stored in n-dimensional
arrays.  The performance of ``f_oneway`` was also improved for some cases.

The PDF and CDF methods for ``stats.geninvgauss`` are now significantly faster
as  the numerical integration to calculate the CDF uses a Cython based
``LowLevelCallable``.

Moments of the normal distribution (`scipy.stats.norm`) are now calculated using
analytical formulas instead of numerical integration for greater speed and
accuracy

Moments and entropy trapezoidal distribution (`scipy.stats.trapz`) are now
calculated using analytical formulas instead of numerical integration for
greater speed and accuracy

Methods of the truncated normal distribution (`scipy.stats.truncnorm`),
especially ``_rvs``, are significantly faster after a complete rewrite.

The `fit` method of the Laplace distribution,  `scipy.stats.laplace`, now uses
the analytical formulas for the maximum likelihood estimates of the parameters.

Generation of random variates is now thread safe for all SciPy distributions.
3rd-party distributions may need to modify the signature of the ``_rvs()``
method to conform to ``_rvs(self, ..., size=None, random_state=None)``. (A
one-time VisibleDeprecationWarning is emitted when using non-conformant
distributions.)

The Kolmogorov-Smirnov two-sided test statistic distribution
(`scipy.stats.kstwo`) was added. Calculates the distribution of the K-S
two-sided statistic ``D_n`` for a sample of size n, using a mixture of exact
and asymptotic algorithms.

The new function ``median_abs_deviation`` replaces the deprecated
``median_absolute_deviation``.

The ``wilcoxon`` function now computes the p-value for Wilcoxon's signed rank
test using the exact distribution for inputs up to length 25.  The function has
a new ``mode`` parameter to specify how the p-value is to be computed.  The
default is ``"auto"``, which uses the exact distribution for inputs up to length
25 and the normal approximation for larger inputs.

Added a new Cython-based implementation to evaluate guassian kernel estimates,
which should improve the performance of ``gaussian_kde``

The ``winsorize`` function now has a ``nan_policy`` argument for refined
handling of ``nan`` input values.

The ``binned_statistic_dd`` function with ``statistic="std"`` performance was
improved by ~4x.

``scipy.stats.kstest(rvs, cdf,...)`` now handles both one-sample and
two-sample testing. The one-sample variation uses `scipy.stats.ksone`
(or `scipy.stats.kstwo` with back off to `scipy.stats.kstwobign`) to calculate
the p-value. The two-sample variation, invoked if ``cdf`` is array_like, uses
an algorithm described by Hodges to compute the probability directly, only
backing off to `scipy.stats.kstwo` in case of overflow. The result in both
cases is more accurate p-values, especially for two-sample testing with
smaller (or quite different) sizes.

`scipy.stats.maxwell` performance improvements include a 20 % speed up for
`fit()`` and 5 % for ``pdf()``

`scipy.stats.shapiro` and `scipy.stats.jarque_bera` now return a named tuple
for greater consistency with other ``stats`` functions

Deprecated features
================

`scipy` deprecations
----------------------------

`scipy.special` changes
--------------------------------
The ``bdtr``, ``bdtrc``, and ``bdtri`` functions are deprecating non-negative
non-integral ``n`` arguments.

`scipy.stats` changes
-----------------------------
The function ``median_absolute_deviation`` is deprecated. Use
``median_abs_deviation`` instead.

The use of the string ``"raw"`` with the ``scale`` parameter of ``iqr`` is
deprecated. Use ``scale=1`` instead.

Backwards incompatible changes
==========================

`scipy.interpolate` changes
-------------------------------------

`scipy.linalg` changes
------------------------------
The output signatures of ``?syevr``, ``?heevr`` have been changed from
``w, v, info`` to ``w, v, m, isuppz, info``

The order of output arguments ``w``, ``v`` of ``<sy/he>{gv, gvd, gvx}`` is
swapped.

`scipy.signal` changes
-------------------------------
The output length of `scipy.signal.upfirdn` has been corrected, resulting
outputs may now be shorter for some combinations of up/down ratios and input
signal and filter lengths.

`scipy.signal.resample` now supports a ``domain`` keyword argument for
specification of time or frequency domain input.

Other changes
=============
Improved support for leveraging 64-bit integer size from linear algebra backends
in several parts of the SciPy codebase.

Shims designed to ensure the compatibility of SciPy with Python 2.7 have now
been removed.

Many warnings due to unused imports and unused assignments have been addressed.

Many usage examples were added to function docstrings, and many input
validations and intuitive exception messages have been added throughout the
codebase.

Early stage adoption of type annotations in a few parts of the codebase


Authors
=======

* @endolith
* Hameer Abbasi
* ADmitri +
* Wesley Alves +
* Berkay Antmen +
* Sylwester Arabas +
* Arne Küderle +
* Christoph Baumgarten
* Peter Bell
* Felix Berkenkamp
* Jordão Bragantini +
* Clemens Brunner +
* Evgeni Burovski
* Matthias Bussonnier +
* CJ Carey
* Derrick Chambers +
* Leander Claes +
* Christian Clauss
* Luigi F. Cruz +
* dankleeman
* Andras Deak
* Milad Sadeghi DM +
* jeremie du boisberranger +
* Stefan Endres
* Malte Esders +
* Leo Fang +
* felixhekhorn +
* Isuru Fernando
* Andrew Fowlie
* Lakshay Garg +
* Gaurav Gijare +
* Ralf Gommers
* Emmanuelle Gouillart +
* Kevin Green +
* Martin Grignard +
* Maja Gwozdz
* Sturla Molden
* gyu-don +
* Matt Haberland
* hakeemo +
* Charles Harris
* Alex Henrie
* Santi Hernandez +
* William Hickman +
* Till Hoffmann +
* Joseph T. Iosue +
* Anany Shrey Jain
* Jakob Jakobson
* Charles Jekel +
* Julien Jerphanion +
* Jiacheng-Liu +
* Christoph Kecht +
* Paul Kienzle +
* Reidar Kind +
* Dmitry E. Kislov +
* Konrad +
* Konrad0
* Takuya KOUMURA +
* Krzysztof Pióro
* Peter Mahler Larsen
* Eric Larson
* Antony Lee
* Gregory Lee +
* Gregory R. Lee
* Chelsea Liu
* Cong Ma +
* Kevin Mader +
* Maja Gwóźdź +
* Alex Marvin +
* Matthias Kümmerer
* Nikolay Mayorov
* Mazay0 +
* G. D. McBain
* Nicholas McKibben +
* Sabrina J. Mielke +
* Sebastian J. Mielke +
* Miloš Komarčević +
* Shubham Mishra +
* Santiago M. Mola +
* Grzegorz Mrukwa +
* Peyton Murray
* Andrew Nelson
* Nico Schlömer
* nwjenkins +
* odidev +
* Sambit Panda
* Vikas Pandey +
* Rick Paris +
* Harshal Prakash Patankar +
* Balint Pato +
* Matti Picus
* Ilhan Polat
* poom +
* Siddhesh Poyarekar
* Vladyslav Rachek +
* Bharat Raghunathan
* Manu Rajput +
* Tyler Reddy
* Andrew Reed +
* Lucas Roberts
* Ariel Rokem
* Heshy Roskes
* Matt Ruffalo
* Atsushi Sakai +
* Benjamin Santos +
* Christoph Schock +
* Lisa Schwetlick +
* Chris Simpson +
* Leo Singer
* Kai Striega
* Søren Fuglede Jørgensen
* Kale-ab Tessera +
* Seth Troisi +
* Robert Uhl +
* Paul van Mulbregt
* Vasiliy +
* Isaac Virshup +
* Pauli Virtanen
* Shakthi Visagan +
* Jan Vleeshouwers +
* Sam Wallan +
* Lijun Wang +
* Warren Weckesser
* Richard Weiss +
* wenhui-prudencemed +
* Eric Wieser
* Josh Wilson
* James Wright +
* Ruslan Yevdokymov +
* Ziyao Zhang +

A total of 129 people contributed to this release.
People with a "+" by their names contributed a patch for the first time.
This list of names is automatically generated, and may not be fully complete.

Issues closed for 1.5.0
-------------------------------

* `#1455 <https://github.com/scipy/scipy/issues/1455>`__: ellipord does returns bogus values if gstop or gpass are negative...
* `#1968 <https://github.com/scipy/scipy/issues/1968>`__: correlate2d's output does not agree with correlate's output in...
* `#2744 <https://github.com/scipy/scipy/issues/2744>`__: BUG: optimize: '\*\*kw' argument of 'newton_krylov' is not documented
* `#4755 <https://github.com/scipy/scipy/issues/4755>`__: TypeError: data type "<i0" not understood
* `#4921 <https://github.com/scipy/scipy/issues/4921>`__: scipy.optimize maxiter option not working as expected
* `#5144 <https://github.com/scipy/scipy/issues/5144>`__: RuntimeWarning on csgraph.shortest_path when edge lengths are...
* `#5309 <https://github.com/scipy/scipy/issues/5309>`__: Documentation of 'hybr' and 'lm' inconsistent in optimize.root
* `#6026 <https://github.com/scipy/scipy/issues/6026>`__: Replace approx_grad with _numdiff.approx_derivative in scipy.optimize
* `#6502 <https://github.com/scipy/scipy/issues/6502>`__: Computing Eigenvalues in an Interval with LAPACK
* `#7058 <https://github.com/scipy/scipy/issues/7058>`__: Errors in special.bdtri and special.bdtr for non-integer k values
* `#7700 <https://github.com/scipy/scipy/issues/7700>`__: SuperLU does not respect perm_c="NATURAL"
* `#7895 <https://github.com/scipy/scipy/issues/7895>`__: Improvements to io.loadmat
* `#8205 <https://github.com/scipy/scipy/issues/8205>`__: ValueError in scipy.linalg.eigvalsh for large matrix
* `#8278 <https://github.com/scipy/scipy/issues/8278>`__: Memory limit for scipy.sparse.linalg.spsolve with scikit-umfpack
* `#8327 <https://github.com/scipy/scipy/issues/8327>`__: scipy.stats.mstats.winsorize NaN handling
* `#8341 <https://github.com/scipy/scipy/issues/8341>`__: scipy.stats.ks_2samp for masked and unmasked data give different...
* `#8748 <https://github.com/scipy/scipy/issues/8748>`__: scipy.stats.kstest for same distribution: p-values nonuniform
* `#9042 <https://github.com/scipy/scipy/issues/9042>`__: optimize: Incorrect statement about \`jac\` in the \`minimize\`...
* `#9197 <https://github.com/scipy/scipy/issues/9197>`__: problem with scipy.signal.butter with 1000+ points array
* `#9212 <https://github.com/scipy/scipy/issues/9212>`__: EIGH very very slow --> suggesting an easy fix
* `#9553 <https://github.com/scipy/scipy/issues/9553>`__: ndimage routines behave badly when output has memory overlap...
* `#9632 <https://github.com/scipy/scipy/issues/9632>`__: ndimage.maximum_filter undocumented behaviour using footprint...
* `#9658 <https://github.com/scipy/scipy/issues/9658>`__: `scipy.optimize.minimize(method='COBYLA')` not threadsafe
* `#9710 <https://github.com/scipy/scipy/issues/9710>`__: stats.weightedtau([1], [1.0]) SEGFAULTs
* `#9797 <https://github.com/scipy/scipy/issues/9797>`__: Master Tracker for some Kolmogorov-Smirnov test Issues
* `#9844 <https://github.com/scipy/scipy/issues/9844>`__: scipy.signal.upfirdn gives different length matrix versus MATLAB...
* `#9872 <https://github.com/scipy/scipy/issues/9872>`__: scipy.signal.convolve is slower when vectorized
* `#9913 <https://github.com/scipy/scipy/issues/9913>`__: BUG: No dt in StateSpace operations
* `#10014 <https://github.com/scipy/scipy/issues/10014>`__: Distribution names \`weibull_min\`and \`weibull_max\` should...
* `#10159 <https://github.com/scipy/scipy/issues/10159>`__: BUG: stats: chisquare returns incorrect results for arrays of...
* `#10302 <https://github.com/scipy/scipy/issues/10302>`__: scipy.fft: Add a \`plan\` argument
* `#10332 <https://github.com/scipy/scipy/issues/10332>`__: 'Incomplete wav chunk' inconsistent/reason unknown
* `#10441 <https://github.com/scipy/scipy/issues/10441>`__: Remove uses of \`numpy.dual\`?
* `#10558 <https://github.com/scipy/scipy/issues/10558>`__: Document implicit sum in csr_matrix() constructor
* `#10788 <https://github.com/scipy/scipy/issues/10788>`__: LU with full pivoting
* `#10841 <https://github.com/scipy/scipy/issues/10841>`__: Unexpected behavior in linalg.blas.dtrmm wrapper
* `#10919 <https://github.com/scipy/scipy/issues/10919>`__: optimize._lbfgsb setulb() function violates parameter bounds
* `#10963 <https://github.com/scipy/scipy/issues/10963>`__: kstest, ks_2samp: confusing \`mode\` argument descriptions
* `#11022 <https://github.com/scipy/scipy/issues/11022>`__: Unexpected Result in factorial function with NaN input
* `#11028 <https://github.com/scipy/scipy/issues/11028>`__: Documentation error in optimize.minimize
* `#11058 <https://github.com/scipy/scipy/issues/11058>`__: Adding logsoftmax function
* `#11076 <https://github.com/scipy/scipy/issues/11076>`__: ValueError: Unknown wave file format
* `#11090 <https://github.com/scipy/scipy/issues/11090>`__: Misconception of the median absolute deviation in stats?
* `#11095 <https://github.com/scipy/scipy/issues/11095>`__: BUG: find_peaks_cwt test failures in 32-bit Linux wheels
* `#11107 <https://github.com/scipy/scipy/issues/11107>`__: scipy.io.mmread generated an error "TypeError: startswith first...
* `#11123 <https://github.com/scipy/scipy/issues/11123>`__: Add wrapper for ?gttrf/?gttrs
* `#11128 <https://github.com/scipy/scipy/issues/11128>`__: OverflowError in resample_poly (upfirdn)
* `#11132 <https://github.com/scipy/scipy/issues/11132>`__: Possible bug: rv_discret.ppf for percentiles 0 and 100 and loc...
* `#11163 <https://github.com/scipy/scipy/issues/11163>`__: Comparisons between scipy spmatrix and can sparse.SparseArray...
* `#11168 <https://github.com/scipy/scipy/issues/11168>`__: Generalized Pareto variance inaccurate for concentrations near...
* `#11169 <https://github.com/scipy/scipy/issues/11169>`__: Add wrapper for ?geqrfp
* `#11184 <https://github.com/scipy/scipy/issues/11184>`__: 2-sided Kolmogorov Smirnov returns p-value of 1
* `#11185 <https://github.com/scipy/scipy/issues/11185>`__: The .roots() or solve() function of scipy.interpolate.CubicHermiteSpline...
* `#11190 <https://github.com/scipy/scipy/issues/11190>`__: Add wrapper for ?tbtrs
* `#11200 <https://github.com/scipy/scipy/issues/11200>`__: Can no longer slice csr_matrix in 1.3.0
* `#11207 <https://github.com/scipy/scipy/issues/11207>`__: _minimize_scalar_bounded: reference before assignment
* `#11216 <https://github.com/scipy/scipy/issues/11216>`__: linprog: interior-point: Cholmod reordering can be reused
* `#11223 <https://github.com/scipy/scipy/issues/11223>`__: Add wrappers for ?pttrf, ?pttrs
* `#11224 <https://github.com/scipy/scipy/issues/11224>`__: Add wrapperfor ?pteqr
* `#11235 <https://github.com/scipy/scipy/issues/11235>`__: MAINT: Missleading Error Message for IIR Filter
* `#11244 <https://github.com/scipy/scipy/issues/11244>`__: Missing reference in \`scipy.optimize.line_search\`
* `#11262 <https://github.com/scipy/scipy/issues/11262>`__: Hermitian Eigenvalue Problem eigh() API and wrapper change proposal
* `#11266 <https://github.com/scipy/scipy/issues/11266>`__: Sparse matrix constructor data type detection changes on Numpy...
* `#11270 <https://github.com/scipy/scipy/issues/11270>`__: CI failing: Travis CI Py36 refguide and Linux_Python_36_32bit_full...
* `#11279 <https://github.com/scipy/scipy/issues/11279>`__: linalg.eigh checks whole array for finite values
* `#11295 <https://github.com/scipy/scipy/issues/11295>`__: CI: azure does not auto-cancel old jobs on pushes
* `#11299 <https://github.com/scipy/scipy/issues/11299>`__: stats.truncnorm.rvs 100x slower in v1.4.x than v1.3.3
* `#11315 <https://github.com/scipy/scipy/issues/11315>`__: BUG: special: rgamma on negative integers smaller -34
* `#11319 <https://github.com/scipy/scipy/issues/11319>`__: Missing \`int64_t\` declaration in rectangular_lsap.cpp
* `#11323 <https://github.com/scipy/scipy/issues/11323>`__: Compilation failure due to missing symbol pthread_atfork
* `#11332 <https://github.com/scipy/scipy/issues/11332>`__: BUG: directed_hausdorff distance on sets u and v when u is a...
* `#11350 <https://github.com/scipy/scipy/issues/11350>`__: Khatri-Rao product
* `#11354 <https://github.com/scipy/scipy/issues/11354>`__: ENH: Add wrapper for ?gejsv
* `#11361 <https://github.com/scipy/scipy/issues/11361>`__: Dropped NaN in eval_genlaguerre function
* `#11363 <https://github.com/scipy/scipy/issues/11363>`__: Dropped NaN in hyperu function
* `#11365 <https://github.com/scipy/scipy/issues/11365>`__: scipy.stats.binned_statistic regressed in v1.4.0
* `#11369 <https://github.com/scipy/scipy/issues/11369>`__: Dropped NaN in eval_hermite
* `#11370 <https://github.com/scipy/scipy/issues/11370>`__: Dropped NaN in eval_gegenbauer
* `#11373 <https://github.com/scipy/scipy/issues/11373>`__: Add wrapper for ?gtsvx
* `#11374 <https://github.com/scipy/scipy/issues/11374>`__: Add wrapper for ?ptsvx
* `#11391 <https://github.com/scipy/scipy/issues/11391>`__: csgraph.minimum_spanning_tree loses precision
* `#11398 <https://github.com/scipy/scipy/issues/11398>`__: Update stats to cope with \`np.random.Generator\` machinery
* `#11412 <https://github.com/scipy/scipy/issues/11412>`__: Array copying causes unwanted type casting from complex to float...
* `#11415 <https://github.com/scipy/scipy/issues/11415>`__: Where is the Wiener Filter derived from?
* `#11416 <https://github.com/scipy/scipy/issues/11416>`__: _lib._util.getargspec_no_self is missing KEYWORD_ONLY support
* `#11428 <https://github.com/scipy/scipy/issues/11428>`__: Documentation on SHGO inequality constraints appears contradictory
* `#11429 <https://github.com/scipy/scipy/issues/11429>`__: Add LAPACK's ZUNCSD cosine sine decomposition
* `#11438 <https://github.com/scipy/scipy/issues/11438>`__: run_dualannealing passes bounds incorrectly in benchmarks/optimize.py
* `#11441 <https://github.com/scipy/scipy/issues/11441>`__: Can't run optimize benchmarks
* `#11442 <https://github.com/scipy/scipy/issues/11442>`__: Chebyshev weights
* `#11448 <https://github.com/scipy/scipy/issues/11448>`__: Wrongly typed comparison in integrate.quad
* `#11458 <https://github.com/scipy/scipy/issues/11458>`__: BUG: maximum_bipartite_matching produces infeasible solution
* `#11460 <https://github.com/scipy/scipy/issues/11460>`__: CI failing: 2 Travis CI tests fail with numpy build or version...
* `#11462 <https://github.com/scipy/scipy/issues/11462>`__: Bug on "++" initialization on "kmeans2"
* `#11464 <https://github.com/scipy/scipy/issues/11464>`__: Shouldn't data type of KDE evaluation should be like in the input...
* `#11468 <https://github.com/scipy/scipy/issues/11468>`__: performance of binned_statistics_2d 100x slowdown from 1.3.2...
* `#11484 <https://github.com/scipy/scipy/issues/11484>`__: Callback function doesn't give the same value as the one being...
* `#11492 <https://github.com/scipy/scipy/issues/11492>`__: Confusing dendrogram labelling
* `#11493 <https://github.com/scipy/scipy/issues/11493>`__: scipy.optimize.least_squares fails if the return array of the...
* `#11494 <https://github.com/scipy/scipy/issues/11494>`__: Error performing kronecker product between large sparse vectors
* `#11503 <https://github.com/scipy/scipy/issues/11503>`__: medfilt produces 0 on input of length 1
* `#11529 <https://github.com/scipy/scipy/issues/11529>`__: Pyflakes generates almost 700 warnings.
* `#11566 <https://github.com/scipy/scipy/issues/11566>`__: irfft/irfft2/irfftn docs are slightly confusing re: input type.
* `#11572 <https://github.com/scipy/scipy/issues/11572>`__: least_squares: too small tolerances not catched with method='lm'
* `#11581 <https://github.com/scipy/scipy/issues/11581>`__: DOC: scipy.interpolate.RectSphereBivariateSpline
* `#11586 <https://github.com/scipy/scipy/issues/11586>`__: Differential evolution breaks with LinearConstraints with sparse...
* `#11595 <https://github.com/scipy/scipy/issues/11595>`__: scipy.spatial.cKDTree construction slow for some datasets
* `#11598 <https://github.com/scipy/scipy/issues/11598>`__: output of special.voigt_profile when sigma=0
* `#11601 <https://github.com/scipy/scipy/issues/11601>`__: linalg tests failing in runtests.py
* `#11602 <https://github.com/scipy/scipy/issues/11602>`__: scipy.optimize.linear_sum_assignment returns reverse diagonal...
* `#11610 <https://github.com/scipy/scipy/issues/11610>`__: Analytic formula for normal moments
* `#11611 <https://github.com/scipy/scipy/issues/11611>`__: Build failure with gfortran 10
* `#11613 <https://github.com/scipy/scipy/issues/11613>`__: TST, MAINT: test_quadpack TestCtypesQuad wasn't fully migrated...
* `#11630 <https://github.com/scipy/scipy/issues/11630>`__: SmoothBivariateSpline bbox parameter
* `#11635 <https://github.com/scipy/scipy/issues/11635>`__: typo in docstring of scipy.stats.norminvgauss
* `#11637 <https://github.com/scipy/scipy/issues/11637>`__: BUG: core dumps when calling scipy.interpolate.interp1d with...
* `#11638 <https://github.com/scipy/scipy/issues/11638>`__: better documentation for 'return_all' option in minimize(Nelder...
* `#11652 <https://github.com/scipy/scipy/issues/11652>`__: TST, MAINT: CI failures for pre-release NumPy wheels
* `#11659 <https://github.com/scipy/scipy/issues/11659>`__: optimize.fmin_l_bfgs_b needs bound check and appropiate error...
* `#11660 <https://github.com/scipy/scipy/issues/11660>`__: BUG/ENH: distribution.ncf with nc=0 returns nan
* `#11661 <https://github.com/scipy/scipy/issues/11661>`__: scipy.ndimage.convolve1d and correlate1d don't behave properly...
* `#11669 <https://github.com/scipy/scipy/issues/11669>`__: p-value varies with the order of the data
* `#11676 <https://github.com/scipy/scipy/issues/11676>`__: documentation of scipy.spatial.HalfspaceIntersection: wrong method...
* `#11685 <https://github.com/scipy/scipy/issues/11685>`__: Rotation cannot be expressed as matrix
* `#11686 <https://github.com/scipy/scipy/issues/11686>`__: MAINT: mypy imports of Cython "modules"
* `#11693 <https://github.com/scipy/scipy/issues/11693>`__: TestDifferentialEvolutionSolver::test_L4 failing in CI
* `#11696 <https://github.com/scipy/scipy/issues/11696>`__: DOC: incorrect compiler information for macOS in docs
* `#11709 <https://github.com/scipy/scipy/issues/11709>`__: eigh() tests fail to pass, crash Python with seemingly ramdom...
* `#11763 <https://github.com/scipy/scipy/issues/11763>`__: Small error in gamma continuous rv fit comments
* `#11769 <https://github.com/scipy/scipy/issues/11769>`__: truncnorm.rvs Weird Behaviors
* `#11770 <https://github.com/scipy/scipy/issues/11770>`__: crash in TestEigh::test_value_subsets
* `#11795 <https://github.com/scipy/scipy/issues/11795>`__: trapz distribution mean computed using single precision
* `#11800 <https://github.com/scipy/scipy/issues/11800>`__: Segmentation fault in scipy.odr for multidimensional independent...
* `#11811 <https://github.com/scipy/scipy/issues/11811>`__: pyflakes silently failing on travis-ci
* `#11826 <https://github.com/scipy/scipy/issues/11826>`__: Error with _fblas
* `#11827 <https://github.com/scipy/scipy/issues/11827>`__: \`fft.tests.test_numpy.test_multiprocess\` hangs on Python3.8...
* `#11835 <https://github.com/scipy/scipy/issues/11835>`__: tests with \`multiprocessing\` hang on Python 3.8 on macOS
* `#11839 <https://github.com/scipy/scipy/issues/11839>`__: linalg.expm returns nans with RuntimeWarning: overflow encountered...
* `#11856 <https://github.com/scipy/scipy/issues/11856>`__: Documentation of fit methods for \`weibull_min\` and \`exponweib\`...
* `#11868 <https://github.com/scipy/scipy/issues/11868>`__: Function always evaluated twice when using HessianUpdateStrategy...
* `#11875 <https://github.com/scipy/scipy/issues/11875>`__: Typo in the docstring of simps()
* `#11877 <https://github.com/scipy/scipy/issues/11877>`__: kmeans2 '++' method is orders of magnitude slower than sklearn.cluster.KMeans()
* `#11884 <https://github.com/scipy/scipy/issues/11884>`__: The upper code lines are dead code
* `#11886 <https://github.com/scipy/scipy/issues/11886>`__: Array shape mismatch in scipy.optimize
* `#11892 <https://github.com/scipy/scipy/issues/11892>`__: BUG: stats: Incorrect handling of edges cases by ttest_rel and...
* `#11908 <https://github.com/scipy/scipy/issues/11908>`__: LinearOperator should have ndim attribute
* `#11910 <https://github.com/scipy/scipy/issues/11910>`__: Documentation missing for what M is in init argument
* `#11922 <https://github.com/scipy/scipy/issues/11922>`__: macOS actions CI has started failing in last couple of days.
* `#11928 <https://github.com/scipy/scipy/issues/11928>`__: DOC: signal: Wrong description for sepfir2d, cspline2d, qspline2d
* `#11944 <https://github.com/scipy/scipy/issues/11944>`__: curve_fit documentation unclear on default value of absolute_sigma
* `#11945 <https://github.com/scipy/scipy/issues/11945>`__: Add a (potentially temporary) py.typed file?
* `#11949 <https://github.com/scipy/scipy/issues/11949>`__: ValueError 'k exceeds matrix dimensions' for sparse.diagonal()...
* `#11951 <https://github.com/scipy/scipy/issues/11951>`__: BUG: asv benchmark failed because of cython version
* `#11967 <https://github.com/scipy/scipy/issues/11967>`__: BLD: Azure windows runs complain about drives
* `#11973 <https://github.com/scipy/scipy/issues/11973>`__: oaconvolve(a,b,'same') differs in shape from convolve(a,b,'same')...
* `#12002 <https://github.com/scipy/scipy/issues/12002>`__: pybind11 license
* `#12003 <https://github.com/scipy/scipy/issues/12003>`__: MAINT: circular SphericalVoronoi input
* `#12015 <https://github.com/scipy/scipy/issues/12015>`__: Reordering of CSC matrix breaks when you go above int32 limits
* `#12031 <https://github.com/scipy/scipy/issues/12031>`__: Documentation Rendering Issues Visible in CircleCI Artifacts
* `#12037 <https://github.com/scipy/scipy/issues/12037>`__: MAINT, CI: new Cython 3.0a4 issue
* `#12087 <https://github.com/scipy/scipy/issues/12087>`__: DOC: some odr models are missing docs
* `#12119 <https://github.com/scipy/scipy/issues/12119>`__: signal.fftconvolve no longer convolves types f8 and numpy.float64
* `#12149 <https://github.com/scipy/scipy/issues/12149>`__: Documentation of Rosenbrock function
* `#12173 <https://github.com/scipy/scipy/issues/12173>`__: Large memory usage when indexing sparse matrices with \`np.ix_\`
* `#12178 <https://github.com/scipy/scipy/issues/12178>`__: BUG: stats: Some discrete distributions don't accept lists of...
* `#12220 <https://github.com/scipy/scipy/issues/12220>`__: BUG, REL: gh_lists.py compromised scraping
* `#12239 <https://github.com/scipy/scipy/issues/12239>`__: BUG: median absolute deviation handling of nan
* `#12301 <https://github.com/scipy/scipy/issues/12301>`__: integer overflow in scipy.sparse.sputils.check_shape when matrix size > 2^32
* `#12314 <https://github.com/scipy/scipy/issues/12314>`__: scipy.spatial.transform.Rotation multiplication does not normalize quaternion

