[Numpy-discussion] ANN: SciPy 1.7.0

Juan Nunez-Iglesias jni at fastmail.com
Sun Jun 20 22:23:17 EDT 2021


It appears that previous doc links have been broken without redirects? e.g.:

https://docs.scipy.org/doc/scipy/reference/generated/scipy.ndimage.distance_transform_edt.html#scipy.ndimage.distance_transform_edt

is 404. The new link is at:

https://docs.scipy.org/doc/scipy/reference/reference/generated/scipy.ndimage.distance_transform_edt.html#scipy.ndimage.distance_transform_edt <https://docs.scipy.org/doc/scipy/reference/reference/generated/scipy.ndimage.distance_transform_edt.html#scipy.ndimage.distance_transform_edt>

Note the extra “reference” in the URL. Was this a conscious choice or an unforeseen side effect of moving to the PyData theme? There’s a *lot* of links to the docs out there.

Juan.

> On 21 Jun 2021, at 5:44 am, Tyler Reddy <tyler.je.reddy at gmail.com> wrote:
> 
> Hi all,
> 
> On behalf of the SciPy development team I'm pleased to announce
> the release of SciPy 1.7.0.
> 
> Sources and binary wheels can be found at:
> https://pypi.org/project/scipy/ <https://pypi.org/project/scipy/>
> and at:
> https://github.com/scipy/scipy/releases/tag/v1.7.0 <https://github.com/scipy/scipy/releases/tag/v1.7.0> 
> 
> One of a few ways to install this release with pip:
> 
> pip install scipy==1.7.0
> 
> =====================
> SciPy 1.7.0 Release Notes
> =====================
> 
> SciPy 1.7.0 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
> 1.7.x branch, and on adding new features on the master branch.
> 
> This release requires Python 3.7+ and NumPy 1.16.5 or greater.
> 
> For running on PyPy, PyPy3 6.0+ is required.
> 
> 
> ****************************
> Highlights of this release
> ****************************
> 
> -  A new submodule for quasi-Monte Carlo, `scipy.stats.qmc`, was added
> -  The documentation design was updated to use the same PyData-Sphinx theme as
>   NumPy and other ecosystem libraries.
> -  We now vendor and leverage the Boost C++ library to enable numerous
>   improvements for long-standing weaknesses in `scipy.stats`
> -  `scipy.stats` has six new distributions, eight new (or overhauled)
>   hypothesis tests, a new function for bootstrapping, a class that enables
>   fast random variate sampling and percentile point function evaluation, 
>   and many other enhancements.
> -  ``cdist`` and ``pdist`` distance calculations are faster for several metrics,
>   especially weighted cases, thanks to a rewrite to a new C++ backend framework
> -  A new class for radial basis function interpolation, `RBFInterpolator`, was
>   added to address issues with the `Rbf` class.
> 
> We gratefully acknowledge the Chan-Zuckerberg Initiative Essential Open Source
> Software for Science program for supporting many of the improvements to
> `scipy.stats`.
> 
> ***************
> New features
> ***************
> 
> `scipy.cluster` improvements
> ======================
> 
> An optional argument, ``seed``, has been added to ``kmeans`` and ``kmeans2`` to
> set the random generator and random state.
> 
> `scipy.interpolate` improvements
> =========================
> 
> Improved input validation and error messages for ``fitpack.bispev`` and
> ``fitpack.parder`` for scenarios that previously caused substantial confusion
> for users.
> 
> The class `RBFInterpolator` was added to supersede the `Rbf` class. The new
> class has usage that more closely follows other interpolator classes, corrects
> sign errors that caused unexpected smoothing behavior, includes polynomial
> terms in the interpolant (which are necessary for some RBF choices), and
> supports interpolation using only the k-nearest neighbors for memory
> efficiency.
> 
> `scipy.linalg` improvements
> =====================
> 
> An LAPACK wrapper was added for access to the ``tgexc`` subroutine.
> 
> `scipy.ndimage` improvements
> =======================
> 
> `scipy.ndimage.affine_transform` is now able to infer the ``output_shape`` from
> the ``out`` array.
> 
> `scipy.optimize` improvements
> =======================
> 
> The optional parameter ``bounds`` was added to
> ``_minimize_neldermead`` to support bounds constraints
> for the Nelder-Mead solver.
> 
> ``trustregion`` methods ``trust-krylov``, ``dogleg`` and ``trust-ncg`` can now
> estimate ``hess`` by finite difference using one of
> ``["2-point", "3-point", "cs"]``.
> 
> ``halton`` was added as a ``sampling_method`` in `scipy.optimize.shgo`.
> ``sobol`` was fixed and is now using `scipy.stats.qmc.Sobol`.
> 
> ``halton`` and ``sobol`` were added as ``init`` methods in
> `scipy.optimize.differential_evolution.`
> 
> ``differential_evolution`` now accepts an ``x0`` parameter to provide an
> initial guess for the minimization.
> 
> ``least_squares`` has a modest performance improvement when SciPy is built
> with Pythran transpiler enabled.
> 
> When ``linprog`` is used with ``method`` ``'highs'``, ``'highs-ipm'``, or
> ``'highs-ds'``, the result object now reports the marginals (AKA shadow
> prices, dual values) and residuals associated with each constraint.
> 
> `scipy.signal` improvements
> =====================
> 
> ``get_window`` supports ``general_cosine`` and ``general_hamming`` window
> functions.
> 
> `scipy.signal.medfilt2d` now releases the GIL where appropriate to enable
> performance gains via multithreaded calculations.
> 
> `scipy.sparse` improvements
> ======================
> 
> Addition of ``dia_matrix`` sparse matrices is now faster.
> 
> 
> `scipy.spatial` improvements
> ======================
> 
> ``distance.cdist`` and ``distance.pdist`` performance has greatly improved for
> certain weighted metrics. Namely: ``minkowski``, ``euclidean``, ``chebyshev``,
> ``canberra``, and ``cityblock``.
> 
> Modest performance improvements for many of the unweighted ``cdist`` and
> ``pdist`` metrics noted above.
> 
> The parameter ``seed`` was added to `scipy.spatial.vq.kmeans` and
> `scipy.spatial.vq.kmeans2`.
> 
> The parameters ``axis`` and ``keepdims`` where added to
> `scipy.spatial.distance.jensenshannon`.
> 
> The ``rotation`` methods ``from_rotvec`` and ``as_rotvec`` now accept a
> ``degrees`` argument to specify usage of degrees instead of radians.
> 
> `scipy.special` improvements
> ======================
> 
> Wright's generalized Bessel function for positive arguments was added as
> `scipy.special.wright_bessel.`
> 
> An implementation of the inverse of the Log CDF of the Normal Distribution is
> now available via `scipy.special.ndtri_exp`.
> 
> `scipy.stats` improvements
> ====================
> 
> Hypothesis Tests
> -----------------------
> 
> The Mann-Whitney-Wilcoxon test, ``mannwhitneyu``, has been rewritten. It now
> supports n-dimensional input, an exact test method when there are no ties,
> and improved documentation. Please see "Other changes" for adjustments to
> default behavior.
> 
> The new function `scipy.stats.binomtest` replaces `scipy.stats.binom_test`. The
> new function returns an object that calculates a confidence intervals of the
> proportion parameter. Also, performance was improved from O(n) to O(log(n)) by
> using binary search.
> 
> The two-sample version of the Cramer-von Mises test is implemented in
> `scipy.stats.cramervonmises_2samp`.
> 
> The Alexander-Govern test is implemented in the new function
> `scipy.stats.alexandergovern`.
> 
> The new functions `scipy.stats.barnard_exact` and  `scipy.stats. boschloo_exact`
> respectively perform Barnard's exact test and Boschloo's exact test
> for 2x2 contingency tables.
> 
> The new function `scipy.stats.page_trend_test` performs Page's test for ordered
> alternatives.
> 
> The new function `scipy.stats.somersd` performs Somers' D test for ordinal
> association between two variables.
> 
> An option, ``permutations``, has been added in `scipy.stats.ttest_ind` to
> perform permutation t-tests. A ``trim`` option was also added to perform
> a trimmed (Yuen's) t-test.
> 
> The ``alternative`` parameter was added to the ``skewtest``, ``kurtosistest``,
> ``ranksums``, ``mood``, ``ansari``, ``linregress``, and ``spearmanr`` functions
> to allow one-sided hypothesis testing.
> 
> Sample statistics
> -----------------------
> 
> The new function `scipy.stats.differential_entropy` estimates the differential
> entropy of a continuous distribution from a sample.
> 
> The ``boxcox`` and ``boxcox_normmax`` now allow the user to control the
> optimizer used to minimize the negative log-likelihood function.
> 
> A new function `scipy.stats.contingency.relative_risk` calculates the
> relative risk, or risk ratio, of a 2x2 contingency table. The object
> returned has a method to compute the confidence interval of the relative risk.
> 
> Performance improvements in the ``skew`` and ``kurtosis`` functions achieved
> by removal of repeated/redundant calculations.
> 
> Substantial performance improvements in `scipy.stats.mstats.hdquantiles_sd`.
> 
> The new function `scipy.stats.contingency.association` computes several
> measures of association for a contingency table: Pearsons contingency
> coefficient, Cramer's V, and Tschuprow's T.
> 
> The parameter ``nan_policy`` was added to `scipy.stats.zmap` to provide options
> for handling the occurrence of ``nan`` in the input data.
> 
> The parameter ``ddof`` was added to `scipy.stats.variation` and
> `scipy.stats.mstats.variation`.
> 
> The parameter ``weights`` was added to `scipy.stats.gmean`.
> 
> Statistical Distributions
> -------------------------------
> 
> We now vendor and leverage the Boost C++ library to address a number of
> previously reported issues in ``stats``. Notably, ``beta``, ``binom``,
> ``nbinom`` now have Boost backends, and it is straightforward to leverage
> the backend for additional functions.
> 
> The skew Cauchy probability distribution has been implemented as
> `scipy.stats.skewcauchy`.
> 
> The Zipfian probability distribution has been implemented as
> `scipy.stats.zipfian`.
> 
> The new distributions ``nchypergeom_fisher`` and ``nchypergeom_wallenius``
> implement the Fisher and Wallenius versions of the noncentral hypergeometric
> distribution, respectively.
> 
> The generalized hyperbolic distribution was added in
> `scipy.stats.genhyperbolic`.
> 
> The studentized range distribution was added in `scipy.stats.studentized_range`.
> 
> `scipy.stats.argus` now has improved handling for small parameter values.
> 
> Better argument handling/preparation has resulted in performance improvements
> for many distributions.
> 
> The ``cosine`` distribution has added ufuncs for ``ppf``, ``cdf``, ``sf``, and
> ``isf`` methods including numerical precision improvements at the edges of the
> support of the distribution.
> 
> An option to fit the distribution to data by the method of moments has been
> added to the ``fit`` method of the univariate continuous distributions.
> 
> Other
> ---------
> `scipy.stats.bootstrap` has been added to allow estimation of the confidence
> interval and standard error of a statistic.
> 
> The new function `scipy.stats.contingency.crosstab` computes a contingency
> table (i.e. a table of counts of unique entries) for the given data.
> 
> `scipy.stats.NumericalInverseHermite` enables fast random variate sampling
> and percentile point function evaluation of an arbitrary univariate statistical
> distribution.
> 
> New `scipy.stats.qmc` module
> -----------------------------------------
> 
> This new module provides Quasi-Monte Carlo (QMC) generators and associated
> helper functions.
> 
> It provides a generic class `scipy.stats.qmc.QMCEngine` which defines a QMC
> engine/sampler. An engine is state aware: it can be continued, advanced and
> reset. 3 base samplers are available:
> 
> -  `scipy.stats.qmc.Sobol` the well known Sobol low discrepancy sequence.
>   Several warnings have been added to guide the user into properly using this
>   sampler. The sequence is scrambled by default.
> -  `scipy.stats.qmc.Halton`: Halton low discrepancy sequence. The sequence is
>   scrambled by default.
> -  `scipy.stats.qmc.LatinHypercube`: plain LHS design.
> 
> And 2 special samplers are available:
> 
> -  `scipy.stats.qmc.MultinomialQMC`: sampling from a multinomial distribution
>   using any of the base `scipy.stats.qmc.QMCEngine`.
> -  `scipy.stats.qmc.MultivariateNormalQMC`: sampling from a multivariate Normal
>   using any of the base `scipy.stats.qmc.QMCEngine`.
> 
> The module also provide the following helpers:
> 
> -  `scipy.stats.qmc.discrepancy`: assess the quality of a set of points in terms
>   of space coverage.
> -  `scipy.stats.qmc.update_discrepancy`: can be used in an optimization loop to
>   construct a good set of points.
> -  `scipy.stats.qmc.scale`: easily scale a set of points from (to) the unit
>   interval to (from) a given range.
> 
> 
> ***********************
> Deprecated features
> ***********************
> 
> `scipy.linalg` deprecations
> ====================
> 
> -  `scipy.linalg.pinv2` is deprecated and its functionality is completely
>   subsumed into `scipy.linalg.pinv`
> -  Both ``rcond``, ``cond`` keywords of `scipy.linalg.pinv` and
>   `scipy.linalg.pinvh` were not working and now are deprecated. They are now
>   replaced with functioning ``atol`` and ``rtol`` keywords with clear usage.
> 
> `scipy.spatial` deprecations
> =====================
> 
> -  `scipy.spatial.distance` metrics expect 1d input vectors but will call
>   ``np.squeeze`` on their inputs to accept any extra length-1 dimensions. That
>   behaviour is now deprecated.
> 
> *****************
> Other changes
> *****************
> 
> We now accept and leverage performance improvements from the ahead-of-time
> Python-to-C++ transpiler, Pythran, which can be optionally disabled (via
> ``export SCIPY_USE_PYTHRAN=0``) but is enabled by default at build time.
> 
> There are two changes to the default behavior of `scipy.stats.mannwhitenyu`:
> 
> -  For years, use of the default ``alternative=None`` was deprecated; explicit
>   ``alternative`` specification was required. Use of the new default value of
>   ``alternative``, "two-sided", is now permitted.
> -  Previously, all p-values were based on an asymptotic approximation. Now, for
>   small samples without ties, the p-values returned are exact by default.
> 
> Support has been added for PEP 621 (project metadata in ``pyproject.toml``)
> 
> We now support a Gitpod environment to reduce the barrier to entry for SciPy
> development; for more details see :ref:`quickstart-gitpod`.
