<div dir="ltr"><div dir="ltr"><br></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Mon, Jun 21, 2021 at 4:24 AM Juan Nunez-Iglesias <<a href="mailto:jni@fastmail.com">jni@fastmail.com</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div style="overflow-wrap: break-word;">It appears that previous doc links have been broken without redirects? e.g.:<div><br></div><div><a href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.ndimage.distance_transform_edt.html#scipy.ndimage.distance_transform_edt" target="_blank">https://docs.scipy.org/doc/scipy/reference/generated/scipy.ndimage.distance_transform_edt.html#scipy.ndimage.distance_transform_edt</a></div><div><br></div><div>is 404. The new link is at:</div><div><br></div><div><a href="https://docs.scipy.org/doc/scipy/reference/reference/generated/scipy.ndimage.distance_transform_edt.html#scipy.ndimage.distance_transform_edt" target="_blank">https://docs.scipy.org/doc/scipy/reference/reference/generated/scipy.ndimage.distance_transform_edt.html#scipy.ndimage.distance_transform_edt</a></div><div><br></div><div>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.</div></div></blockquote><div><br></div><div>Argh, definitely a bug. The bug will be in the uploader, because <a href="https://scipy.github.io/devdocs/reference/generated/scipy.linalg.solve.html#scipy.linalg.solve">https://scipy.github.io/devdocs/reference/generated/scipy.linalg.solve.html#scipy.linalg.solve</a> looks fine.<br></div><div><br></div><div>Will try to resolve that later today.</div><div><br></div><div>Cheers,<br></div><div>Ralf</div><div><br></div><div> <br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div style="overflow-wrap: break-word;"><div><br></div><div>Juan.<br><div><div><br><blockquote type="cite"><div>On 21 Jun 2021, at 5:44 am, Tyler Reddy <<a href="mailto:tyler.je.reddy@gmail.com" target="_blank">tyler.je.reddy@gmail.com</a>> wrote:</div><br><div><div dir="ltr">Hi all,<div><br></div><div><div>On behalf of the <span><span>SciPy</span></span> development team I'm pleased to announce</div><div>the release of <span><span>SciPy</span></span> <span><span>1.7</span></span>.<span><span>0</span></span>.</div><div><br></div><div>Sources and binary wheels can be found at:<br><a href="https://pypi.org/project/scipy/" target="_blank">https://pypi.org/project/<span><span>scipy</span></span>/</a><br>and at:<br><a href="https://github.com/scipy/scipy/releases/tag/v1.7.0" target="_blank">https://github.com/scipy/scipy/releases/tag/v1.7.0</a> <br><br>One of a few ways to install this release with pip:<br><br>pip install <span><span>scipy</span></span>==<span><span>1.7</span></span>.<span><span>0</span></span></div><div><span><span><br></span></span></div><div><span><span>=====================<br>SciPy 1.7.0 Release Notes<br>=====================<br><br>SciPy 1.7.0 is the culmination of 6 months of hard work. It contains<br>many new features, numerous bug-fixes, improved test coverage and better<br>documentation. There have been a number of deprecations and API changes<br>in this release, which are documented below. All users are encouraged to<br>upgrade to this release, as there are a large number of bug-fixes and<br>optimizations. Before upgrading, we recommend that users check that<br>their own code does not use deprecated SciPy functionality (to do so,<br>run your code with ``python -Wd`` and check for ``DeprecationWarning`` s).<br>Our development attention will now shift to bug-fix releases on the<br>1.7.x branch, and on adding new features on the master branch.<br><br>This release requires Python 3.7+ and NumPy 1.16.5 or greater.<br><br>For running on PyPy, PyPy3 6.0+ is required.