Pull requests for 1.5.0
------------------------------

* `#6510 <https://github.com/scipy/scipy/pull/6510>`__: Add Eigenvalue Range Functionality for Symmetric Eigenvalue Problems
* `#9525 <https://github.com/scipy/scipy/pull/9525>`__: BUG: SuperLU 'NATURAL' order applies a column permutation
* `#9634 <https://github.com/scipy/scipy/pull/9634>`__: Add the number of Jacobian evaluations to the output of L-BFGS-B.
* `#9719 <https://github.com/scipy/scipy/pull/9719>`__: ENH: Added kstwo probability distribution for two-sided one-sample...
* `#9783 <https://github.com/scipy/scipy/pull/9783>`__: WIP: optimize: added (dense) interpolative decomposition redundancy...
* `#10053 <https://github.com/scipy/scipy/pull/10053>`__: Adding docstring to weibull_min and weibull_max based on issue...
* `#10136 <https://github.com/scipy/scipy/pull/10136>`__: DEP: Add warning to linprog_verbose_callback
* `#10380 <https://github.com/scipy/scipy/pull/10380>`__: ENH: add geometric_slerp
* `#10602 <https://github.com/scipy/scipy/pull/10602>`__: MAINT: optimize: refactor common linprog arguments into namedtuple
* `#10648 <https://github.com/scipy/scipy/pull/10648>`__: Bounds for the Powell minimization method
* `#10673 <https://github.com/scipy/scipy/pull/10673>`__: ENH: approx_fprime --> approx_derivative
* `#10759 <https://github.com/scipy/scipy/pull/10759>`__: ENH: calculation of region areas in spatial.SphericalVoronoi
* `#10762 <https://github.com/scipy/scipy/pull/10762>`__: BENCH: optimize: more comprehensive linprog benchmarking
* `#10796 <https://github.com/scipy/scipy/pull/10796>`__: ENH exact p-values of wilcoxon test in scipy.stats
* `#10797 <https://github.com/scipy/scipy/pull/10797>`__: ENH: linalg: LU with full pivoting (wrappers for ?getc2/?gesc2)
* `#10824 <https://github.com/scipy/scipy/pull/10824>`__: ENH: Fast gaussian kernel estimator
* `#10942 <https://github.com/scipy/scipy/pull/10942>`__: BUG: prevent bound violation in L-BFGS-B optimize method
* `#11003 <https://github.com/scipy/scipy/pull/11003>`__: ENH: add scipy.linalg.convolution_matrix
* `#11023 <https://github.com/scipy/scipy/pull/11023>`__: improving error message for cubic-interpolate with duplicates
* `#11045 <https://github.com/scipy/scipy/pull/11045>`__: MAINT: make bdt{r,rc,ri}() functions accept double n,k args +...
* `#11063 <https://github.com/scipy/scipy/pull/11063>`__: Fix documentation error in optimize.minimize
* `#11069 <https://github.com/scipy/scipy/pull/11069>`__: ENH: stats.dlaplace.rvs improvements
* `#11071 <https://github.com/scipy/scipy/pull/11071>`__: DOC: Added examples to maximum_position in ndimage
* `#11075 <https://github.com/scipy/scipy/pull/11075>`__: DOC: Update stylistic consistency in multiple files
* `#11097 <https://github.com/scipy/scipy/pull/11097>`__: BUG: stats: fixing chisquare to return correct results for arrays...
* `#11110 <https://github.com/scipy/scipy/pull/11110>`__: ENH: special: Cythonise erfinv, erfcinv
* `#11112 <https://github.com/scipy/scipy/pull/11112>`__: BUG: special: Return NaN outside the domain of \`eval_hermite\`
* `#11114 <https://github.com/scipy/scipy/pull/11114>`__: BUG: special: fix \`hyp1f1\` for nonnegative integral \`a\` and...
* `#11115 <https://github.com/scipy/scipy/pull/11115>`__: DOC: special: add docstrings for \`kei\`, \`ker\`, \`keip\`,...
* `#11130 <https://github.com/scipy/scipy/pull/11130>`__: ENH: support for circular input
* `#11136 <https://github.com/scipy/scipy/pull/11136>`__: BUG: expm handling of empty input
* `#11138 <https://github.com/scipy/scipy/pull/11138>`__: DOC: stylistic consistency, punctuation, etc.
* `#11139 <https://github.com/scipy/scipy/pull/11139>`__: MAINT: cluster: use cython_blas, remove handwritten BLAS wrappers
* `#11146 <https://github.com/scipy/scipy/pull/11146>`__: DOC: update docs on bp parameter for detrend
* `#11151 <https://github.com/scipy/scipy/pull/11151>`__: DOC: special: add docstrings for \`bei\`, \`ber\`, \`beip\`,...
* `#11156 <https://github.com/scipy/scipy/pull/11156>`__: ENH: add input validation for ellipord.
* `#11157 <https://github.com/scipy/scipy/pull/11157>`__: DOC: stylistic revision, punctuation, consistency
* `#11160 <https://github.com/scipy/scipy/pull/11160>`__: ignore warning on 0 \* inf in basin hopping
* `#11162 <https://github.com/scipy/scipy/pull/11162>`__: DOC: minor stylistic revision, undo changes
* `#11164 <https://github.com/scipy/scipy/pull/11164>`__: ENH/ BUG: Pydata sparse equality
* `#11171 <https://github.com/scipy/scipy/pull/11171>`__: Fix dtype validation of "seuclidean" metric V parameter
* `#11177 <https://github.com/scipy/scipy/pull/11177>`__: BUG: stats: Improve genpareto stats calculations.
* `#11180 <https://github.com/scipy/scipy/pull/11180>`__: MAINT: stats: Some clean up in test_distributions.py.
* `#11187 <https://github.com/scipy/scipy/pull/11187>`__: ENH: add functionality log_softmax to SciPy.special.
* `#11188 <https://github.com/scipy/scipy/pull/11188>`__: MAINT: add rvs method to argus in scipy.stats
* `#11196 <https://github.com/scipy/scipy/pull/11196>`__: DOC: special: add to docstrings of Kelvin zeros functions
* `#11202 <https://github.com/scipy/scipy/pull/11202>`__: BUG: fix edge counting in shortest_path
* `#11218 <https://github.com/scipy/scipy/pull/11218>`__: BUG: scipy/interpolate: fix PPoly/Cubic\*Spline roots() extrapolation...
* `#11225 <https://github.com/scipy/scipy/pull/11225>`__: Add a warning to constant input for spearmanr() function
* `#11226 <https://github.com/scipy/scipy/pull/11226>`__: Speed up of interior-point method for cholesky solver
* `#11229 <https://github.com/scipy/scipy/pull/11229>`__: BUG: Explicit dtype specification in _upfirdn.py
* `#11230 <https://github.com/scipy/scipy/pull/11230>`__: Additional citation for optimize tutorial
* `#11231 <https://github.com/scipy/scipy/pull/11231>`__: Adds SLSQP test for duplicate f-evals (#10738)
* `#11236 <https://github.com/scipy/scipy/pull/11236>`__: MAINT: Improved error message for Wn range in iirfilter.
* `#11245 <https://github.com/scipy/scipy/pull/11245>`__: ENH: optimize: dense redundancy removal routine optimizations
* `#11247 <https://github.com/scipy/scipy/pull/11247>`__: MAINT: Remove _lib/_numpy_compat.py
* `#11248 <https://github.com/scipy/scipy/pull/11248>`__: BUG: rv_discrete.ppf() to handle loc
* `#11251 <https://github.com/scipy/scipy/pull/11251>`__: DOC: add reference for linesearch zoom algorithm
* `#11253 <https://github.com/scipy/scipy/pull/11253>`__: BUG: fix kendalltau issue where p-value becomes >1
* `#11254 <https://github.com/scipy/scipy/pull/11254>`__: MAINT: make special.factorial handle nan correctly
* `#11256 <https://github.com/scipy/scipy/pull/11256>`__: DOC: Updated documentation for scipy.linalg.qr
* `#11265 <https://github.com/scipy/scipy/pull/11265>`__: Fix: Can no longer slice csr_matrix in 1.3.0
* `#11267 <https://github.com/scipy/scipy/pull/11267>`__: BUG: Rework the scaling in the ks_2samp two-sided exact test.
* `#11268 <https://github.com/scipy/scipy/pull/11268>`__: DOC: example of NonLinearConstraint
* `#11269 <https://github.com/scipy/scipy/pull/11269>`__: Fix: Sparse matrix constructor data type detection changes on...
* `#11276 <https://github.com/scipy/scipy/pull/11276>`__: BLD: update minimum Python, NumPy, Cython, Pybind11 versions
* `#11277 <https://github.com/scipy/scipy/pull/11277>`__: MAINT: Cleanup conditionals for unsupported numpy verisons
* `#11278 <https://github.com/scipy/scipy/pull/11278>`__: MAINT: Cleanup stats.iqr workarounds for unsupported NumPy versions
* `#11282 <https://github.com/scipy/scipy/pull/11282>`__: TST/CI: improve traceback formatting for test failures
* `#11284 <https://github.com/scipy/scipy/pull/11284>`__: fix docs & behavior for mode sequences in ndimage filters
* `#11285 <https://github.com/scipy/scipy/pull/11285>`__: DOC: special: complete the docstrings of Chi-square functions
* `#11286 <https://github.com/scipy/scipy/pull/11286>`__: BUG: make loadmat/savemat file opening close resources correctly
* `#11287 <https://github.com/scipy/scipy/pull/11287>`__: CI: skip Azure and TravisCI builds on merges and direct pushes...
* `#11288 <https://github.com/scipy/scipy/pull/11288>`__: DOC: Fix import in scipy.io.wavfile.read sample code
* `#11289 <https://github.com/scipy/scipy/pull/11289>`__: BUG: Use context manager for open
* `#11290 <https://github.com/scipy/scipy/pull/11290>`__: MAINT: Remove _lib._version in favour of _lib._pep440
* `#11292 <https://github.com/scipy/scipy/pull/11292>`__: DOC: special: add docstrings for various convenience functions
* `#11293 <https://github.com/scipy/scipy/pull/11293>`__: DOC: special: fix typo in \`chdtri\` docstring
* `#11296 <https://github.com/scipy/scipy/pull/11296>`__: DOC: special: add to docstrings of Bessel zeros and derivatives
* `#11297 <https://github.com/scipy/scipy/pull/11297>`__: DOC: special: add parameters/returns sections for Bessel integrals
* `#11300 <https://github.com/scipy/scipy/pull/11300>`__: MAINT: Update vendored uarray version
* `#11301 <https://github.com/scipy/scipy/pull/11301>`__: CI: azure conditions should require succeeded()
* `#11302 <https://github.com/scipy/scipy/pull/11302>`__: ENH: build infrastructure for ILP64 BLAS + ARPACK conversion
* `#11303 <https://github.com/scipy/scipy/pull/11303>`__: DOC: special: fix typo in \`besselpoly\` docstring
* `#11304 <https://github.com/scipy/scipy/pull/11304>`__: ENH: MAINT: Rewrite of eigh() and relevant wrappers
* `#11306 <https://github.com/scipy/scipy/pull/11306>`__: TST: skip test_aligned_mem linalg test that is crashing on ppcle64
* `#11307 <https://github.com/scipy/scipy/pull/11307>`__: MAINT: Fix typo 'solutuion' -> 'solution'
* `#11308 <https://github.com/scipy/scipy/pull/11308>`__: ENH: do not create 1d array out of a scalar
* `#11310 <https://github.com/scipy/scipy/pull/11310>`__: MAINT: clean up object array creation, scalar/1d confusion
* `#11311 <https://github.com/scipy/scipy/pull/11311>`__: DOC: Specify custom callable option for metric in cluster.hierarchy.fclusterdata
* `#11316 <https://github.com/scipy/scipy/pull/11316>`__: BUG: special: fix behavior for \`rgamma\` zeros
* `#11317 <https://github.com/scipy/scipy/pull/11317>`__: BUG: fix floating-point literal comparisons under C99
* `#11318 <https://github.com/scipy/scipy/pull/11318>`__: TST: optimize: mark two linprog tests for skipping
* `#11320 <https://github.com/scipy/scipy/pull/11320>`__: BUG: Include \`int64_t\` declaration to \`rectangular_lsap.cpp\`
* `#11330 <https://github.com/scipy/scipy/pull/11330>`__: MAINT: Update vendored pypocketfft version
* `#11333 <https://github.com/scipy/scipy/pull/11333>`__: BUG: directed_hausdorff subset fix
* `#11335 <https://github.com/scipy/scipy/pull/11335>`__: [ENH] sparse: Loosen check for sparse outer indexing fast path
* `#11337 <https://github.com/scipy/scipy/pull/11337>`__: Undefined name 'e' in pavement.py
* `#11338 <https://github.com/scipy/scipy/pull/11338>`__: scipyoptdoc.py: Remove unused variable 'sixu'
* `#11340 <https://github.com/scipy/scipy/pull/11340>`__: xrange() was removed in Python 3 in favor of range()
* `#11342 <https://github.com/scipy/scipy/pull/11342>`__: range() was removed in Py3 in _binned_statistic.py
* `#11343 <https://github.com/scipy/scipy/pull/11343>`__: BUG: constants: fix 'exact' values table
* `#11347 <https://github.com/scipy/scipy/pull/11347>`__: ENH: add input validation function and apply it to needed functions
* `#11348 <https://github.com/scipy/scipy/pull/11348>`__: MAINT: remove six.string_types usages
* `#11349 <https://github.com/scipy/scipy/pull/11349>`__: MAINT: minor doc fix _minimize_trustregion_constr
* `#11353 <https://github.com/scipy/scipy/pull/11353>`__: MAINT: py3 remove various six usages
* `#11358 <https://github.com/scipy/scipy/pull/11358>`__: ENH: optimize: Use CSR format instead of LIL for speed
* `#11362 <https://github.com/scipy/scipy/pull/11362>`__: MAINT: sys.version_info >= 3.5
* `#11364 <https://github.com/scipy/scipy/pull/11364>`__: ENH: cache square of sums for f_oneway
* `#11368 <https://github.com/scipy/scipy/pull/11368>`__: ENH: add optional argument, "include_nyquist", for freqz()
* `#11372 <https://github.com/scipy/scipy/pull/11372>`__: BENCH: optimize: added linprog presolve benchmarks
* `#11376 <https://github.com/scipy/scipy/pull/11376>`__: ENH: Add wrapper for ?gttrf/?gttrs
* `#11377 <https://github.com/scipy/scipy/pull/11377>`__: MAINT: Remove Python 2 code from tools/authors.py
* `#11378 <https://github.com/scipy/scipy/pull/11378>`__: ENH (WIP): Python wrapper for ?tbtrs
* `#11379 <https://github.com/scipy/scipy/pull/11379>`__: MAINT: Remove six.with_metaclass from benchmarks/cython_special.py
* `#11380 <https://github.com/scipy/scipy/pull/11380>`__: BUG: sparse/isolve: bicg and qmr don't treat x0 correctly
* `#11382 <https://github.com/scipy/scipy/pull/11382>`__: MAINT: remove error throw in binned_statistic_dd() on non-finite...
* `#11383 <https://github.com/scipy/scipy/pull/11383>`__: MAINT: _lib: remove py2 compat shims in getargspec
* `#11384 <https://github.com/scipy/scipy/pull/11384>`__: MAINT: Use numpy scalar types directly
* `#11385 <https://github.com/scipy/scipy/pull/11385>`__: ENH: special: add spherical Bessel functions to \`cython_special\`
* `#11389 <https://github.com/scipy/scipy/pull/11389>`__: MAINT: line.startswith shouldn't be bytes
* `#11393 <https://github.com/scipy/scipy/pull/11393>`__: ENH: Speed up truncnorm's ppf()and rvs() methods
* `#11394 <https://github.com/scipy/scipy/pull/11394>`__: MAINT: Remove self._size (and self._random_state) from stats...
* `#11395 <https://github.com/scipy/scipy/pull/11395>`__: correction in error message (%d->%g format)
* `#11396 <https://github.com/scipy/scipy/pull/11396>`__: DOC: revert gh10540, removing mtrand
* `#11397 <https://github.com/scipy/scipy/pull/11397>`__: MAINT: differential_evolution accepts np.random.Generator
* `#11402 <https://github.com/scipy/scipy/pull/11402>`__: ENH: stats can use np.random.Generator
* `#11404 <https://github.com/scipy/scipy/pull/11404>`__: ENH: add docstring of butter() for transfer function syntax problem
* `#11405 <https://github.com/scipy/scipy/pull/11405>`__: DOC: Fix "see also" for SmoothBivariateSpline
* `#11408 <https://github.com/scipy/scipy/pull/11408>`__: ENH: Add a \`plan\` argument to FFT functions in \`scipy.fft\`
* `#11411 <https://github.com/scipy/scipy/pull/11411>`__: MAINT: check minimize duplicate evaluations
* `#11418 <https://github.com/scipy/scipy/pull/11418>`__: ENH: Linalg: Python wrapper for ?geqrfp
* `#11419 <https://github.com/scipy/scipy/pull/11419>`__: TST: Python 3.7 mac OS gcc multibuild fix
* `#11423 <https://github.com/scipy/scipy/pull/11423>`__: ENH: Add tool to lint diffs
* `#11425 <https://github.com/scipy/scipy/pull/11425>`__: FIX: _array_newton should preserve complex inputs
* `#11426 <https://github.com/scipy/scipy/pull/11426>`__: MAINT: licence for global optimization benchmarks
* `#11431 <https://github.com/scipy/scipy/pull/11431>`__: Make median_absolute_deviation scale argument aligned w/iqr
* `#11432 <https://github.com/scipy/scipy/pull/11432>`__: Fix error message typo
* `#11433 <https://github.com/scipy/scipy/pull/11433>`__: DOC: Remove L from longs
* `#11434 <https://github.com/scipy/scipy/pull/11434>`__: MAINT: Python3 improvements to refguide_check.py
* `#11435 <https://github.com/scipy/scipy/pull/11435>`__: DOC: Update runtest --parallel help
* `#11436 <https://github.com/scipy/scipy/pull/11436>`__: MAINT: Remove checks for sys.version < 3.5
* `#11437 <https://github.com/scipy/scipy/pull/11437>`__: DOC: Fix documentation issue
* `#11439 <https://github.com/scipy/scipy/pull/11439>`__: Support path objects (PEP 519) in mmio functions
* `#11440 <https://github.com/scipy/scipy/pull/11440>`__: correct bounds pass in run_dualannealing for benchmarks/optimize.py
* `#11443 <https://github.com/scipy/scipy/pull/11443>`__: BENCH: optimize_linprog remove ImportError exception
* `#11453 <https://github.com/scipy/scipy/pull/11453>`__: BUG: sparse: convert csc/csr indices to int64 as needed
* `#11454 <https://github.com/scipy/scipy/pull/11454>`__: DOC: Remove caveat on \`maximum_bipartite_matching\`
* `#11455 <https://github.com/scipy/scipy/pull/11455>`__: BUG: Fix _lib._util.getargspec_no_self lack of KEYWORD_ONLY support.
* `#11456 <https://github.com/scipy/scipy/pull/11456>`__: Implementation of khatri_rao product
* `#11459 <https://github.com/scipy/scipy/pull/11459>`__: BUG: fix augmentation being broken in maximum_bipartite_matching
* `#11461 <https://github.com/scipy/scipy/pull/11461>`__: MAINT: minor spelling corrections in comments in SciPy.sparse.linalg.arpack
* `#11467 <https://github.com/scipy/scipy/pull/11467>`__: [MRG] Make result data type of KDE evaluation like in the input...
* `#11469 <https://github.com/scipy/scipy/pull/11469>`__: Update integrate.quad documentation
* `#11472 <https://github.com/scipy/scipy/pull/11472>`__: Fixed result typo
* `#11476 <https://github.com/scipy/scipy/pull/11476>`__: DOC: stats: Copy-edit the anderson docstring.
* `#11478 <https://github.com/scipy/scipy/pull/11478>`__: ENH: avoid unnecessary array copies in matrix product
* `#11481 <https://github.com/scipy/scipy/pull/11481>`__: BUG: Make special.hyperu return nan if any argument is nan
* `#11483 <https://github.com/scipy/scipy/pull/11483>`__: BUG: Fixed \`_kpp\` initialization on \`scipy.cluster.vq\`, closing...
* `#11485 <https://github.com/scipy/scipy/pull/11485>`__: ENH: Update docstring of class KrylovJacobian to fix #2744
* `#11486 <https://github.com/scipy/scipy/pull/11486>`__: BUG: make special.eval_hermite return nan if second argument...
* `#11487 <https://github.com/scipy/scipy/pull/11487>`__: ENH: improve docstring of correlate and correlate2d to fix #1968
* `#11488 <https://github.com/scipy/scipy/pull/11488>`__: FIX: change "func -> fun" of scipy.optimize _root.py to solve...
* `#11489 <https://github.com/scipy/scipy/pull/11489>`__: BUG: fixes typo introduced in PR #11253 in stats.mstats.kendalltau()
* `#11490 <https://github.com/scipy/scipy/pull/11490>`__: DOC: fix typo in scipy/io/matlab/mio4.py
* `#11495 <https://github.com/scipy/scipy/pull/11495>`__: MAINT: refactor slsqp to fix issue in callback function
* `#11498 <https://github.com/scipy/scipy/pull/11498>`__: [DOC] mention graph cuts in maximum flow docstring
* `#11499 <https://github.com/scipy/scipy/pull/11499>`__: DOC: Improve documentation of scipy.signal.signaltools.wiener
* `#11506 <https://github.com/scipy/scipy/pull/11506>`__: DOC: Fix typo in documentation of scipy.stats.morestats
* `#11508 <https://github.com/scipy/scipy/pull/11508>`__: ENH: avoid copy on sparse __init__ when dtype is given
* `#11509 <https://github.com/scipy/scipy/pull/11509>`__: ENH: avoid unnecessary array copies in matrix product (again)
* `#11510 <https://github.com/scipy/scipy/pull/11510>`__: [DOC] An ex. for creating arbitrary size tri-diagonal
* `#11511 <https://github.com/scipy/scipy/pull/11511>`__: TST: pin numba for Travis/sparse
* `#11513 <https://github.com/scipy/scipy/pull/11513>`__: TST: disable NumPy cache dir ppc64le
* `#11514 <https://github.com/scipy/scipy/pull/11514>`__: BUG: make special.eval_genlaguerre return nan if passed nan
* `#11517 <https://github.com/scipy/scipy/pull/11517>`__: ENH: improve sparse.lil.tocsr performance
* `#11519 <https://github.com/scipy/scipy/pull/11519>`__: Fix fresnel documentation
* `#11520 <https://github.com/scipy/scipy/pull/11520>`__: BUG: make special.eval_gegenbauer return nan if passed nan
* `#11524 <https://github.com/scipy/scipy/pull/11524>`__: ENH: Cosine Sine Decomposition
* `#11526 <https://github.com/scipy/scipy/pull/11526>`__: BUG: fix SLSQP max iteration setting to fix #4921
* `#11527 <https://github.com/scipy/scipy/pull/11527>`__: ENH: improve docstring of weibull_min_gen and weibull_max_gen...
* `#11530 <https://github.com/scipy/scipy/pull/11530>`__: MAINT: Removed 3 unused imports, 3 unused assignments from ndimage.
* `#11531 <https://github.com/scipy/scipy/pull/11531>`__: DOC: fix typos in bdtr and bdtrc from gh PR 11045
* `#11532 <https://github.com/scipy/scipy/pull/11532>`__: MAINT: Fixed several unused imports and unused assignments from...
* `#11533 <https://github.com/scipy/scipy/pull/11533>`__: MAINT: Fixed about 100 unused imports, unused assignment warnings...
* `#11534 <https://github.com/scipy/scipy/pull/11534>`__: FIX: Allow non-native byte order inputs to scipy.fft
* `#11535 <https://github.com/scipy/scipy/pull/11535>`__: MAINT: Fixed several unused imports in _lib.
* `#11536 <https://github.com/scipy/scipy/pull/11536>`__: MAINT: Fixed several unused imports and unused assignments in...
* `#11537 <https://github.com/scipy/scipy/pull/11537>`__: MAINT: Removed an unused import in scipy/constants.
* `#11538 <https://github.com/scipy/scipy/pull/11538>`__: MAINT: Fixed several unused imports in scipy/fft.
* `#11539 <https://github.com/scipy/scipy/pull/11539>`__: MAINT: Fixed several unused imports and unused assignments in...
* `#11540 <https://github.com/scipy/scipy/pull/11540>`__: MAINT: Fixed two unused imports in scipy/misc.
* `#11541 <https://github.com/scipy/scipy/pull/11541>`__: MAINT: Fixed several unused imports and unused assignments in...
* `#11542 <https://github.com/scipy/scipy/pull/11542>`__: MAINT: Fixed an unused import in scipy/odr.
* `#11543 <https://github.com/scipy/scipy/pull/11543>`__: MAINT: Fixed several unused imports and unused assignments in...
* `#11544 <https://github.com/scipy/scipy/pull/11544>`__: MAINT: Fixed unused imports and unused assignments in scipy/integrate.
* `#11545 <https://github.com/scipy/scipy/pull/11545>`__: MAINT: Removed unused imports and fixed unused assignments in...
* `#11546 <https://github.com/scipy/scipy/pull/11546>`__: MAINT: Removed unused imports; fixed unused assignments in scipy/signal.
* `#11547 <https://github.com/scipy/scipy/pull/11547>`__: MAINT: Removed unused imports; fixed unused assignments in scipy/spatial
* `#11548 <https://github.com/scipy/scipy/pull/11548>`__: MAINT: Removed unused imports; fixed unused assignments in scipy.sparse.
* `#11549 <https://github.com/scipy/scipy/pull/11549>`__: MAINT: Replace xrange with range
* `#11560 <https://github.com/scipy/scipy/pull/11560>`__: MAINT: stats: remove an _argcheck call
* `#11573 <https://github.com/scipy/scipy/pull/11573>`__: MAINT: Removed unused imports; fixed unused assignments in scipy/stats.
* `#11574 <https://github.com/scipy/scipy/pull/11574>`__: MAINT: Small change to \`optimize.nnls\` error messages.
* `#11575 <https://github.com/scipy/scipy/pull/11575>`__: MAINT: Update sytrd/hetrd tests
* `#11582 <https://github.com/scipy/scipy/pull/11582>`__: MAINT: fix typo in quadpack.py closes #11448
* `#11585 <https://github.com/scipy/scipy/pull/11585>`__: TST: add openblas_support.py
* `#11587 <https://github.com/scipy/scipy/pull/11587>`__: BUG: Differential evolution with LinearConstraint with sparse...
* `#11588 <https://github.com/scipy/scipy/pull/11588>`__: MAINT: Fully display problem size in lsmr/lsqr.
* `#11589 <https://github.com/scipy/scipy/pull/11589>`__: MAINT: Remove Python 2 workarounds
* `#11590 <https://github.com/scipy/scipy/pull/11590>`__: MAINT: Remove Python2 module init
* `#11605 <https://github.com/scipy/scipy/pull/11605>`__: Standardization of bounds in _linprog_util.py
* `#11608 <https://github.com/scipy/scipy/pull/11608>`__: BUG: fix use of is in DE callback
* `#11614 <https://github.com/scipy/scipy/pull/11614>`__: TST, MAINT: TestCtypesQuad skip with pytest
* `#11619 <https://github.com/scipy/scipy/pull/11619>`__: ENH: add nan_policy argument and functionality to stats.mstats.winsorize
* `#11621 <https://github.com/scipy/scipy/pull/11621>`__: MAINT: Cleanup uses of PY_VERSION_HEX, NPY_PY3K in ndimage
* `#11622 <https://github.com/scipy/scipy/pull/11622>`__: MAINT: Cleanup uses of PY_VERSION_HEX, NPY_PY3K in sparse
* `#11623 <https://github.com/scipy/scipy/pull/11623>`__: MAINT: Remove unnecessary 'from __future__ import ...' statements
* `#11626 <https://github.com/scipy/scipy/pull/11626>`__: MAINT: Cleanup uses of PY_VERSION_HEX
* `#11627 <https://github.com/scipy/scipy/pull/11627>`__: ENH: add analytic formula for normal moments
* `#11628 <https://github.com/scipy/scipy/pull/11628>`__: MAINT, TST: adjust azure for matplotlib release
* `#11631 <https://github.com/scipy/scipy/pull/11631>`__: Revert to old behaviour for constant cost matrices in \`linear_sum_assignment\`
* `#11632 <https://github.com/scipy/scipy/pull/11632>`__: MAINT: Define ARRAY_ANYORDER with DEF instead of cdef
* `#11639 <https://github.com/scipy/scipy/pull/11639>`__: BUG: interpolate/interp1d: fail gracefully on all-nan inputs
* `#11640 <https://github.com/scipy/scipy/pull/11640>`__: MAINT: Fix BLAS3 trmm wrapper for "side" arg
* `#11642 <https://github.com/scipy/scipy/pull/11642>`__: TST, MAINT: remove dead code in Travis CI
* `#11643 <https://github.com/scipy/scipy/pull/11643>`__: MAINT: fix conversion in binom_test
* `#11645 <https://github.com/scipy/scipy/pull/11645>`__: MAINT: Assorted clean up.
* `#11646 <https://github.com/scipy/scipy/pull/11646>`__: MAINT: Remove unnecessary 'from __future__ import ...' statements
* `#11647 <https://github.com/scipy/scipy/pull/11647>`__: DOC: document return_all arguments
* `#11648 <https://github.com/scipy/scipy/pull/11648>`__: Perform geometric slerp in quaternion space
* `#11651 <https://github.com/scipy/scipy/pull/11651>`__: DOC: Update paper URL in lambertw documentation
* `#11653 <https://github.com/scipy/scipy/pull/11653>`__: PERF: Switch to C++ STL std::nth_element
* `#11655 <https://github.com/scipy/scipy/pull/11655>`__: MAINT: Remove Python2 cStringStream
* `#11657 <https://github.com/scipy/scipy/pull/11657>`__: ENH: Add wrapper for ?pttrf/?pttrs
* `#11664 <https://github.com/scipy/scipy/pull/11664>`__: ENH: Add wrapper for ?gejsv
* `#11665 <https://github.com/scipy/scipy/pull/11665>`__: ENH: Add wrapper for ?pteqr