> 
> 
> *********
> Authors
> *********
> 
> * @endolith
> * Jelle Aalbers +
> * Adam +
> * Tania Allard +
> * Sven Baars +
> * Max Balandat +
> * baumgarc +
> * Christoph Baumgarten
> * Peter Bell
> * Lilian Besson
> * Robinson Besson +
> * Max Bolingbroke
> * Blair Bonnett +
> * Jordão Bragantini
> * Harm Buisman +
> * Evgeni Burovski
> * Matthias Bussonnier
> * Dominic C
> * CJ Carey
> * Ramón Casero +
> * Chachay +
> * charlotte12l +
> * Benjamin Curtice Corbett +
> * Falcon Dai +
> * Ian Dall +
> * Terry Davis
> * droussea2001 +
> * DWesl +
> * dwight200 +
> * Thomas J. Fan +
> * Joseph Fox-Rabinovitz
> * Max Frei +
> * Laura Gutierrez Funderburk +
> * gbonomib +
> * Matthias Geier +
> * Pradipta Ghosh +
> * Ralf Gommers
> * Evan H +
> * h-vetinari
> * Matt Haberland
> * Anselm Hahn +
> * Alex Henrie
> * Piet Hessenius +
> * Trever Hines +
> * Elisha Hollander +
> * Stephan Hoyer
> * Tom Hu +
> * Kei Ishikawa +
> * Julien Jerphanion
> * Robert Kern
> * Shashank KS +
> * Peter Mahler Larsen
> * Eric Larson
> * Cheng H. Lee +
> * Gregory R. Lee
> * Jean-Benoist Leger +
> * lgfunderburk +
> * liam-o-marsh +
> * Xingyu Liu +
> * Alex Loftus +
> * Christian Lorentzen +
> * Cong Ma
> * Marc +
> * MarkPundurs +
> * Markus Löning +
> * Liam Marsh +
> * Nicholas McKibben
> * melissawm +
> * Jamie Morton
> * Andrew Nelson
> * Nikola Forró
> * Tor Nordam +
> * Olivier Gauthé +
> * Rohit Pandey +
> * Avanindra Kumar Pandeya +
> * Tirth Patel
> * paugier +
> * Alex H. Wagner, PhD +
> * Jeff Plourde +
> * Ilhan Polat
> * pranavrajpal +
> * Vladyslav Rachek
> * Bharat Raghunathan
> * Recursing +
> * Tyler Reddy
> * Lucas Roberts
> * Gregor Robinson +
> * Pamphile Roy +
> * Atsushi Sakai
> * Benjamin Santos
> * Martin K. Scherer +
> * Thomas Schmelzer +
> * Daniel Scott +
> * Sebastian Wallkötter +
> * serge-sans-paille +
> * Namami Shanker +
> * Masashi Shibata +
> * Alexandre de Siqueira +
> * Albert Steppi +
> * Adam J. Stewart +
> * Kai Striega
> * Diana Sukhoverkhova
> * Søren Fuglede Jørgensen
> * Mike Taves
> * Dan Temkin +
> * Nicolas Tessore +
> * tsubota20 +
> * Robert Uhl
> * christos val +
> * Bas van Beek +
> * Ashutosh Varma +
> * Jose Vazquez +
> * Sebastiano Vigna
> * Aditya Vijaykumar
> * VNMabus
> * Arthur Volant +
> * Samuel Wallan
> * Stefan van der Walt
> * Warren Weckesser
> * Anreas Weh
> * Josh Wilson
> * Rory Yorke
> * Egor Zemlyanoy
> * Marc Zoeller +
> * zoj613 +
> * 秋纫 +
> 
> A total of 126 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 1.7.0
> **************************
> 
> * `#636 <https://github.com/scipy/scipy/issues/636 <https://github.com/scipy/scipy/issues/636>>`__: Statistics Review: mannwhitneyu (Trac #109)
> * `#1346 <https://github.com/scipy/scipy/issues/1346 <https://github.com/scipy/scipy/issues/1346>>`__: signal.medfilt2d should fall back on signal.medfilt for types...
> * `#2118 <https://github.com/scipy/scipy/issues/2118 <https://github.com/scipy/scipy/issues/2118>>`__: Mann-Whitney statistic returns incorrect results (Trac #1593)
> * `#2158 <https://github.com/scipy/scipy/issues/2158 <https://github.com/scipy/scipy/issues/2158>>`__: special.chndtrix (ncx2.ppf) gives wrong results (Trac #1633)
> * `#3284 <https://github.com/scipy/scipy/issues/3284 <https://github.com/scipy/scipy/issues/3284>>`__: build_sphinx weirdness
> * `#3352 <https://github.com/scipy/scipy/issues/3352 <https://github.com/scipy/scipy/issues/3352>>`__: beta distribution sf
> * `#4067 <https://github.com/scipy/scipy/issues/4067 <https://github.com/scipy/scipy/issues/4067>>`__: Mannwhitneyu with arrays full of nan still reports significance
> * `#4080 <https://github.com/scipy/scipy/issues/4080 <https://github.com/scipy/scipy/issues/4080>>`__: entropy in Scipy
> * `#4641 <https://github.com/scipy/scipy/issues/4641 <https://github.com/scipy/scipy/issues/4641>>`__: mstats.mannwhitneyu and stats.mannwhitneyu return inconsistent...
> * `#5122 <https://github.com/scipy/scipy/issues/5122 <https://github.com/scipy/scipy/issues/5122>>`__: scipy.stats.binom.ppf Incorrect for p=0
> * `#5180 <https://github.com/scipy/scipy/issues/5180 <https://github.com/scipy/scipy/issues/5180>>`__: Rbf interpolation - use only K nearest neighbors
> * `#5258 <https://github.com/scipy/scipy/issues/5258 <https://github.com/scipy/scipy/issues/5258>>`__: affine_transform complains about output_shape when output array...
> * `#5562 <https://github.com/scipy/scipy/issues/5562 <https://github.com/scipy/scipy/issues/5562>>`__: Wishart degrees of freedom should be $v > p-1$ instead of $v...
> * `#5933 <https://github.com/scipy/scipy/issues/5933 <https://github.com/scipy/scipy/issues/5933>>`__: mstats_basic.py - mannwhitneyu [scipy/scipy/stats/mstats_basic.py]
> * `#6409 <https://github.com/scipy/scipy/issues/6409 <https://github.com/scipy/scipy/issues/6409>>`__: _unequal_var_ttest_denom causes ZeroDivisionError in early samples
> * `#6682 <https://github.com/scipy/scipy/issues/6682 <https://github.com/scipy/scipy/issues/6682>>`__: negative binomial survival function is imprecise
> * `#6897 <https://github.com/scipy/scipy/issues/6897 <https://github.com/scipy/scipy/issues/6897>>`__: scipy.stats.mannwhitneyu of empty sets gives p=0.0 and does not...
> * `#7303 <https://github.com/scipy/scipy/issues/7303 <https://github.com/scipy/scipy/issues/7303>>`__: stats.describe with nan_policy=omit returns matrix-wide minmax...
> * `#7406 <https://github.com/scipy/scipy/issues/7406 <https://github.com/scipy/scipy/issues/7406>>`__: scipy.stats.binom.ppf returns nan for q between 0 and 1 if n...
> * `#7437 <https://github.com/scipy/scipy/issues/7437 <https://github.com/scipy/scipy/issues/7437>>`__: ENH: add skewed Cauchy distribution to stats
> * `#7542 <https://github.com/scipy/scipy/issues/7542 <https://github.com/scipy/scipy/issues/7542>>`__: DOC: stats tutorials: Questions on arcsine and Student t formulae
> * `#7593 <https://github.com/scipy/scipy/issues/7593 <https://github.com/scipy/scipy/issues/7593>>`__: Meaning of \`tol\` argument in \`scipy.optimize.minimize\` is...
> * `#8565 <https://github.com/scipy/scipy/issues/8565 <https://github.com/scipy/scipy/issues/8565>>`__: Error in SmoothSphereBivariateSpline(): "ValueError: Error code...
> * `#8665 <https://github.com/scipy/scipy/issues/8665 <https://github.com/scipy/scipy/issues/8665>>`__: \`scipy.ncx2.sf\` should be monotone decreasing
> * `#8836 <https://github.com/scipy/scipy/issues/8836 <https://github.com/scipy/scipy/issues/8836>>`__: scipy.optimize.linprog(method='simplex') needs to return duals
> * `#9184 <https://github.com/scipy/scipy/issues/9184 <https://github.com/scipy/scipy/issues/9184>>`__: Mann-Whitney implementation wrong?
> * `#9450 <https://github.com/scipy/scipy/issues/9450 <https://github.com/scipy/scipy/issues/9450>>`__: allow seeding of init methods in vq.kmeans2
> * `#9704 <https://github.com/scipy/scipy/issues/9704 <https://github.com/scipy/scipy/issues/9704>>`__: RectSphereBivariateSpline fails for negative longitude
> * `#9836 <https://github.com/scipy/scipy/issues/9836 <https://github.com/scipy/scipy/issues/9836>>`__: scipy.stats.rice gives incorrect results when s is very low compared...
> * `#9904 <https://github.com/scipy/scipy/issues/9904 <https://github.com/scipy/scipy/issues/9904>>`__: Request/Proposal: Greatly improve scipy.interpolate.Rbf
> * `#9981 <https://github.com/scipy/scipy/issues/9981 <https://github.com/scipy/scipy/issues/9981>>`__: stats.kruskal : add a warning for an input with 2 or more columns
> * `#10358 <https://github.com/scipy/scipy/issues/10358 <https://github.com/scipy/scipy/issues/10358>>`__: DOC: linprog and linear_sum_assignment tutorials needed
> * `#10908 <https://github.com/scipy/scipy/issues/10908 <https://github.com/scipy/scipy/issues/10908>>`__: Nakami fitting doesn't converge (scipy.stats)
> * `#10933 <https://github.com/scipy/scipy/issues/10933 <https://github.com/scipy/scipy/issues/10933>>`__: Add scaled inverse chi2 distribution
> * `#11014 <https://github.com/scipy/scipy/issues/11014 <https://github.com/scipy/scipy/issues/11014>>`__: Barnard's Test for More Powerful Hypothesis Testing of 2x2 Contingency...
> * `#11050 <https://github.com/scipy/scipy/issues/11050 <https://github.com/scipy/scipy/issues/11050>>`__: Feature request: Nelder-Mead with bounds
> * `#11086 <https://github.com/scipy/scipy/issues/11086 <https://github.com/scipy/scipy/issues/11086>>`__: scipy.stats.skew doesn't work correctly for float point numbers
> * `#11113 <https://github.com/scipy/scipy/issues/11113 <https://github.com/scipy/scipy/issues/11113>>`__: inconsistent result from ttest_ind and mannwhitneyu when used...
> * `#11134 <https://github.com/scipy/scipy/issues/11134 <https://github.com/scipy/scipy/issues/11134>>`__: Wrong confidence interval for binomial distribution with p=0
> * `#11325 <https://github.com/scipy/scipy/issues/11325 <https://github.com/scipy/scipy/issues/11325>>`__: Add axis parameter for scipy.spatial.distance.jensenshannon
> * `#11474 <https://github.com/scipy/scipy/issues/11474 <https://github.com/scipy/scipy/issues/11474>>`__: scipy.stats.skellam.cdf(0) returns 0 for large mu1 = mu2
> * `#11523 <https://github.com/scipy/scipy/issues/11523 <https://github.com/scipy/scipy/issues/11523>>`__: scipy.stats.zipf doesn't implement zipf distribution
> * `#11848 <https://github.com/scipy/scipy/issues/11848 <https://github.com/scipy/scipy/issues/11848>>`__: How to get Lagrange / lambda multipliers out of 'linprog' optimize...
> * `#11909 <https://github.com/scipy/scipy/issues/11909 <https://github.com/scipy/scipy/issues/11909>>`__: Enable bounds for lambda in boxcox
> * `#12118 <https://github.com/scipy/scipy/issues/12118 <https://github.com/scipy/scipy/issues/12118>>`__: Docstring missing defaults
> * `#12132 <https://github.com/scipy/scipy/issues/12132 <https://github.com/scipy/scipy/issues/12132>>`__: Slow tests to be trimmed or moved to test('full')
> * `#12230 <https://github.com/scipy/scipy/issues/12230 <https://github.com/scipy/scipy/issues/12230>>`__: Dendrogram: enable leaves labelling with 'labels' when using...
> * `#12282 <https://github.com/scipy/scipy/issues/12282 <https://github.com/scipy/scipy/issues/12282>>`__: scipy.stats.chisquare test does not check that observed and expected...
> * `#12298 <https://github.com/scipy/scipy/issues/12298 <https://github.com/scipy/scipy/issues/12298>>`__: BUG: fmin_powell missing squeeze in 1.5.0rc
> * `#12403 <https://github.com/scipy/scipy/issues/12403 <https://github.com/scipy/scipy/issues/12403>>`__: Add nan_policy to stats.zmap
> * `#12518 <https://github.com/scipy/scipy/issues/12518 <https://github.com/scipy/scipy/issues/12518>>`__: Null hypothesis of Kolmogorov Smirnov test is not correctly described
> * `#12534 <https://github.com/scipy/scipy/issues/12534 <https://github.com/scipy/scipy/issues/12534>>`__: Feature request: scipy.linalg.norm to deal with 0-size array
> * `#12622 <https://github.com/scipy/scipy/issues/12622 <https://github.com/scipy/scipy/issues/12622>>`__: scipy.interpolate.interpn docstring example
> * `#12635 <https://github.com/scipy/scipy/issues/12635 <https://github.com/scipy/scipy/issues/12635>>`__: scipy.stats.beta.ppf gives unexpexted results
> * `#12669 <https://github.com/scipy/scipy/issues/12669 <https://github.com/scipy/scipy/issues/12669>>`__: Median-averaging of complex CSDs
> * `#12731 <https://github.com/scipy/scipy/issues/12731 <https://github.com/scipy/scipy/issues/12731>>`__: stats.ncx2.cdf fails for nc >> x >> 1
> * `#12778 <https://github.com/scipy/scipy/issues/12778 <https://github.com/scipy/scipy/issues/12778>>`__: Confusing documentation of scipy.stats.weightedtau
> * `#12794 <https://github.com/scipy/scipy/issues/12794 <https://github.com/scipy/scipy/issues/12794>>`__: [Bug] The result of stats.beta.isf is inconsistent with stats.beta.sf
> * `#12837 <https://github.com/scipy/scipy/issues/12837 <https://github.com/scipy/scipy/issues/12837>>`__: stats.mannwhitneyu could support arrays
> * `#12868 <https://github.com/scipy/scipy/issues/12868 <https://github.com/scipy/scipy/issues/12868>>`__: Vector-valued interpolation in \`interp2d\`
> * `#12922 <https://github.com/scipy/scipy/issues/12922 <https://github.com/scipy/scipy/issues/12922>>`__: Minimize with trust-constr method leads to TypeError if option...
> * `#12929 <https://github.com/scipy/scipy/issues/12929 <https://github.com/scipy/scipy/issues/12929>>`__: The use of starred expressions to create data detracts from understanding...
> * `#12965 <https://github.com/scipy/scipy/issues/12965 <https://github.com/scipy/scipy/issues/12965>>`__: domain of argument of scipy.interpolate.RectSphereBivariateSpline(u,...