<br><br><br>****************************<br>Highlights of this release<br>****************************<br><br>- A new submodule for quasi-Monte Carlo, `scipy.stats.qmc`, was added<br>- The documentation design was updated to use the same PyData-Sphinx theme as<br> NumPy and other ecosystem libraries.<br>- We now vendor and leverage the Boost C++ library to enable numerous<br> improvements for long-standing weaknesses in `scipy.stats`<br>- `scipy.stats` has six new distributions, eight new (or overhauled)<br> hypothesis tests, a new function for bootstrapping, a class that enables<br> fast random variate sampling and percentile point function evaluation, <br> and many other enhancements.<br>- ``cdist`` and ``pdist`` distance calculations are faster for several metrics,<br> especially weighted cases, thanks to a rewrite to a new C++ backend framework<br>- A new class for radial basis function interpolation, `RBFInterpolator`, was<br> added to address issues with the `Rbf` class.<br><br>We gratefully acknowledge the Chan-Zuckerberg Initiative Essential Open Source<br>Software for Science program for supporting many of the improvements to<br>`scipy.stats`.<br><br>***************<br>New features<br>***************<br><br>`scipy.cluster` improvements<br>======================<br><br>An optional argument, ``seed``, has been added to ``kmeans`` and ``kmeans2`` to<br>set the random generator and random state.<br><br>`scipy.interpolate` improvements<br>=========================<br><br>Improved input validation and error messages for ``fitpack.bispev`` and<br>``fitpack.parder`` for scenarios that previously caused substantial confusion<br>for users.<br><br>The class `RBFInterpolator` was added to supersede the `Rbf` class. The new<br>class has usage that more closely follows other interpolator classes, corrects<br>sign errors that caused unexpected smoothing behavior, includes polynomial<br>terms in the interpolant (which are necessary for some RBF choices), and<br>supports interpolation using only the k-nearest neighbors for memory<br>efficiency.<br><br>`scipy.linalg` improvements<br>=====================<br><br>An LAPACK wrapper was added for access to the ``tgexc`` subroutine.<br><br>`scipy.ndimage` improvements<br>=======================<br><br>`scipy.ndimage.affine_transform` is now able to infer the ``output_shape`` from<br>the ``out`` array.<br><br>`scipy.optimize` improvements<br>=======================<br><br>The optional parameter ``bounds`` was added to<br>``_minimize_neldermead`` to support bounds constraints<br>for the Nelder-Mead solver.<br><br>``trustregion`` methods ``trust-krylov``, ``dogleg`` and ``trust-ncg`` can now<br>estimate ``hess`` by finite difference using one of<br>``["2-point", "3-point", "cs"]``.<br><br>``halton`` was added as a ``sampling_method`` in `scipy.optimize.shgo`.<br>``sobol`` was fixed and is now using `scipy.stats.qmc.Sobol`.<br><br>``halton`` and ``sobol`` were added as ``init`` methods in<br>`scipy.optimize.differential_evolution.`<br><br>``differential_evolution`` now accepts an ``x0`` parameter to provide an<br>initial guess for the minimization.<br><br>``least_squares`` has a modest performance improvement when SciPy is built<br>with Pythran transpiler enabled.<br><br>When ``linprog`` is used with ``method`` ``'highs'``, ``'highs-ipm'``, or<br>``'highs-ds'``, the result object now reports the marginals (AKA shadow<br>prices, dual values) and residuals associated with each constraint.<br><br>`scipy.signal` improvements<br>=====================<br><br>``get_window`` supports ``general_cosine`` and ``general_hamming`` window<br>functions.<br><br>`scipy.signal.medfilt2d` now releases the GIL where appropriate to enable<br>performance gains via multithreaded calculations.