* `#11667 <https://github.com/scipy/scipy/pull/11667>`__: BUG: Non-central Fisher distribution (fix nan-values when nc=0)
* `#11668 <https://github.com/scipy/scipy/pull/11668>`__: ENH: Add wrapper for ?gtsvx
* `#11671 <https://github.com/scipy/scipy/pull/11671>`__: TST, CI: restore Azure temporarily
* `#11672 <https://github.com/scipy/scipy/pull/11672>`__: Add warning to medfilt when array size < kernel_size
* `#11674 <https://github.com/scipy/scipy/pull/11674>`__: TST: bump test precision for two np.dot related linalg tests.
* `#11675 <https://github.com/scipy/scipy/pull/11675>`__: MAINT: pycodestyle clean-up
* `#11677 <https://github.com/scipy/scipy/pull/11677>`__: ENH: Add wrapper for ?ptsvx
* `#11679 <https://github.com/scipy/scipy/pull/11679>`__: BENCH: cKDTree benchmarks added: balanced/unbalanced tree (related...
* `#11680 <https://github.com/scipy/scipy/pull/11680>`__: MAINT: rng_integers allows RandomState.randint or Generator.integers
* `#11683 <https://github.com/scipy/scipy/pull/11683>`__: BUG: fix mode='mirror' on length 1 axes
* `#11684 <https://github.com/scipy/scipy/pull/11684>`__: BUG: fix scipy.special.voigt_profile
* `#11687 <https://github.com/scipy/scipy/pull/11687>`__: MAINT: sparse.linalg: avoid importing from \`np.core\`
* `#11688 <https://github.com/scipy/scipy/pull/11688>`__: ENH: mypy: get specific about ignoring missing imports
* `#11690 <https://github.com/scipy/scipy/pull/11690>`__: MAINT: mypy: fix errors about incompatible types in lists
* `#11692 <https://github.com/scipy/scipy/pull/11692>`__: MAINT: mypy: fix remaining type errors
* `#11694 <https://github.com/scipy/scipy/pull/11694>`__: TST, MAINT: bump to OpenBLAS 0.3.9 stable, raise tol for Win...
* `#11697 <https://github.com/scipy/scipy/pull/11697>`__: DOC: fix pdf of norminvgauss in scipy.stats
* `#11701 <https://github.com/scipy/scipy/pull/11701>`__: MAINT: special: add rudimentary types for \`_ufuncs\` extension...
* `#11702 <https://github.com/scipy/scipy/pull/11702>`__: BUG: Fixed a post-merge bug for eigh()
* `#11703 <https://github.com/scipy/scipy/pull/11703>`__: Improves docstring with consistent L2-norm
* `#11705 <https://github.com/scipy/scipy/pull/11705>`__: DOC: Slerp the SphericalVoronoi docstring
* `#11706 <https://github.com/scipy/scipy/pull/11706>`__: ENH: mypy: add \`--mypy\` option to \`runtests.py\`
* `#11710 <https://github.com/scipy/scipy/pull/11710>`__: ENH: Modified stats.kstest() to use the exact stats.kstwo.sf()...
* `#11715 <https://github.com/scipy/scipy/pull/11715>`__: DOC: add .. versionadded:: to as_matrix/from_matrix in spatial/transf…
* `#11716 <https://github.com/scipy/scipy/pull/11716>`__: BENCH: fix benchmark imports for \`\`optimize_linprog.py\`\`
* `#11721 <https://github.com/scipy/scipy/pull/11721>`__: MAINT: io: Remove now-unnecessary \`# type: ignore\`
* `#11722 <https://github.com/scipy/scipy/pull/11722>`__: MAINT: mypy: remove mpmath from the ratchet
* `#11726 <https://github.com/scipy/scipy/pull/11726>`__: Handle constant input for scipy.stats.f_oneway
* `#11729 <https://github.com/scipy/scipy/pull/11729>`__: BENCH: optimize: added infeasible benchmarks for linprog
* `#11731 <https://github.com/scipy/scipy/pull/11731>`__: fix inaccurate information about Mac OS compiler (#11696)
* `#11733 <https://github.com/scipy/scipy/pull/11733>`__: Fix inaccurate docstring example of HalfspaceIntersection
* `#11734 <https://github.com/scipy/scipy/pull/11734>`__: Doc: fix inaccurate docstring of SmoothBivariateSpline.
* `#11735 <https://github.com/scipy/scipy/pull/11735>`__: Bug: stats: fix wrong shape from median_absolute_deviation for...
* `#11736 <https://github.com/scipy/scipy/pull/11736>`__: ENH: add input validations and its tests for FITPACK in fitpack2.py
* `#11737 <https://github.com/scipy/scipy/pull/11737>`__: BUG: Prevent crashes due to MKL bug in ?heevr
* `#11739 <https://github.com/scipy/scipy/pull/11739>`__: MAINT: special: add type stubs for \`_test_round.pyx\`
* `#11740 <https://github.com/scipy/scipy/pull/11740>`__: MAINT: special: remove unused specfun f2py wrappers
* `#11741 <https://github.com/scipy/scipy/pull/11741>`__: BUG: fix small tolerances handling for minpack and add a test.
* `#11743 <https://github.com/scipy/scipy/pull/11743>`__: Doc: fix docstring of rfft, rfft2, rfftn, irfft, irfft2, irfftn...
* `#11744 <https://github.com/scipy/scipy/pull/11744>`__: MAINT: Remove unused py3k.h code
* `#11745 <https://github.com/scipy/scipy/pull/11745>`__: DOC: stats: Clean up ncf documentation.
* `#11748 <https://github.com/scipy/scipy/pull/11748>`__: MAINT: special: type \`cython_special\` as \`Any\`
* `#11750 <https://github.com/scipy/scipy/pull/11750>`__: MAINT: type hints for \`_spherical_voronoi\`
* `#11752 <https://github.com/scipy/scipy/pull/11752>`__: DOC: fix docstring of scipy.optimize.least_squares
* `#11753 <https://github.com/scipy/scipy/pull/11753>`__: ENH: add input validation for dendrogram and a test.
* `#11755 <https://github.com/scipy/scipy/pull/11755>`__: MAINT: Replace uses of tostring with tobytes
* `#11757 <https://github.com/scipy/scipy/pull/11757>`__: ENH: improve binned_statistics_2d performance.
* `#11759 <https://github.com/scipy/scipy/pull/11759>`__: ENH: optimize: add HiGHS methods to linprog
* `#11760 <https://github.com/scipy/scipy/pull/11760>`__: MAINT: Remove FileStream replaced by GenericStream
* `#11761 <https://github.com/scipy/scipy/pull/11761>`__: MAINT: Replace npy_3kcompat.h shims
* `#11765 <https://github.com/scipy/scipy/pull/11765>`__: TST: Speedup test_pascal which is VERY slow on Azure
* `#11766 <https://github.com/scipy/scipy/pull/11766>`__: TST: speed up differential_evolution L8 test
* `#11767 <https://github.com/scipy/scipy/pull/11767>`__: Change comment in continuous rv gamma fit function
* `#11776 <https://github.com/scipy/scipy/pull/11776>`__: Add domain option for resample.
* `#11784 <https://github.com/scipy/scipy/pull/11784>`__: BUG: Fixed calculation of nonzero elements in scipy.sparse.random
* `#11786 <https://github.com/scipy/scipy/pull/11786>`__: ENH: stats: add axis keyword argument to scipy.stats.rankdata
* `#11789 <https://github.com/scipy/scipy/pull/11789>`__: Doc: fix docstring of scipy.spatial.chebyshev
* `#11792 <https://github.com/scipy/scipy/pull/11792>`__: DOC: dev: add guidelines for developing public Cython APIs
* `#11794 <https://github.com/scipy/scipy/pull/11794>`__: MAINT: add comments explaining a problem in cython_optimize organization
* `#11796 <https://github.com/scipy/scipy/pull/11796>`__: DOC: add a note about precision losing in csgraph.minimum_spanning_tree...
* `#11797 <https://github.com/scipy/scipy/pull/11797>`__: ENH: Allow negative \`axis\` in \`interpolate.BSpline\`. Also...
* `#11798 <https://github.com/scipy/scipy/pull/11798>`__: Add simplify_cells parameter to scipy.io.loadmat
* `#11801 <https://github.com/scipy/scipy/pull/11801>`__: MAINT, DOC: minor changes of ratio-of-uniforms in scipy.stats
* `#11802 <https://github.com/scipy/scipy/pull/11802>`__: BUG: fix scipy.odr to handle multidimensional independent and...
* `#11803 <https://github.com/scipy/scipy/pull/11803>`__: scipy.stats.trapz: Use analytic formulas for stats and entropy.
* `#11808 <https://github.com/scipy/scipy/pull/11808>`__: DOC: add Examples in the scipy.interpolate.interpn docstring.
* `#11809 <https://github.com/scipy/scipy/pull/11809>`__: Duplicate entries are added together in csr_matrix constructor
* `#11813 <https://github.com/scipy/scipy/pull/11813>`__: MAINT: bump pyflakes to version 2.1.1
* `#11814 <https://github.com/scipy/scipy/pull/11814>`__: BUG: scipy.sparse.csr doctest failing with incorrect output value
* `#11817 <https://github.com/scipy/scipy/pull/11817>`__: DOC: add Examples in the scipy.optimize.leastsq docstring
* `#11820 <https://github.com/scipy/scipy/pull/11820>`__: ENH: Raise an error on incorrect bounds format in optimize.fmin_l_bfgs_b
* `#11822 <https://github.com/scipy/scipy/pull/11822>`__: CI: add github actions for macOS
* `#11824 <https://github.com/scipy/scipy/pull/11824>`__: DOC: add Examples in scipy.optimize.line_search docstring (line_search_wolfe2)
* `#11830 <https://github.com/scipy/scipy/pull/11830>`__: TST: Always use fork for multiprocessing in fft tests
* `#11831 <https://github.com/scipy/scipy/pull/11831>`__: DOC: add Examples and Returns in scipy.misc.central_diff_weights...
* `#11832 <https://github.com/scipy/scipy/pull/11832>`__: DOC: stats: Some small corrections to a couple docstrings.
* `#11833 <https://github.com/scipy/scipy/pull/11833>`__: BUG: Fix compiler_name when there are paths used in flags
* `#11836 <https://github.com/scipy/scipy/pull/11836>`__: MAINT: re-introduce multiprocessing tests on Python3.8
* `#11837 <https://github.com/scipy/scipy/pull/11837>`__: Doc: add Examples in scipy.optimize.fsolve docstring
* `#11838 <https://github.com/scipy/scipy/pull/11838>`__: Doc: add Examples in scipy.sparse.linalg.minres docstring
* `#11840 <https://github.com/scipy/scipy/pull/11840>`__: BUG: sparse.linalg: fix overflow in expm intermediate computation
* `#11842 <https://github.com/scipy/scipy/pull/11842>`__: BLD: fix build with gfortran 10
* `#11843 <https://github.com/scipy/scipy/pull/11843>`__: MAINT: Simplify floats in constants.py
* `#11847 <https://github.com/scipy/scipy/pull/11847>`__: DOC: add a tutorial of scipy.optimize.linprog
* `#11849 <https://github.com/scipy/scipy/pull/11849>`__: ENH: speed up geninvgauss by using cython
* `#11852 <https://github.com/scipy/scipy/pull/11852>`__: CI: remove osx from travisCI
* `#11857 <https://github.com/scipy/scipy/pull/11857>`__: BUG: Change parameter fc of gausspulse to float.
* `#11861 <https://github.com/scipy/scipy/pull/11861>`__: order = degree + 1 for splines
* `#11863 <https://github.com/scipy/scipy/pull/11863>`__: Make g77 ABI wrapper work with gfortran ABI lapack
* `#11866 <https://github.com/scipy/scipy/pull/11866>`__: MAINT: add type ignores to sympy and matplotlib imports
* `#11867 <https://github.com/scipy/scipy/pull/11867>`__: CI: Add arm64 in travis-ci
* `#11869 <https://github.com/scipy/scipy/pull/11869>`__: DOC: signal: Add an example to the lsim2 docstring.
* `#11870 <https://github.com/scipy/scipy/pull/11870>`__: DOC: signal: Use impulse instead of impulse2 in the impulse example...
* `#11871 <https://github.com/scipy/scipy/pull/11871>`__: ENH: type ufuncs in special as ufuncs instead of Any
* `#11872 <https://github.com/scipy/scipy/pull/11872>`__: BUG: avoid recomputing in scipy.optimize.optimize.MemoizeJac
* `#11873 <https://github.com/scipy/scipy/pull/11873>`__: DOC: signal: Fix ODE in impulse and impulse2 docstrings.
* `#11874 <https://github.com/scipy/scipy/pull/11874>`__: DOC: add Examples of docstring for scipy.interpolate.approximate_taylor_polynomial
* `#11878 <https://github.com/scipy/scipy/pull/11878>`__: DOC: fixed a typo under scipy/integrate/quadrature.py
* `#11879 <https://github.com/scipy/scipy/pull/11879>`__: BUG: Fix index arrays overflow in sparse.kron
* `#11880 <https://github.com/scipy/scipy/pull/11880>`__: DOC: stats: Add Examples for bartlett, fligner, levene.
* `#11881 <https://github.com/scipy/scipy/pull/11881>`__: MAINT: normalise numpy-->np in optimize.py
* `#11882 <https://github.com/scipy/scipy/pull/11882>`__: DOC: add Examples for scipy.io.readsav docstring.
* `#11883 <https://github.com/scipy/scipy/pull/11883>`__: DOC: add Returns and Examples for scipy.ndimage.correlate() docstring
* `#11885 <https://github.com/scipy/scipy/pull/11885>`__: BUG: stats: Handle multidimensional arrays in f_oneway, and more.
* `#11889 <https://github.com/scipy/scipy/pull/11889>`__: DOC: signal: Unify lsim and lsim2 examples.
* `#11896 <https://github.com/scipy/scipy/pull/11896>`__: BUG: stats: Fix handling of size 0 inputs for ttest_rel and ttest_ind.
* `#11897 <https://github.com/scipy/scipy/pull/11897>`__: DOC: Remove misleading default values from fit method
* `#11898 <https://github.com/scipy/scipy/pull/11898>`__: MAINT: LinearVectorFunction.J is ndarray closes #11886
* `#11902 <https://github.com/scipy/scipy/pull/11902>`__: BUG: linalg: test_heequb failure
* `#11904 <https://github.com/scipy/scipy/pull/11904>`__: fix real-to-real transforms for complex inputs and overwrite_x=True
* `#11906 <https://github.com/scipy/scipy/pull/11906>`__: DOC: stats: fix error caused by trapz docstring
* `#11907 <https://github.com/scipy/scipy/pull/11907>`__: BUG: stats: fixed SEGFAULT from Issue #9710
* `#11912 <https://github.com/scipy/scipy/pull/11912>`__: ENH: Respect matplotlib color palette with hierarchy/dendrogram.
* `#11914 <https://github.com/scipy/scipy/pull/11914>`__: DOC: refine doc for spatial.distance.squareform
* `#11915 <https://github.com/scipy/scipy/pull/11915>`__: ENH: Ndim linear operator
* `#11919 <https://github.com/scipy/scipy/pull/11919>`__: ENH: expose "window_size" parameter in find_peaks_cwt()
* `#11920 <https://github.com/scipy/scipy/pull/11920>`__: DOC: explain M, diffev
* `#11923 <https://github.com/scipy/scipy/pull/11923>`__: CI: macOS install swig closes #11922
* `#11924 <https://github.com/scipy/scipy/pull/11924>`__: DOC: add Examples for scipy.optimize.bracket() docstring
* `#11930 <https://github.com/scipy/scipy/pull/11930>`__: DOC: add Examples and clean up for signal.qspline1d and signal.qspline_eval...
* `#11931 <https://github.com/scipy/scipy/pull/11931>`__: DOC: add Examples for sparse.linalg.bicg docstring.
* `#11933 <https://github.com/scipy/scipy/pull/11933>`__: DOC: Add original reference for Yao-Liu objective functions
* `#11934 <https://github.com/scipy/scipy/pull/11934>`__: DOC, MAINT: mailmap update
* `#11935 <https://github.com/scipy/scipy/pull/11935>`__: DOC: make scipy.stats.mode documentation reflect that the function...
* `#11936 <https://github.com/scipy/scipy/pull/11936>`__: ENH: special: add type stubs for \`orthogonal.py\`
* `#11937 <https://github.com/scipy/scipy/pull/11937>`__: DOC: Add docstring examples to fft2, ifft2, io.savemat
* `#11938 <https://github.com/scipy/scipy/pull/11938>`__: MAINT: add helper function for deprecating Cython API functions
* `#11942 <https://github.com/scipy/scipy/pull/11942>`__: MAINT: ignore conditional import in _lib/_util
* `#11943 <https://github.com/scipy/scipy/pull/11943>`__: MAINT: special: add types for geterr/seterr/errstate
* `#11946 <https://github.com/scipy/scipy/pull/11946>`__: MAINT: add py.typed marker
* `#11950 <https://github.com/scipy/scipy/pull/11950>`__: TST:MAINT: separated and stabilized heequb tests
* `#11952 <https://github.com/scipy/scipy/pull/11952>`__: DOC: update toolchain roadmap for py38, C99, C++11/14
* `#11957 <https://github.com/scipy/scipy/pull/11957>`__: MAINT: Use np.errstate context manager instead of np.seterr.
* `#11958 <https://github.com/scipy/scipy/pull/11958>`__: MAINT: interpolate: Remove some trailing spaces.
* `#11960 <https://github.com/scipy/scipy/pull/11960>`__: MAINT: Cleanup Python2 compatibility code
* `#11961 <https://github.com/scipy/scipy/pull/11961>`__: MAINT: Remove numpy/npy_3kcompat.h from _superluobject.c
* `#11962 <https://github.com/scipy/scipy/pull/11962>`__: DOC: Fix type of \`codes\` in docstring of \`_vq._vq()\`
* `#11964 <https://github.com/scipy/scipy/pull/11964>`__: MAINT: Cleanup unused IS_PYPY
* `#11969 <https://github.com/scipy/scipy/pull/11969>`__: DOC: add Examples and fix docstring for special.airye
* `#11970 <https://github.com/scipy/scipy/pull/11970>`__: BUG: sparse: 'diagonal' of sparse matrices fixed to match numpy's...
* `#11974 <https://github.com/scipy/scipy/pull/11974>`__: BUG: Reshape oaconvolve output even when no axes are convolved
* `#11976 <https://github.com/scipy/scipy/pull/11976>`__: MAINT: add logo for github actions
* `#11977 <https://github.com/scipy/scipy/pull/11977>`__: CI: test bleeding edge Python
* `#11979 <https://github.com/scipy/scipy/pull/11979>`__: DOC: add Examples for stats.ranksums() docstring.
* `#11982 <https://github.com/scipy/scipy/pull/11982>`__: Fix KMeans++ initialisation slowness
* `#11983 <https://github.com/scipy/scipy/pull/11983>`__: DOC: add Examples for stats.mstats.argstoarray() docstring.
* `#11986 <https://github.com/scipy/scipy/pull/11986>`__: Avoid bugs in ndimage when the output and input arrays overlap...
* `#11988 <https://github.com/scipy/scipy/pull/11988>`__: ENH: Override fit method of Laplace distribution with Maximum...
* `#11993 <https://github.com/scipy/scipy/pull/11993>`__: TST, CI: Azure Windows path fixups
* `#11995 <https://github.com/scipy/scipy/pull/11995>`__: MAINT, CI: remove custom mingw Azure
* `#11996 <https://github.com/scipy/scipy/pull/11996>`__: DOC: add Examples and fix pep warning for fft.set_global_backend...
* `#11997 <https://github.com/scipy/scipy/pull/11997>`__: MAINT, CI: Azure OpenBLAS simplify
* `#11998 <https://github.com/scipy/scipy/pull/11998>`__: BENCH: Run against current HEAD instead of master
* `#12001 <https://github.com/scipy/scipy/pull/12001>`__: ENH: stats: Implement _logpdf for the maxwell distribution.
* `#12004 <https://github.com/scipy/scipy/pull/12004>`__: DOC: add examples for integrate.quad_vec() and integrate.quad_explain()
* `#12005 <https://github.com/scipy/scipy/pull/12005>`__: MAINT: Use helper functions in ?tbtrs tests
* `#12007 <https://github.com/scipy/scipy/pull/12007>`__: MAINT: updated LICENSES_bundled for pybind11 and six
* `#12008 <https://github.com/scipy/scipy/pull/12008>`__: DOC: roadmap update
* `#12009 <https://github.com/scipy/scipy/pull/12009>`__: ENH: optimize: support 64-bit BLAS in lbfgsb
* `#12010 <https://github.com/scipy/scipy/pull/12010>`__: ENH: sparse.linalg: support 64-bit BLAS in isolve
* `#12012 <https://github.com/scipy/scipy/pull/12012>`__: DOC: add Examples for interpolate.barycentric_interpolate(),...
* `#12013 <https://github.com/scipy/scipy/pull/12013>`__: MAINT: remove last uses of numpy.dual
* `#12014 <https://github.com/scipy/scipy/pull/12014>`__: CI: print 10 slowest tests
* `#12020 <https://github.com/scipy/scipy/pull/12020>`__: MAINT: Removed handling of circular input in SphericalVoronoi
* `#12022 <https://github.com/scipy/scipy/pull/12022>`__: DOC : added default value of absolute_sigma to False in scipy.optimize.curve_fit docs
* `#12024 <https://github.com/scipy/scipy/pull/12024>`__: DOC: add Examples for io.hb_read() and io.hb_write()
* `#12025 <https://github.com/scipy/scipy/pull/12025>`__: MAINT: Remove numpy/npy_3kcompat.h from nd_image
* `#12028 <https://github.com/scipy/scipy/pull/12028>`__: Spelling correction
* `#12030 <https://github.com/scipy/scipy/pull/12030>`__: ENH: optimize/_trlib: support ILP64 blas/lapack
* `#12036 <https://github.com/scipy/scipy/pull/12036>`__: MAINT: Add some generated C files .gitignore
* `#12038 <https://github.com/scipy/scipy/pull/12038>`__: MAINT, CI: Travis rackcdn->conda.org
* `#12039 <https://github.com/scipy/scipy/pull/12039>`__: MAINT: signal: Lower the resolution of the plots in the chirp...
* `#12040 <https://github.com/scipy/scipy/pull/12040>`__: DOC: add Examples for ndimage.spline_filter1d() and spline_filter()...
* `#12044 <https://github.com/scipy/scipy/pull/12044>`__: MAINT: combine apt-get update and apt-get install into one RUN
* `#12045 <https://github.com/scipy/scipy/pull/12045>`__: TST: Reduce size of test_diagonal_types to speed up tests
* `#12046 <https://github.com/scipy/scipy/pull/12046>`__: MAINT: Remove unused npy_3kcompat.h
* `#12047 <https://github.com/scipy/scipy/pull/12047>`__: MAINT: Cython 3.0 compat
* `#12050 <https://github.com/scipy/scipy/pull/12050>`__: DOC: add download number badges of PyPI and conda-forge in README.rst
* `#12052 <https://github.com/scipy/scipy/pull/12052>`__: DOC: add Examples odr.models.polynomial() and fix odr.odr docstring...
* `#12056 <https://github.com/scipy/scipy/pull/12056>`__: ENH: Modifies shapiro to return a named tuple
* `#12057 <https://github.com/scipy/scipy/pull/12057>`__: Adding my name into THANKS.txt
* `#12060 <https://github.com/scipy/scipy/pull/12060>`__: TST: Reduce number of test_diagonal_types configs
* `#12062 <https://github.com/scipy/scipy/pull/12062>`__: TST: Change dec.slow to pytest.mark.slow
* `#12068 <https://github.com/scipy/scipy/pull/12068>`__: ENH: Modifies jarque_bera to return a named tuple
* `#12070 <https://github.com/scipy/scipy/pull/12070>`__: MAINT, CI: appveyor rack->conda.org
* `#12072 <https://github.com/scipy/scipy/pull/12072>`__: TST: filter out factorial(float) deprecation warning
* `#12078 <https://github.com/scipy/scipy/pull/12078>`__: TST: Skip test on colab with large memory alloc
* `#12079 <https://github.com/scipy/scipy/pull/12079>`__: DOC: Remove Python2 reference from stats tutorial
* `#12081 <https://github.com/scipy/scipy/pull/12081>`__: DOC: add Examples docstring for optimize.show_options()
* `#12084 <https://github.com/scipy/scipy/pull/12084>`__: BUG: interpolate: fix BarycentricInterpolator with integer input...
* `#12089 <https://github.com/scipy/scipy/pull/12089>`__: ENH: spatial/qhull: support ILP64 Lapack
* `#12090 <https://github.com/scipy/scipy/pull/12090>`__: ENH: integrate: support ILP64 BLAS in odeint/vode/lsoda
* `#12091 <https://github.com/scipy/scipy/pull/12091>`__: ENH: integrate: support ILP64 in quadpack
* `#12092 <https://github.com/scipy/scipy/pull/12092>`__: BUG: Fix dropping dt in signal.StateSpace
* `#12093 <https://github.com/scipy/scipy/pull/12093>`__: MAINT: Rollback python2.6 workaround
* `#12094 <https://github.com/scipy/scipy/pull/12094>`__: MAINT: \`openblas_support\` hash checks
* `#12095 <https://github.com/scipy/scipy/pull/12095>`__: MAINT: ndimage: change \`shares_memory\` to \`may_share_memory\`
* `#12098 <https://github.com/scipy/scipy/pull/12098>`__: Doc: change 4 model instances of odr to be instances of \`Model\`...
* `#12101 <https://github.com/scipy/scipy/pull/12101>`__: Removed more unused imports and assignments.
* `#12107 <https://github.com/scipy/scipy/pull/12107>`__: ENH: Area calculation for 2D inputs in SphericalVoronoi
* `#12108 <https://github.com/scipy/scipy/pull/12108>`__: MAINT: ensure attributes have correct data type in \`SphericalVoronoi\`
* `#12109 <https://github.com/scipy/scipy/pull/12109>`__: degree is not order in splines
* `#12110 <https://github.com/scipy/scipy/pull/12110>`__: ENH: More helpful/forgiving io.wavfile errors
* `#12117 <https://github.com/scipy/scipy/pull/12117>`__: BUG: fix newline
* `#12123 <https://github.com/scipy/scipy/pull/12123>`__: [MAINT] Fix error on PyData/Sparse import.
* `#12124 <https://github.com/scipy/scipy/pull/12124>`__: TST: Always test matmul now that Python3.5+ is required
* `#12126 <https://github.com/scipy/scipy/pull/12126>`__: TST: Cleanup unused matplotlib code.
* `#12127 <https://github.com/scipy/scipy/pull/12127>`__: DOC: update docstrings of signal.cspline2d, qspline2d, sepfir2d
* `#12130 <https://github.com/scipy/scipy/pull/12130>`__: MAINT: Fixing broken links with linkchecker
* `#12135 <https://github.com/scipy/scipy/pull/12135>`__: ENH: linalg: Add the function convolution_matrix.
* `#12136 <https://github.com/scipy/scipy/pull/12136>`__: MAINT: Cleanup np.poly1d hack
* `#12137 <https://github.com/scipy/scipy/pull/12137>`__: TST, CI: reproduce wheels 32-bit setup
* `#12140 <https://github.com/scipy/scipy/pull/12140>`__: TST: stats: add kstwo, ksone to slow tests.
* `#12141 <https://github.com/scipy/scipy/pull/12141>`__: Support 64-bit integer size in Fitpack
* `#12151 <https://github.com/scipy/scipy/pull/12151>`__: DOC: Correct Rosenbrock function sum
* `#12159 <https://github.com/scipy/scipy/pull/12159>`__: BUG: Fix length calculation in upfirdn
* `#12160 <https://github.com/scipy/scipy/pull/12160>`__: BUG: Fix M_PI
* `#12168 <https://github.com/scipy/scipy/pull/12168>`__: DOC: add an obsolete version checking javascript to doc release...
* `#12171 <https://github.com/scipy/scipy/pull/12171>`__: CI, MAINT: Azure OpenBLAS drive flip
* `#12172 <https://github.com/scipy/scipy/pull/12172>`__: ENH: Bounds for the Powell minimization method
* `#12175 <https://github.com/scipy/scipy/pull/12175>`__: BLD: support more Fortran compilers for ilp64 and macro expansion...
* `#12179 <https://github.com/scipy/scipy/pull/12179>`__: BUG: stats: A few distributions didn't accept lists as arguments.
* `#12180 <https://github.com/scipy/scipy/pull/12180>`__: MAINT: removed redundant import in SphericalVoronoi tests
* `#12181 <https://github.com/scipy/scipy/pull/12181>`__: DOC: for versionwarning don't use $.getScript
* `#12182 <https://github.com/scipy/scipy/pull/12182>`__: MAINT: random sampling on the hypersphere in SphericalVoronoi...
* `#12194 <https://github.com/scipy/scipy/pull/12194>`__: MAINT: Module and example cleanups for doc build
* `#12202 <https://github.com/scipy/scipy/pull/12202>`__: ENH: tool to DL release wheels from Anaconda
* `#12210 <https://github.com/scipy/scipy/pull/12210>`__: Remove py.typed marker (at least for the release)
* `#12217 <https://github.com/scipy/scipy/pull/12217>`__: BUG: stats: Fix handling of edge cases in median_abs_deviation.
* `#12223 <https://github.com/scipy/scipy/pull/12223>`__: BUG: stats: wilcoxon returned p > 1 for certain inputs.
* `#12227 <https://github.com/scipy/scipy/pull/12227>`__: BLD: Set macos min version when building rectangular_lsap
* `#12229 <https://github.com/scipy/scipy/pull/12229>`__: MAINT: tools/gh_lists.py: fix http header case sensitivity issue
* `#12236 <https://github.com/scipy/scipy/pull/12236>`__: DOC: Fix a couple grammatical mistakes in 1.5.0-notes.rst.
* `#12276 <https://github.com/scipy/scipy/pull/12276>`__: TST: skip `test_heequb`, it fails intermittently.
* `#12285 <https://github.com/scipy/scipy/pull/12285>`__: CI: split travis arm64 run into two
* `#12317 <https://github.com/scipy/scipy/pull/12317>`__: BUG: prevent error accumulation in `Rotation` multiplication
* `#12318 <https://github.com/scipy/scipy/pull/12318>`__: BUG: sparse: avoid np.prod overflow in check_shape
* `#12319 <https://github.com/scipy/scipy/pull/12319>`__: BUG: Make cobyla threadsafe
* `#12335 <https://github.com/scipy/scipy/pull/12335>`__: MAINT: Work around Sphinx bug