> * `#13025 <https://github.com/scipy/scipy/issues/13025 <https://github.com/scipy/scipy/issues/13025>>`__: Generalized Hyperbolic Distribution
> * `#13090 <https://github.com/scipy/scipy/issues/13090 <https://github.com/scipy/scipy/issues/13090>>`__: Broken link in doc for signal.max_len_seq
> * `#13101 <https://github.com/scipy/scipy/issues/13101 <https://github.com/scipy/scipy/issues/13101>>`__: MAINT: Upgrade python version in docker file
> * `#13158 <https://github.com/scipy/scipy/issues/13158 <https://github.com/scipy/scipy/issues/13158>>`__: \`signal.get_window()\` has a missing doc link and cannot get...
> * `#13173 <https://github.com/scipy/scipy/issues/13173 <https://github.com/scipy/scipy/issues/13173>>`__: Uninformative error message from bisplev function
> * `#13234 <https://github.com/scipy/scipy/issues/13234 <https://github.com/scipy/scipy/issues/13234>>`__: BUG: stats: Wrong shape of burr.moment() and fisk.moment() when...
> * `#13242 <https://github.com/scipy/scipy/issues/13242 <https://github.com/scipy/scipy/issues/13242>>`__: Does kmeans "drop" clusters?
> * `#13243 <https://github.com/scipy/scipy/issues/13243 <https://github.com/scipy/scipy/issues/13243>>`__: tgsen uses an output argument for computing a default argument
> * `#13245 <https://github.com/scipy/scipy/issues/13245 <https://github.com/scipy/scipy/issues/13245>>`__: Kurtosis returning 1 for array of same elements
> * `#13257 <https://github.com/scipy/scipy/issues/13257 <https://github.com/scipy/scipy/issues/13257>>`__: GitHub Actions test failures for MacOS
> * `#13272 <https://github.com/scipy/scipy/issues/13272 <https://github.com/scipy/scipy/issues/13272>>`__: scipy.stats.yeojohnson_llf doc mistake
> * `#13280 <https://github.com/scipy/scipy/issues/13280 <https://github.com/scipy/scipy/issues/13280>>`__: Wrong results with hypergeom cdf
> * `#13285 <https://github.com/scipy/scipy/issues/13285 <https://github.com/scipy/scipy/issues/13285>>`__: description correction in scipy.stats.t
> * `#13287 <https://github.com/scipy/scipy/issues/13287 <https://github.com/scipy/scipy/issues/13287>>`__: Generate binomial CDF with mu instead of prob
> * `#13294 <https://github.com/scipy/scipy/issues/13294 <https://github.com/scipy/scipy/issues/13294>>`__: BUG: stats: wrong bounds returned by 'support' method for distributions...
> * `#13299 <https://github.com/scipy/scipy/issues/13299 <https://github.com/scipy/scipy/issues/13299>>`__: Typing for scipy.spatial
> * `#13300 <https://github.com/scipy/scipy/issues/13300 <https://github.com/scipy/scipy/issues/13300>>`__: Add a single individual to a latinhypercube initial population...
> * `#13311 <https://github.com/scipy/scipy/issues/13311 <https://github.com/scipy/scipy/issues/13311>>`__: MAINT: pavement.py PYVER is outdated
> * `#13339 <https://github.com/scipy/scipy/issues/13339 <https://github.com/scipy/scipy/issues/13339>>`__: savemat discards dimension information if any dimension is zero
> * `#13341 <https://github.com/scipy/scipy/issues/13341 <https://github.com/scipy/scipy/issues/13341>>`__: add scipy.stats.variation with an ddof parameter
> * `#13353 <https://github.com/scipy/scipy/issues/13353 <https://github.com/scipy/scipy/issues/13353>>`__: Documentation: in scipy.stats.johnsonsu, parameter \`a\` can...
> * `#13405 <https://github.com/scipy/scipy/issues/13405 <https://github.com/scipy/scipy/issues/13405>>`__: TST: add a few tests for sparse BSR ctor
> * `#13410 <https://github.com/scipy/scipy/issues/13410 <https://github.com/scipy/scipy/issues/13410>>`__: BUG: skew for empty array raises
> * `#13417 <https://github.com/scipy/scipy/issues/13417 <https://github.com/scipy/scipy/issues/13417>>`__: 10,000 times speedup for generating random numbers from the cosine...
> * `#13440 <https://github.com/scipy/scipy/issues/13440 <https://github.com/scipy/scipy/issues/13440>>`__: python runtest.py -t path-to-test.py failed
> * `#13454 <https://github.com/scipy/scipy/issues/13454 <https://github.com/scipy/scipy/issues/13454>>`__: Scipy cosine distance can be greater than 2
> * `#13459 <https://github.com/scipy/scipy/issues/13459 <https://github.com/scipy/scipy/issues/13459>>`__: Broken link in cramervonmises documentation
> * `#13494 <https://github.com/scipy/scipy/issues/13494 <https://github.com/scipy/scipy/issues/13494>>`__: One-word typo in the documentation of optimize.linprog_simplex
> * `#13501 <https://github.com/scipy/scipy/issues/13501 <https://github.com/scipy/scipy/issues/13501>>`__: minimize using Powell methods with Bounds leads to "TypeError:...
> * `#13509 <https://github.com/scipy/scipy/issues/13509 <https://github.com/scipy/scipy/issues/13509>>`__: signal.medfilt2d vs ndimage.median_filter
> * `#13511 <https://github.com/scipy/scipy/issues/13511 <https://github.com/scipy/scipy/issues/13511>>`__: DOC: error in description of "direc" parameter of "fmin_powell"
> * `#13526 <https://github.com/scipy/scipy/issues/13526 <https://github.com/scipy/scipy/issues/13526>>`__: TST: stats: intermittent \`test_ttest_ind_randperm_alternative2...
> * `#13536 <https://github.com/scipy/scipy/issues/13536 <https://github.com/scipy/scipy/issues/13536>>`__: \`_within_tolerance\` seems an unnecessary repetition of \`numpy.isclose\`
> * `#13540 <https://github.com/scipy/scipy/issues/13540 <https://github.com/scipy/scipy/issues/13540>>`__: missing python 3.8 manylinux wheels on scipy-wheels-nightly
> * `#13559 <https://github.com/scipy/scipy/issues/13559 <https://github.com/scipy/scipy/issues/13559>>`__: shape error in linprog with revised simplex
> * `#13587 <https://github.com/scipy/scipy/issues/13587 <https://github.com/scipy/scipy/issues/13587>>`__: binned_statistic unreliable with single precision
> * `#13589 <https://github.com/scipy/scipy/issues/13589 <https://github.com/scipy/scipy/issues/13589>>`__: Better argument preparation for distributions in stats package.
> * `#13602 <https://github.com/scipy/scipy/issues/13602 <https://github.com/scipy/scipy/issues/13602>>`__: The crystallball distribution entropy is sometimes minus infinity
> * `#13606 <https://github.com/scipy/scipy/issues/13606 <https://github.com/scipy/scipy/issues/13606>>`__: MAINT: mypy: some typing errors while running mypy + adding mypy...
> * `#13608 <https://github.com/scipy/scipy/issues/13608 <https://github.com/scipy/scipy/issues/13608>>`__: Why does stats.binned_statistic_2d convert its values argument...
> * `#13609 <https://github.com/scipy/scipy/issues/13609 <https://github.com/scipy/scipy/issues/13609>>`__: BUG: SciPy pip install -e gets unusable version spec
> * `#13610 <https://github.com/scipy/scipy/issues/13610 <https://github.com/scipy/scipy/issues/13610>>`__: Highs solver did not provide a solution nor did it report a failure
> * `#13614 <https://github.com/scipy/scipy/issues/13614 <https://github.com/scipy/scipy/issues/13614>>`__: BUG: invgauss.cdf should return the correct value when \`mu\`...
> * `#13628 <https://github.com/scipy/scipy/issues/13628 <https://github.com/scipy/scipy/issues/13628>>`__: 1-letter typo in the definition of scipy.special.spence function...
> * `#13634 <https://github.com/scipy/scipy/issues/13634 <https://github.com/scipy/scipy/issues/13634>>`__: mmwrite fails on dense, skew-symmetric array
> * `#13646 <https://github.com/scipy/scipy/issues/13646 <https://github.com/scipy/scipy/issues/13646>>`__: Sparse matrix argmax() integer overflow on Windows 10
> * `#13647 <https://github.com/scipy/scipy/issues/13647 <https://github.com/scipy/scipy/issues/13647>>`__: \`scipy.stats.qmc.LatinHypercube\` cannot sample single sample...
> * `#13651 <https://github.com/scipy/scipy/issues/13651 <https://github.com/scipy/scipy/issues/13651>>`__: Documentation wrong in scipy.linalg.eigvalsh
> * `#13664 <https://github.com/scipy/scipy/issues/13664 <https://github.com/scipy/scipy/issues/13664>>`__: BUG: gamma distribution's inverse survival function overflows...
> * `#13693 <https://github.com/scipy/scipy/issues/13693 <https://github.com/scipy/scipy/issues/13693>>`__: BUG: sokalmichener appears to incorrectly apply weights
> * `#13697 <https://github.com/scipy/scipy/issues/13697 <https://github.com/scipy/scipy/issues/13697>>`__: BUG: stats: Spurious warning generated by arcsine.pdf at the...
> * `#13704 <https://github.com/scipy/scipy/issues/13704 <https://github.com/scipy/scipy/issues/13704>>`__: Make it possible to pass a rank cut-off value relatively to the...
> * `#13707 <https://github.com/scipy/scipy/issues/13707 <https://github.com/scipy/scipy/issues/13707>>`__: Kullback Leibler Divergence broadcasting no longer works
> * `#13740 <https://github.com/scipy/scipy/issues/13740 <https://github.com/scipy/scipy/issues/13740>>`__: Scipy.optimize x0 out of bounds when it is within bounds.
> * `#13744 <https://github.com/scipy/scipy/issues/13744 <https://github.com/scipy/scipy/issues/13744>>`__: scipy.interpolate.interp1d has inconsistent behavior for non-unique...
> * `#13754 <https://github.com/scipy/scipy/issues/13754 <https://github.com/scipy/scipy/issues/13754>>`__: optimize.minimize 'trust' methods and finite difference Hessian...
> * `#13762 <https://github.com/scipy/scipy/issues/13762 <https://github.com/scipy/scipy/issues/13762>>`__: MAINT, TST: aarch64 stats test failures showing up in wheels...
> * `#13769 <https://github.com/scipy/scipy/issues/13769 <https://github.com/scipy/scipy/issues/13769>>`__: probplot draws fit line even when fit=False
> * `#13791 <https://github.com/scipy/scipy/issues/13791 <https://github.com/scipy/scipy/issues/13791>>`__: BUG: stats: wrapcauchy.cdf does not broadcast the shape parameter...
> * `#13793 <https://github.com/scipy/scipy/issues/13793 <https://github.com/scipy/scipy/issues/13793>>`__: CI: CircleCI doc build failure
> * `#13840 <https://github.com/scipy/scipy/issues/13840 <https://github.com/scipy/scipy/issues/13840>>`__: manylinux1 builds are failing because of C99 usage in \`special/_cosine.c\`
> * `#13850 <https://github.com/scipy/scipy/issues/13850 <https://github.com/scipy/scipy/issues/13850>>`__: CI: Homebrew is failing due to bintray
> * `#13875 <https://github.com/scipy/scipy/issues/13875 <https://github.com/scipy/scipy/issues/13875>>`__: BUG: chi2_contingency with Yates correction
> * `#13878 <https://github.com/scipy/scipy/issues/13878 <https://github.com/scipy/scipy/issues/13878>>`__: BUG: \`signal.get_window\` argument handling issue
> * `#13880 <https://github.com/scipy/scipy/issues/13880 <https://github.com/scipy/scipy/issues/13880>>`__: Remove all usages of numpy.compat
> * `#13896 <https://github.com/scipy/scipy/issues/13896 <https://github.com/scipy/scipy/issues/13896>>`__: Boschloo's Test for More Powerful Hypothesis Testing of 2x2 Contingency...
> * `#13923 <https://github.com/scipy/scipy/issues/13923 <https://github.com/scipy/scipy/issues/13923>>`__: Inverse of Log CDF of Normal Distribution
> * `#13933 <https://github.com/scipy/scipy/issues/13933 <https://github.com/scipy/scipy/issues/13933>>`__: \`signal.get_window\` does not support \`general_cosine\` and...
> * `#13950 <https://github.com/scipy/scipy/issues/13950 <https://github.com/scipy/scipy/issues/13950>>`__: DOC: scipy.spatial.KDTree.query
> * `#13969 <https://github.com/scipy/scipy/issues/13969 <https://github.com/scipy/scipy/issues/13969>>`__: N=4 must not exceed M=3
> * `#13970 <https://github.com/scipy/scipy/issues/13970 <https://github.com/scipy/scipy/issues/13970>>`__: Pearson's original paper on chi-square test could be referenced.
> * `#13984 <https://github.com/scipy/scipy/issues/13984 <https://github.com/scipy/scipy/issues/13984>>`__: Faster addition of sparse diagonal matrices
> * `#13988 <https://github.com/scipy/scipy/issues/13988 <https://github.com/scipy/scipy/issues/13988>>`__: An error occurred when using scipy.io.wavfile of scipy 1.6 version...
> * `#13997 <https://github.com/scipy/scipy/issues/13997 <https://github.com/scipy/scipy/issues/13997>>`__: BUG: sparse: Incorrect result from \`dia_matrix.diagonal()\`
> * `#14005 <https://github.com/scipy/scipy/issues/14005 <https://github.com/scipy/scipy/issues/14005>>`__: MAINT: optimize: \`curve_fit\` input error msg can be improved.
> * `#14038 <https://github.com/scipy/scipy/issues/14038 <https://github.com/scipy/scipy/issues/14038>>`__: MAINT: add type annotations for _sobol.pyx
> * `#14048 <https://github.com/scipy/scipy/issues/14048 <https://github.com/scipy/scipy/issues/14048>>`__: DOC: missing git submodule information
> * `#14055 <https://github.com/scipy/scipy/issues/14055 <https://github.com/scipy/scipy/issues/14055>>`__: linalg.solve: Unclear error when using assume_a='her' with real...
> * `#14093 <https://github.com/scipy/scipy/issues/14093 <https://github.com/scipy/scipy/issues/14093>>`__: DOC: Inconsistency in the definition of default values in the...
> * `#14158 <https://github.com/scipy/scipy/issues/14158 <https://github.com/scipy/scipy/issues/14158>>`__: TST, BUG: test_rbfinterp.py -- test_interpolation_misfit_1d fails...
> * `#14170 <https://github.com/scipy/scipy/issues/14170 <https://github.com/scipy/scipy/issues/14170>>`__: TST: signal submodule test_filtfilt_gust failing on 32-bit amd64...