<br><br>`scipy.sparse` improvements<br>======================<br><br>Addition of ``dia_matrix`` sparse matrices is now faster.<br><br><br>`scipy.spatial` improvements<br>======================<br><br>``distance.cdist`` and ``distance.pdist`` performance has greatly improved for<br>certain weighted metrics. Namely: ``minkowski``, ``euclidean``, ``chebyshev``,<br>``canberra``, and ``cityblock``.<br><br>Modest performance improvements for many of the unweighted ``cdist`` and<br>``pdist`` metrics noted above.<br><br>The parameter ``seed`` was added to `scipy.spatial.vq.kmeans` and<br>`scipy.spatial.vq.kmeans2`.<br><br>The parameters ``axis`` and ``keepdims`` where added to<br>`scipy.spatial.distance.jensenshannon`.<br><br>The ``rotation`` methods ``from_rotvec`` and ``as_rotvec`` now accept a<br>``degrees`` argument to specify usage of degrees instead of radians.<br><br>`scipy.special` improvements<br>======================<br><br>Wright's generalized Bessel function for positive arguments was added as<br>`scipy.special.wright_bessel.`<br><br>An implementation of the inverse of the Log CDF of the Normal Distribution is<br>now available via `scipy.special.ndtri_exp`.<br><br>`scipy.stats` improvements<br>====================<br><br>Hypothesis Tests<br>-----------------------<br><br>The Mann-Whitney-Wilcoxon test, ``mannwhitneyu``, has been rewritten. It now<br>supports n-dimensional input, an exact test method when there are no ties,<br>and improved documentation. Please see "Other changes" for adjustments to<br>default behavior.<br><br>The new function `scipy.stats.binomtest` replaces `scipy.stats.binom_test`. The<br>new function returns an object that calculates a confidence intervals of the<br>proportion parameter. Also, performance was improved from O(n) to O(log(n)) by<br>using binary search.<br><br>The two-sample version of the Cramer-von Mises test is implemented in<br>`scipy.stats.cramervonmises_2samp`.<br><br>The Alexander-Govern test is implemented in the new function<br>`scipy.stats.alexandergovern`.<br><br>The new functions `scipy.stats.barnard_exact` and `scipy.stats. boschloo_exact`<br>respectively perform Barnard's exact test and Boschloo's exact test<br>for 2x2 contingency tables.<br><br>The new function `scipy.stats.page_trend_test` performs Page's test for ordered<br>alternatives.<br><br>The new function `scipy.stats.somersd` performs Somers' D test for ordinal<br>association between two variables.<br><br>An option, ``permutations``, has been added in `scipy.stats.ttest_ind` to<br>perform permutation t-tests. A ``trim`` option was also added to perform<br>a trimmed (Yuen's) t-test.<br><br>The ``alternative`` parameter was added to the ``skewtest``, ``kurtosistest``,<br>``ranksums``, ``mood``, ``ansari``, ``linregress``, and ``spearmanr`` functions<br>to allow one-sided hypothesis testing.<br><br>Sample statistics<br>-----------------------<br><br>The new function `scipy.stats.differential_entropy` estimates the differential<br>entropy of a continuous distribution from a sample.<br><br>The ``boxcox`` and ``boxcox_normmax`` now allow the user to control the<br>optimizer used to minimize the negative log-likelihood function.<br><br>A new function `scipy.stats.contingency.relative_risk` calculates the<br>relative risk, or risk ratio, of a 2x2 contingency table. The object<br>returned has a method to compute the confidence interval of the relative risk.<br><br>Performance improvements in the ``skew`` and ``kurtosis`` functions achieved<br>by removal of repeated/redundant calculations.<br><br>Substantial performance improvements in `scipy.stats.mstats.hdquantiles_sd`.