Checksums
=========

MD5
~~~

6b67c3cdb5fd7ec7f65445ce5432c2d3  scipy-1.5.0-cp36-cp36m-macosx_10_9_x86_64.whl
cb1c6b8022891ef2644caf26f6d6d0f2  scipy-1.5.0-cp36-cp36m-manylinux1_i686.whl
28a26064ae38b16c370be9691d0be2de  scipy-1.5.0-cp36-cp36m-manylinux1_x86_64.whl
1a8324e7940ab7c405e534823a33872f  scipy-1.5.0-cp36-cp36m-win32.whl
241c63762ae6e903b06c2498f5fef5d9  scipy-1.5.0-cp36-cp36m-win_amd64.whl
c9642dfdc834dfc73b83fce7a05c6101  scipy-1.5.0-cp37-cp37m-macosx_10_9_x86_64.whl
30ec965fac402610192ff67428848f74  scipy-1.5.0-cp37-cp37m-manylinux1_i686.whl
46c7068c7cf789777ec4423b2ff83f5f  scipy-1.5.0-cp37-cp37m-manylinux1_x86_64.whl
21a5d8636489c065ce84fcba238c0c32  scipy-1.5.0-cp37-cp37m-win32.whl
cd0429315d501470b5bb732d23fddf9d  scipy-1.5.0-cp37-cp37m-win_amd64.whl
99a35969fdd5329436f679e02c23f185  scipy-1.5.0-cp38-cp38-macosx_10_9_x86_64.whl
721abc2147746de50e639832c54d1c0a  scipy-1.5.0-cp38-cp38-manylinux1_i686.whl
c51a2faadfda7bc56e1492218f9d044c  scipy-1.5.0-cp38-cp38-manylinux1_x86_64.whl
8f70224a6b8fb8e55cff52c83df30663  scipy-1.5.0-cp38-cp38-win32.whl
8e0c33036795485d14c6221d00cacb9e  scipy-1.5.0-cp38-cp38-win_amd64.whl
4b0fc5a2eae9764c302187af4fad975f  scipy-1.5.0.tar.gz
4157e49b7a0ba3c74b9df6df90d43245  scipy-1.5.0.tar.xz
a14f9de5ed51eb23c8dfa739ec4f50ff  scipy-1.5.0.zip

SHA256
~~~~~~

8f354e92246de33c44ddfc5fef61bce8c19d5aeeb2130b6a672b15db619453e4  scipy-1.5.0-cp36-cp36m-macosx_10_9_x86_64.whl
244b4a23a8cb6707e19f5579502112954659bb983852b1c381243fe46d9b6818  scipy-1.5.0-cp36-cp36m-manylinux1_i686.whl
d266d955c3fd12336c948abb368de230bf8dc20efad428abb908165d9c87f53f  scipy-1.5.0-cp36-cp36m-manylinux1_x86_64.whl
11d8bfcea08e971968d07495bdf1de37b3b1bb5ca78e4ddbe8d60791f0456942  scipy-1.5.0-cp36-cp36m-win32.whl
eb48915142f2dbd4b84df8ca66e433946df1a13eff36015c2b7843aa39dbc30d  scipy-1.5.0-cp36-cp36m-win_amd64.whl
ae24f16056c87e7f086a56a7aaf6e65e4626ac70b7e08d7f54e078693abcf778  scipy-1.5.0-cp37-cp37m-macosx_10_9_x86_64.whl
1b23129e9838694c36475b296ac251ae0b0247455352f2bed0b246c30b61c822  scipy-1.5.0-cp37-cp37m-manylinux1_i686.whl
69eb6245ff472db406c3e9b3e13bd0dc6e2ff48e7e758a7bfca296ecdb1ae8b9  scipy-1.5.0-cp37-cp37m-manylinux1_x86_64.whl
38cdb4eafe727b324f295ab69eaa0788a8eefe08d59360968928753ab7f68ba9  scipy-1.5.0-cp37-cp37m-win32.whl
f662ad49ef930325161bd5edac39932c3f1b55547eaa0afce08367522f6314df  scipy-1.5.0-cp37-cp37m-win_amd64.whl
40969696eb13c2f1b6fc8e99ce597a47627f0167a7feb6086c2ccdfb55835cfc  scipy-1.5.0-cp38-cp38-macosx_10_9_x86_64.whl
0f62f3be924a4314cf2384c6f77d3a0e3bf4ada370530a7d0a6d5a61192bec9e  scipy-1.5.0-cp38-cp38-manylinux1_i686.whl
4e1a790fdf82a67619a38f017105df4bb66dfcdaea45df793ece27fd534720c2  scipy-1.5.0-cp38-cp38-manylinux1_x86_64.whl
2e99f50d0061c385f8f46c5a99bb07ad013ec2dcf95ccba3be4e081594e7ab19  scipy-1.5.0-cp38-cp38-win32.whl
2aec0f81a29440e0c000222ac0447748a840d328b5698dd900ece4113bca5cde  scipy-1.5.0-cp38-cp38-win_amd64.whl
4ff72877d19b295ee7f7727615ea8238f2d59159df0bdd98f91754be4a2767f0  scipy-1.5.0.tar.gz
23baeaa18803d12d1abdff3f5c148b1085c2dc4028c6b8efce652dde2119b41c  scipy-1.5.0.tar.xz
92b17f65c2521a48e1853cbc6b1038140f38393ce6293bbdba6e99a7653d8063  scipy-1.5.0.zip


_______________________________________________
NumPy-Discussion mailing list
[hidden email]
https://mail.python.org/mailman/listinfo/numpy-discussion
Reply | Threaded
Open this post in threaded view
|

Re: [SciPy-Dev] ANN: SciPy 1.5.0

Warren Weckesser-2
On 6/21/20, Tyler Reddy <[hidden email]> wrote:
> Hi all,
>
> On behalf of the SciPy development team I'm pleased to announce
> the release of SciPy 1.5.0.


Thanks everyone, and especially Tyler for managing the release!