> * `#14194 <https://github.com/scipy/scipy/issues/14194 <https://github.com/scipy/scipy/issues/14194>>`__: MAINT: download-wheels.py missing import
> * `#14199 <https://github.com/scipy/scipy/issues/14199 <https://github.com/scipy/scipy/issues/14199>>`__: Generated sources for biasedurn extension are broken in 1.7.0rc1
> 
> 
> **************************
> Pull requests for 1.7.0
> **************************
> 
> * `#4824 <https://github.com/scipy/scipy/pull/4824 <https://github.com/scipy/scipy/pull/4824>>`__: Permutation Ttest (new PR)
> * `#4933 <https://github.com/scipy/scipy/pull/4933 <https://github.com/scipy/scipy/pull/4933>>`__: ENH: Update the Mann-Whitney-Wilcoxon test
> * `#7702 <https://github.com/scipy/scipy/pull/7702 <https://github.com/scipy/scipy/pull/7702>>`__: ENH: stats: Add Skewed Cauchy Distribution
> * `#8306 <https://github.com/scipy/scipy/pull/8306 <https://github.com/scipy/scipy/pull/8306>>`__: Optional Pythran support for scipy.signal.max_len_seq_inner
> * `#10170 <https://github.com/scipy/scipy/pull/10170 <https://github.com/scipy/scipy/pull/10170>>`__: MAINT: stats: Implement cdf and ppf as ufuncs for the cosine...
> * `#10454 <https://github.com/scipy/scipy/pull/10454 <https://github.com/scipy/scipy/pull/10454>>`__: ENH: Extend find_peaks_cwt to take numbers and iterables for...
> * `#10844 <https://github.com/scipy/scipy/pull/10844 <https://github.com/scipy/scipy/pull/10844>>`__: ENH: add stats.qmc module with quasi Monte Carlo functionality
> * `#11313 <https://github.com/scipy/scipy/pull/11313 <https://github.com/scipy/scipy/pull/11313>>`__: ENH: add Wright's generalized Bessel function
> * `#11352 <https://github.com/scipy/scipy/pull/11352 <https://github.com/scipy/scipy/pull/11352>>`__: ENH: stats: Add crosstab function.
> * `#11477 <https://github.com/scipy/scipy/pull/11477 <https://github.com/scipy/scipy/pull/11477>>`__: FIX: bounded parameter in cdfchn.f gives bad results
> * `#11695 <https://github.com/scipy/scipy/pull/11695 <https://github.com/scipy/scipy/pull/11695>>`__: ENH: stats: add method of moments to \`rv_continuous.fit\`
> * `#11911 <https://github.com/scipy/scipy/pull/11911 <https://github.com/scipy/scipy/pull/11911>>`__: ENH: Added bounds to boxcox and boxcox_normmax
> * `#12438 <https://github.com/scipy/scipy/pull/12438 <https://github.com/scipy/scipy/pull/12438>>`__: BUG: use ellipkm1 in elliptical filter design to prevent numerical...
> * `#12531 <https://github.com/scipy/scipy/pull/12531 <https://github.com/scipy/scipy/pull/12531>>`__: ENH: stats: add Page's L test
> * `#12603 <https://github.com/scipy/scipy/pull/12603 <https://github.com/scipy/scipy/pull/12603>>`__: ENH: stats: Add \`binomtest\` to replace \`binom_test\`.
> * `#12653 <https://github.com/scipy/scipy/pull/12653 <https://github.com/scipy/scipy/pull/12653>>`__: ENH: stats: add Somers' D test
> * `#12676 <https://github.com/scipy/scipy/pull/12676 <https://github.com/scipy/scipy/pull/12676>>`__: BUG: update median averaging in signal.csd
> * `#12760 <https://github.com/scipy/scipy/pull/12760 <https://github.com/scipy/scipy/pull/12760>>`__: BUG: special: erfinv(x<<1) loses precision
> * `#12801 <https://github.com/scipy/scipy/pull/12801 <https://github.com/scipy/scipy/pull/12801>>`__: ENH: Add single-sided p-values to remaining spearmanr and linregress
> * `#12873 <https://github.com/scipy/scipy/pull/12873 <https://github.com/scipy/scipy/pull/12873>>`__: ENH: Stats: add Alexander Govern Test
> * `#13008 <https://github.com/scipy/scipy/pull/13008 <https://github.com/scipy/scipy/pull/13008>>`__: ENH: Add 'alternative' to functions using normal CDF for p-value
> * `#13040 <https://github.com/scipy/scipy/pull/13040 <https://github.com/scipy/scipy/pull/13040>>`__: BUG: Allow RectSphereBivariateSpline to accept negative longitude
> * `#13048 <https://github.com/scipy/scipy/pull/13048 <https://github.com/scipy/scipy/pull/13048>>`__: ENH: stats: Add a function that computes the relative risk.
> * `#13067 <https://github.com/scipy/scipy/pull/13067 <https://github.com/scipy/scipy/pull/13067>>`__: ENH: Add weights parameter to stats.gmean
> * `#13084 <https://github.com/scipy/scipy/pull/13084 <https://github.com/scipy/scipy/pull/13084>>`__: ENH: fast Hankel transform
> * `#13104 <https://github.com/scipy/scipy/pull/13104 <https://github.com/scipy/scipy/pull/13104>>`__: MAINT: upgrade python version (drop python 3.6) for docker dev...
> * `#13153 <https://github.com/scipy/scipy/pull/13153 <https://github.com/scipy/scipy/pull/13153>>`__: ENH: added association measurements Pearsons Contingency Coefficient,...
> * `#13166 <https://github.com/scipy/scipy/pull/13166 <https://github.com/scipy/scipy/pull/13166>>`__: ENH: stats: Add nan_policy to zmap.
> * `#13175 <https://github.com/scipy/scipy/pull/13175 <https://github.com/scipy/scipy/pull/13175>>`__: MAINT: tests for tall cost matrices in \`linear_sum_assignment\`
> * `#13177 <https://github.com/scipy/scipy/pull/13177 <https://github.com/scipy/scipy/pull/13177>>`__: BUG: raise NotImplementedError in fourier_ellipsoid when ndim...
> * `#13184 <https://github.com/scipy/scipy/pull/13184 <https://github.com/scipy/scipy/pull/13184>>`__: BUG: stats: Fix min and max calculation of mstats.describe with...
> * `#13188 <https://github.com/scipy/scipy/pull/13188 <https://github.com/scipy/scipy/pull/13188>>`__: DOC: stats: make null and alternative hypotheses of kstest more...
> * `#13193 <https://github.com/scipy/scipy/pull/13193 <https://github.com/scipy/scipy/pull/13193>>`__: MAINT: stats: chisquare check sum of observed/expected frequencies
> * `#13197 <https://github.com/scipy/scipy/pull/13197 <https://github.com/scipy/scipy/pull/13197>>`__: ENH/MAINT: HiGHS upstream enhancements and bug fixes
> * `#13198 <https://github.com/scipy/scipy/pull/13198 <https://github.com/scipy/scipy/pull/13198>>`__: ENH: allow inference of output_shape from out array in affine_transform
> * `#13204 <https://github.com/scipy/scipy/pull/13204 <https://github.com/scipy/scipy/pull/13204>>`__: ENH: stats: add Zipfian (different from Zipf/zeta) distribution
> * `#13208 <https://github.com/scipy/scipy/pull/13208 <https://github.com/scipy/scipy/pull/13208>>`__: REL: set version to 1.7.0.dev0
> * `#13216 <https://github.com/scipy/scipy/pull/13216 <https://github.com/scipy/scipy/pull/13216>>`__: TST: stats: break up and mark slow tests
> * `#13224 <https://github.com/scipy/scipy/pull/13224 <https://github.com/scipy/scipy/pull/13224>>`__: Update docs for the weighted τ
> * `#13230 <https://github.com/scipy/scipy/pull/13230 <https://github.com/scipy/scipy/pull/13230>>`__: ENH: linalg: Add LAPACK wrapper for tgexc.
> * `#13232 <https://github.com/scipy/scipy/pull/13232 <https://github.com/scipy/scipy/pull/13232>>`__: MAINT: stats: raise error when input to kruskal has >1 dim
> * `#13233 <https://github.com/scipy/scipy/pull/13233 <https://github.com/scipy/scipy/pull/13233>>`__: DOC: stats: fix MGF of arcsine and entropy of t in tutorial
> * `#13236 <https://github.com/scipy/scipy/pull/13236 <https://github.com/scipy/scipy/pull/13236>>`__: MAINT: reorganize shared linear assignment tests
> * `#13237 <https://github.com/scipy/scipy/pull/13237 <https://github.com/scipy/scipy/pull/13237>>`__: BENCH: Refactor stats.Distribution to easily add new distributions
> * `#13238 <https://github.com/scipy/scipy/pull/13238 <https://github.com/scipy/scipy/pull/13238>>`__: BUG: stats: fix wrong shape output of burr and fisk distributions
> * `#13240 <https://github.com/scipy/scipy/pull/13240 <https://github.com/scipy/scipy/pull/13240>>`__: MAINT: add tests of trivial cost matrices for linear sum assignment
> * `#13252 <https://github.com/scipy/scipy/pull/13252 <https://github.com/scipy/scipy/pull/13252>>`__: DOC: optimize: add \`optimize.linear_sum_assignment\` tutorial.
> * `#13254 <https://github.com/scipy/scipy/pull/13254 <https://github.com/scipy/scipy/pull/13254>>`__: BUG: Fix precision issues for constant input in skew and kurtosis
> * `#13262 <https://github.com/scipy/scipy/pull/13262 <https://github.com/scipy/scipy/pull/13262>>`__: BUG: scipy.medfilt and .medfilt2d fixes
> * `#13263 <https://github.com/scipy/scipy/pull/13263 <https://github.com/scipy/scipy/pull/13263>>`__: ENH: add Cramer-von Mises test for two samples
> * `#13264 <https://github.com/scipy/scipy/pull/13264 <https://github.com/scipy/scipy/pull/13264>>`__: fix a minor typo in \`stats.anderson\` doc
> * `#13268 <https://github.com/scipy/scipy/pull/13268 <https://github.com/scipy/scipy/pull/13268>>`__: ENH: stats: Add implementation of _entropy for the t distr.
> * `#13273 <https://github.com/scipy/scipy/pull/13273 <https://github.com/scipy/scipy/pull/13273>>`__: DOC: stats: fix typo in Yeo-Johnson LL function documentation
> * `#13275 <https://github.com/scipy/scipy/pull/13275 <https://github.com/scipy/scipy/pull/13275>>`__: MAINT: stats: Correct a comment in the _fitstart method of gamma.
> * `#13283 <https://github.com/scipy/scipy/pull/13283 <https://github.com/scipy/scipy/pull/13283>>`__: BUG: stats: fix the cdf method of rv_discrete class
> * `#13286 <https://github.com/scipy/scipy/pull/13286 <https://github.com/scipy/scipy/pull/13286>>`__: DOC: stats: clairify rv_continuous/discrete.stats example
> * `#13288 <https://github.com/scipy/scipy/pull/13288 <https://github.com/scipy/scipy/pull/13288>>`__: DOC: stats: discrete distribution shape parameter restrictions
> * `#13289 <https://github.com/scipy/scipy/pull/13289 <https://github.com/scipy/scipy/pull/13289>>`__: MAINT: fix a build warning in sigtoolsmodule.c
> * `#13290 <https://github.com/scipy/scipy/pull/13290 <https://github.com/scipy/scipy/pull/13290>>`__: DOC: Expand the discussion of the nan_policy API.
> * `#13291 <https://github.com/scipy/scipy/pull/13291 <https://github.com/scipy/scipy/pull/13291>>`__: MAINT: signal, stats: Use keepdims where appropriate.
> * `#13292 <https://github.com/scipy/scipy/pull/13292 <https://github.com/scipy/scipy/pull/13292>>`__: DOC: stats: note another common parameterization of nbinom
> * `#13293 <https://github.com/scipy/scipy/pull/13293 <https://github.com/scipy/scipy/pull/13293>>`__: DOC: Change broken link for default values to archived link
> * `#13295 <https://github.com/scipy/scipy/pull/13295 <https://github.com/scipy/scipy/pull/13295>>`__: BUG: stats: fix the support method to return correct bounds
> * `#13296 <https://github.com/scipy/scipy/pull/13296 <https://github.com/scipy/scipy/pull/13296>>`__: DOC: stats: Fix latex markup in the kstwo docstring.
> * `#13297 <https://github.com/scipy/scipy/pull/13297 <https://github.com/scipy/scipy/pull/13297>>`__: TST: mark kde.logpdf overflow test as xslow
> * `#13298 <https://github.com/scipy/scipy/pull/13298 <https://github.com/scipy/scipy/pull/13298>>`__: Generalized Hyperbolic Distribution
> * `#13301 <https://github.com/scipy/scipy/pull/13301 <https://github.com/scipy/scipy/pull/13301>>`__: DOC: cluster: Add cluster number note to the docstring of cluster.vq.kmeans
> * `#13302 <https://github.com/scipy/scipy/pull/13302 <https://github.com/scipy/scipy/pull/13302>>`__: BUG: Fix ndimage.morphology.distance_transform\_\* argument handling
> * `#13303 <https://github.com/scipy/scipy/pull/13303 <https://github.com/scipy/scipy/pull/13303>>`__: CI: prevent Codecov giving false CI failures and wrong PR annotations
> * `#13313 <https://github.com/scipy/scipy/pull/13313 <https://github.com/scipy/scipy/pull/13313>>`__: ENH: static typing for qhull
> * `#13316 <https://github.com/scipy/scipy/pull/13316 <https://github.com/scipy/scipy/pull/13316>>`__: Pythran implementation of scipy.signal._spectral
> * `#13317 <https://github.com/scipy/scipy/pull/13317 <https://github.com/scipy/scipy/pull/13317>>`__: DOC: forward port 1.6.0 relnotes
> * `#13319 <https://github.com/scipy/scipy/pull/13319 <https://github.com/scipy/scipy/pull/13319>>`__: ENH: stats: add fast numerical inversion of distribution CDF
> * `#13320 <https://github.com/scipy/scipy/pull/13320 <https://github.com/scipy/scipy/pull/13320>>`__: ENH: x0 for differential_evolution
> * `#13324 <https://github.com/scipy/scipy/pull/13324 <https://github.com/scipy/scipy/pull/13324>>`__: DOC correct linprog highs versionadded to 1.6
> * `#13326 <https://github.com/scipy/scipy/pull/13326 <https://github.com/scipy/scipy/pull/13326>>`__: MAINT: update numpydoc to v1.1.0
> * `#13327 <https://github.com/scipy/scipy/pull/13327 <https://github.com/scipy/scipy/pull/13327>>`__: DOC: interpolate: improved docstring examples of \`interpolate.interpn()\`...