<br><br>The new function `scipy.stats.contingency.association` computes several<br>measures of association for a contingency table: Pearsons contingency<br>coefficient, Cramer's V, and Tschuprow's T.<br><br>The parameter ``nan_policy`` was added to `scipy.stats.zmap` to provide options<br>for handling the occurrence of ``nan`` in the input data.<br><br>The parameter ``ddof`` was added to `scipy.stats.variation` and<br>`scipy.stats.mstats.variation`.<br><br>The parameter ``weights`` was added to `scipy.stats.gmean`.<br><br>Statistical Distributions<br>-------------------------------<br><br>We now vendor and leverage the Boost C++ library to address a number of<br>previously reported issues in ``stats``. Notably, ``beta``, ``binom``,<br>``nbinom`` now have Boost backends, and it is straightforward to leverage<br>the backend for additional functions.<br><br>The skew Cauchy probability distribution has been implemented as<br>`scipy.stats.skewcauchy`.<br><br>The Zipfian probability distribution has been implemented as<br>`scipy.stats.zipfian`.<br><br>The new distributions ``nchypergeom_fisher`` and ``nchypergeom_wallenius``<br>implement the Fisher and Wallenius versions of the noncentral hypergeometric<br>distribution, respectively.<br><br>The generalized hyperbolic distribution was added in<br>`scipy.stats.genhyperbolic`.<br><br>The studentized range distribution was added in `scipy.stats.studentized_range`.<br><br>`scipy.stats.argus` now has improved handling for small parameter values.<br><br>Better argument handling/preparation has resulted in performance improvements<br>for many distributions.<br><br>The ``cosine`` distribution has added ufuncs for ``ppf``, ``cdf``, ``sf``, and<br>``isf`` methods including numerical precision improvements at the edges of the<br>support of the distribution.<br><br>An option to fit the distribution to data by the method of moments has been<br>added to the ``fit`` method of the univariate continuous distributions.<br><br>Other<br>---------<br>`scipy.stats.bootstrap` has been added to allow estimation of the confidence<br>interval and standard error of a statistic.<br><br>The new function `scipy.stats.contingency.crosstab` computes a contingency<br>table (i.e. a table of counts of unique entries) for the given data.<br><br>`scipy.stats.NumericalInverseHermite` enables fast random variate sampling<br>and percentile point function evaluation of an arbitrary univariate statistical<br>distribution.<br><br>New `scipy.stats.qmc` module<br>-----------------------------------------<br><br>This new module provides Quasi-Monte Carlo (QMC) generators and associated<br>helper functions.<br><br>It provides a generic class `scipy.stats.qmc.QMCEngine` which defines a QMC<br>engine/sampler. An engine is state aware: it can be continued, advanced and<br>reset. 3 base samplers are available:<br><br>- `scipy.stats.qmc.Sobol` the well known Sobol low discrepancy sequence.<br> Several warnings have been added to guide the user into properly using this<br> sampler. The sequence is scrambled by default.<br>- `scipy.stats.qmc.Halton`: Halton low discrepancy sequence. The sequence is<br> scrambled by default.<br>- `scipy.stats.qmc.LatinHypercube`: plain LHS design.<br><br>And 2 special samplers are available:<br><br>- `scipy.stats.qmc.MultinomialQMC`: sampling from a multinomial distribution<br> using any of the base `scipy.stats.qmc.QMCEngine`.<br>- `scipy.stats.qmc.MultivariateNormalQMC`: sampling from a multivariate Normal<br> using any of the base `scipy.stats.qmc.QMCEngine`.<br><br>The module also provide the following helpers:<br><br>- `scipy.stats.qmc.discrepancy`: assess the quality of a set of points in terms<br> of space coverage.