Warren

>
> Sources and binary wheels can be found at:
> https://pypi.org/project/scipy/
> and at:
> https://github.com/scipy/scipy/releases/tag/v1.5.0
>
> One of a few ways to install this release with pip:
>
> pip install scipy==1.5.0
>
> ==========================
> SciPy 1.5.0 Release Notes
> ==========================
>
> SciPy 1.5.0 is the culmination of 6 months of hard work. It contains
> many new features, numerous bug-fixes, improved test coverage and better
> documentation. There have been a number of deprecations and API changes
> in this release, which are documented below. All users are encouraged to
> upgrade to this release, as there are a large number of bug-fixes and
> optimizations. Before upgrading, we recommend that users check that
> their own code does not use deprecated SciPy functionality (to do so,
> run your code with ``python -Wd`` and check for ``DeprecationWarning`` s).
> Our development attention will now shift to bug-fix releases on the
> 1.5.x branch, and on adding new features on the master branch.
>
> This release requires Python 3.6+ and NumPy 1.14.5 or greater.
>
> For running on PyPy, PyPy3 6.0+ and NumPy 1.15.0 are required.
>
> Highlights of this release
> ----------------------------------
>
> -  wrappers for more than a dozen new ``LAPACK`` routines are now available
>   in `scipy.linalg.lapack`
> -  Improved support for leveraging 64-bit integer size from linear algebra
>   backends
> -  addition of the probability distribution for two-sided one-sample
>   Kolmogorov-Smirnov tests
>
>
> New features
> ============
>
> `scipy.cluster` improvements
> ---------------------------------------
> Initialization of `scipy.cluster.vq.kmeans2` using ``minit="++"`` had a
> quadratic complexity in the number of samples. It has been improved,
> resulting
> in a much faster initialization with quasi-linear complexity.
>
> `scipy.cluster.hierarchy.dendrogram` now respects the ``matplotlib`` color
> palette
>
> `scipy.fft` improvements
> ----------------------------------
> A new keyword-only argument ``plan`` is added to all FFT functions in this
> module. It is reserved for passing in a precomputed plan from libraries
> providing a FFT backend (such as ``PyFFTW`` and ``mkl-fft``), and it is
> currently not used in SciPy.
>
> `scipy.io` improvements
> ---------------------------------
> `scipy.io.wavfile` error messages are more explicit about what's wrong, and
> extraneous bytes at the ends of files are ignored instead of raising an
> error
> when the data has successfully been read.
>
> `scipy.io.loadmat` gained a ``simplify_cells`` parameter, which if set to
> ``True`` simplifies the structure of the return value if the ``.mat`` file
> contains cell arrays.
>
> ``pathlib.Path`` objects are now supported in `scipy.io` Matrix Market I/O
> functions
>
> `scipy.linalg` improvements
> --------------------------------------
> `scipy.linalg.eigh` has been improved. Now various ``LAPACK`` drivers can
> be
> selected at will and also subsets of eigenvalues can be requested via
> ``subset_by_value`` keyword. Another keyword ``subset_by_index`` is
> introduced.
> Keywords ``turbo`` and ``eigvals`` are deprecated.
>
> Similarly, standard and generalized Hermitian eigenvalue ``LAPACK``
> routines
> ``?<sy/he>evx`` are added and existing ones now have full ``_lwork``
> counterparts.
>
> Wrappers for the following ``LAPACK`` routines have been added to
> `scipy.linalg.lapack`:
>
> -  ``?getc2``: computes the LU factorization of a general matrix with
> complete
>     pivoting
> -  ``?gesc2``: solves a linear system given an LU factorization from
> ``?getc2``
> -  ``?gejsv``: computes the singular value decomposition of a general
> matrix
>     with higher accuracy calculation of tiny singular values and their
>     corresponding singular vectors
> -  ``?geqrfp``: computes the QR factorization of a general matrix with
>     non-negative elements on the diagonal of R
> -  ``?gtsvx``: solves a linear system with general tridiagonal matrix
> -  ``?gttrf``: computes the LU factorization of a tridiagonal matrix
> -  ``?gttrs``: solves a linear system given an LU factorization from
> ``?gttrf``
> -  ``?ptsvx``: solves a linear system with symmetric positive definite
>     tridiagonal matrix
> -  ``?pttrf``: computes the LU factorization of a symmetric positive
> definite
>     tridiagonal matrix
> -  ``?pttrs``: solves a linear system given an LU factorization from
> ``?pttrf``
> -  ``?pteqr``: computes the eigenvectors and eigenvalues of a positive
> definite
>     tridiagonal matrix
> -  ``?tbtrs``: solves a linear system with a triangular banded matrix
> -  ``?csd``: computes the Cosine Sine decomposition of an
> orthogonal/unitary
>     matrix
>
> Generalized QR factorization routines (``?geqrf``) now have full ``_lwork``
> counterparts.
>
> `scipy.linalg.cossin` Cosine Sine decomposition of unitary matrices has
> been
> added.
>
> The function `scipy.linalg.khatri_rao`, which computes the Khatri-Rao
> product,
> was added.
>
> The new function `scipy.linalg.convolution_matrix` constructs the Toeplitz
> matrix representing one-dimensional convolution.
>
> `scipy.optimize` improvements
> -----------------------------------------
> The finite difference numerical differentiation used in various
> ``minimize``
> methods that use gradients has several new features:
>
> -  2-point, 3-point, or complex step finite differences can be used.
> Previously
>   only a 2-step finite difference was available.
> -  There is now the possibility to use a relative step size, previously
> only an
>   absolute step size was available.
> -  If the ``minimize`` method uses bounds the numerical differentiation
> strictly
>   obeys those limits.
> -  The numerical differentiation machinery now makes use of a simple cache,
>   which in some cases can reduce the number of function evaluations.
> -  ``minimize``'s ``method= 'powell'`` now supports simple bound
> constraints
>
> There have been several improvements to `scipy.optimize.linprog`:
>
> -  The ``linprog`` benchmark suite has been expanded considerably.
> -  ``linprog``'s dense pivot-based redundancy removal routine and sparse
>   presolve are faster
> -  When ``scikit-sparse`` is available, solving sparse problems with
>   ``method='interior-point'`` is faster
>
> The caching of values when optimizing a function returning both value and
> gradient together has been improved, avoiding repeated function evaluations
> when using a ``HessianApproximation`` such as ``BFGS``.
>
> ``differential_evolution`` can now use the modern ``np.random.Generator``
> as
> well as the legacy ``np.random.RandomState`` as a seed.
>
> `scipy.signal` improvements
> --------------------------------------
> A new optional argument ``include_nyquist`` is added to ``freqz`` functions
> in
> this module. It is used for including the last frequency (Nyquist
> frequency).
>
> `scipy.signal.find_peaks_cwt` now accepts a ``window_size`` parameter for
> the
> size of the window used to calculate the noise floor.
>
> `scipy.sparse` improvements
> ----------------------------------------
> Outer indexing is now faster when using a 2d column vector to select column
> indices.
>
> `scipy.sparse.lil.tocsr` is faster
>
> Fixed/improved comparisons between pydata sparse arrays and sparse matrices
>
> BSR format sparse multiplication performance has been improved.
>
> `scipy.sparse.linalg.LinearOperator` has gained the new ``ndim`` class
> attribute
>
> `scipy.spatial` improvements
> ---------------------------------------
> `scipy.spatial.geometric_slerp` has been added to enable geometric
> spherical linear interpolation on an n-sphere
>
> `scipy.spatial.SphericalVoronoi` now supports calculation of region areas
> in 2D
> and 3D cases
>
> The tree building algorithm used by ``cKDTree`` has improved from quadratic
> worst case time complexity to loglinear. Benchmarks are also now available
> for
> building and querying of balanced/unbalanced kd-trees.
>
> `scipy.special` improvements
> ----------------------------------------
> The following functions now have Cython interfaces in `cython_special`:
>
> -  `scipy.special.erfinv`
> -  `scipy.special.erfcinv`
> -  `scipy.special.spherical_jn`
> -  `scipy.special.spherical_yn`
> -  `scipy.special.spherical_in`
> -  `scipy.special.spherical_kn`
>
> `scipy.special.log_softmax` has been added to calculate the logarithm of
> softmax
> function. It provides better accuracy than
> ``log(scipy.special.softmax(x))`` for
> inputs that make softmax saturate.
>
> `scipy.stats` improvements
> ------------------------------------
> The function for generating random samples in `scipy.stats.dlaplace` has
> been
> improved. The new function is approximately twice as fast with a memory
> footprint reduction between 25 % and 60 % (see gh-11069).
>
> `scipy.stats` functions that accept a seed for reproducible calculations
> using
> random number generation (e.g. random variates from distributions) can now
> use
> the modern ``np.random.Generator`` as well as the legacy
> ``np.random.RandomState`` as a seed.
>
> The ``axis`` parameter was added to `scipy.stats.rankdata`. This allows
> slices
> of an array along the given axis to be ranked independently.
>
> The ``axis`` parameter was added to `scipy.stats.f_oneway`, allowing it to
> compute multiple one-way ANOVA tests for data stored in n-dimensional
> arrays.  The performance of ``f_oneway`` was also improved for some cases.
>
> The PDF and CDF methods for ``stats.geninvgauss`` are now significantly
> faster
> as  the numerical integration to calculate the CDF uses a Cython based
> ``LowLevelCallable``.
>
> Moments of the normal distribution (`scipy.stats.norm`) are now calculated
> using
> analytical formulas instead of numerical integration for greater speed and
> accuracy
>
> Moments and entropy trapezoidal distribution (`scipy.stats.trapz`) are now
> calculated using analytical formulas instead of numerical integration for
> greater speed and accuracy
>
> Methods of the truncated normal distribution (`scipy.stats.truncnorm`),
> especially ``_rvs``, are significantly faster after a complete rewrite.
>
> The `fit` method of the Laplace distribution,  `scipy.stats.laplace`, now
> uses
> the analytical formulas for the maximum likelihood estimates of the
> parameters.
>
> Generation of random variates is now thread safe for all SciPy
> distributions.
> 3rd-party distributions may need to modify the signature of the ``_rvs()``
> method to conform to ``_rvs(self, ..., size=None, random_state=None)``. (A
> one-time VisibleDeprecationWarning is emitted when using non-conformant
> distributions.)
>
> The Kolmogorov-Smirnov two-sided test statistic distribution
> (`scipy.stats.kstwo`) was added. Calculates the distribution of the K-S
> two-sided statistic ``D_n`` for a sample of size n, using a mixture of
> exact
> and asymptotic algorithms.
>
> The new function ``median_abs_deviation`` replaces the deprecated
> ``median_absolute_deviation``.
>
> The ``wilcoxon`` function now computes the p-value for Wilcoxon's signed
> rank
> test using the exact distribution for inputs up to length 25.  The function
> has
> a new ``mode`` parameter to specify how the p-value is to be computed.  The
> default is ``"auto"``, which uses the exact distribution for inputs up to
> length
> 25 and the normal approximation for larger inputs.
>
> Added a new Cython-based implementation to evaluate guassian kernel
> estimates,
> which should improve the performance of ``gaussian_kde``
>
> The ``winsorize`` function now has a ``nan_policy`` argument for refined
> handling of ``nan`` input values.
>
> The ``binned_statistic_dd`` function with ``statistic="std"`` performance
> was
> improved by ~4x.
>
> ``scipy.stats.kstest(rvs, cdf,...)`` now handles both one-sample and
> two-sample testing. The one-sample variation uses `scipy.stats.ksone`
> (or `scipy.stats.kstwo` with back off to `scipy.stats.kstwobign`) to
> calculate
> the p-value. The two-sample variation, invoked if ``cdf`` is array_like,
> uses
> an algorithm described by Hodges to compute the probability directly, only
> backing off to `scipy.stats.kstwo` in case of overflow. The result in both
> cases is more accurate p-values, especially for two-sample testing with
> smaller (or quite different) sizes.
>
> `scipy.stats.maxwell` performance improvements include a 20 % speed up for
> `fit()`` and 5 % for ``pdf()``
>
> `scipy.stats.shapiro` and `scipy.stats.jarque_bera` now return a named
> tuple
> for greater consistency with other ``stats`` functions
>
> Deprecated features
> ================
>
> `scipy` deprecations
> ----------------------------
>
> `scipy.special` changes
> --------------------------------
> The ``bdtr``, ``bdtrc``, and ``bdtri`` functions are deprecating
> non-negative
> non-integral ``n`` arguments.
>
> `scipy.stats` changes
> -----------------------------
> The function ``median_absolute_deviation`` is deprecated. Use
> ``median_abs_deviation`` instead.
>
> The use of the string ``"raw"`` with the ``scale`` parameter of ``iqr`` is
> deprecated. Use ``scale=1`` instead.
>
> Backwards incompatible changes
> ==========================
>
> `scipy.interpolate` changes
> -------------------------------------
>
> `scipy.linalg` changes
> ------------------------------
> The output signatures of ``?syevr``, ``?heevr`` have been changed from
> ``w, v, info`` to ``w, v, m, isuppz, info``
>
> The order of output arguments ``w``, ``v`` of ``<sy/he>{gv, gvd, gvx}`` is
> swapped.
>
> `scipy.signal` changes
> -------------------------------
> The output length of `scipy.signal.upfirdn` has been corrected, resulting
> outputs may now be shorter for some combinations of up/down ratios and
> input
> signal and filter lengths.
>
> `scipy.signal.resample` now supports a ``domain`` keyword argument for
> specification of time or frequency domain input.
>
> Other changes
> =============
> Improved support for leveraging 64-bit integer size from linear algebra
> backends
> in several parts of the SciPy codebase.
>
> Shims designed to ensure the compatibility of SciPy with Python 2.7 have
> now
> been removed.
>
> Many warnings due to unused imports and unused assignments have been
> addressed.
>
> Many usage examples were added to function docstrings, and many input
> validations and intuitive exception messages have been added throughout the
> codebase.
>
> Early stage adoption of type annotations in a few parts of the codebase
>
>
> Authors
> =======
>
> * @endolith
> * Hameer Abbasi
> * ADmitri +
> * Wesley Alves +
> * Berkay Antmen +
> * Sylwester Arabas +
> * Arne Küderle +
> * Christoph Baumgarten
> * Peter Bell
> * Felix Berkenkamp
> * Jordão Bragantini +
> * Clemens Brunner +
> * Evgeni Burovski
> * Matthias Bussonnier +
> * CJ Carey
> * Derrick Chambers +
> * Leander Claes +
> * Christian Clauss
> * Luigi F. Cruz +
> * dankleeman
> * Andras Deak
> * Milad Sadeghi DM +
> * jeremie du boisberranger +
> * Stefan Endres
> * Malte Esders +
> * Leo Fang +
> * felixhekhorn +
> * Isuru Fernando
> * Andrew Fowlie
> * Lakshay Garg +
> * Gaurav Gijare +
> * Ralf Gommers
> * Emmanuelle Gouillart +
> * Kevin Green +
> * Martin Grignard +
> * Maja Gwozdz
> * Sturla Molden
> * gyu-don +
> * Matt Haberland
> * hakeemo +
> * Charles Harris
> * Alex Henrie
> * Santi Hernandez +
> * William Hickman +
> * Till Hoffmann +
> * Joseph T. Iosue +
> * Anany Shrey Jain
> * Jakob Jakobson
> * Charles Jekel +
> * Julien Jerphanion +
> * Jiacheng-Liu +
> * Christoph Kecht +
> * Paul Kienzle +
> * Reidar Kind +
> * Dmitry E. Kislov +
> * Konrad +
> * Konrad0
> * Takuya KOUMURA +
> * Krzysztof Pióro
> * Peter Mahler Larsen
> * Eric Larson
> * Antony Lee
> * Gregory Lee +
> * Gregory R. Lee
> * Chelsea Liu
> * Cong Ma +
> * Kevin Mader +
> * Maja Gwóźdź +
> * Alex Marvin +
> * Matthias Kümmerer
> * Nikolay Mayorov
> * Mazay0 +
> * G. D. McBain
> * Nicholas McKibben +
> * Sabrina J. Mielke +
> * Sebastian J. Mielke +
> * Miloš Komarčević +
> * Shubham Mishra +
> * Santiago M. Mola +
> * Grzegorz Mrukwa +
> * Peyton Murray
> * Andrew Nelson
> * Nico Schlömer
> * nwjenkins +
> * odidev +
> * Sambit Panda
> * Vikas Pandey +
> * Rick Paris +
> * Harshal Prakash Patankar +
> * Balint Pato +
> * Matti Picus
> * Ilhan Polat
> * poom +
> * Siddhesh Poyarekar
> * Vladyslav Rachek +
> * Bharat Raghunathan
> * Manu Rajput +
> * Tyler Reddy
> * Andrew Reed +
> * Lucas Roberts
> * Ariel Rokem
> * Heshy Roskes
> * Matt Ruffalo
> * Atsushi Sakai +
> * Benjamin Santos +
> * Christoph Schock +
> * Lisa Schwetlick +
> * Chris Simpson +
> * Leo Singer
> * Kai Striega
> * Søren Fuglede Jørgensen
> * Kale-ab Tessera +
> * Seth Troisi +
> * Robert Uhl +
> * Paul van Mulbregt
> * Vasiliy +
> * Isaac Virshup +
> * Pauli Virtanen
> * Shakthi Visagan +
> * Jan Vleeshouwers +
> * Sam Wallan +
> * Lijun Wang +
> * Warren Weckesser
> * Richard Weiss +
> * wenhui-prudencemed +
> * Eric Wieser
> * Josh Wilson
> * James Wright +
> * Ruslan Yevdokymov +
> * Ziyao Zhang +
>
> A total of 129 people contributed to this release.
> People with a "+" by their names contributed a patch for the first time.
> This list of names is automatically generated, and may not be fully
> complete.
>
> Issues closed for 1.5.0
> -------------------------------
>
> * `#1455 <https://github.com/scipy/scipy/issues/1455>`__: ellipord does
> returns bogus values if gstop or gpass are negative...
> * `#1968 <https://github.com/scipy/scipy/issues/1968>`__: correlate2d's
> output does not agree with correlate's output in...
> * `#2744 <https://github.com/scipy/scipy/issues/2744>`__: BUG: optimize:
> '\*\*kw' argument of 'newton_krylov' is not documented
> * `#4755 <https://github.com/scipy/scipy/issues/4755>`__: TypeError: data
> type "<i0" not understood
> * `#4921 <https://github.com/scipy/scipy/issues/4921>`__: scipy.optimize
> maxiter option not working as expected
> * `#5144 <https://github.com/scipy/scipy/issues/5144>`__: RuntimeWarning on
> csgraph.shortest_path when edge lengths are...
> * `#5309 <https://github.com/scipy/scipy/issues/5309>`__: Documentation of
> 'hybr' and 'lm' inconsistent in optimize.root
> * `#6026 <https://github.com/scipy/scipy/issues/6026>`__: Replace
> approx_grad with _numdiff.approx_derivative in scipy.optimize
> * `#6502 <https://github.com/scipy/scipy/issues/6502>`__: Computing
> Eigenvalues in an Interval with LAPACK
> * `#7058 <https://github.com/scipy/scipy/issues/7058>`__: Errors in
> special.bdtri and special.bdtr for non-integer k values
> * `#7700 <https://github.com/scipy/scipy/issues/7700>`__: SuperLU does not
> respect perm_c="NATURAL"
> * `#7895 <https://github.com/scipy/scipy/issues/7895>`__: Improvements to
> io.loadmat
> * `#8205 <https://github.com/scipy/scipy/issues/8205>`__: ValueError in
> scipy.linalg.eigvalsh for large matrix
> * `#8278 <https://github.com/scipy/scipy/issues/8278>`__: Memory limit for
> scipy.sparse.linalg.spsolve with scikit-umfpack
> * `#8327 <https://github.com/scipy/scipy/issues/8327>`__:
> scipy.stats.mstats.winsorize NaN handling
> * `#8341 <https://github.com/scipy/scipy/issues/8341>`__:
> scipy.stats.ks_2samp for masked and unmasked data give different...
> * `#8748 <https://github.com/scipy/scipy/issues/8748>`__:
> scipy.stats.kstest for same distribution: p-values nonuniform
> * `#9042 <https://github.com/scipy/scipy/issues/9042>`__: optimize:
> Incorrect statement about \`jac\` in the \`minimize\`...
> * `#9197 <https://github.com/scipy/scipy/issues/9197>`__: problem with
> scipy.signal.butter with 1000+ points array
> * `#9212 <https://github.com/scipy/scipy/issues/9212>`__: EIGH very very
> slow --> suggesting an easy fix
> * `#9553 <https://github.com/scipy/scipy/issues/9553>`__: ndimage routines
> behave badly when output has memory overlap...
> * `#9632 <https://github.com/scipy/scipy/issues/9632>`__:
> ndimage.maximum_filter undocumented behaviour using footprint...
> * `#9658 <https://github.com/scipy/scipy/issues/9658>`__:
> `scipy.optimize.minimize(method='COBYLA')` not threadsafe
> * `#9710 <https://github.com/scipy/scipy/issues/9710>`__:
> stats.weightedtau([1], [1.0]) SEGFAULTs
> * `#9797 <https://github.com/scipy/scipy/issues/9797>`__: Master Tracker
> for some Kolmogorov-Smirnov test Issues
> * `#9844 <https://github.com/scipy/scipy/issues/9844>`__:
> scipy.signal.upfirdn gives different length matrix versus MATLAB...
> * `#9872 <https://github.com/scipy/scipy/issues/9872>`__:
> scipy.signal.convolve is slower when vectorized
> * `#9913 <https://github.com/scipy/scipy/issues/9913>`__: BUG: No dt in
> StateSpace operations
> * `#10014 <https://github.com/scipy/scipy/issues/10014>`__: Distribution
> names \`weibull_min\`and \`weibull_max\` should...
> * `#10159 <https://github.com/scipy/scipy/issues/10159>`__: BUG: stats:
> chisquare returns incorrect results for arrays of...
> * `#10302 <https://github.com/scipy/scipy/issues/10302>`__: scipy.fft: Add
> a \`plan\` argument
> * `#10332 <https://github.com/scipy/scipy/issues/10332>`__: 'Incomplete wav
> chunk' inconsistent/reason unknown
> * `#10441 <https://github.com/scipy/scipy/issues/10441>`__: Remove uses of
> \`numpy.dual\`?
> * `#10558 <https://github.com/scipy/scipy/issues/10558>`__: Document
> implicit sum in csr_matrix() constructor
> * `#10788 <https://github.com/scipy/scipy/issues/10788>`__: LU with full
> pivoting
> * `#10841 <https://github.com/scipy/scipy/issues/10841>`__: Unexpected
> behavior in linalg.blas.dtrmm wrapper
> * `#10919 <https://github.com/scipy/scipy/issues/10919>`__:
> optimize._lbfgsb setulb() function violates parameter bounds
> * `#10963 <https://github.com/scipy/scipy/issues/10963>`__: kstest,
> ks_2samp: confusing \`mode\` argument descriptions
> * `#11022 <https://github.com/scipy/scipy/issues/11022>`__: Unexpected
> Result in factorial function with NaN input
> * `#11028 <https://github.com/scipy/scipy/issues/11028>`__: Documentation
> error in optimize.minimize
> * `#11058 <https://github.com/scipy/scipy/issues/11058>`__: Adding
> logsoftmax function
> * `#11076 <https://github.com/scipy/scipy/issues/11076>`__: ValueError:
> Unknown wave file format
> * `#11090 <https://github.com/scipy/scipy/issues/11090>`__: Misconception
> of the median absolute deviation in stats?
> * `#11095 <https://github.com/scipy/scipy/issues/11095>`__: BUG:
> find_peaks_cwt test failures in 32-bit Linux wheels
> * `#11107 <https://github.com/scipy/scipy/issues/11107>`__: scipy.io.mmread
> generated an error "TypeError: startswith first...
> * `#11123 <https://github.com/scipy/scipy/issues/11123>`__: Add wrapper for
> ?gttrf/?gttrs
> * `#11128 <https://github.com/scipy/scipy/issues/11128>`__: OverflowError
> in resample_poly (upfirdn)
> * `#11132 <https://github.com/scipy/scipy/issues/11132>`__: Possible bug:
> rv_discret.ppf for percentiles 0 and 100 and loc...
> * `#11163 <https://github.com/scipy/scipy/issues/11163>`__: Comparisons
> between scipy spmatrix and can sparse.SparseArray...
> * `#11168 <https://github.com/scipy/scipy/issues/11168>`__: Generalized
> Pareto variance inaccurate for concentrations near...
> * `#11169 <https://github.com/scipy/scipy/issues/11169>`__: Add wrapper for
> ?geqrfp
> * `#11184 <https://github.com/scipy/scipy/issues/11184>`__: 2-sided
> Kolmogorov Smirnov returns p-value of 1
> * `#11185 <https://github.com/scipy/scipy/issues/11185>`__: The .roots() or
> solve() function of scipy.interpolate.CubicHermiteSpline...
> * `#11190 <https://github.com/scipy/scipy/issues/11190>`__: Add wrapper for