> * `#13328 <https://github.com/scipy/scipy/pull/13328 <https://github.com/scipy/scipy/pull/13328>>`__: ENH: Boost stats distributions
> * `#13330 <https://github.com/scipy/scipy/pull/13330 <https://github.com/scipy/scipy/pull/13330>>`__: ENH: stats: add noncentral hypergeometric distributions (Fisher's...
> * `#13331 <https://github.com/scipy/scipy/pull/13331 <https://github.com/scipy/scipy/pull/13331>>`__: MAINT/ENH: resolve mypy warnings/errors
> * `#13332 <https://github.com/scipy/scipy/pull/13332 <https://github.com/scipy/scipy/pull/13332>>`__: DOC: interpolate: improved docstring of \`interpolate.interp2d\`...
> * `#13333 <https://github.com/scipy/scipy/pull/13333 <https://github.com/scipy/scipy/pull/13333>>`__: ENH: stats: Some more _sf and _isf implementations.
> * `#13334 <https://github.com/scipy/scipy/pull/13334 <https://github.com/scipy/scipy/pull/13334>>`__: MAINT: stats: Clean up a few defunct comments in _continuous_distns.py
> * `#13336 <https://github.com/scipy/scipy/pull/13336 <https://github.com/scipy/scipy/pull/13336>>`__: Pythran version of scipy.optimize._group_columns
> * `#13337 <https://github.com/scipy/scipy/pull/13337 <https://github.com/scipy/scipy/pull/13337>>`__: DOC|ENH: type hinting in scipy.integrate.simpson
> * `#13346 <https://github.com/scipy/scipy/pull/13346 <https://github.com/scipy/scipy/pull/13346>>`__: ENH: stats: add 'ddof' parameter to the 'variation' function
> * `#13355 <https://github.com/scipy/scipy/pull/13355 <https://github.com/scipy/scipy/pull/13355>>`__: ENH: stats: implement _logpdf, _sf and _isf for loggamma.
> * `#13360 <https://github.com/scipy/scipy/pull/13360 <https://github.com/scipy/scipy/pull/13360>>`__: ENH|DOC: fix docstring and input validation in interpolate.RectSphereBivariateSpline
> * `#13366 <https://github.com/scipy/scipy/pull/13366 <https://github.com/scipy/scipy/pull/13366>>`__: BUG: stats: Don't raise ZeroDivisionError in _unequal_var_ttest_denom
> * `#13370 <https://github.com/scipy/scipy/pull/13370 <https://github.com/scipy/scipy/pull/13370>>`__: ENH: fix ARGUS distribution for small parameters in stats
> * `#13371 <https://github.com/scipy/scipy/pull/13371 <https://github.com/scipy/scipy/pull/13371>>`__: ENH: stats: add \`bootstrap\` for estimating confidence interval...
> * `#13373 <https://github.com/scipy/scipy/pull/13373 <https://github.com/scipy/scipy/pull/13373>>`__: BUG: io/matlab: preserve dimensions of empty >=2D arrays
> * `#13374 <https://github.com/scipy/scipy/pull/13374 <https://github.com/scipy/scipy/pull/13374>>`__: ENH: stats: add skewed Cauchy distribution
> * `#13379 <https://github.com/scipy/scipy/pull/13379 <https://github.com/scipy/scipy/pull/13379>>`__: BUG: sparse: fix verbosity in sparse lsqr
> * `#13383 <https://github.com/scipy/scipy/pull/13383 <https://github.com/scipy/scipy/pull/13383>>`__: TST: stats: mark many dimension permutation t-test slow
> * `#13384 <https://github.com/scipy/scipy/pull/13384 <https://github.com/scipy/scipy/pull/13384>>`__: MAINT: Make keywords array static
> * `#13388 <https://github.com/scipy/scipy/pull/13388 <https://github.com/scipy/scipy/pull/13388>>`__: PERF: Avoid duplicate mean calculations in skew and kurtosis
> * `#13389 <https://github.com/scipy/scipy/pull/13389 <https://github.com/scipy/scipy/pull/13389>>`__: DOC: Fix deprecated directive syntax
> * `#13390 <https://github.com/scipy/scipy/pull/13390 <https://github.com/scipy/scipy/pull/13390>>`__: DOC: Correct line length for Parameter Section underline
> * `#13393 <https://github.com/scipy/scipy/pull/13393 <https://github.com/scipy/scipy/pull/13393>>`__: MAINT: stats: allow wishart dim - 1 < df < dim
> * `#13395 <https://github.com/scipy/scipy/pull/13395 <https://github.com/scipy/scipy/pull/13395>>`__: DOC: fix typo in setup.py warning message
> * `#13396 <https://github.com/scipy/scipy/pull/13396 <https://github.com/scipy/scipy/pull/13396>>`__: BUG: Fix MLE for Nakagami \`nakagami_gen.fit\`
> * `#13397 <https://github.com/scipy/scipy/pull/13397 <https://github.com/scipy/scipy/pull/13397>>`__: MAINT:linalg: Fix tgsen family wrapper and ordqz
> * `#13406 <https://github.com/scipy/scipy/pull/13406 <https://github.com/scipy/scipy/pull/13406>>`__: TST: add error handling tests for sparse BSR ctor
> * `#13413 <https://github.com/scipy/scipy/pull/13413 <https://github.com/scipy/scipy/pull/13413>>`__: DOC: ultra-quickstart guide
> * `#13418 <https://github.com/scipy/scipy/pull/13418 <https://github.com/scipy/scipy/pull/13418>>`__: BUG: Fix moment returning inconsistent types and shapes
> * `#13423 <https://github.com/scipy/scipy/pull/13423 <https://github.com/scipy/scipy/pull/13423>>`__: DOC: Update example for leaf_label_func/dendrogram
> * `#13431 <https://github.com/scipy/scipy/pull/13431 <https://github.com/scipy/scipy/pull/13431>>`__: ENH: stats: override _rvs for nhypergeom
> * `#13432 <https://github.com/scipy/scipy/pull/13432 <https://github.com/scipy/scipy/pull/13432>>`__: Add indicator in NDInterpolator docstring that N must be > 1
> * `#13434 <https://github.com/scipy/scipy/pull/13434 <https://github.com/scipy/scipy/pull/13434>>`__: DOC: stats: note relationship between scaled-inv-chi2 and invgamma
> * `#13436 <https://github.com/scipy/scipy/pull/13436 <https://github.com/scipy/scipy/pull/13436>>`__: ENH: interpolate: add input validation to check input x-y is...
> * `#13441 <https://github.com/scipy/scipy/pull/13441 <https://github.com/scipy/scipy/pull/13441>>`__: ENH: add functionality \`barnard_exact\` test to scipy.stats.
> * `#13443 <https://github.com/scipy/scipy/pull/13443 <https://github.com/scipy/scipy/pull/13443>>`__: MAINT: stats: Updates for skewcauchy
> * `#13444 <https://github.com/scipy/scipy/pull/13444 <https://github.com/scipy/scipy/pull/13444>>`__: DOC: clarify range of \`a\` parameter fpr johnsonsu/johnsonsb
> * `#13445 <https://github.com/scipy/scipy/pull/13445 <https://github.com/scipy/scipy/pull/13445>>`__: DOC: fix runtests guidelines.
> * `#13446 <https://github.com/scipy/scipy/pull/13446 <https://github.com/scipy/scipy/pull/13446>>`__: MAINT: stats: Add _fitstart method to wrapcauchy.
> * `#13447 <https://github.com/scipy/scipy/pull/13447 <https://github.com/scipy/scipy/pull/13447>>`__: DEV: Update development Docker image
> * `#13448 <https://github.com/scipy/scipy/pull/13448 <https://github.com/scipy/scipy/pull/13448>>`__: ENH: Add annotations for \`scipy.spatial.distance\`
> * `#13451 <https://github.com/scipy/scipy/pull/13451 <https://github.com/scipy/scipy/pull/13451>>`__: DOC: minor formatting.
> * `#13458 <https://github.com/scipy/scipy/pull/13458 <https://github.com/scipy/scipy/pull/13458>>`__: DOC: indent see also.
> * `#13460 <https://github.com/scipy/scipy/pull/13460 <https://github.com/scipy/scipy/pull/13460>>`__: DOC: stats: Fix link to Cramer-von Mises wikipedia article.
> * `#13461 <https://github.com/scipy/scipy/pull/13461 <https://github.com/scipy/scipy/pull/13461>>`__: DOC: reorganize scipy.stats overview docs page
> * `#13463 <https://github.com/scipy/scipy/pull/13463 <https://github.com/scipy/scipy/pull/13463>>`__: DOC: misc formatting fixes
> * `#13466 <https://github.com/scipy/scipy/pull/13466 <https://github.com/scipy/scipy/pull/13466>>`__: DOC: Typo in see also s/SmoothUni/SmoothBi/g
> * `#13467 <https://github.com/scipy/scipy/pull/13467 <https://github.com/scipy/scipy/pull/13467>>`__: DOC: optimize: add description about \`tol\` argument for \`minimize\`.
> * `#13469 <https://github.com/scipy/scipy/pull/13469 <https://github.com/scipy/scipy/pull/13469>>`__: MAINT: Refactor optimization methods to use scipy.stats.qmc
> * `#13477 <https://github.com/scipy/scipy/pull/13477 <https://github.com/scipy/scipy/pull/13477>>`__: CI: pin numpy to 1.19.5 for the three macOS CI jobs
> * `#13478 <https://github.com/scipy/scipy/pull/13478 <https://github.com/scipy/scipy/pull/13478>>`__: DOC: fix typos where double :: for Sphinx directives were missing
> * `#13481 <https://github.com/scipy/scipy/pull/13481 <https://github.com/scipy/scipy/pull/13481>>`__: CI: pin numpy to 1.19.5 in the 4 parallel Windows builds on Azure
> * `#13482 <https://github.com/scipy/scipy/pull/13482 <https://github.com/scipy/scipy/pull/13482>>`__: CI: use numpy 1.20.0 again in macOS CI
> * `#13483 <https://github.com/scipy/scipy/pull/13483 <https://github.com/scipy/scipy/pull/13483>>`__: DOC: Multiple documentation syntax fixes.
> * `#13484 <https://github.com/scipy/scipy/pull/13484 <https://github.com/scipy/scipy/pull/13484>>`__: Move some pythran config from CI to setup
> * `#13487 <https://github.com/scipy/scipy/pull/13487 <https://github.com/scipy/scipy/pull/13487>>`__: DOC: add a tutorial about scipy.stats.qmc
> * `#13492 <https://github.com/scipy/scipy/pull/13492 <https://github.com/scipy/scipy/pull/13492>>`__: ENH: GH actions should not run on forks
> * `#13493 <https://github.com/scipy/scipy/pull/13493 <https://github.com/scipy/scipy/pull/13493>>`__: DEV: Enable gitpod for SciPy
> * `#13495 <https://github.com/scipy/scipy/pull/13495 <https://github.com/scipy/scipy/pull/13495>>`__: DOC One-word typo in the documentation of optimize.linprog_simplex
> * `#13499 <https://github.com/scipy/scipy/pull/13499 <https://github.com/scipy/scipy/pull/13499>>`__: DOC: describe LSAP implementation
> * `#13502 <https://github.com/scipy/scipy/pull/13502 <https://github.com/scipy/scipy/pull/13502>>`__: BUG: Bounds created with lists weren't working for Powell
> * `#13507 <https://github.com/scipy/scipy/pull/13507 <https://github.com/scipy/scipy/pull/13507>>`__: MAINT, TST: stats: centralize invalid parameters list for all...
> * `#13510 <https://github.com/scipy/scipy/pull/13510 <https://github.com/scipy/scipy/pull/13510>>`__: DOC: stats: fix small doc errors in 'multivariate_hypergeom'
> * `#13513 <https://github.com/scipy/scipy/pull/13513 <https://github.com/scipy/scipy/pull/13513>>`__: DOC: Added math notation in examples in ltisys.py
> * `#13514 <https://github.com/scipy/scipy/pull/13514 <https://github.com/scipy/scipy/pull/13514>>`__: ENH: simplify low_0_bit function for Sobol
> * `#13515 <https://github.com/scipy/scipy/pull/13515 <https://github.com/scipy/scipy/pull/13515>>`__: ENH: optimize: add bound constraint support for nelder-mead solver
> * `#13516 <https://github.com/scipy/scipy/pull/13516 <https://github.com/scipy/scipy/pull/13516>>`__: DOC: reduce LaTeX usage for johnsonb docstring
> * `#13519 <https://github.com/scipy/scipy/pull/13519 <https://github.com/scipy/scipy/pull/13519>>`__: BLD: remove build_sphinx support from setup.py
> * `#13527 <https://github.com/scipy/scipy/pull/13527 <https://github.com/scipy/scipy/pull/13527>>`__: TST: stats: xfail ttest_ind_randperm_alternative2 on 32 bit
> * `#13530 <https://github.com/scipy/scipy/pull/13530 <https://github.com/scipy/scipy/pull/13530>>`__: DOC: correct comparisons between median filter functions
> * `#13532 <https://github.com/scipy/scipy/pull/13532 <https://github.com/scipy/scipy/pull/13532>>`__: ENH: release the GIL inside medfilt2d
> * `#13538 <https://github.com/scipy/scipy/pull/13538 <https://github.com/scipy/scipy/pull/13538>>`__: DOC: optimize: fix minor doc error in 'fmin_powell' (#13511)
> * `#13546 <https://github.com/scipy/scipy/pull/13546 <https://github.com/scipy/scipy/pull/13546>>`__: DOC: fix list of "mode" options for ndimage
> * `#13549 <https://github.com/scipy/scipy/pull/13549 <https://github.com/scipy/scipy/pull/13549>>`__: ENH: stats: add 'alternative' keyword to some normality tests.
> * `#13551 <https://github.com/scipy/scipy/pull/13551 <https://github.com/scipy/scipy/pull/13551>>`__: MAINT: add git to docker env
> * `#13552 <https://github.com/scipy/scipy/pull/13552 <https://github.com/scipy/scipy/pull/13552>>`__: MAINT: stats: remove float_power shim
> * `#13553 <https://github.com/scipy/scipy/pull/13553 <https://github.com/scipy/scipy/pull/13553>>`__: DOC: use support rather than a/b in stats tutorial
> * `#13560 <https://github.com/scipy/scipy/pull/13560 <https://github.com/scipy/scipy/pull/13560>>`__: MAINT: optimize: improve linprog error message for sparse input...
> * `#13562 <https://github.com/scipy/scipy/pull/13562 <https://github.com/scipy/scipy/pull/13562>>`__: MAINT: optimize: using np.isclose instead of _within_tolerance.
> * `#13566 <https://github.com/scipy/scipy/pull/13566 <https://github.com/scipy/scipy/pull/13566>>`__: ENH: Speed up hdquantiles_sd()
> * `#13569 <https://github.com/scipy/scipy/pull/13569 <https://github.com/scipy/scipy/pull/13569>>`__: BENCH: optimize: benchmark only HiGHS methods; add bigger linprog...