<br>- `scipy.stats.qmc.update_discrepancy`: can be used in an optimization loop to<br> construct a good set of points.<br>- `scipy.stats.qmc.scale`: easily scale a set of points from (to) the unit<br> interval to (from) a given range.<br><br><br>***********************<br>Deprecated features<br>***********************<br><br>`scipy.linalg` deprecations<br>====================<br><br>- `scipy.linalg.pinv2` is deprecated and its functionality is completely<br> subsumed into `scipy.linalg.pinv`<br>- Both ``rcond``, ``cond`` keywords of `scipy.linalg.pinv` and<br> `scipy.linalg.pinvh` were not working and now are deprecated. They are now<br> replaced with functioning ``atol`` and ``rtol`` keywords with clear usage.<br><br>`scipy.spatial` deprecations<br>=====================<br><br>- `scipy.spatial.distance` metrics expect 1d input vectors but will call<br> ``np.squeeze`` on their inputs to accept any extra length-1 dimensions. That<br> behaviour is now deprecated.<br><br>*****************<br>Other changes<br>*****************<br><br>We now accept and leverage performance improvements from the ahead-of-time<br>Python-to-C++ transpiler, Pythran, which can be optionally disabled (via<br>``export SCIPY_USE_PYTHRAN=0``) but is enabled by default at build time.<br><br>There are two changes to the default behavior of `scipy.stats.mannwhitenyu`:<br><br>- For years, use of the default ``alternative=None`` was deprecated; explicit<br> ``alternative`` specification was required. Use of the new default value of<br> ``alternative``, "two-sided", is now permitted.<br>- Previously, all p-values were based on an asymptotic approximation. Now, for<br> small samples without ties, the p-values returned are exact by default.<br><br>Support has been added for PEP 621 (project metadata in ``pyproject.toml``)<br><br>We now support a Gitpod environment to reduce the barrier to entry for SciPy<br>development; for more details see :ref:`quickstart-gitpod`.<br><br><br>*********<br>Authors<br>*********<br><br>* @endolith<br>* Jelle Aalbers +<br>* Adam +<br>* Tania Allard +<br>* Sven Baars +<br>* Max Balandat +<br>* baumgarc +<br>* Christoph Baumgarten<br>* Peter Bell<br>* Lilian Besson<br>* Robinson Besson +<br>* Max Bolingbroke<br>* Blair Bonnett +<br>* Jordão Bragantini<br>* Harm Buisman +<br>* Evgeni Burovski<br>* Matthias Bussonnier<br>* Dominic C<br>* CJ Carey<br>* Ramón Casero +<br>* Chachay +<br>* charlotte12l +<br>* Benjamin Curtice Corbett +<br>* Falcon Dai +<br>* Ian Dall +<br>* Terry Davis<br>* droussea2001 +<br>* DWesl +<br>* dwight200 +<br>* Thomas J. Fan +<br>* Joseph Fox-Rabinovitz<br>* Max Frei +<br>* Laura Gutierrez Funderburk +<br>* gbonomib +<br>* Matthias Geier +<br>* Pradipta Ghosh +<br>* Ralf Gommers<br>* Evan H +<br>* h-vetinari<br>* Matt Haberland<br>* Anselm Hahn +<br>* Alex Henrie<br>* Piet Hessenius +<br>* Trever Hines +<br>* Elisha Hollander +<br>* Stephan Hoyer<br>* Tom Hu +<br>* Kei Ishikawa +<br>* Julien Jerphanion<br>* Robert Kern<br>* Shashank KS +<br>* Peter Mahler Larsen<br>* Eric Larson<br>* Cheng H. Lee +<br>* Gregory R. Lee<br>* Jean-Benoist Leger +<br>* lgfunderburk +<br>* liam-o-marsh +<br>* Xingyu Liu +<br>* Alex Loftus +<br>* Christian Lorentzen +<br>* Cong Ma<br>* Marc +<br>* MarkPundurs +<br>* Markus Löning +<br>* Liam Marsh +<br>* Nicholas McKibben<br>* melissawm +<br>* Jamie Morton<br>* Andrew Nelson<br>* Nikola Forró<br>* Tor Nordam +<br>* Olivier Gauthé +<br>* Rohit Pandey +<br>* Avanindra Kumar Pandeya +<br>* Tirth Patel<br>* paugier +<br>* Alex H. Wagner, PhD +<br>* Jeff Plourde +<br>* Ilhan Polat<br>* pranavrajpal +<br>* Vladyslav Rachek<br>* Bharat Raghunathan<br>* Recursing +<br>* Tyler