> ?tbtrs
> * `#11200 <https://github.com/scipy/scipy/issues/11200>`__: Can no longer
> slice csr_matrix in 1.3.0
> * `#11207 <https://github.com/scipy/scipy/issues/11207>`__:
> _minimize_scalar_bounded: reference before assignment
> * `#11216 <https://github.com/scipy/scipy/issues/11216>`__: linprog:
> interior-point: Cholmod reordering can be reused
> * `#11223 <https://github.com/scipy/scipy/issues/11223>`__: Add wrappers
> for ?pttrf, ?pttrs
> * `#11224 <https://github.com/scipy/scipy/issues/11224>`__: Add wrapperfor
> ?pteqr
> * `#11235 <https://github.com/scipy/scipy/issues/11235>`__: MAINT:
> Missleading Error Message for IIR Filter
> * `#11244 <https://github.com/scipy/scipy/issues/11244>`__: Missing
> reference in \`scipy.optimize.line_search\`
> * `#11262 <https://github.com/scipy/scipy/issues/11262>`__: Hermitian
> Eigenvalue Problem eigh() API and wrapper change proposal
> * `#11266 <https://github.com/scipy/scipy/issues/11266>`__: Sparse matrix
> constructor data type detection changes on Numpy...
> * `#11270 <https://github.com/scipy/scipy/issues/11270>`__: CI failing:
> Travis CI Py36 refguide and Linux_Python_36_32bit_full...
> * `#11279 <https://github.com/scipy/scipy/issues/11279>`__: linalg.eigh
> checks whole array for finite values
> * `#11295 <https://github.com/scipy/scipy/issues/11295>`__: CI: azure does
> not auto-cancel old jobs on pushes
> * `#11299 <https://github.com/scipy/scipy/issues/11299>`__:
> stats.truncnorm.rvs 100x slower in v1.4.x than v1.3.3
> * `#11315 <https://github.com/scipy/scipy/issues/11315>`__: BUG: special:
> rgamma on negative integers smaller -34
> * `#11319 <https://github.com/scipy/scipy/issues/11319>`__: Missing
> \`int64_t\` declaration in rectangular_lsap.cpp
> * `#11323 <https://github.com/scipy/scipy/issues/11323>`__: Compilation
> failure due to missing symbol pthread_atfork
> * `#11332 <https://github.com/scipy/scipy/issues/11332>`__: BUG:
> directed_hausdorff distance on sets u and v when u is a...
> * `#11350 <https://github.com/scipy/scipy/issues/11350>`__: Khatri-Rao
> product
> * `#11354 <https://github.com/scipy/scipy/issues/11354>`__: ENH: Add
> wrapper for ?gejsv
> * `#11361 <https://github.com/scipy/scipy/issues/11361>`__: Dropped NaN in
> eval_genlaguerre function
> * `#11363 <https://github.com/scipy/scipy/issues/11363>`__: Dropped NaN in
> hyperu function
> * `#11365 <https://github.com/scipy/scipy/issues/11365>`__:
> scipy.stats.binned_statistic regressed in v1.4.0
> * `#11369 <https://github.com/scipy/scipy/issues/11369>`__: Dropped NaN in
> eval_hermite
> * `#11370 <https://github.com/scipy/scipy/issues/11370>`__: Dropped NaN in
> eval_gegenbauer
> * `#11373 <https://github.com/scipy/scipy/issues/11373>`__: Add wrapper for
> ?gtsvx
> * `#11374 <https://github.com/scipy/scipy/issues/11374>`__: Add wrapper for
> ?ptsvx
> * `#11391 <https://github.com/scipy/scipy/issues/11391>`__:
> csgraph.minimum_spanning_tree loses precision
> * `#11398 <https://github.com/scipy/scipy/issues/11398>`__: Update stats to
> cope with \`np.random.Generator\` machinery
> * `#11412 <https://github.com/scipy/scipy/issues/11412>`__: Array copying
> causes unwanted type casting from complex to float...
> * `#11415 <https://github.com/scipy/scipy/issues/11415>`__: Where is the
> Wiener Filter derived from?
> * `#11416 <https://github.com/scipy/scipy/issues/11416>`__:
> _lib._util.getargspec_no_self is missing KEYWORD_ONLY support
> * `#11428 <https://github.com/scipy/scipy/issues/11428>`__: Documentation
> on SHGO inequality constraints appears contradictory
> * `#11429 <https://github.com/scipy/scipy/issues/11429>`__: Add LAPACK's
> ZUNCSD cosine sine decomposition
> * `#11438 <https://github.com/scipy/scipy/issues/11438>`__:
> run_dualannealing passes bounds incorrectly in benchmarks/optimize.py
> * `#11441 <https://github.com/scipy/scipy/issues/11441>`__: Can't run
> optimize benchmarks
> * `#11442 <https://github.com/scipy/scipy/issues/11442>`__: Chebyshev
> weights
> * `#11448 <https://github.com/scipy/scipy/issues/11448>`__: Wrongly typed
> comparison in integrate.quad
> * `#11458 <https://github.com/scipy/scipy/issues/11458>`__: BUG:
> maximum_bipartite_matching produces infeasible solution
> * `#11460 <https://github.com/scipy/scipy/issues/11460>`__: CI failing: 2
> Travis CI tests fail with numpy build or version...
> * `#11462 <https://github.com/scipy/scipy/issues/11462>`__: Bug on "++"
> initialization on "kmeans2"
> * `#11464 <https://github.com/scipy/scipy/issues/11464>`__: Shouldn't data
> type of KDE evaluation should be like in the input...
> * `#11468 <https://github.com/scipy/scipy/issues/11468>`__: performance of
> binned_statistics_2d 100x slowdown from 1.3.2...
> * `#11484 <https://github.com/scipy/scipy/issues/11484>`__: Callback
> function doesn't give the same value as the one being...
> * `#11492 <https://github.com/scipy/scipy/issues/11492>`__: Confusing
> dendrogram labelling
> * `#11493 <https://github.com/scipy/scipy/issues/11493>`__:
> scipy.optimize.least_squares fails if the return array of the...
> * `#11494 <https://github.com/scipy/scipy/issues/11494>`__: Error
> performing kronecker product between large sparse vectors
> * `#11503 <https://github.com/scipy/scipy/issues/11503>`__: medfilt
> produces 0 on input of length 1
> * `#11529 <https://github.com/scipy/scipy/issues/11529>`__: Pyflakes
> generates almost 700 warnings.
> * `#11566 <https://github.com/scipy/scipy/issues/11566>`__:
> irfft/irfft2/irfftn docs are slightly confusing re: input type.
> * `#11572 <https://github.com/scipy/scipy/issues/11572>`__: least_squares:
> too small tolerances not catched with method='lm'
> * `#11581 <https://github.com/scipy/scipy/issues/11581>`__: DOC:
> scipy.interpolate.RectSphereBivariateSpline
> * `#11586 <https://github.com/scipy/scipy/issues/11586>`__: Differential
> evolution breaks with LinearConstraints with sparse...
> * `#11595 <https://github.com/scipy/scipy/issues/11595>`__:
> scipy.spatial.cKDTree construction slow for some datasets
> * `#11598 <https://github.com/scipy/scipy/issues/11598>`__: output of
> special.voigt_profile when sigma=0
> * `#11601 <https://github.com/scipy/scipy/issues/11601>`__: linalg tests
> failing in runtests.py
> * `#11602 <https://github.com/scipy/scipy/issues/11602>`__:
> scipy.optimize.linear_sum_assignment returns reverse diagonal...
> * `#11610 <https://github.com/scipy/scipy/issues/11610>`__: Analytic
> formula for normal moments
> * `#11611 <https://github.com/scipy/scipy/issues/11611>`__: Build failure
> with gfortran 10
> * `#11613 <https://github.com/scipy/scipy/issues/11613>`__: TST, MAINT:
> test_quadpack TestCtypesQuad wasn't fully migrated...
> * `#11630 <https://github.com/scipy/scipy/issues/11630>`__:
> SmoothBivariateSpline bbox parameter
> * `#11635 <https://github.com/scipy/scipy/issues/11635>`__: typo in
> docstring of scipy.stats.norminvgauss
> * `#11637 <https://github.com/scipy/scipy/issues/11637>`__: BUG: core dumps
> when calling scipy.interpolate.interp1d with...
> * `#11638 <https://github.com/scipy/scipy/issues/11638>`__: better
> documentation for 'return_all' option in minimize(Nelder...
> * `#11652 <https://github.com/scipy/scipy/issues/11652>`__: TST, MAINT: CI
> failures for pre-release NumPy wheels
> * `#11659 <https://github.com/scipy/scipy/issues/11659>`__:
> optimize.fmin_l_bfgs_b needs bound check and appropiate error...
> * `#11660 <https://github.com/scipy/scipy/issues/11660>`__: BUG/ENH:
> distribution.ncf with nc=0 returns nan
> * `#11661 <https://github.com/scipy/scipy/issues/11661>`__:
> scipy.ndimage.convolve1d and correlate1d don't behave properly...
> * `#11669 <https://github.com/scipy/scipy/issues/11669>`__: p-value varies
> with the order of the data
> * `#11676 <https://github.com/scipy/scipy/issues/11676>`__: documentation
> of scipy.spatial.HalfspaceIntersection: wrong method...
> * `#11685 <https://github.com/scipy/scipy/issues/11685>`__: Rotation cannot
> be expressed as matrix
> * `#11686 <https://github.com/scipy/scipy/issues/11686>`__: MAINT: mypy
> imports of Cython "modules"
> * `#11693 <https://github.com/scipy/scipy/issues/11693>`__:
> TestDifferentialEvolutionSolver::test_L4 failing in CI
> * `#11696 <https://github.com/scipy/scipy/issues/11696>`__: DOC: incorrect
> compiler information for macOS in docs
> * `#11709 <https://github.com/scipy/scipy/issues/11709>`__: eigh() tests
> fail to pass, crash Python with seemingly ramdom...
> * `#11763 <https://github.com/scipy/scipy/issues/11763>`__: Small error in
> gamma continuous rv fit comments
> * `#11769 <https://github.com/scipy/scipy/issues/11769>`__: truncnorm.rvs
> Weird Behaviors
> * `#11770 <https://github.com/scipy/scipy/issues/11770>`__: crash in
> TestEigh::test_value_subsets
> * `#11795 <https://github.com/scipy/scipy/issues/11795>`__: trapz
> distribution mean computed using single precision
> * `#11800 <https://github.com/scipy/scipy/issues/11800>`__: Segmentation
> fault in scipy.odr for multidimensional independent...
> * `#11811 <https://github.com/scipy/scipy/issues/11811>`__: pyflakes
> silently failing on travis-ci
> * `#11826 <https://github.com/scipy/scipy/issues/11826>`__: Error with
> _fblas
> * `#11827 <https://github.com/scipy/scipy/issues/11827>`__:
> \`fft.tests.test_numpy.test_multiprocess\` hangs on Python3.8...
> * `#11835 <https://github.com/scipy/scipy/issues/11835>`__: tests with
> \`multiprocessing\` hang on Python 3.8 on macOS
> * `#11839 <https://github.com/scipy/scipy/issues/11839>`__: linalg.expm
> returns nans with RuntimeWarning: overflow encountered...
> * `#11856 <https://github.com/scipy/scipy/issues/11856>`__: Documentation
> of fit methods for \`weibull_min\` and \`exponweib\`...
> * `#11868 <https://github.com/scipy/scipy/issues/11868>`__: Function always
> evaluated twice when using HessianUpdateStrategy...
> * `#11875 <https://github.com/scipy/scipy/issues/11875>`__: Typo in the
> docstring of simps()
> * `#11877 <https://github.com/scipy/scipy/issues/11877>`__: kmeans2 '++'
> method is orders of magnitude slower than sklearn.cluster.KMeans()
> * `#11884 <https://github.com/scipy/scipy/issues/11884>`__: The upper code
> lines are dead code
> * `#11886 <https://github.com/scipy/scipy/issues/11886>`__: Array shape
> mismatch in scipy.optimize
> * `#11892 <https://github.com/scipy/scipy/issues/11892>`__: BUG: stats:
> Incorrect handling of edges cases by ttest_rel and...
> * `#11908 <https://github.com/scipy/scipy/issues/11908>`__: LinearOperator
> should have ndim attribute
> * `#11910 <https://github.com/scipy/scipy/issues/11910>`__: Documentation
> missing for what M is in init argument
> * `#11922 <https://github.com/scipy/scipy/issues/11922>`__: macOS actions
> CI has started failing in last couple of days.
> * `#11928 <https://github.com/scipy/scipy/issues/11928>`__: DOC: signal:
> Wrong description for sepfir2d, cspline2d, qspline2d
> * `#11944 <https://github.com/scipy/scipy/issues/11944>`__: curve_fit
> documentation unclear on default value of absolute_sigma
> * `#11945 <https://github.com/scipy/scipy/issues/11945>`__: Add a
> (potentially temporary) py.typed file?
> * `#11949 <https://github.com/scipy/scipy/issues/11949>`__: ValueError 'k
> exceeds matrix dimensions' for sparse.diagonal()...
> * `#11951 <https://github.com/scipy/scipy/issues/11951>`__: BUG: asv
> benchmark failed because of cython version
> * `#11967 <https://github.com/scipy/scipy/issues/11967>`__: BLD: Azure
> windows runs complain about drives
> * `#11973 <https://github.com/scipy/scipy/issues/11973>`__:
> oaconvolve(a,b,'same') differs in shape from convolve(a,b,'same')...
> * `#12002 <https://github.com/scipy/scipy/issues/12002>`__: pybind11
> license
> * `#12003 <https://github.com/scipy/scipy/issues/12003>`__: MAINT: circular
> SphericalVoronoi input
> * `#12015 <https://github.com/scipy/scipy/issues/12015>`__: Reordering of
> CSC matrix breaks when you go above int32 limits
> * `#12031 <https://github.com/scipy/scipy/issues/12031>`__: Documentation
> Rendering Issues Visible in CircleCI Artifacts
> * `#12037 <https://github.com/scipy/scipy/issues/12037>`__: MAINT, CI: new
> Cython 3.0a4 issue
> * `#12087 <https://github.com/scipy/scipy/issues/12087>`__: DOC: some odr
> models are missing docs
> * `#12119 <https://github.com/scipy/scipy/issues/12119>`__:
> signal.fftconvolve no longer convolves types f8 and numpy.float64
> * `#12149 <https://github.com/scipy/scipy/issues/12149>`__: Documentation
> of Rosenbrock function
> * `#12173 <https://github.com/scipy/scipy/issues/12173>`__: Large memory
> usage when indexing sparse matrices with \`np.ix_\`
> * `#12178 <https://github.com/scipy/scipy/issues/12178>`__: BUG: stats:
> Some discrete distributions don't accept lists of...
> * `#12220 <https://github.com/scipy/scipy/issues/12220>`__: BUG, REL:
> gh_lists.py compromised scraping
> * `#12239 <https://github.com/scipy/scipy/issues/12239>`__: BUG: median
> absolute deviation handling of nan
> * `#12301 <https://github.com/scipy/scipy/issues/12301>`__: integer
> overflow in scipy.sparse.sputils.check_shape when matrix size > 2^32
> * `#12314 <https://github.com/scipy/scipy/issues/12314>`__:
> scipy.spatial.transform.Rotation multiplication does not normalize
> quaternion
>
> Pull requests for 1.5.0
> ------------------------------
>
> * `#6510 <https://github.com/scipy/scipy/pull/6510>`__: Add Eigenvalue
> Range Functionality for Symmetric Eigenvalue Problems
> * `#9525 <https://github.com/scipy/scipy/pull/9525>`__: BUG: SuperLU
> 'NATURAL' order applies a column permutation
> * `#9634 <https://github.com/scipy/scipy/pull/9634>`__: Add the number of
> Jacobian evaluations to the output of L-BFGS-B.
> * `#9719 <https://github.com/scipy/scipy/pull/9719>`__: ENH: Added kstwo
> probability distribution for two-sided one-sample...
> * `#9783 <https://github.com/scipy/scipy/pull/9783>`__: WIP: optimize:
> added (dense) interpolative decomposition redundancy...
> * `#10053 <https://github.com/scipy/scipy/pull/10053>`__: Adding docstring
> to weibull_min and weibull_max based on issue...
> * `#10136 <https://github.com/scipy/scipy/pull/10136>`__: DEP: Add warning
> to linprog_verbose_callback
> * `#10380 <https://github.com/scipy/scipy/pull/10380>`__: ENH: add
> geometric_slerp
> * `#10602 <https://github.com/scipy/scipy/pull/10602>`__: MAINT: optimize:
> refactor common linprog arguments into namedtuple
> * `#10648 <https://github.com/scipy/scipy/pull/10648>`__: Bounds for the
> Powell minimization method
> * `#10673 <https://github.com/scipy/scipy/pull/10673>`__: ENH:
> approx_fprime --> approx_derivative
> * `#10759 <https://github.com/scipy/scipy/pull/10759>`__: ENH: calculation
> of region areas in spatial.SphericalVoronoi
> * `#10762 <https://github.com/scipy/scipy/pull/10762>`__: BENCH: optimize:
> more comprehensive linprog benchmarking
> * `#10796 <https://github.com/scipy/scipy/pull/10796>`__: ENH exact
> p-values of wilcoxon test in scipy.stats
> * `#10797 <https://github.com/scipy/scipy/pull/10797>`__: ENH: linalg: LU
> with full pivoting (wrappers for ?getc2/?gesc2)
> * `#10824 <https://github.com/scipy/scipy/pull/10824>`__: ENH: Fast
> gaussian kernel estimator
> * `#10942 <https://github.com/scipy/scipy/pull/10942>`__: BUG: prevent
> bound violation in L-BFGS-B optimize method
> * `#11003 <https://github.com/scipy/scipy/pull/11003>`__: ENH: add
> scipy.linalg.convolution_matrix
> * `#11023 <https://github.com/scipy/scipy/pull/11023>`__: improving error
> message for cubic-interpolate with duplicates
> * `#11045 <https://github.com/scipy/scipy/pull/11045>`__: MAINT: make
> bdt{r,rc,ri}() functions accept double n,k args +...
> * `#11063 <https://github.com/scipy/scipy/pull/11063>`__: Fix documentation
> error in optimize.minimize
> * `#11069 <https://github.com/scipy/scipy/pull/11069>`__: ENH:
> stats.dlaplace.rvs improvements
> * `#11071 <https://github.com/scipy/scipy/pull/11071>`__: DOC: Added
> examples to maximum_position in ndimage
> * `#11075 <https://github.com/scipy/scipy/pull/11075>`__: DOC: Update
> stylistic consistency in multiple files
> * `#11097 <https://github.com/scipy/scipy/pull/11097>`__: BUG: stats:
> fixing chisquare to return correct results for arrays...
> * `#11110 <https://github.com/scipy/scipy/pull/11110>`__: ENH: special:
> Cythonise erfinv, erfcinv
> * `#11112 <https://github.com/scipy/scipy/pull/11112>`__: BUG: special:
> Return NaN outside the domain of \`eval_hermite\`
> * `#11114 <https://github.com/scipy/scipy/pull/11114>`__: BUG: special: fix
> \`hyp1f1\` for nonnegative integral \`a\` and...
> * `#11115 <https://github.com/scipy/scipy/pull/11115>`__: DOC: special: add
> docstrings for \`kei\`, \`ker\`, \`keip\`,...
> * `#11130 <https://github.com/scipy/scipy/pull/11130>`__: ENH: support for
> circular input
> * `#11136 <https://github.com/scipy/scipy/pull/11136>`__: BUG: expm
> handling of empty input
> * `#11138 <https://github.com/scipy/scipy/pull/11138>`__: DOC: stylistic
> consistency, punctuation, etc.
> * `#11139 <https://github.com/scipy/scipy/pull/11139>`__: MAINT: cluster:
> use cython_blas, remove handwritten BLAS wrappers
> * `#11146 <https://github.com/scipy/scipy/pull/11146>`__: DOC: update docs
> on bp parameter for detrend
> * `#11151 <https://github.com/scipy/scipy/pull/11151>`__: DOC: special: add
> docstrings for \`bei\`, \`ber\`, \`beip\`,...
> * `#11156 <https://github.com/scipy/scipy/pull/11156>`__: ENH: add input
> validation for ellipord.
> * `#11157 <https://github.com/scipy/scipy/pull/11157>`__: DOC: stylistic
> revision, punctuation, consistency
> * `#11160 <https://github.com/scipy/scipy/pull/11160>`__: ignore warning on
> 0 \* inf in basin hopping
> * `#11162 <https://github.com/scipy/scipy/pull/11162>`__: DOC: minor
> stylistic revision, undo changes
> * `#11164 <https://github.com/scipy/scipy/pull/11164>`__: ENH/ BUG: Pydata
> sparse equality
> * `#11171 <https://github.com/scipy/scipy/pull/11171>`__: Fix dtype
> validation of "seuclidean" metric V parameter
> * `#11177 <https://github.com/scipy/scipy/pull/11177>`__: BUG: stats:
> Improve genpareto stats calculations.
> * `#11180 <https://github.com/scipy/scipy/pull/11180>`__: MAINT: stats:
> Some clean up in test_distributions.py.
> * `#11187 <https://github.com/scipy/scipy/pull/11187>`__: ENH: add
> functionality log_softmax to SciPy.special.
> * `#11188 <https://github.com/scipy/scipy/pull/11188>`__: MAINT: add rvs
> method to argus in scipy.stats
> * `#11196 <https://github.com/scipy/scipy/pull/11196>`__: DOC: special: add
> to docstrings of Kelvin zeros functions
> * `#11202 <https://github.com/scipy/scipy/pull/11202>`__: BUG: fix edge
> counting in shortest_path
> * `#11218 <https://github.com/scipy/scipy/pull/11218>`__: BUG:
> scipy/interpolate: fix PPoly/Cubic\*Spline roots() extrapolation...
> * `#11225 <https://github.com/scipy/scipy/pull/11225>`__: Add a warning to
> constant input for spearmanr() function
> * `#11226 <https://github.com/scipy/scipy/pull/11226>`__: Speed up of
> interior-point method for cholesky solver
> * `#11229 <https://github.com/scipy/scipy/pull/11229>`__: BUG: Explicit
> dtype specification in _upfirdn.py
> * `#11230 <https://github.com/scipy/scipy/pull/11230>`__: Additional
> citation for optimize tutorial
> * `#11231 <https://github.com/scipy/scipy/pull/11231>`__: Adds SLSQP test
> for duplicate f-evals (#10738)
> * `#11236 <https://github.com/scipy/scipy/pull/11236>`__: MAINT: Improved
> error message for Wn range in iirfilter.
> * `#11245 <https://github.com/scipy/scipy/pull/11245>`__: ENH: optimize:
> dense redundancy removal routine optimizations
> * `#11247 <https://github.com/scipy/scipy/pull/11247>`__: MAINT: Remove
> _lib/_numpy_compat.py
> * `#11248 <https://github.com/scipy/scipy/pull/11248>`__: BUG:
> rv_discrete.ppf() to handle loc
> * `#11251 <https://github.com/scipy/scipy/pull/11251>`__: DOC: add
> reference for linesearch zoom algorithm
> * `#11253 <https://github.com/scipy/scipy/pull/11253>`__: BUG: fix
> kendalltau issue where p-value becomes >1
> * `#11254 <https://github.com/scipy/scipy/pull/11254>`__: MAINT: make
> special.factorial handle nan correctly
> * `#11256 <https://github.com/scipy/scipy/pull/11256>`__: DOC: Updated
> documentation for scipy.linalg.qr
> * `#11265 <https://github.com/scipy/scipy/pull/11265>`__: Fix: Can no
> longer slice csr_matrix in 1.3.0
> * `#11267 <https://github.com/scipy/scipy/pull/11267>`__: BUG: Rework the
> scaling in the ks_2samp two-sided exact test.
> * `#11268 <https://github.com/scipy/scipy/pull/11268>`__: DOC: example of
> NonLinearConstraint
> * `#11269 <https://github.com/scipy/scipy/pull/11269>`__: Fix: Sparse
> matrix constructor data type detection changes on...
> * `#11276 <https://github.com/scipy/scipy/pull/11276>`__: BLD: update
> minimum Python, NumPy, Cython, Pybind11 versions
> * `#11277 <https://github.com/scipy/scipy/pull/11277>`__: MAINT: Cleanup
> conditionals for unsupported numpy verisons
> * `#11278 <https://github.com/scipy/scipy/pull/11278>`__: MAINT: Cleanup
> stats.iqr workarounds for unsupported NumPy versions
> * `#11282 <https://github.com/scipy/scipy/pull/11282>`__: TST/CI: improve
> traceback formatting for test failures
> * `#11284 <https://github.com/scipy/scipy/pull/11284>`__: fix docs &
> behavior for mode sequences in ndimage filters
> * `#11285 <https://github.com/scipy/scipy/pull/11285>`__: DOC: special:
> complete the docstrings of Chi-square functions
> * `#11286 <https://github.com/scipy/scipy/pull/11286>`__: BUG: make
> loadmat/savemat file opening close resources correctly
> * `#11287 <https://github.com/scipy/scipy/pull/11287>`__: CI: skip Azure
> and TravisCI builds on merges and direct pushes...
> * `#11288 <https://github.com/scipy/scipy/pull/11288>`__: DOC: Fix import
> in scipy.io.wavfile.read sample code
> * `#11289 <https://github.com/scipy/scipy/pull/11289>`__: BUG: Use context
> manager for open
> * `#11290 <https://github.com/scipy/scipy/pull/11290>`__: MAINT: Remove
> _lib._version in favour of _lib._pep440
> * `#11292 <https://github.com/scipy/scipy/pull/11292>`__: DOC: special: add
> docstrings for various convenience functions
> * `#11293 <https://github.com/scipy/scipy/pull/11293>`__: DOC: special: fix
> typo in \`chdtri\` docstring
> * `#11296 <https://github.com/scipy/scipy/pull/11296>`__: DOC: special: add
> to docstrings of Bessel zeros and derivatives
> * `#11297 <https://github.com/scipy/scipy/pull/11297>`__: DOC: special: add
> parameters/returns sections for Bessel integrals
> * `#11300 <https://github.com/scipy/scipy/pull/11300>`__: MAINT: Update
> vendored uarray version
> * `#11301 <https://github.com/scipy/scipy/pull/11301>`__: CI: azure
> conditions should require succeeded()
> * `#11302 <https://github.com/scipy/scipy/pull/11302>`__: ENH: build
> infrastructure for ILP64 BLAS + ARPACK conversion
> * `#11303 <https://github.com/scipy/scipy/pull/11303>`__: DOC: special: fix
> typo in \`besselpoly\` docstring
> * `#11304 <https://github.com/scipy/scipy/pull/11304>`__: ENH: MAINT:
> Rewrite of eigh() and relevant wrappers
> * `#11306 <https://github.com/scipy/scipy/pull/11306>`__: TST: skip
> test_aligned_mem linalg test that is crashing on ppcle64
> * `#11307 <https://github.com/scipy/scipy/pull/11307>`__: MAINT: Fix typo
> 'solutuion' -> 'solution'
> * `#11308 <https://github.com/scipy/scipy/pull/11308>`__: ENH: do not
> create 1d array out of a scalar
> * `#11310 <https://github.com/scipy/scipy/pull/11310>`__: MAINT: clean up
> object array creation, scalar/1d confusion