> * `#13574 <https://github.com/scipy/scipy/pull/13574 <https://github.com/scipy/scipy/pull/13574>>`__: DOC: In description of cluster.hierarchy.dendrogram 'level' parameter,...
> * `#13576 <https://github.com/scipy/scipy/pull/13576 <https://github.com/scipy/scipy/pull/13576>>`__: ENH: improve discrepancy performance
> * `#13579 <https://github.com/scipy/scipy/pull/13579 <https://github.com/scipy/scipy/pull/13579>>`__: TST: Add pybind11 to tox environments
> * `#13583 <https://github.com/scipy/scipy/pull/13583 <https://github.com/scipy/scipy/pull/13583>>`__: BUG: Fix Dockerfile apt-get installs
> * `#13588 <https://github.com/scipy/scipy/pull/13588 <https://github.com/scipy/scipy/pull/13588>>`__: MAINT: forward port 1.6.1 relnotes.
> * `#13593 <https://github.com/scipy/scipy/pull/13593 <https://github.com/scipy/scipy/pull/13593>>`__: BUG: stats: preserve sample dtype for bin edges
> * `#13595 <https://github.com/scipy/scipy/pull/13595 <https://github.com/scipy/scipy/pull/13595>>`__: ENH: interpolate: add RBFInterpolator
> * `#13596 <https://github.com/scipy/scipy/pull/13596 <https://github.com/scipy/scipy/pull/13596>>`__: DOC: Fix indentation in new_stats_distribution.rst.inc
> * `#13601 <https://github.com/scipy/scipy/pull/13601 <https://github.com/scipy/scipy/pull/13601>>`__: Add dpss for get_window function
> * `#13604 <https://github.com/scipy/scipy/pull/13604 <https://github.com/scipy/scipy/pull/13604>>`__: DOC: Correct dual annealing visiting param range.
> * `#13605 <https://github.com/scipy/scipy/pull/13605 <https://github.com/scipy/scipy/pull/13605>>`__: Add Codecov badge to README
> * `#13607 <https://github.com/scipy/scipy/pull/13607 <https://github.com/scipy/scipy/pull/13607>>`__: MAINT: stats: fix crystalball entropy
> * `#13611 <https://github.com/scipy/scipy/pull/13611 <https://github.com/scipy/scipy/pull/13611>>`__: Better argument preparation for distributions in stats package.
> * `#13612 <https://github.com/scipy/scipy/pull/13612 <https://github.com/scipy/scipy/pull/13612>>`__: Add docker run command for Windows cmd
> * `#13613 <https://github.com/scipy/scipy/pull/13613 <https://github.com/scipy/scipy/pull/13613>>`__: MAINT, CI: mypy: fix typing errors + add mypy to CI
> * `#13616 <https://github.com/scipy/scipy/pull/13616 <https://github.com/scipy/scipy/pull/13616>>`__: FIX: Return correct output for invgauss.cdf when mu is very small
> * `#13617 <https://github.com/scipy/scipy/pull/13617 <https://github.com/scipy/scipy/pull/13617>>`__: MAINT: accept numbers and iterables for width in find_peaks_cwt
> * `#13620 <https://github.com/scipy/scipy/pull/13620 <https://github.com/scipy/scipy/pull/13620>>`__: CI: disable the mypy CI job (partial revert of gh-13613)
> * `#13621 <https://github.com/scipy/scipy/pull/13621 <https://github.com/scipy/scipy/pull/13621>>`__: DOC: signal: use array_like for input types
> * `#13622 <https://github.com/scipy/scipy/pull/13622 <https://github.com/scipy/scipy/pull/13622>>`__: MAINT: clean up some unused files, make \`mypy scipy\` pass
> * `#13623 <https://github.com/scipy/scipy/pull/13623 <https://github.com/scipy/scipy/pull/13623>>`__: CI: enable Mypy CI job again
> * `#13624 <https://github.com/scipy/scipy/pull/13624 <https://github.com/scipy/scipy/pull/13624>>`__: TST: test more values for \`visiting_param\` input to \`dual_annealing\`
> * `#13625 <https://github.com/scipy/scipy/pull/13625 <https://github.com/scipy/scipy/pull/13625>>`__: Rename integrate.simps to integrate.simpsons in documentation...
> * `#13631 <https://github.com/scipy/scipy/pull/13631 <https://github.com/scipy/scipy/pull/13631>>`__: ENH: add a \`stats.differential_entropy\` function
> * `#13633 <https://github.com/scipy/scipy/pull/13633 <https://github.com/scipy/scipy/pull/13633>>`__: BUG: stats.binned_statistic_2d user function expecting arrays
> * `#13641 <https://github.com/scipy/scipy/pull/13641 <https://github.com/scipy/scipy/pull/13641>>`__: ENH: Added degrees parameter to rotvec
> * `#13645 <https://github.com/scipy/scipy/pull/13645 <https://github.com/scipy/scipy/pull/13645>>`__: MAINT: mypy: don't install numpy-stubs
> * `#13649 <https://github.com/scipy/scipy/pull/13649 <https://github.com/scipy/scipy/pull/13649>>`__: BUG: sparse: csc_matrix.argmax() integer overflow
> * `#13650 <https://github.com/scipy/scipy/pull/13650 <https://github.com/scipy/scipy/pull/13650>>`__: ENH: stats: add 'alternative' parameter to ansari
> * `#13652 <https://github.com/scipy/scipy/pull/13652 <https://github.com/scipy/scipy/pull/13652>>`__: DOC: fix eigvalsh documentation (#13651)
> * `#13654 <https://github.com/scipy/scipy/pull/13654 <https://github.com/scipy/scipy/pull/13654>>`__: BUG: Fix LatinHypercubes
> * `#13656 <https://github.com/scipy/scipy/pull/13656 <https://github.com/scipy/scipy/pull/13656>>`__: DOC: Fix PCHIP references
> * `#13657 <https://github.com/scipy/scipy/pull/13657 <https://github.com/scipy/scipy/pull/13657>>`__: TST: remove IPython warning in debug session
> * `#13658 <https://github.com/scipy/scipy/pull/13658 <https://github.com/scipy/scipy/pull/13658>>`__: Remove spurious quotes in docstring
> * `#13661 <https://github.com/scipy/scipy/pull/13661 <https://github.com/scipy/scipy/pull/13661>>`__: ENH: stats: improve efficiency of / fix bug in exact permutation...
> * `#13667 <https://github.com/scipy/scipy/pull/13667 <https://github.com/scipy/scipy/pull/13667>>`__: MAINT: Make latest Docker image default
> * `#13668 <https://github.com/scipy/scipy/pull/13668 <https://github.com/scipy/scipy/pull/13668>>`__: MAINT: add .theia/ to .gitignore
> * `#13669 <https://github.com/scipy/scipy/pull/13669 <https://github.com/scipy/scipy/pull/13669>>`__: BLD: change SCIPY_USE_PYTHRAN default to \`1\`
> * `#13676 <https://github.com/scipy/scipy/pull/13676 <https://github.com/scipy/scipy/pull/13676>>`__: ENH Small improvements for LSQR with damp
> * `#13678 <https://github.com/scipy/scipy/pull/13678 <https://github.com/scipy/scipy/pull/13678>>`__: MAINT: add Pythran-generated files to .gitignore
> * `#13679 <https://github.com/scipy/scipy/pull/13679 <https://github.com/scipy/scipy/pull/13679>>`__: MAINT: move the \`conda develop .\` in the Gitpod config
> * `#13680 <https://github.com/scipy/scipy/pull/13680 <https://github.com/scipy/scipy/pull/13680>>`__: DOC: Add cKDTree note comparing it with KDTree
> * `#13681 <https://github.com/scipy/scipy/pull/13681 <https://github.com/scipy/scipy/pull/13681>>`__: DOC: build doc updates on Pythran, compiled code, and cleanups
> * `#13683 <https://github.com/scipy/scipy/pull/13683 <https://github.com/scipy/scipy/pull/13683>>`__: BUG: mmwrite correctly serializes non skew-symmetric arrays
> * `#13684 <https://github.com/scipy/scipy/pull/13684 <https://github.com/scipy/scipy/pull/13684>>`__: FIX: fix numerical overflow in gamma.isf method
> * `#13685 <https://github.com/scipy/scipy/pull/13685 <https://github.com/scipy/scipy/pull/13685>>`__: BUG: fix cosine distance range to 0-2
> * `#13694 <https://github.com/scipy/scipy/pull/13694 <https://github.com/scipy/scipy/pull/13694>>`__: MAINT: fix warning emitted when NumPy version is incorrect
> * `#13696 <https://github.com/scipy/scipy/pull/13696 <https://github.com/scipy/scipy/pull/13696>>`__: ENH: support trimming in ttest_ind
> * `#13698 <https://github.com/scipy/scipy/pull/13698 <https://github.com/scipy/scipy/pull/13698>>`__: BUG: stats: Fix spurious warnings generated by arcsine.pdf
> * `#13701 <https://github.com/scipy/scipy/pull/13701 <https://github.com/scipy/scipy/pull/13701>>`__: DEV: scipy.interpolate b-splines (periodic case)
> * `#13702 <https://github.com/scipy/scipy/pull/13702 <https://github.com/scipy/scipy/pull/13702>>`__: DEP: Clean up spent deprecations in spatial.distance
> * `#13703 <https://github.com/scipy/scipy/pull/13703 <https://github.com/scipy/scipy/pull/13703>>`__: MAINT: fix issues found by static code analysis
> * `#13706 <https://github.com/scipy/scipy/pull/13706 <https://github.com/scipy/scipy/pull/13706>>`__: ENH: stats: Implement sf and isf for the laplace distribution.
> * `#13711 <https://github.com/scipy/scipy/pull/13711 <https://github.com/scipy/scipy/pull/13711>>`__: MAINT: stats: fix broadcasting for scipy.stats.entropy
> * `#13712 <https://github.com/scipy/scipy/pull/13712 <https://github.com/scipy/scipy/pull/13712>>`__: BUG: stats: Override _fitstart for the invweibull distribution.
> * `#13713 <https://github.com/scipy/scipy/pull/13713 <https://github.com/scipy/scipy/pull/13713>>`__: DOC: update toolchain.rst to reflect windows universal C runtime
> * `#13714 <https://github.com/scipy/scipy/pull/13714 <https://github.com/scipy/scipy/pull/13714>>`__: MAINT: stats: Remove an unused list from test_continuous_basic.py.
> * `#13715 <https://github.com/scipy/scipy/pull/13715 <https://github.com/scipy/scipy/pull/13715>>`__: MAINT: stats: No need to suppress frechet deprecation warnings.
> * `#13716 <https://github.com/scipy/scipy/pull/13716 <https://github.com/scipy/scipy/pull/13716>>`__: MAINT: use super() as described by PEP 3135
> * `#13718 <https://github.com/scipy/scipy/pull/13718 <https://github.com/scipy/scipy/pull/13718>>`__: MAINT: new-style class, removing inheritance to object
> * `#13721 <https://github.com/scipy/scipy/pull/13721 <https://github.com/scipy/scipy/pull/13721>>`__: MAINT: add a type-ignore for mpmath (#13721)
> * `#13723 <https://github.com/scipy/scipy/pull/13723 <https://github.com/scipy/scipy/pull/13723>>`__: MAINT: mypy: ignore mpmath imports in mypy.ini
> * `#13724 <https://github.com/scipy/scipy/pull/13724 <https://github.com/scipy/scipy/pull/13724>>`__: DOC: pydata sphinx theme
> * `#13725 <https://github.com/scipy/scipy/pull/13725 <https://github.com/scipy/scipy/pull/13725>>`__: BENCH: add benchmark for Kendalltau
> * `#13727 <https://github.com/scipy/scipy/pull/13727 <https://github.com/scipy/scipy/pull/13727>>`__: CI: simplify Pythran configuration setup for Azure
> * `#13731 <https://github.com/scipy/scipy/pull/13731 <https://github.com/scipy/scipy/pull/13731>>`__: MAINT: stats: Some flake8-driven clean up.
> * `#13732 <https://github.com/scipy/scipy/pull/13732 <https://github.com/scipy/scipy/pull/13732>>`__: ENH: stats: Studentized Range Distribution
> * `#13735 <https://github.com/scipy/scipy/pull/13735 <https://github.com/scipy/scipy/pull/13735>>`__: DOC: correct Voronoi docstring
> * `#13738 <https://github.com/scipy/scipy/pull/13738 <https://github.com/scipy/scipy/pull/13738>>`__: DOC: add example to wright_bessel
> * `#13739 <https://github.com/scipy/scipy/pull/13739 <https://github.com/scipy/scipy/pull/13739>>`__: ENH: stats: Implement _sf and _isf for the chi distribution.
> * `#13741 <https://github.com/scipy/scipy/pull/13741 <https://github.com/scipy/scipy/pull/13741>>`__: MAINT: prevent overwriting of x in minimize
> * `#13747 <https://github.com/scipy/scipy/pull/13747 <https://github.com/scipy/scipy/pull/13747>>`__: DOC: Add note for interp1d for non-unique x-values
> * `#13749 <https://github.com/scipy/scipy/pull/13749 <https://github.com/scipy/scipy/pull/13749>>`__: MAINT: forward port 1.6.2 relnotes
> * `#13759 <https://github.com/scipy/scipy/pull/13759 <https://github.com/scipy/scipy/pull/13759>>`__: MAINT: simpson small performance speedups
> * `#13765 <https://github.com/scipy/scipy/pull/13765 <https://github.com/scipy/scipy/pull/13765>>`__: FIX: npymath missing causing npy_log1p to be unknown
> * `#13768 <https://github.com/scipy/scipy/pull/13768 <https://github.com/scipy/scipy/pull/13768>>`__: BENCH: Add missing pythran dependency
> * `#13770 <https://github.com/scipy/scipy/pull/13770 <https://github.com/scipy/scipy/pull/13770>>`__: ENH: stats.contingency: Add the sparse option to crosstab.
> * `#13774 <https://github.com/scipy/scipy/pull/13774 <https://github.com/scipy/scipy/pull/13774>>`__: DEP: Deprecate squeezing input vectors in spatial.distance
> * `#13775 <https://github.com/scipy/scipy/pull/13775 <https://github.com/scipy/scipy/pull/13775>>`__: Enable trust region methods to use a finite difference Hessian...
> * `#13777 <https://github.com/scipy/scipy/pull/13777 <https://github.com/scipy/scipy/pull/13777>>`__: DOC: Fix Ubuntu/Debian installation instructions
> * `#13778 <https://github.com/scipy/scipy/pull/13778 <https://github.com/scipy/scipy/pull/13778>>`__: DOC: remove references to RandomState
> * `#13782 <https://github.com/scipy/scipy/pull/13782 <https://github.com/scipy/scipy/pull/13782>>`__: MAINT: LBFGSB err msg on MAXLS changed closes #11718
> * `#13785 <https://github.com/scipy/scipy/pull/13785 <https://github.com/scipy/scipy/pull/13785>>`__: BENCH: Add benchmark for cdist/pdist with weights
> * `#13786 <https://github.com/scipy/scipy/pull/13786 <https://github.com/scipy/scipy/pull/13786>>`__: MAINT: Prepare cdist/pdist for C++ rework
> * `#13787 <https://github.com/scipy/scipy/pull/13787 <https://github.com/scipy/scipy/pull/13787>>`__: MAINT: stats: move entropy and differential_entropy functions...
> * `#13790 <https://github.com/scipy/scipy/pull/13790 <https://github.com/scipy/scipy/pull/13790>>`__: DOC: Add some dependencies for Dockerfile doc of scipy development.
> * `#13792 <https://github.com/scipy/scipy/pull/13792 <https://github.com/scipy/scipy/pull/13792>>`__: BUG: stats: Fix broadcasting in wrapcauchy.cdf
> * `#13795 <https://github.com/scipy/scipy/pull/13795 <https://github.com/scipy/scipy/pull/13795>>`__: MAINT: stats: add hypotests to __all__ in init.py, not stats.py
> * `#13797 <https://github.com/scipy/scipy/pull/13797 <https://github.com/scipy/scipy/pull/13797>>`__: MAINT: stats: probplot: don't plot least-squares fit line unless...
> * `#13798 <https://github.com/scipy/scipy/pull/13798 <https://github.com/scipy/scipy/pull/13798>>`__: MAINT: fix incorrect code comment in \`hierarchy.to_tree\`
> * `#13802 <https://github.com/scipy/scipy/pull/13802 <https://github.com/scipy/scipy/pull/13802>>`__: DEV: add environment.yml file for development with conda/mamba
> * `#13803 <https://github.com/scipy/scipy/pull/13803 <https://github.com/scipy/scipy/pull/13803>>`__: DOC: fix doc build warning about arxiv role already being registered
> * `#13804 <https://github.com/scipy/scipy/pull/13804 <https://github.com/scipy/scipy/pull/13804>>`__: DOC+MAINT: optimize: lb and ub in the Bounds constructor are...
> * `#13807 <https://github.com/scipy/scipy/pull/13807 <https://github.com/scipy/scipy/pull/13807>>`__: MAINT: Dont use parallel Sphinx
> * `#13808 <https://github.com/scipy/scipy/pull/13808 <https://github.com/scipy/scipy/pull/13808>>`__: MAINT: cluster.to_tree: more idiomatic looping over rows of matrix...
> * `#13810 <https://github.com/scipy/scipy/pull/13810 <https://github.com/scipy/scipy/pull/13810>>`__: MAINT: add a CODEOWNERS file
> * `#13811 <https://github.com/scipy/scipy/pull/13811 <https://github.com/scipy/scipy/pull/13811>>`__: MAINT: Add ci skip to azp
> * `#13814 <https://github.com/scipy/scipy/pull/13814 <https://github.com/scipy/scipy/pull/13814>>`__: ENH/DOC: pydata sphinx theme polishing
> * `#13817 <https://github.com/scipy/scipy/pull/13817 <https://github.com/scipy/scipy/pull/13817>>`__: DOC: Misc parameter typo and casing in scipy/linalg/_decomp_ldl.py
> * `#13818 <https://github.com/scipy/scipy/pull/13818 <https://github.com/scipy/scipy/pull/13818>>`__: MAINT: stats: keep \`entropy\` importable from \`scipy.stats.distributions\`
> * `#13820 <https://github.com/scipy/scipy/pull/13820 <https://github.com/scipy/scipy/pull/13820>>`__: BUG: update _kendall_p_exact ValueError to f-string
> * `#13831 <https://github.com/scipy/scipy/pull/13831 <https://github.com/scipy/scipy/pull/13831>>`__: FIX:DEP: Allow better tolerance control for pinv and pinvh and...
> * `#13832 <https://github.com/scipy/scipy/pull/13832 <https://github.com/scipy/scipy/pull/13832>>`__: BUG: stats: Fix rvs for levy_stable when alpha=1
> * `#13833 <https://github.com/scipy/scipy/pull/13833 <https://github.com/scipy/scipy/pull/13833>>`__: MAINT: Add inline type hintings for stats.qmc
> * `#13836 <https://github.com/scipy/scipy/pull/13836 <https://github.com/scipy/scipy/pull/13836>>`__: MAINT: Fix a couple compiler warnings.
> * `#13838 <https://github.com/scipy/scipy/pull/13838 <https://github.com/scipy/scipy/pull/13838>>`__: TST: relax test tolerances for BinomTest
> * `#13841 <https://github.com/scipy/scipy/pull/13841 <https://github.com/scipy/scipy/pull/13841>>`__: BLD: add \`-std=c99\` flag to scipy.special extensions using...
> * `#13845 <https://github.com/scipy/scipy/pull/13845 <https://github.com/scipy/scipy/pull/13845>>`__: ENH: stats: add \`method\` parameter to \`differential_entropy\`...
> * `#13847 <https://github.com/scipy/scipy/pull/13847 <https://github.com/scipy/scipy/pull/13847>>`__: TST: skip on optimize failure on macOS, mark one as xfail
> * `#13848 <https://github.com/scipy/scipy/pull/13848 <https://github.com/scipy/scipy/pull/13848>>`__: DOC: optimize: move Nelder Mead doc from Unconstrained minimization...
> * `#13849 <https://github.com/scipy/scipy/pull/13849 <https://github.com/scipy/scipy/pull/13849>>`__: DOC: Roadmap update
> * `#13852 <https://github.com/scipy/scipy/pull/13852 <https://github.com/scipy/scipy/pull/13852>>`__: CI: fix temporary wrong brew version from GitHub
> * `#13854 <https://github.com/scipy/scipy/pull/13854 <https://github.com/scipy/scipy/pull/13854>>`__: ENH: Update Scipy Gitpod
> * `#13859 <https://github.com/scipy/scipy/pull/13859 <https://github.com/scipy/scipy/pull/13859>>`__: TST: fix ultra-slow ttest permutations test
> * `#13860 <https://github.com/scipy/scipy/pull/13860 <https://github.com/scipy/scipy/pull/13860>>`__: MAINT: clean up LSAP error checking
> * `#13863 <https://github.com/scipy/scipy/pull/13863 <https://github.com/scipy/scipy/pull/13863>>`__: DOC: remove seed in examples
> * `#13865 <https://github.com/scipy/scipy/pull/13865 <https://github.com/scipy/scipy/pull/13865>>`__: DOC: optimize: The bounds param of differential_evolution is...
> * `#13866 <https://github.com/scipy/scipy/pull/13866 <https://github.com/scipy/scipy/pull/13866>>`__: MAINT: special: Remove an unused variable from _poly_approx in...
> * `#13867 <https://github.com/scipy/scipy/pull/13867 <https://github.com/scipy/scipy/pull/13867>>`__: DOC: stats: Explain meaning of alternatives for fisher_exact.
> * `#13868 <https://github.com/scipy/scipy/pull/13868 <https://github.com/scipy/scipy/pull/13868>>`__: CI: fix the failing job on linux.
> * `#13870 <https://github.com/scipy/scipy/pull/13870 <https://github.com/scipy/scipy/pull/13870>>`__: MAINT: move LSAP rectangular matrix handling into solver code
> * `#13871 <https://github.com/scipy/scipy/pull/13871 <https://github.com/scipy/scipy/pull/13871>>`__: DOC: Add Gitpod documentation
> * `#13876 <https://github.com/scipy/scipy/pull/13876 <https://github.com/scipy/scipy/pull/13876>>`__: Workflow : Add nightly release of NumPy in linux workflows
> * `#13877 <https://github.com/scipy/scipy/pull/13877 <https://github.com/scipy/scipy/pull/13877>>`__: DOC: Conform to numpydoc + uniformity.
> * `#13879 <https://github.com/scipy/scipy/pull/13879 <https://github.com/scipy/scipy/pull/13879>>`__: BUG: signal: fix get_window argument handling and add tests.
> * `#13881 <https://github.com/scipy/scipy/pull/13881 <https://github.com/scipy/scipy/pull/13881>>`__: CI: remove .travis.yml, remove codecov from CircleCI
> * `#13882 <https://github.com/scipy/scipy/pull/13882 <https://github.com/scipy/scipy/pull/13882>>`__: BLD: ensure incrementing dev version strings
> * `#13886 <https://github.com/scipy/scipy/pull/13886 <https://github.com/scipy/scipy/pull/13886>>`__: TST: optimize: skip test_network_flow_limited_capacity w/ UMFPACK...
> * `#13888 <https://github.com/scipy/scipy/pull/13888 <https://github.com/scipy/scipy/pull/13888>>`__: MAINT: Fix issues involving elif conditions
> * `#13891 <https://github.com/scipy/scipy/pull/13891 <https://github.com/scipy/scipy/pull/13891>>`__: Rename InivariateSpline to UnivariateSpline
> * `#13893 <https://github.com/scipy/scipy/pull/13893 <https://github.com/scipy/scipy/pull/13893>>`__: ENH: linprog HiGHS marginals/sensitivy analysis
> * `#13894 <https://github.com/scipy/scipy/pull/13894 <https://github.com/scipy/scipy/pull/13894>>`__: DOC: Add blank line before \`Return\` section.
> * `#13897 <https://github.com/scipy/scipy/pull/13897 <https://github.com/scipy/scipy/pull/13897>>`__: DOC: BLD: fix doc build version check, and improve build time
> * `#13903 <https://github.com/scipy/scipy/pull/13903 <https://github.com/scipy/scipy/pull/13903>>`__: MAINT: Gitpod fixes
> * `#13907 <https://github.com/scipy/scipy/pull/13907 <https://github.com/scipy/scipy/pull/13907>>`__: ENH: Rewrite minkowski metric in C++ with pybind11
> * `#13909 <https://github.com/scipy/scipy/pull/13909 <https://github.com/scipy/scipy/pull/13909>>`__: Revert "Workflow : Add nightly release of NumPy in linux workflows"
> * `#13910 <https://github.com/scipy/scipy/pull/13910 <https://github.com/scipy/scipy/pull/13910>>`__: DOC: update Readme
> * `#13911 <https://github.com/scipy/scipy/pull/13911 <https://github.com/scipy/scipy/pull/13911>>`__: MAINT: use dict built-in rather than OrderedDict
> * `#13920 <https://github.com/scipy/scipy/pull/13920 <https://github.com/scipy/scipy/pull/13920>>`__: BUG: Reactivate conda environment in init
> * `#13925 <https://github.com/scipy/scipy/pull/13925 <https://github.com/scipy/scipy/pull/13925>>`__: BUG: stats: magnitude of Yates' correction <= abs(observed-expected)...
> * `#13926 <https://github.com/scipy/scipy/pull/13926 <https://github.com/scipy/scipy/pull/13926>>`__: DOC: correct return type in disjoint_set.subsets docstring
> * `#13927 <https://github.com/scipy/scipy/pull/13927 <https://github.com/scipy/scipy/pull/13927>>`__: DOC/MAINT: Add copyright notice to qmc.primes_from_2_to
> * `#13928 <https://github.com/scipy/scipy/pull/13928 <https://github.com/scipy/scipy/pull/13928>>`__: BUG: DOC: signal: fix need argument config and add missing doc...
> * `#13929 <https://github.com/scipy/scipy/pull/13929 <https://github.com/scipy/scipy/pull/13929>>`__: REL: add PEP 621 (project metadata in pyproject.toml) support
> * `#13931 <https://github.com/scipy/scipy/pull/13931 <https://github.com/scipy/scipy/pull/13931>>`__: MAINT: special: get rid of _logit.c.src
> * `#13934 <https://github.com/scipy/scipy/pull/13934 <https://github.com/scipy/scipy/pull/13934>>`__: ENH: signal: make \`get_window\` supports \`general_cosine\`...
> * `#13940 <https://github.com/scipy/scipy/pull/13940 <https://github.com/scipy/scipy/pull/13940>>`__: MAINT: QMCEngine d input validation
> * `#13941 <https://github.com/scipy/scipy/pull/13941 <https://github.com/scipy/scipy/pull/13941>>`__: MAINT: forward port 1.6.3 relnotes
> * `#13944 <https://github.com/scipy/scipy/pull/13944 <https://github.com/scipy/scipy/pull/13944>>`__: BUG: spatial: fix weight handling of \`distance.sokalmichener\`.
> * `#13947 <https://github.com/scipy/scipy/pull/13947 <https://github.com/scipy/scipy/pull/13947>>`__: MAINT: Remove duplicate calculations in sokalmichener
> * `#13949 <https://github.com/scipy/scipy/pull/13949 <https://github.com/scipy/scipy/pull/13949>>`__: DOC: minor grammar fixes in minimize and KDTree.query
> * `#13951 <https://github.com/scipy/scipy/pull/13951 <https://github.com/scipy/scipy/pull/13951>>`__: ENH: Add Boschloo exact test to stats
> * `#13956 <https://github.com/scipy/scipy/pull/13956 <https://github.com/scipy/scipy/pull/13956>>`__: ENH: spatial: add \`axis\` and \`keepdims\` optional argument...
> * `#13963 <https://github.com/scipy/scipy/pull/13963 <https://github.com/scipy/scipy/pull/13963>>`__: MAINT: stats: Fix unused imports and a few other issues related...
> * `#13971 <https://github.com/scipy/scipy/pull/13971 <https://github.com/scipy/scipy/pull/13971>>`__: DOC: Add Karl Pearson's reference to chi-square test
> * `#13972 <https://github.com/scipy/scipy/pull/13972 <https://github.com/scipy/scipy/pull/13972>>`__: ENH: cluster: add an optional argument \`seed\` for \`kmeans\`...
> * `#13973 <https://github.com/scipy/scipy/pull/13973 <https://github.com/scipy/scipy/pull/13973>>`__: BLD: fix build warnings for causal/anticausal pointers in ndimage
> * `#13975 <https://github.com/scipy/scipy/pull/13975 <https://github.com/scipy/scipy/pull/13975>>`__: ENH: set empty array norm to zero.
> * `#13977 <https://github.com/scipy/scipy/pull/13977 <https://github.com/scipy/scipy/pull/13977>>`__: MAINT: signal: replace distutils templating with tempita
> * `#13978 <https://github.com/scipy/scipy/pull/13978 <https://github.com/scipy/scipy/pull/13978>>`__: MAINT: improve validations and keyword only arguments for some...
> * `#13979 <https://github.com/scipy/scipy/pull/13979 <https://github.com/scipy/scipy/pull/13979>>`__: ENH: Add Inverse of Log CDF of Normal Distribution
> * `#13983 <https://github.com/scipy/scipy/pull/13983 <https://github.com/scipy/scipy/pull/13983>>`__: Fixing \`ndimage.watershed_ift\` tutorial's documentation
> * `#13987 <https://github.com/scipy/scipy/pull/13987 <https://github.com/scipy/scipy/pull/13987>>`__: DOC: Adding examples to docstrings in morphology: white_tophat,...