> * `#11311 <https://github.com/scipy/scipy/pull/11311>`__: DOC: Specify
> custom callable option for metric in cluster.hierarchy.fclusterdata
> * `#11316 <https://github.com/scipy/scipy/pull/11316>`__: BUG: special: fix
> behavior for \`rgamma\` zeros
> * `#11317 <https://github.com/scipy/scipy/pull/11317>`__: BUG: fix
> floating-point literal comparisons under C99
> * `#11318 <https://github.com/scipy/scipy/pull/11318>`__: TST: optimize:
> mark two linprog tests for skipping
> * `#11320 <https://github.com/scipy/scipy/pull/11320>`__: BUG: Include
> \`int64_t\` declaration to \`rectangular_lsap.cpp\`
> * `#11330 <https://github.com/scipy/scipy/pull/11330>`__: MAINT: Update
> vendored pypocketfft version
> * `#11333 <https://github.com/scipy/scipy/pull/11333>`__: BUG:
> directed_hausdorff subset fix
> * `#11335 <https://github.com/scipy/scipy/pull/11335>`__: [ENH] sparse:
> Loosen check for sparse outer indexing fast path
> * `#11337 <https://github.com/scipy/scipy/pull/11337>`__: Undefined name
> 'e' in pavement.py
> * `#11338 <https://github.com/scipy/scipy/pull/11338>`__: scipyoptdoc.py:
> Remove unused variable 'sixu'
> * `#11340 <https://github.com/scipy/scipy/pull/11340>`__: xrange() was
> removed in Python 3 in favor of range()
> * `#11342 <https://github.com/scipy/scipy/pull/11342>`__: range() was
> removed in Py3 in _binned_statistic.py
> * `#11343 <https://github.com/scipy/scipy/pull/11343>`__: BUG: constants:
> fix 'exact' values table
> * `#11347 <https://github.com/scipy/scipy/pull/11347>`__: ENH: add input
> validation function and apply it to needed functions
> * `#11348 <https://github.com/scipy/scipy/pull/11348>`__: MAINT: remove
> six.string_types usages
> * `#11349 <https://github.com/scipy/scipy/pull/11349>`__: MAINT: minor doc
> fix _minimize_trustregion_constr
> * `#11353 <https://github.com/scipy/scipy/pull/11353>`__: MAINT: py3 remove
> various six usages
> * `#11358 <https://github.com/scipy/scipy/pull/11358>`__: ENH: optimize:
> Use CSR format instead of LIL for speed
> * `#11362 <https://github.com/scipy/scipy/pull/11362>`__: MAINT:
> sys.version_info >= 3.5
> * `#11364 <https://github.com/scipy/scipy/pull/11364>`__: ENH: cache square
> of sums for f_oneway
> * `#11368 <https://github.com/scipy/scipy/pull/11368>`__: ENH: add optional
> argument, "include_nyquist", for freqz()
> * `#11372 <https://github.com/scipy/scipy/pull/11372>`__: BENCH: optimize:
> added linprog presolve benchmarks
> * `#11376 <https://github.com/scipy/scipy/pull/11376>`__: ENH: Add wrapper
> for ?gttrf/?gttrs
> * `#11377 <https://github.com/scipy/scipy/pull/11377>`__: MAINT: Remove
> Python 2 code from tools/authors.py
> * `#11378 <https://github.com/scipy/scipy/pull/11378>`__: ENH (WIP): Python
> wrapper for ?tbtrs
> * `#11379 <https://github.com/scipy/scipy/pull/11379>`__: MAINT: Remove
> six.with_metaclass from benchmarks/cython_special.py
> * `#11380 <https://github.com/scipy/scipy/pull/11380>`__: BUG:
> sparse/isolve: bicg and qmr don't treat x0 correctly
> * `#11382 <https://github.com/scipy/scipy/pull/11382>`__: MAINT: remove
> error throw in binned_statistic_dd() on non-finite...
> * `#11383 <https://github.com/scipy/scipy/pull/11383>`__: MAINT: _lib:
> remove py2 compat shims in getargspec
> * `#11384 <https://github.com/scipy/scipy/pull/11384>`__: MAINT: Use numpy
> scalar types directly
> * `#11385 <https://github.com/scipy/scipy/pull/11385>`__: ENH: special: add
> spherical Bessel functions to \`cython_special\`
> * `#11389 <https://github.com/scipy/scipy/pull/11389>`__: MAINT:
> line.startswith shouldn't be bytes
> * `#11393 <https://github.com/scipy/scipy/pull/11393>`__: ENH: Speed up
> truncnorm's ppf()and rvs() methods
> * `#11394 <https://github.com/scipy/scipy/pull/11394>`__: MAINT: Remove
> self._size (and self._random_state) from stats...
> * `#11395 <https://github.com/scipy/scipy/pull/11395>`__: correction in
> error message (%d->%g format)
> * `#11396 <https://github.com/scipy/scipy/pull/11396>`__: DOC: revert
> gh10540, removing mtrand
> * `#11397 <https://github.com/scipy/scipy/pull/11397>`__: MAINT:
> differential_evolution accepts np.random.Generator
> * `#11402 <https://github.com/scipy/scipy/pull/11402>`__: ENH: stats can
> use np.random.Generator
> * `#11404 <https://github.com/scipy/scipy/pull/11404>`__: ENH: add
> docstring of butter() for transfer function syntax problem
> * `#11405 <https://github.com/scipy/scipy/pull/11405>`__: DOC: Fix "see
> also" for SmoothBivariateSpline
> * `#11408 <https://github.com/scipy/scipy/pull/11408>`__: ENH: Add a
> \`plan\` argument to FFT functions in \`scipy.fft\`
> * `#11411 <https://github.com/scipy/scipy/pull/11411>`__: MAINT: check
> minimize duplicate evaluations
> * `#11418 <https://github.com/scipy/scipy/pull/11418>`__: ENH: Linalg:
> Python wrapper for ?geqrfp
> * `#11419 <https://github.com/scipy/scipy/pull/11419>`__: TST: Python 3.7
> mac OS gcc multibuild fix
> * `#11423 <https://github.com/scipy/scipy/pull/11423>`__: ENH: Add tool to
> lint diffs
> * `#11425 <https://github.com/scipy/scipy/pull/11425>`__: FIX:
> _array_newton should preserve complex inputs
> * `#11426 <https://github.com/scipy/scipy/pull/11426>`__: MAINT: licence
> for global optimization benchmarks
> * `#11431 <https://github.com/scipy/scipy/pull/11431>`__: Make
> median_absolute_deviation scale argument aligned w/iqr
> * `#11432 <https://github.com/scipy/scipy/pull/11432>`__: Fix error message
> typo
> * `#11433 <https://github.com/scipy/scipy/pull/11433>`__: DOC: Remove L
> from longs
> * `#11434 <https://github.com/scipy/scipy/pull/11434>`__: MAINT: Python3
> improvements to refguide_check.py
> * `#11435 <https://github.com/scipy/scipy/pull/11435>`__: DOC: Update
> runtest --parallel help
> * `#11436 <https://github.com/scipy/scipy/pull/11436>`__: MAINT: Remove
> checks for sys.version < 3.5
> * `#11437 <https://github.com/scipy/scipy/pull/11437>`__: DOC: Fix
> documentation issue
> * `#11439 <https://github.com/scipy/scipy/pull/11439>`__: Support path
> objects (PEP 519) in mmio functions
> * `#11440 <https://github.com/scipy/scipy/pull/11440>`__: correct bounds
> pass in run_dualannealing for benchmarks/optimize.py
> * `#11443 <https://github.com/scipy/scipy/pull/11443>`__: BENCH:
> optimize_linprog remove ImportError exception
> * `#11453 <https://github.com/scipy/scipy/pull/11453>`__: BUG: sparse:
> convert csc/csr indices to int64 as needed
> * `#11454 <https://github.com/scipy/scipy/pull/11454>`__: DOC: Remove
> caveat on \`maximum_bipartite_matching\`
> * `#11455 <https://github.com/scipy/scipy/pull/11455>`__: BUG: Fix
> _lib._util.getargspec_no_self lack of KEYWORD_ONLY support.
> * `#11456 <https://github.com/scipy/scipy/pull/11456>`__: Implementation of
> khatri_rao product
> * `#11459 <https://github.com/scipy/scipy/pull/11459>`__: BUG: fix
> augmentation being broken in maximum_bipartite_matching
> * `#11461 <https://github.com/scipy/scipy/pull/11461>`__: MAINT: minor
> spelling corrections in comments in SciPy.sparse.linalg.arpack
> * `#11467 <https://github.com/scipy/scipy/pull/11467>`__: [MRG] Make result
> data type of KDE evaluation like in the input...
> * `#11469 <https://github.com/scipy/scipy/pull/11469>`__: Update
> integrate.quad documentation
> * `#11472 <https://github.com/scipy/scipy/pull/11472>`__: Fixed result typo
> * `#11476 <https://github.com/scipy/scipy/pull/11476>`__: DOC: stats:
> Copy-edit the anderson docstring.
> * `#11478 <https://github.com/scipy/scipy/pull/11478>`__: ENH: avoid
> unnecessary array copies in matrix product
> * `#11481 <https://github.com/scipy/scipy/pull/11481>`__: BUG: Make
> special.hyperu return nan if any argument is nan
> * `#11483 <https://github.com/scipy/scipy/pull/11483>`__: BUG: Fixed
> \`_kpp\` initialization on \`scipy.cluster.vq\`, closing...
> * `#11485 <https://github.com/scipy/scipy/pull/11485>`__: ENH: Update
> docstring of class KrylovJacobian to fix #2744
> * `#11486 <https://github.com/scipy/scipy/pull/11486>`__: BUG: make
> special.eval_hermite return nan if second argument...
> * `#11487 <https://github.com/scipy/scipy/pull/11487>`__: ENH: improve
> docstring of correlate and correlate2d to fix #1968
> * `#11488 <https://github.com/scipy/scipy/pull/11488>`__: FIX: change "func
> -> fun" of scipy.optimize _root.py to solve...
> * `#11489 <https://github.com/scipy/scipy/pull/11489>`__: BUG: fixes typo
> introduced in PR #11253 in stats.mstats.kendalltau()
> * `#11490 <https://github.com/scipy/scipy/pull/11490>`__: DOC: fix typo in
> scipy/io/matlab/mio4.py
> * `#11495 <https://github.com/scipy/scipy/pull/11495>`__: MAINT: refactor
> slsqp to fix issue in callback function
> * `#11498 <https://github.com/scipy/scipy/pull/11498>`__: [DOC] mention
> graph cuts in maximum flow docstring
> * `#11499 <https://github.com/scipy/scipy/pull/11499>`__: DOC: Improve
> documentation of scipy.signal.signaltools.wiener
> * `#11506 <https://github.com/scipy/scipy/pull/11506>`__: DOC: Fix typo in
> documentation of scipy.stats.morestats
> * `#11508 <https://github.com/scipy/scipy/pull/11508>`__: ENH: avoid copy
> on sparse __init__ when dtype is given
> * `#11509 <https://github.com/scipy/scipy/pull/11509>`__: ENH: avoid
> unnecessary array copies in matrix product (again)
> * `#11510 <https://github.com/scipy/scipy/pull/11510>`__: [DOC] An ex. for
> creating arbitrary size tri-diagonal
> * `#11511 <https://github.com/scipy/scipy/pull/11511>`__: TST: pin numba
> for Travis/sparse
> * `#11513 <https://github.com/scipy/scipy/pull/11513>`__: TST: disable
> NumPy cache dir ppc64le
> * `#11514 <https://github.com/scipy/scipy/pull/11514>`__: BUG: make
> special.eval_genlaguerre return nan if passed nan
> * `#11517 <https://github.com/scipy/scipy/pull/11517>`__: ENH: improve
> sparse.lil.tocsr performance
> * `#11519 <https://github.com/scipy/scipy/pull/11519>`__: Fix fresnel
> documentation
> * `#11520 <https://github.com/scipy/scipy/pull/11520>`__: BUG: make
> special.eval_gegenbauer return nan if passed nan
> * `#11524 <https://github.com/scipy/scipy/pull/11524>`__: ENH: Cosine Sine
> Decomposition
> * `#11526 <https://github.com/scipy/scipy/pull/11526>`__: BUG: fix SLSQP
> max iteration setting to fix #4921
> * `#11527 <https://github.com/scipy/scipy/pull/11527>`__: ENH: improve
> docstring of weibull_min_gen and weibull_max_gen...
> * `#11530 <https://github.com/scipy/scipy/pull/11530>`__: MAINT: Removed 3
> unused imports, 3 unused assignments from ndimage.
> * `#11531 <https://github.com/scipy/scipy/pull/11531>`__: DOC: fix typos in
> bdtr and bdtrc from gh PR 11045
> * `#11532 <https://github.com/scipy/scipy/pull/11532>`__: MAINT: Fixed
> several unused imports and unused assignments from...
> * `#11533 <https://github.com/scipy/scipy/pull/11533>`__: MAINT: Fixed
> about 100 unused imports, unused assignment warnings...
> * `#11534 <https://github.com/scipy/scipy/pull/11534>`__: FIX: Allow
> non-native byte order inputs to scipy.fft
> * `#11535 <https://github.com/scipy/scipy/pull/11535>`__: MAINT: Fixed
> several unused imports in _lib.
> * `#11536 <https://github.com/scipy/scipy/pull/11536>`__: MAINT: Fixed
> several unused imports and unused assignments in...
> * `#11537 <https://github.com/scipy/scipy/pull/11537>`__: MAINT: Removed an
> unused import in scipy/constants.
> * `#11538 <https://github.com/scipy/scipy/pull/11538>`__: MAINT: Fixed
> several unused imports in scipy/fft.
> * `#11539 <https://github.com/scipy/scipy/pull/11539>`__: MAINT: Fixed
> several unused imports and unused assignments in...
> * `#11540 <https://github.com/scipy/scipy/pull/11540>`__: MAINT: Fixed two
> unused imports in scipy/misc.
> * `#11541 <https://github.com/scipy/scipy/pull/11541>`__: MAINT: Fixed
> several unused imports and unused assignments in...
> * `#11542 <https://github.com/scipy/scipy/pull/11542>`__: MAINT: Fixed an
> unused import in scipy/odr.
> * `#11543 <https://github.com/scipy/scipy/pull/11543>`__: MAINT: Fixed
> several unused imports and unused assignments in...
> * `#11544 <https://github.com/scipy/scipy/pull/11544>`__: MAINT: Fixed
> unused imports and unused assignments in scipy/integrate.
> * `#11545 <https://github.com/scipy/scipy/pull/11545>`__: MAINT: Removed
> unused imports and fixed unused assignments in...
> * `#11546 <https://github.com/scipy/scipy/pull/11546>`__: MAINT: Removed
> unused imports; fixed unused assignments in scipy/signal.
> * `#11547 <https://github.com/scipy/scipy/pull/11547>`__: MAINT: Removed
> unused imports; fixed unused assignments in scipy/spatial
> * `#11548 <https://github.com/scipy/scipy/pull/11548>`__: MAINT: Removed
> unused imports; fixed unused assignments in scipy.sparse.
> * `#11549 <https://github.com/scipy/scipy/pull/11549>`__: MAINT: Replace
> xrange with range
> * `#11560 <https://github.com/scipy/scipy/pull/11560>`__: MAINT: stats:
> remove an _argcheck call
> * `#11573 <https://github.com/scipy/scipy/pull/11573>`__: MAINT: Removed
> unused imports; fixed unused assignments in scipy/stats.
> * `#11574 <https://github.com/scipy/scipy/pull/11574>`__: MAINT: Small
> change to \`optimize.nnls\` error messages.
> * `#11575 <https://github.com/scipy/scipy/pull/11575>`__: MAINT: Update
> sytrd/hetrd tests
> * `#11582 <https://github.com/scipy/scipy/pull/11582>`__: MAINT: fix typo
> in quadpack.py closes #11448
> * `#11585 <https://github.com/scipy/scipy/pull/11585>`__: TST: add
> openblas_support.py
> * `#11587 <https://github.com/scipy/scipy/pull/11587>`__: BUG: Differential
> evolution with LinearConstraint with sparse...
> * `#11588 <https://github.com/scipy/scipy/pull/11588>`__: MAINT: Fully
> display problem size in lsmr/lsqr.
> * `#11589 <https://github.com/scipy/scipy/pull/11589>`__: MAINT: Remove
> Python 2 workarounds
> * `#11590 <https://github.com/scipy/scipy/pull/11590>`__: MAINT: Remove
> Python2 module init
> * `#11605 <https://github.com/scipy/scipy/pull/11605>`__: Standardization
> of bounds in _linprog_util.py
> * `#11608 <https://github.com/scipy/scipy/pull/11608>`__: BUG: fix use of
> is in DE callback
> * `#11614 <https://github.com/scipy/scipy/pull/11614>`__: TST, MAINT:
> TestCtypesQuad skip with pytest
> * `#11619 <https://github.com/scipy/scipy/pull/11619>`__: ENH: add
> nan_policy argument and functionality to stats.mstats.winsorize
> * `#11621 <https://github.com/scipy/scipy/pull/11621>`__: MAINT: Cleanup
> uses of PY_VERSION_HEX, NPY_PY3K in ndimage
> * `#11622 <https://github.com/scipy/scipy/pull/11622>`__: MAINT: Cleanup
> uses of PY_VERSION_HEX, NPY_PY3K in sparse
> * `#11623 <https://github.com/scipy/scipy/pull/11623>`__: MAINT: Remove
> unnecessary 'from __future__ import ...' statements
> * `#11626 <https://github.com/scipy/scipy/pull/11626>`__: MAINT: Cleanup
> uses of PY_VERSION_HEX
> * `#11627 <https://github.com/scipy/scipy/pull/11627>`__: ENH: add analytic
> formula for normal moments
> * `#11628 <https://github.com/scipy/scipy/pull/11628>`__: MAINT, TST:
> adjust azure for matplotlib release
> * `#11631 <https://github.com/scipy/scipy/pull/11631>`__: Revert to old
> behaviour for constant cost matrices in \`linear_sum_assignment\`
> * `#11632 <https://github.com/scipy/scipy/pull/11632>`__: MAINT: Define
> ARRAY_ANYORDER with DEF instead of cdef
> * `#11639 <https://github.com/scipy/scipy/pull/11639>`__: BUG:
> interpolate/interp1d: fail gracefully on all-nan inputs
> * `#11640 <https://github.com/scipy/scipy/pull/11640>`__: MAINT: Fix BLAS3
> trmm wrapper for "side" arg
> * `#11642 <https://github.com/scipy/scipy/pull/11642>`__: TST, MAINT:
> remove dead code in Travis CI
> * `#11643 <https://github.com/scipy/scipy/pull/11643>`__: MAINT: fix
> conversion in binom_test
> * `#11645 <https://github.com/scipy/scipy/pull/11645>`__: MAINT: Assorted
> clean up.
> * `#11646 <https://github.com/scipy/scipy/pull/11646>`__: MAINT: Remove
> unnecessary 'from __future__ import ...' statements
> * `#11647 <https://github.com/scipy/scipy/pull/11647>`__: DOC: document
> return_all arguments
> * `#11648 <https://github.com/scipy/scipy/pull/11648>`__: Perform geometric
> slerp in quaternion space
> * `#11651 <https://github.com/scipy/scipy/pull/11651>`__: DOC: Update paper
> URL in lambertw documentation
> * `#11653 <https://github.com/scipy/scipy/pull/11653>`__: PERF: Switch to
> C++ STL std::nth_element
> * `#11655 <https://github.com/scipy/scipy/pull/11655>`__: MAINT: Remove
> Python2 cStringStream
> * `#11657 <https://github.com/scipy/scipy/pull/11657>`__: ENH: Add wrapper
> for ?pttrf/?pttrs
> * `#11664 <https://github.com/scipy/scipy/pull/11664>`__: ENH: Add wrapper
> for ?gejsv
> * `#11665 <https://github.com/scipy/scipy/pull/11665>`__: ENH: Add wrapper
> for ?pteqr
> * `#11667 <https://github.com/scipy/scipy/pull/11667>`__: BUG: Non-central
> Fisher distribution (fix nan-values when nc=0)
> * `#11668 <https://github.com/scipy/scipy/pull/11668>`__: ENH: Add wrapper
> for ?gtsvx
> * `#11671 <https://github.com/scipy/scipy/pull/11671>`__: TST, CI: restore
> Azure temporarily
> * `#11672 <https://github.com/scipy/scipy/pull/11672>`__: Add warning to
> medfilt when array size < kernel_size
> * `#11674 <https://github.com/scipy/scipy/pull/11674>`__: TST: bump test
> precision for two np.dot related linalg tests.
> * `#11675 <https://github.com/scipy/scipy/pull/11675>`__: MAINT:
> pycodestyle clean-up
> * `#11677 <https://github.com/scipy/scipy/pull/11677>`__: ENH: Add wrapper
> for ?ptsvx
> * `#11679 <https://github.com/scipy/scipy/pull/11679>`__: BENCH: cKDTree
> benchmarks added: balanced/unbalanced tree (related...
> * `#11680 <https://github.com/scipy/scipy/pull/11680>`__: MAINT:
> rng_integers allows RandomState.randint or Generator.integers
> * `#11683 <https://github.com/scipy/scipy/pull/11683>`__: BUG: fix
> mode='mirror' on length 1 axes
> * `#11684 <https://github.com/scipy/scipy/pull/11684>`__: BUG: fix
> scipy.special.voigt_profile
> * `#11687 <https://github.com/scipy/scipy/pull/11687>`__: MAINT:
> sparse.linalg: avoid importing from \`np.core\`
> * `#11688 <https://github.com/scipy/scipy/pull/11688>`__: ENH: mypy: get
> specific about ignoring missing imports
> * `#11690 <https://github.com/scipy/scipy/pull/11690>`__: MAINT: mypy: fix
> errors about incompatible types in lists
> * `#11692 <https://github.com/scipy/scipy/pull/11692>`__: MAINT: mypy: fix
> remaining type errors
> * `#11694 <https://github.com/scipy/scipy/pull/11694>`__: TST, MAINT: bump
> to OpenBLAS 0.3.9 stable, raise tol for Win...
> * `#11697 <https://github.com/scipy/scipy/pull/11697>`__: DOC: fix pdf of
> norminvgauss in scipy.stats
> * `#11701 <https://github.com/scipy/scipy/pull/11701>`__: MAINT: special:
> add rudimentary types for \`_ufuncs\` extension...
> * `#11702 <https://github.com/scipy/scipy/pull/11702>`__: BUG: Fixed a
> post-merge bug for eigh()
> * `#11703 <https://github.com/scipy/scipy/pull/11703>`__: Improves
> docstring with consistent L2-norm
> * `#11705 <https://github.com/scipy/scipy/pull/11705>`__: DOC: Slerp the
> SphericalVoronoi docstring
> * `#11706 <https://github.com/scipy/scipy/pull/11706>`__: ENH: mypy: add
> \`--mypy\` option to \`runtests.py\`
> * `#11710 <https://github.com/scipy/scipy/pull/11710>`__: ENH: Modified
> stats.kstest() to use the exact stats.kstwo.sf()...
> * `#11715 <https://github.com/scipy/scipy/pull/11715>`__: DOC: add ..
> versionadded:: to as_matrix/from_matrix in spatial/transf…
> * `#11716 <https://github.com/scipy/scipy/pull/11716>`__: BENCH: fix
> benchmark imports for \`\`optimize_linprog.py\`\`
> * `#11721 <https://github.com/scipy/scipy/pull/11721>`__: MAINT: io: Remove
> now-unnecessary \`# type: ignore\`
> * `#11722 <https://github.com/scipy/scipy/pull/11722>`__: MAINT: mypy:
> remove mpmath from the ratchet
> * `#11726 <https://github.com/scipy/scipy/pull/11726>`__: Handle constant
> input for scipy.stats.f_oneway
> * `#11729 <https://github.com/scipy/scipy/pull/11729>`__: BENCH: optimize:
> added infeasible benchmarks for linprog
> * `#11731 <https://github.com/scipy/scipy/pull/11731>`__: fix inaccurate
> information about Mac OS compiler (#11696)
> * `#11733 <https://github.com/scipy/scipy/pull/11733>`__: Fix inaccurate
> docstring example of HalfspaceIntersection
> * `#11734 <https://github.com/scipy/scipy/pull/11734>`__: Doc: fix
> inaccurate docstring of SmoothBivariateSpline.
> * `#11735 <https://github.com/scipy/scipy/pull/11735>`__: Bug: stats: fix
> wrong shape from median_absolute_deviation for...
> * `#11736 <https://github.com/scipy/scipy/pull/11736>`__: ENH: add input
> validations and its tests for FITPACK in fitpack2.py
> * `#11737 <https://github.com/scipy/scipy/pull/11737>`__: BUG: Prevent
> crashes due to MKL bug in ?heevr
> * `#11739 <https://github.com/scipy/scipy/pull/11739>`__: MAINT: special:
> add type stubs for \`_test_round.pyx\`
> * `#11740 <https://github.com/scipy/scipy/pull/11740>`__: MAINT: special:
> remove unused specfun f2py wrappers
> * `#11741 <https://github.com/scipy/scipy/pull/11741>`__: BUG: fix small
> tolerances handling for minpack and add a test.
> * `#11743 <https://github.com/scipy/scipy/pull/11743>`__: Doc: fix
> docstring of rfft, rfft2, rfftn, irfft, irfft2, irfftn...
> * `#11744 <https://github.com/scipy/scipy/pull/11744>`__: MAINT: Remove
> unused py3k.h code
> * `#11745 <https://github.com/scipy/scipy/pull/11745>`__: DOC: stats: Clean
> up ncf documentation.
> * `#11748 <https://github.com/scipy/scipy/pull/11748>`__: MAINT: special:
> type \`cython_special\` as \`Any\`
> * `#11750 <https://github.com/scipy/scipy/pull/11750>`__: MAINT: type hints
> for \`_spherical_voronoi\`
> * `#11752 <https://github.com/scipy/scipy/pull/11752>`__: DOC: fix
> docstring of scipy.optimize.least_squares
> * `#11753 <https://github.com/scipy/scipy/pull/11753>`__: ENH: add input
> validation for dendrogram and a test.
> * `#11755 <https://github.com/scipy/scipy/pull/11755>`__: MAINT: Replace
> uses of tostring with tobytes
> * `#11757 <https://github.com/scipy/scipy/pull/11757>`__: ENH: improve
> binned_statistics_2d performance.
> * `#11759 <https://github.com/scipy/scipy/pull/11759>`__: ENH: optimize:
> add HiGHS methods to linprog
> * `#11760 <https://github.com/scipy/scipy/pull/11760>`__: MAINT: Remove
> FileStream replaced by GenericStream
> * `#11761 <https://github.com/scipy/scipy/pull/11761>`__: MAINT: Replace
> npy_3kcompat.h shims
> * `#11765 <https://github.com/scipy/scipy/pull/11765>`__: TST: Speedup
> test_pascal which is VERY slow on Azure
> * `#11766 <https://github.com/scipy/scipy/pull/11766>`__: TST: speed up
> differential_evolution L8 test
> * `#11767 <https://github.com/scipy/scipy/pull/11767>`__: Change comment in
> continuous rv gamma fit function
> * `#11776 <https://github.com/scipy/scipy/pull/11776>`__: Add domain option
> for resample.
> * `#11784 <https://github.com/scipy/scipy/pull/11784>`__: BUG: Fixed
> calculation of nonzero elements in scipy.sparse.random
> * `#11786 <https://github.com/scipy/scipy/pull/11786>`__: ENH: stats: add
> axis keyword argument to scipy.stats.rankdata
> * `#11789 <https://github.com/scipy/scipy/pull/11789>`__: Doc: fix
> docstring of scipy.spatial.chebyshev
> * `#11792 <https://github.com/scipy/scipy/pull/11792>`__: DOC: dev: add
> guidelines for developing public Cython APIs
> * `#11794 <https://github.com/scipy/scipy/pull/11794>`__: MAINT: add
> comments explaining a problem in cython_optimize organization
> * `#11796 <https://github.com/scipy/scipy/pull/11796>`__: DOC: add a note
> about precision losing in csgraph.minimum_spanning_tree...
> * `#11797 <https://github.com/scipy/scipy/pull/11797>`__: ENH: Allow
> negative \`axis\` in \`interpolate.BSpline\`. Also...
> * `#11798 <https://github.com/scipy/scipy/pull/11798>`__: Add
> simplify_cells parameter to scipy.io.loadmat
> * `#11801 <https://github.com/scipy/scipy/pull/11801>`__: MAINT, DOC: minor
> changes of ratio-of-uniforms in scipy.stats
> * `#11802 <https://github.com/scipy/scipy/pull/11802>`__: BUG: fix
> scipy.odr to handle multidimensional independent and...
> * `#11803 <https://github.com/scipy/scipy/pull/11803>`__:
> scipy.stats.trapz: Use analytic formulas for stats and entropy.
> * `#11808 <https://github.com/scipy/scipy/pull/11808>`__: DOC: add Examples
> in the scipy.interpolate.interpn docstring.
> * `#11809 <https://github.com/scipy/scipy/pull/11809>`__: Duplicate entries
> are added together in csr_matrix constructor
> * `#11813 <https://github.com/scipy/scipy/pull/11813>`__: MAINT: bump
> pyflakes to version 2.1.1
> * `#11814 <https://github.com/scipy/scipy/pull/11814>`__: BUG:
> scipy.sparse.csr doctest failing with incorrect output value
> * `#11817 <https://github.com/scipy/scipy/pull/11817>`__: DOC: add Examples
> in the scipy.optimize.leastsq docstring
> * `#11820 <https://github.com/scipy/scipy/pull/11820>`__: ENH: Raise an
> error on incorrect bounds format in optimize.fmin_l_bfgs_b
> * `#11822 <https://github.com/scipy/scipy/pull/11822>`__: CI: add github
> actions for macOS
> * `#11824 <https://github.com/scipy/scipy/pull/11824>`__: DOC: add Examples
> in scipy.optimize.line_search docstring (line_search_wolfe2)
> * `#11830 <https://github.com/scipy/scipy/pull/11830>`__: TST: Always use
> fork for multiprocessing in fft tests
> * `#11831 <https://github.com/scipy/scipy/pull/11831>`__: DOC: add Examples
> and Returns in scipy.misc.central_diff_weights...
> * `#11832 <https://github.com/scipy/scipy/pull/11832>`__: DOC: stats: Some
> small corrections to a couple docstrings.
> * `#11833 <https://github.com/scipy/scipy/pull/11833>`__: BUG: Fix
> compiler_name when there are paths used in flags
> * `#11836 <https://github.com/scipy/scipy/pull/11836>`__: MAINT:
> re-introduce multiprocessing tests on Python3.8
> * `#11837 <https://github.com/scipy/scipy/pull/11837>`__: Doc: add Examples
> in scipy.optimize.fsolve docstring
> * `#11838 <https://github.com/scipy/scipy/pull/11838>`__: Doc: add Examples
> in scipy.sparse.linalg.minres docstring
> * `#11840 <https://github.com/scipy/scipy/pull/11840>`__: BUG:
> sparse.linalg: fix overflow in expm intermediate computation
> * `#11842 <https://github.com/scipy/scipy/pull/11842>`__: BLD: fix build
> with gfortran 10
> * `#11843 <https://github.com/scipy/scipy/pull/11843>`__: MAINT: Simplify
> floats in constants.py
> * `#11847 <https://github.com/scipy/scipy/pull/11847>`__: DOC: add a
> tutorial of scipy.optimize.linprog
> * `#11849 <https://github.com/scipy/scipy/pull/11849>`__: ENH: speed up
> geninvgauss by using cython
> * `#11852 <https://github.com/scipy/scipy/pull/11852>`__: CI: remove osx
> from travisCI
> * `#11857 <https://github.com/scipy/scipy/pull/11857>`__: BUG: Change
> parameter fc of gausspulse to float.
> * `#11861 <https://github.com/scipy/scipy/pull/11861>`__: order = degree +
> 1 for splines
> * `#11863 <https://github.com/scipy/scipy/pull/11863>`__: Make g77 ABI
> wrapper work with gfortran ABI lapack
> * `#11866 <https://github.com/scipy/scipy/pull/11866>`__: MAINT: add type
> ignores to sympy and matplotlib imports
> * `#11867 <https://github.com/scipy/scipy/pull/11867>`__: CI: Add arm64 in
> travis-ci
> * `#11869 <https://github.com/scipy/scipy/pull/11869>`__: DOC: signal: Add
> an example to the lsim2 docstring.
> * `#11870 <https://github.com/scipy/scipy/pull/11870>`__: DOC: signal: Use
> impulse instead of impulse2 in the impulse example...
> * `#11871 <https://github.com/scipy/scipy/pull/11871>`__: ENH: type ufuncs
> in special as ufuncs instead of Any
> * `#11872 <https://github.com/scipy/scipy/pull/11872>`__: BUG: avoid
> recomputing in scipy.optimize.optimize.MemoizeJac
> * `#11873 <https://github.com/scipy/scipy/pull/11873>`__: DOC: signal: Fix
> ODE in impulse and impulse2 docstrings.
> * `#11874 <https://github.com/scipy/scipy/pull/11874>`__: DOC: add Examples
> of docstring for scipy.interpolate.approximate_taylor_polynomial
> * `#11878 <https://github.com/scipy/scipy/pull/11878>`__: DOC: fixed a typo
> under scipy/integrate/quadrature.py
> * `#11879 <https://github.com/scipy/scipy/pull/11879>`__: BUG: Fix index
> arrays overflow in sparse.kron
> * `#11880 <https://github.com/scipy/scipy/pull/11880>`__: DOC: stats: Add
> Examples for bartlett, fligner, levene.
> * `#11881 <https://github.com/scipy/scipy/pull/11881>`__: MAINT: normalise
> numpy-->np in optimize.py
> * `#11882 <https://github.com/scipy/scipy/pull/11882>`__: DOC: add Examples
> for scipy.io.readsav docstring.
> * `#11883 <https://github.com/scipy/scipy/pull/11883>`__: DOC: add Returns
> and Examples for scipy.ndimage.correlate() docstring
> * `#11885 <https://github.com/scipy/scipy/pull/11885>`__: BUG: stats:
> Handle multidimensional arrays in f_oneway, and more.
> * `#11889 <https://github.com/scipy/scipy/pull/11889>`__: DOC: signal:
> Unify lsim and lsim2 examples.
> * `#11896 <https://github.com/scipy/scipy/pull/11896>`__: BUG: stats: Fix
> handling of size 0 inputs for ttest_rel and ttest_ind.
> * `#11897 <https://github.com/scipy/scipy/pull/11897>`__: DOC: Remove
> misleading default values from fit method
> * `#11898 <https://github.com/scipy/scipy/pull/11898>`__: MAINT:
> LinearVectorFunction.J is ndarray closes #11886
> * `#11902 <https://github.com/scipy/scipy/pull/11902>`__: BUG: linalg:
> test_heequb failure
> * `#11904 <https://github.com/scipy/scipy/pull/11904>`__: fix real-to-real
> transforms for complex inputs and overwrite_x=True
> * `#11906 <https://github.com/scipy/scipy/pull/11906>`__: DOC: stats: fix
> error caused by trapz docstring
> * `#11907 <https://github.com/scipy/scipy/pull/11907>`__: BUG: stats: fixed
> SEGFAULT from Issue #9710
> * `#11912 <https://github.com/scipy/scipy/pull/11912>`__: ENH: Respect
> matplotlib color palette with hierarchy/dendrogram.
> * `#11914 <https://github.com/scipy/scipy/pull/11914>`__: DOC: refine doc
> for spatial.distance.squareform
> * `#11915 <https://github.com/scipy/scipy/pull/11915>`__: ENH: Ndim linear
> operator
> * `#11919 <https://github.com/scipy/scipy/pull/11919>`__: ENH: expose
> "window_size" parameter in find_peaks_cwt()
> * `#11920 <https://github.com/scipy/scipy/pull/11920>`__: DOC: explain M,
> diffev
> * `#11923 <https://github.com/scipy/scipy/pull/11923>`__: CI: macOS install
> swig closes #11922
> * `#11924 <https://github.com/scipy/scipy/pull/11924>`__: DOC: add Examples
> for scipy.optimize.bracket() docstring
> * `#11930 <https://github.com/scipy/scipy/pull/11930>`__: DOC: add Examples
> and clean up for signal.qspline1d and signal.qspline_eval...
> * `#11931 <https://github.com/scipy/scipy/pull/11931>`__: DOC: add Examples
> for sparse.linalg.bicg docstring.
> * `#11933 <https://github.com/scipy/scipy/pull/11933>`__: DOC: Add original
> reference for Yao-Liu objective functions
> * `#11934 <https://github.com/scipy/scipy/pull/11934>`__: DOC, MAINT:
> mailmap update
> * `#11935 <https://github.com/scipy/scipy/pull/11935>`__: DOC: make
> scipy.stats.mode documentation reflect that the function...
> * `#11936 <https://github.com/scipy/scipy/pull/11936>`__: ENH: special: add
> type stubs for \`orthogonal.py\`
> * `#11937 <https://github.com/scipy/scipy/pull/11937>`__: DOC: Add
> docstring examples to fft2, ifft2, io.savemat
> * `#11938 <https://github.com/scipy/scipy/pull/11938>`__: MAINT: add helper
> function for deprecating Cython API functions
> * `#11942 <https://github.com/scipy/scipy/pull/11942>`__: MAINT: ignore
> conditional import in _lib/_util
> * `#11943 <https://github.com/scipy/scipy/pull/11943>`__: MAINT: special:
> add types for geterr/seterr/errstate
> * `#11946 <https://github.com/scipy/scipy/pull/11946>`__: MAINT: add
> py.typed marker
> * `#11950 <https://github.com/scipy/scipy/pull/11950>`__: TST:MAINT:
> separated and stabilized heequb tests
> * `#11952 <https://github.com/scipy/scipy/pull/11952>`__: DOC: update
> toolchain roadmap for py38, C99, C++11/14
> * `#11957 <https://github.com/scipy/scipy/pull/11957>`__: MAINT: Use
> np.errstate context manager instead of np.seterr.
> * `#11958 <https://github.com/scipy/scipy/pull/11958>`__: MAINT:
> interpolate: Remove some trailing spaces.
> * `#11960 <https://github.com/scipy/scipy/pull/11960>`__: MAINT: Cleanup
> Python2 compatibility code
> * `#11961 <https://github.com/scipy/scipy/pull/11961>`__: MAINT: Remove
> numpy/npy_3kcompat.h from _superluobject.c
> * `#11962 <https://github.com/scipy/scipy/pull/11962>`__: DOC: Fix type of
> \`codes\` in docstring of \`_vq._vq()\`
> * `#11964 <https://github.com/scipy/scipy/pull/11964>`__: MAINT: Cleanup
> unused IS_PYPY
> * `#11969 <https://github.com/scipy/scipy/pull/11969>`__: DOC: add Examples
> and fix docstring for special.airye
> * `#11970 <https://github.com/scipy/scipy/pull/11970>`__: BUG: sparse:
> 'diagonal' of sparse matrices fixed to match numpy's...
> * `#11974 <https://github.com/scipy/scipy/pull/11974>`__: BUG: Reshape
> oaconvolve output even when no axes are convolved
> * `#11976 <https://github.com/scipy/scipy/pull/11976>`__: MAINT: add logo
> for github actions
> * `#11977 <https://github.com/scipy/scipy/pull/11977>`__: CI: test bleeding
> edge Python
> * `#11979 <https://github.com/scipy/scipy/pull/11979>`__: DOC: add Examples
> for stats.ranksums() docstring.
> * `#11982 <https://github.com/scipy/scipy/pull/11982>`__: Fix KMeans++
> initialisation slowness
> * `#11983 <https://github.com/scipy/scipy/pull/11983>`__: DOC: add Examples
> for stats.mstats.argstoarray() docstring.
> * `#11986 <https://github.com/scipy/scipy/pull/11986>`__: Avoid bugs in
> ndimage when the output and input arrays overlap...
> * `#11988 <https://github.com/scipy/scipy/pull/11988>`__: ENH: Override fit
> method of Laplace distribution with Maximum...
> * `#11993 <https://github.com/scipy/scipy/pull/11993>`__: TST, CI: Azure
> Windows path fixups
> * `#11995 <https://github.com/scipy/scipy/pull/11995>`__: MAINT, CI: remove
> custom mingw Azure
> * `#11996 <https://github.com/scipy/scipy/pull/11996>`__: DOC: add Examples
> and fix pep warning for fft.set_global_backend...
> * `#11997 <https://github.com/scipy/scipy/pull/11997>`__: MAINT, CI: Azure
> OpenBLAS simplify
> * `#11998 <https://github.com/scipy/scipy/pull/11998>`__: BENCH: Run
> against current HEAD instead of master
> * `#12001 <https://github.com/scipy/scipy/pull/12001>`__: ENH: stats:
> Implement _logpdf for the maxwell distribution.
> * `#12004 <https://github.com/scipy/scipy/pull/12004>`__: DOC: add examples
> for integrate.quad_vec() and integrate.quad_explain()
> * `#12005 <https://github.com/scipy/scipy/pull/12005>`__: MAINT: Use helper
> functions in ?tbtrs tests
> * `#12007 <https://github.com/scipy/scipy/pull/12007>`__: MAINT: updated
> LICENSES_bundled for pybind11 and six
> * `#12008 <https://github.com/scipy/scipy/pull/12008>`__: DOC: roadmap
> update
> * `#12009 <https://github.com/scipy/scipy/pull/12009>`__: ENH: optimize:
> support 64-bit BLAS in lbfgsb
> * `#12010 <https://github.com/scipy/scipy/pull/12010>`__: ENH:
> sparse.linalg: support 64-bit BLAS in isolve
> * `#12012 <https://github.com/scipy/scipy/pull/12012>`__: DOC: add Examples
> for interpolate.barycentric_interpolate(),...
> * `#12013 <https://github.com/scipy/scipy/pull/12013>`__: MAINT: remove
> last uses of numpy.dual
> * `#12014 <https://github.com/scipy/scipy/pull/12014>`__: CI: print 10
> slowest tests
> * `#12020 <https://github.com/scipy/scipy/pull/12020>`__: MAINT: Removed
> handling of circular input in SphericalVoronoi
> * `#12022 <https://github.com/scipy/scipy/pull/12022>`__: DOC : added
> default value of absolute_sigma to False in scipy.optimize.curve_fit docs
> * `#12024 <https://github.com/scipy/scipy/pull/12024>`__: DOC: add Examples
> for io.hb_read() and io.hb_write()
> * `#12025 <https://github.com/scipy/scipy/pull/12025>`__: MAINT: Remove
> numpy/npy_3kcompat.h from nd_image
> * `#12028 <https://github.com/scipy/scipy/pull/12028>`__: Spelling
> correction
> * `#12030 <https://github.com/scipy/scipy/pull/12030>`__: ENH:
> optimize/_trlib: support ILP64 blas/lapack
> * `#12036 <https://github.com/scipy/scipy/pull/12036>`__: MAINT: Add some
> generated C files .gitignore
> * `#12038 <https://github.com/scipy/scipy/pull/12038>`__: MAINT, CI: Travis
> rackcdn->conda.org
> * `#12039 <https://github.com/scipy/scipy/pull/12039>`__: MAINT: signal:
> Lower the resolution of the plots in the chirp...
> * `#12040 <https://github.com/scipy/scipy/pull/12040>`__: DOC: add Examples
> for ndimage.spline_filter1d() and spline_filter()...
> * `#12044 <https://github.com/scipy/scipy/pull/12044>`__: MAINT: combine
> apt-get update and apt-get install into one RUN
> * `#12045 <https://github.com/scipy/scipy/pull/12045>`__: TST: Reduce size
> of test_diagonal_types to speed up tests
> * `#12046 <https://github.com/scipy/scipy/pull/12046>`__: MAINT: Remove
> unused npy_3kcompat.h
> * `#12047 <https://github.com/scipy/scipy/pull/12047>`__: MAINT: Cython 3.0
> compat
> * `#12050 <https://github.com/scipy/scipy/pull/12050>`__: DOC: add download
> number badges of PyPI and conda-forge in README.rst
> * `#12052 <https://github.com/scipy/scipy/pull/12052>`__: DOC: add Examples
> odr.models.polynomial() and fix odr.odr docstring...
> * `#12056 <https://github.com/scipy/scipy/pull/12056>`__: ENH: Modifies
> shapiro to return a named tuple
> * `#12057 <https://github.com/scipy/scipy/pull/12057>`__: Adding my name
> into THANKS.txt
> * `#12060 <https://github.com/scipy/scipy/pull/12060>`__: TST: Reduce
> number of test_diagonal_types configs
> * `#12062 <https://github.com/scipy/scipy/pull/12062>`__: TST: Change
> dec.slow to pytest.mark.slow
> * `#12068 <https://github.com/scipy/scipy/pull/12068>`__: ENH: Modifies
> jarque_bera to return a named tuple
> * `#12070 <https://github.com/scipy/scipy/pull/12070>`__: MAINT, CI:
> appveyor rack->conda.org
> * `#12072 <https://github.com/scipy/scipy/pull/12072>`__: TST: filter out
> factorial(float) deprecation warning
> * `#12078 <https://github.com/scipy/scipy/pull/12078>`__: TST: Skip test on
> colab with large memory alloc
> * `#12079 <https://github.com/scipy/scipy/pull/12079>`__: DOC: Remove
> Python2 reference from stats tutorial
> * `#12081 <https://github.com/scipy/scipy/pull/12081>`__: DOC: add Examples
> docstring for optimize.show_options()
> * `#12084 <https://github.com/scipy/scipy/pull/12084>`__: BUG: interpolate:
> fix BarycentricInterpolator with integer input...
> * `#12089 <https://github.com/scipy/scipy/pull/12089>`__: ENH:
> spatial/qhull: support ILP64 Lapack
> * `#12090 <https://github.com/scipy/scipy/pull/12090>`__: ENH: integrate:
> support ILP64 BLAS in odeint/vode/lsoda
> * `#12091 <https://github.com/scipy/scipy/pull/12091>`__: ENH: integrate:
> support ILP64 in quadpack
> * `#12092 <https://github.com/scipy/scipy/pull/12092>`__: BUG: Fix dropping
> dt in signal.StateSpace
> * `#12093 <https://github.com/scipy/scipy/pull/12093>`__: MAINT: Rollback
> python2.6 workaround
> * `#12094 <https://github.com/scipy/scipy/pull/12094>`__: MAINT:
> \`openblas_support\` hash checks
> * `#12095 <https://github.com/scipy/scipy/pull/12095>`__: MAINT: ndimage:
> change \`shares_memory\` to \`may_share_memory\`
> * `#12098 <https://github.com/scipy/scipy/pull/12098>`__: Doc: change 4
> model instances of odr to be instances of \`Model\`...
> * `#12101 <https://github.com/scipy/scipy/pull/12101>`__: Removed more
> unused imports and assignments.
> * `#12107 <https://github.com/scipy/scipy/pull/12107>`__: ENH: Area
> calculation for 2D inputs in SphericalVoronoi
> * `#12108 <https://github.com/scipy/scipy/pull/12108>`__: MAINT: ensure
> attributes have correct data type in \`SphericalVoronoi\`
> * `#12109 <https://github.com/scipy/scipy/pull/12109>`__: degree is not
> order in splines
> * `#12110 <https://github.com/scipy/scipy/pull/12110>`__: ENH: More
> helpful/forgiving io.wavfile errors
> * `#12117 <https://github.com/scipy/scipy/pull/12117>`__: BUG: fix newline
> * `#12123 <https://github.com/scipy/scipy/pull/12123>`__: [MAINT] Fix error
> on PyData/Sparse import.
> * `#12124 <https://github.com/scipy/scipy/pull/12124>`__: TST: Always test
> matmul now that Python3.5+ is required
> * `#12126 <https://github.com/scipy/scipy/pull/12126>`__: TST: Cleanup
> unused matplotlib code.
> * `#12127 <https://github.com/scipy/scipy/pull/12127>`__: DOC: update
> docstrings of signal.cspline2d, qspline2d, sepfir2d
> * `#12130 <https://github.com/scipy/scipy/pull/12130>`__: MAINT: Fixing
> broken links with linkchecker
> * `#12135 <https://github.com/scipy/scipy/pull/12135>`__: ENH: linalg: Add
> the function convolution_matrix.
> * `#12136 <https://github.com/scipy/scipy/pull/12136>`__: MAINT: Cleanup
> np.poly1d hack
> * `#12137 <https://github.com/scipy/scipy/pull/12137>`__: TST, CI:
> reproduce wheels 32-bit setup
> * `#12140 <https://github.com/scipy/scipy/pull/12140>`__: TST: stats: add
> kstwo, ksone to slow tests.
> * `#12141 <https://github.com/scipy/scipy/pull/12141>`__: Support 64-bit
> integer size in Fitpack
> * `#12151 <https://github.com/scipy/scipy/pull/12151>`__: DOC: Correct
> Rosenbrock function sum
> * `#12159 <https://github.com/scipy/scipy/pull/12159>`__: BUG: Fix length
> calculation in upfirdn
> * `#12160 <https://github.com/scipy/scipy/pull/12160>`__: BUG: Fix M_PI
> * `#12168 <https://github.com/scipy/scipy/pull/12168>`__: DOC: add an
> obsolete version checking javascript to doc release...
> * `#12171 <https://github.com/scipy/scipy/pull/12171>`__: CI, MAINT: Azure
> OpenBLAS drive flip
> * `#12172 <https://github.com/scipy/scipy/pull/12172>`__: ENH: Bounds for
> the Powell minimization method
> * `#12175 <https://github.com/scipy/scipy/pull/12175>`__: BLD: support more
> Fortran compilers for ilp64 and macro expansion...
> * `#12179 <https://github.com/scipy/scipy/pull/12179>`__: BUG: stats: A few
> distributions didn't accept lists as arguments.
> * `#12180 <https://github.com/scipy/scipy/pull/12180>`__: MAINT: removed
> redundant import in SphericalVoronoi tests
> * `#12181 <https://github.com/scipy/scipy/pull/12181>`__: DOC: for
> versionwarning don't use $.getScript
> * `#12182 <https://github.com/scipy/scipy/pull/12182>`__: MAINT: random
> sampling on the hypersphere in SphericalVoronoi...
> * `#12194 <https://github.com/scipy/scipy/pull/12194>`__: MAINT: Module and
> example cleanups for doc build
> * `#12202 <https://github.com/scipy/scipy/pull/12202>`__: ENH: tool to DL
> release wheels from Anaconda
> * `#12210 <https://github.com/scipy/scipy/pull/12210>`__: Remove py.typed
> marker (at least for the release)
> * `#12217 <https://github.com/scipy/scipy/pull/12217>`__: BUG: stats: Fix
> handling of edge cases in median_abs_deviation.
> * `#12223 <https://github.com/scipy/scipy/pull/12223>`__: BUG: stats:
> wilcoxon returned p > 1 for certain inputs.
> * `#12227 <https://github.com/scipy/scipy/pull/12227>`__: BLD: Set macos
> min version when building rectangular_lsap
> * `#12229 <https://github.com/scipy/scipy/pull/12229>`__: MAINT:
> tools/gh_lists.py: fix http header case sensitivity issue
> * `#12236 <https://github.com/scipy/scipy/pull/12236>`__: DOC: Fix a couple
> grammatical mistakes in 1.5.0-notes.rst.
> * `#12276 <https://github.com/scipy/scipy/pull/12276>`__: TST: skip
> `test_heequb`, it fails intermittently.
> * `#12285 <https://github.com/scipy/scipy/pull/12285>`__: CI: split travis
> arm64 run into two
> * `#12317 <https://github.com/scipy/scipy/pull/12317>`__: BUG: prevent
> error accumulation in `Rotation` multiplication
> * `#12318 <https://github.com/scipy/scipy/pull/12318>`__: BUG: sparse:
> avoid np.prod overflow in check_shape
> * `#12319 <https://github.com/scipy/scipy/pull/12319>`__: BUG: Make cobyla
> threadsafe
> * `#12335 <https://github.com/scipy/scipy/pull/12335>`__: MAINT: Work
> around Sphinx bug
>
>
> Checksums
> =========
>
> MD5
> ~~~
>
> 6b67c3cdb5fd7ec7f65445ce5432c2d3
>  scipy-1.5.0-cp36-cp36m-macosx_10_9_x86_64.whl
> cb1c6b8022891ef2644caf26f6d6d0f2
> scipy-1.5.0-cp36-cp36m-manylinux1_i686.whl
> 28a26064ae38b16c370be9691d0be2de
>  scipy-1.5.0-cp36-cp36m-manylinux1_x86_64.whl
> 1a8324e7940ab7c405e534823a33872f  scipy-1.5.0-cp36-cp36m-win32.whl
> 241c63762ae6e903b06c2498f5fef5d9  scipy-1.5.0-cp36-cp36m-win_amd64.whl
> c9642dfdc834dfc73b83fce7a05c6101
>  scipy-1.5.0-cp37-cp37m-macosx_10_9_x86_64.whl
> 30ec965fac402610192ff67428848f74
> scipy-1.5.0-cp37-cp37m-manylinux1_i686.whl
> 46c7068c7cf789777ec4423b2ff83f5f
>  scipy-1.5.0-cp37-cp37m-manylinux1_x86_64.whl
> 21a5d8636489c065ce84fcba238c0c32  scipy-1.5.0-cp37-cp37m-win32.whl
> cd0429315d501470b5bb732d23fddf9d  scipy-1.5.0-cp37-cp37m-win_amd64.whl
> 99a35969fdd5329436f679e02c23f185
>  scipy-1.5.0-cp38-cp38-macosx_10_9_x86_64.whl
> 721abc2147746de50e639832c54d1c0a  scipy-1.5.0-cp38-cp38-manylinux1_i686.whl
> c51a2faadfda7bc56e1492218f9d044c
>  scipy-1.5.0-cp38-cp38-manylinux1_x86_64.whl
> 8f70224a6b8fb8e55cff52c83df30663  scipy-1.5.0-cp38-cp38-win32.whl
> 8e0c33036795485d14c6221d00cacb9e  scipy-1.5.0-cp38-cp38-win_amd64.whl
> 4b0fc5a2eae9764c302187af4fad975f  scipy-1.5.0.tar.gz
> 4157e49b7a0ba3c74b9df6df90d43245  scipy-1.5.0.tar.xz
> a14f9de5ed51eb23c8dfa739ec4f50ff  scipy-1.5.0.zip
>
> SHA256
> ~~~~~~
>
> 8f354e92246de33c44ddfc5fef61bce8c19d5aeeb2130b6a672b15db619453e4
>  scipy-1.5.0-cp36-cp36m-macosx_10_9_x86_64.whl
> 244b4a23a8cb6707e19f5579502112954659bb983852b1c381243fe46d9b6818
>  scipy-1.5.0-cp36-cp36m-manylinux1_i686.whl
> d266d955c3fd12336c948abb368de230bf8dc20efad428abb908165d9c87f53f
>  scipy-1.5.0-cp36-cp36m-manylinux1_x86_64.whl
> 11d8bfcea08e971968d07495bdf1de37b3b1bb5ca78e4ddbe8d60791f0456942
>  scipy-1.5.0-cp36-cp36m-win32.whl
> eb48915142f2dbd4b84df8ca66e433946df1a13eff36015c2b7843aa39dbc30d
>  scipy-1.5.0-cp36-cp36m-win_amd64.whl
> ae24f16056c87e7f086a56a7aaf6e65e4626ac70b7e08d7f54e078693abcf778
>  scipy-1.5.0-cp37-cp37m-macosx_10_9_x86_64.whl
> 1b23129e9838694c36475b296ac251ae0b0247455352f2bed0b246c30b61c822
>  scipy-1.5.0-cp37-cp37m-manylinux1_i686.whl
> 69eb6245ff472db406c3e9b3e13bd0dc6e2ff48e7e758a7bfca296ecdb1ae8b9
>  scipy-1.5.0-cp37-cp37m-manylinux1_x86_64.whl
> 38cdb4eafe727b324f295ab69eaa0788a8eefe08d59360968928753ab7f68ba9
>  scipy-1.5.0-cp37-cp37m-win32.whl
> f662ad49ef930325161bd5edac39932c3f1b55547eaa0afce08367522f6314df
>  scipy-1.5.0-cp37-cp37m-win_amd64.whl
> 40969696eb13c2f1b6fc8e99ce597a47627f0167a7feb6086c2ccdfb55835cfc
>  scipy-1.5.0-cp38-cp38-macosx_10_9_x86_64.whl
> 0f62f3be924a4314cf2384c6f77d3a0e3bf4ada370530a7d0a6d5a61192bec9e
>  scipy-1.5.0-cp38-cp38-manylinux1_i686.whl
> 4e1a790fdf82a67619a38f017105df4bb66dfcdaea45df793ece27fd534720c2
>  scipy-1.5.0-cp38-cp38-manylinux1_x86_64.whl
> 2e99f50d0061c385f8f46c5a99bb07ad013ec2dcf95ccba3be4e081594e7ab19
>  scipy-1.5.0-cp38-cp38-win32.whl
> 2aec0f81a29440e0c000222ac0447748a840d328b5698dd900ece4113bca5cde
>  scipy-1.5.0-cp38-cp38-win_amd64.whl
> 4ff72877d19b295ee7f7727615ea8238f2d59159df0bdd98f91754be4a2767f0
>  scipy-1.5.0.tar.gz
> 23baeaa18803d12d1abdff3f5c148b1085c2dc4028c6b8efce652dde2119b41c
>  scipy-1.5.0.tar.xz
> 92b17f65c2521a48e1853cbc6b1038140f38393ce6293bbdba6e99a7653d8063
>  scipy-1.5.0.zip
>
_______________________________________________
NumPy-Discussion mailing list
[hidden email]
https://mail.python.org/mailman/listinfo/numpy-discussion