> * `#13989 <https://github.com/scipy/scipy/pull/13989 <https://github.com/scipy/scipy/pull/13989>>`__: DOC: interpolate: improve examples of \`RegularGridInterpolator\`...
> * `#13990 <https://github.com/scipy/scipy/pull/13990 <https://github.com/scipy/scipy/pull/13990>>`__: MAINT, DOC: optimize: Make the input validation explanation clear...
> * `#13992 <https://github.com/scipy/scipy/pull/13992 <https://github.com/scipy/scipy/pull/13992>>`__: Workflow : Add nightly release of NumPy in linux workflows
> * `#13995 <https://github.com/scipy/scipy/pull/13995 <https://github.com/scipy/scipy/pull/13995>>`__: Doc: Continuous integration information
> * `#14000 <https://github.com/scipy/scipy/pull/14000 <https://github.com/scipy/scipy/pull/14000>>`__: BUG: sparse: Fix DIA.diagonal bug and add a regression test
> * `#14004 <https://github.com/scipy/scipy/pull/14004 <https://github.com/scipy/scipy/pull/14004>>`__: ENH: Fast addition dia matrix
> * `#14006 <https://github.com/scipy/scipy/pull/14006 <https://github.com/scipy/scipy/pull/14006>>`__: MAINT: optimize: add validation to check func parameter number...
> * `#14008 <https://github.com/scipy/scipy/pull/14008 <https://github.com/scipy/scipy/pull/14008>>`__: BUG: Raise exception for inconsistent WAV header
> * `#14009 <https://github.com/scipy/scipy/pull/14009 <https://github.com/scipy/scipy/pull/14009>>`__: DEP: Remove usage of numpy.compat
> * `#14010 <https://github.com/scipy/scipy/pull/14010 <https://github.com/scipy/scipy/pull/14010>>`__: MAINT: add support for wheel DL proxy
> * `#14012 <https://github.com/scipy/scipy/pull/14012 <https://github.com/scipy/scipy/pull/14012>>`__: DOC: Broaden Exact Test Reference
> * `#14015 <https://github.com/scipy/scipy/pull/14015 <https://github.com/scipy/scipy/pull/14015>>`__: MAINT: remove brew update
> * `#14017 <https://github.com/scipy/scipy/pull/14017 <https://github.com/scipy/scipy/pull/14017>>`__: BENCH: Add more formats for sparse arithmetic
> * `#14018 <https://github.com/scipy/scipy/pull/14018 <https://github.com/scipy/scipy/pull/14018>>`__: BENCH: add benchmark for f_oneway
> * `#14020 <https://github.com/scipy/scipy/pull/14020 <https://github.com/scipy/scipy/pull/14020>>`__: MAINT: modify np.int <http://np.int/>\_ to np.int32 to make it the same for 32/64...
> * `#14023 <https://github.com/scipy/scipy/pull/14023 <https://github.com/scipy/scipy/pull/14023>>`__: MAINT: Fix clang build and remove some unicode characters
> * `#14025 <https://github.com/scipy/scipy/pull/14025 <https://github.com/scipy/scipy/pull/14025>>`__: BUG: sparse: fix DIA.setdiag issue
> * `#14026 <https://github.com/scipy/scipy/pull/14026 <https://github.com/scipy/scipy/pull/14026>>`__: TST: optimize: xfail part of test_powell
> * `#14029 <https://github.com/scipy/scipy/pull/14029 <https://github.com/scipy/scipy/pull/14029>>`__: CI: github macos fix
> * `#14030 <https://github.com/scipy/scipy/pull/14030 <https://github.com/scipy/scipy/pull/14030>>`__: MAINT: use 'yield from <expr>' (PEP 380)
> * `#14031 <https://github.com/scipy/scipy/pull/14031 <https://github.com/scipy/scipy/pull/14031>>`__: MAINT: new-style class, removing inheritance to object
> * `#14032 <https://github.com/scipy/scipy/pull/14032 <https://github.com/scipy/scipy/pull/14032>>`__: MAINT: CXXFLAGS for Pythran
> * `#14033 <https://github.com/scipy/scipy/pull/14033 <https://github.com/scipy/scipy/pull/14033>>`__: ENH: Port sqeuclidean and braycurtis to _distance_pybind
> * `#14034 <https://github.com/scipy/scipy/pull/14034 <https://github.com/scipy/scipy/pull/14034>>`__: MAINT: Clean-up 'next = __next__'
> * `#14045 <https://github.com/scipy/scipy/pull/14045 <https://github.com/scipy/scipy/pull/14045>>`__: MAINT: bump PYVER pavement.py
> * `#14047 <https://github.com/scipy/scipy/pull/14047 <https://github.com/scipy/scipy/pull/14047>>`__: DEV: initialize boost submodule in Gitpod Dockerfile
> * `#14051 <https://github.com/scipy/scipy/pull/14051 <https://github.com/scipy/scipy/pull/14051>>`__: BLD: if boost submodule content is missing, error out early
> * `#14052 <https://github.com/scipy/scipy/pull/14052 <https://github.com/scipy/scipy/pull/14052>>`__: DOC: missing submodule init information
> * `#14057 <https://github.com/scipy/scipy/pull/14057 <https://github.com/scipy/scipy/pull/14057>>`__: DOC: special: Add Examples to \`psi\` docstring
> * `#14058 <https://github.com/scipy/scipy/pull/14058 <https://github.com/scipy/scipy/pull/14058>>`__: BUG: fixed a dtype bug in linalg.solve.
> * `#14060 <https://github.com/scipy/scipy/pull/14060 <https://github.com/scipy/scipy/pull/14060>>`__: Doc: Fix typo in documentation of spence function.
> * `#14061 <https://github.com/scipy/scipy/pull/14061 <https://github.com/scipy/scipy/pull/14061>>`__: MAINT:stats: Type annotations for _sobol.pyx
> * `#14062 <https://github.com/scipy/scipy/pull/14062 <https://github.com/scipy/scipy/pull/14062>>`__: DOC: A few small fixes in quickstart_gitpod.rst
> * `#14063 <https://github.com/scipy/scipy/pull/14063 <https://github.com/scipy/scipy/pull/14063>>`__: DOC: signal: add Add Examples to \`cont2discrete\` docstring
> * `#14064 <https://github.com/scipy/scipy/pull/14064 <https://github.com/scipy/scipy/pull/14064>>`__: DOC: optimize: Add Examples to fmin_bfgs docstring
> * `#14065 <https://github.com/scipy/scipy/pull/14065 <https://github.com/scipy/scipy/pull/14065>>`__: Add example for scipy stats.trim1 under docstring
> * `#14066 <https://github.com/scipy/scipy/pull/14066 <https://github.com/scipy/scipy/pull/14066>>`__: DOC add example to scipy.special.hermite
> * `#14067 <https://github.com/scipy/scipy/pull/14067 <https://github.com/scipy/scipy/pull/14067>>`__: DOC add alpha docstring description, add example to docstring
> * `#14070 <https://github.com/scipy/scipy/pull/14070 <https://github.com/scipy/scipy/pull/14070>>`__: DOC add parameters, return, and example to docstring
> * `#14072 <https://github.com/scipy/scipy/pull/14072 <https://github.com/scipy/scipy/pull/14072>>`__: MAINT/TST: Fix tests failing with the nightly build of numpy.
> * `#14075 <https://github.com/scipy/scipy/pull/14075 <https://github.com/scipy/scipy/pull/14075>>`__: DOC Improve the code snippet in signal.hilbert docstring.
> * `#14076 <https://github.com/scipy/scipy/pull/14076 <https://github.com/scipy/scipy/pull/14076>>`__: DOC: Document Jensen-Shannon distance being accepted by cdist/pdist
> * `#14079 <https://github.com/scipy/scipy/pull/14079 <https://github.com/scipy/scipy/pull/14079>>`__: BLD: Avoid importing scipy.stats during cythonize stage
> * `#14082 <https://github.com/scipy/scipy/pull/14082 <https://github.com/scipy/scipy/pull/14082>>`__: MAINT: Remove old, commented extract_diagonal
> * `#14083 <https://github.com/scipy/scipy/pull/14083 <https://github.com/scipy/scipy/pull/14083>>`__: MAINT: sparse: Remove defunct function extract_diagonal
> * `#14085 <https://github.com/scipy/scipy/pull/14085 <https://github.com/scipy/scipy/pull/14085>>`__: ENH: Implement canberra distance in _distance_pybind
> * `#14086 <https://github.com/scipy/scipy/pull/14086 <https://github.com/scipy/scipy/pull/14086>>`__: MAINT: Clear scipy namespace of entries better imported from...
> * `#14088 <https://github.com/scipy/scipy/pull/14088 <https://github.com/scipy/scipy/pull/14088>>`__: Install Pythran from sources for python 3.10
> * `#14092 <https://github.com/scipy/scipy/pull/14092 <https://github.com/scipy/scipy/pull/14092>>`__: BUG: Fixes issue with clang.
> * `#14094 <https://github.com/scipy/scipy/pull/14094 <https://github.com/scipy/scipy/pull/14094>>`__: DOC: Correct the inconsistence definition of Default in class...
> * `#14105 <https://github.com/scipy/scipy/pull/14105 <https://github.com/scipy/scipy/pull/14105>>`__: TST: stats: mannwhitneyu: check that mstats and stats mannwhitneyu...
> * `#14106 <https://github.com/scipy/scipy/pull/14106 <https://github.com/scipy/scipy/pull/14106>>`__: DOC: stats.mstats: mannwhitneyu: the returned statistic is the...
> * `#14107 <https://github.com/scipy/scipy/pull/14107 <https://github.com/scipy/scipy/pull/14107>>`__: ENH: stats: bootstrap: add \`vectorized\` parameter; automatically...
> * `#14109 <https://github.com/scipy/scipy/pull/14109 <https://github.com/scipy/scipy/pull/14109>>`__: BUG: fix two issues in the fblas signature files
> * `#14110 <https://github.com/scipy/scipy/pull/14110 <https://github.com/scipy/scipy/pull/14110>>`__: DOC: mailmap update
> * `#14113 <https://github.com/scipy/scipy/pull/14113 <https://github.com/scipy/scipy/pull/14113>>`__: ENH: stats: bootstrap: add \`paired\` parameter
> * `#14116 <https://github.com/scipy/scipy/pull/14116 <https://github.com/scipy/scipy/pull/14116>>`__: MAINT: fix deprecated Python C API usage in odr
> * `#14118 <https://github.com/scipy/scipy/pull/14118 <https://github.com/scipy/scipy/pull/14118>>`__: DOC: 1.7.0 release notes
> * `#14125 <https://github.com/scipy/scipy/pull/14125 <https://github.com/scipy/scipy/pull/14125>>`__: DOC: fix typo
> * `#14126 <https://github.com/scipy/scipy/pull/14126 <https://github.com/scipy/scipy/pull/14126>>`__: ENH: stats: bootstrap: add \`batch\` parameter to control batch...
> * `#14127 <https://github.com/scipy/scipy/pull/14127 <https://github.com/scipy/scipy/pull/14127>>`__: CI: upgrade pip in benchmarks CI run
> * `#14130 <https://github.com/scipy/scipy/pull/14130 <https://github.com/scipy/scipy/pull/14130>>`__: BUG: Fix trust-constr report TypeError if verbose is set to 2...
> * `#14133 <https://github.com/scipy/scipy/pull/14133 <https://github.com/scipy/scipy/pull/14133>>`__: MAINT: interpolate: raise NotImplementedError not ValueError
> * `#14139 <https://github.com/scipy/scipy/pull/14139 <https://github.com/scipy/scipy/pull/14139>>`__: FIX/DOC: lsqr doctests print failure
> * `#14145 <https://github.com/scipy/scipy/pull/14145 <https://github.com/scipy/scipy/pull/14145>>`__: MAINT: 1.7.x version pins ("backport")
> * `#14146 <https://github.com/scipy/scipy/pull/14146 <https://github.com/scipy/scipy/pull/14146>>`__: MAINT: commit count if no tag
> * `#14164 <https://github.com/scipy/scipy/pull/14164 <https://github.com/scipy/scipy/pull/14164>>`__: TST, BUG: fix rbf matrix value
> * `#14166 <https://github.com/scipy/scipy/pull/14166 <https://github.com/scipy/scipy/pull/14166>>`__: CI, MAINT: restrictions on pre-release CI
> * `#14171 <https://github.com/scipy/scipy/pull/14171 <https://github.com/scipy/scipy/pull/14171>>`__: TST: signal: Bump tolerances for a test of Gustafsson's...
> * `#14175 <https://github.com/scipy/scipy/pull/14175 <https://github.com/scipy/scipy/pull/14175>>`__: TST: stats: Loosen tolerance in some binomtest tests.
> * `#14182 <https://github.com/scipy/scipy/pull/14182 <https://github.com/scipy/scipy/pull/14182>>`__: MAINT: stats: Update ppcc_plot and ppcc_max docstring.
> * `#14195 <https://github.com/scipy/scipy/pull/14195 <https://github.com/scipy/scipy/pull/14195>>`__: MAINT: download-wheels missing import
> * `#14230 <https://github.com/scipy/scipy/pull/14230 <https://github.com/scipy/scipy/pull/14230>>`__: REL: stop shipping generated Cython sources in sdist
> 
> Checksums
> =========
> 
> MD5
> ~~~
> 
> 276042cf01da2970b83883375b036eef  scipy-1.7.0-cp37-cp37m-macosx_10_9_x86_64.whl
> 8149ae5442d3ca11d477893b9797b565  scipy-1.7.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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> 330c71d5ae61a6f1a96573ee5e2dc536  scipy-1.7.0-cp38-cp38-win_amd64.whl
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> 9306001377da7b018ac0215eed2ba022  scipy-1.7.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl
> ed943492a5f97a086c96b6d158028ba4  scipy-1.7.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl
> 89499df789ff766d6140ab50b8a56745  scipy-1.7.0-cp39-cp39-win32.whl
> daf4ab11d37576bd792ece587e8f7ae6  scipy-1.7.0-cp39-cp39-win_amd64.whl
> 8776cb3e803f07c74ddf1045eb177904  scipy-1.7.0.tar.gz
> a0690bb8aa427fc0a3a59946b532763c  scipy-1.7.0.tar.xz
> f1f1970a34948e59b37e9706a3dfca0e  scipy-1.7.0.zip
> 
> SHA256
> ~~~~~~
> 
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> 998c5e6ea649489302de2c0bc026ed34284f531df89d2bdc8df3a0d44d165739  scipy-1.7.0.tar.gz
> 0564d1091b8db03418356f0839cc4bf73b9bf7cd1089586eb690208e1f44bb8d  scipy-1.7.0.tar.xz
> 3a0ec7390c491140551f6493611a30605144a4d47c0410e81f49921ada026993  scipy-1.7.0.zip
> _______________________________________________
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