Reddy<br>* Lucas Roberts<br>* Gregor Robinson +<br>* Pamphile Roy +<br>* Atsushi Sakai<br>* Benjamin Santos<br>* Martin K. Scherer +<br>* Thomas Schmelzer +<br>* Daniel Scott +<br>* Sebastian Wallkötter +<br>* serge-sans-paille +<br>* Namami Shanker +<br>* Masashi Shibata +<br>* Alexandre de Siqueira +<br>* Albert Steppi +<br>* Adam J. Stewart +<br>* Kai Striega<br>* Diana Sukhoverkhova<br>* Søren Fuglede Jørgensen<br>* Mike Taves<br>* Dan Temkin +<br>* Nicolas Tessore +<br>* tsubota20 +<br>* Robert Uhl<br>* christos val +<br>* Bas van Beek +<br>* Ashutosh Varma +<br>* Jose Vazquez +<br>* Sebastiano Vigna<br>* Aditya Vijaykumar<br>* VNMabus<br>* Arthur Volant +<br>* Samuel Wallan<br>* Stefan van der Walt<br>* Warren Weckesser<br>* Anreas Weh<br>* Josh Wilson<br>* Rory Yorke<br>* Egor Zemlyanoy<br>* Marc Zoeller +<br>* zoj613 +<br>* 秋纫 +<br><br>A total of 126 people contributed to this release.<br>People with a "+" by their names contributed a patch for the first time.<br>This list of names is automatically generated, and may not be fully complete.<br><br>**************************<br>Issues closed for 1.7.0<br>**************************<br><br>* `#636 <<a href="https://github.com/scipy/scipy/issues/636" target="_blank">https://github.com/scipy/scipy/issues/636</a>>`__: Statistics Review: mannwhitneyu (Trac #109)<br>* `#1346 <<a href="https://github.com/scipy/scipy/issues/1346" target="_blank">https://github.com/scipy/scipy/issues/1346</a>>`__: signal.medfilt2d should fall back on signal.medfilt for types...<br>* `#2118 <<a href="https://github.com/scipy/scipy/issues/2118" target="_blank">https://github.com/scipy/scipy/issues/2118</a>>`__: Mann-Whitney statistic returns incorrect results (Trac #1593)<br>* `#2158 <<a href="https://github.com/scipy/scipy/issues/2158" target="_blank">https://github.com/scipy/scipy/issues/2158</a>>`__: special.chndtrix (ncx2.ppf) gives wrong results (Trac #1633)<br>* `#3284 <<a href="https://github.com/scipy/scipy/issues/3284" target="_blank">https://github.com/scipy/scipy/issues/3284</a>>`__: build_sphinx weirdness<br>* `#3352 <<a href="https://github.com/scipy/scipy/issues/3352" target="_blank">https://github.com/scipy/scipy/issues/3352</a>>`__: beta distribution sf<br>* `#4067 <<a href="https://github.com/scipy/scipy/issues/4067" target="_blank">https://github.com/scipy/scipy/issues/4067</a>>`__: Mannwhitneyu with arrays full of nan still reports significance<br>* `#4080 <<a href="https://github.com/scipy/scipy/issues/4080" target="_blank">https://github.com/scipy/scipy/issues/4080</a>>`__: entropy in Scipy<br>* `#4641 <<a href="https://github.com/scipy/scipy/issues/4641" target="_blank">https://github.com/scipy/scipy/issues/4641</a>>`__: mstats.mannwhitneyu and stats.mannwhitneyu return inconsistent...<br>* `#5122 <<a href="https://github.com/scipy/scipy/issues/5122" target="_blank">https://github.com/scipy/scipy/issues/5122</a>>`__: scipy.stats.binom.ppf Incorrect for p=0<br>* `#5180 <<a href="https://github.com/scipy/scipy/issues/5180" target="_blank">https://github.com/scipy/scipy/issues/5180</a>>`__: Rbf interpolation - use only K nearest neighbors<br>* `#5258 <<a href="https://github.com/scipy/scipy/issues/5258" target="_blank">https://github.com/scipy/scipy/issues/5258</a>>`__: affine_transform complains about output_shape when output array...<br>* `#5562 <<a href="https://github.com/scipy/scipy/issues/5562" target="_blank">https://github.com/scipy/scipy/issues/5562</a>>`__: Wishart degrees of freedom should be $v > p-1$ instead of $v...<br>* `#5933 <<a href="https://github.com/scipy/scipy/issues/5933" target="_blank">https://github.com/scipy/scipy/issues/5933</a>>`__: mstats_basic.py - mannwhitneyu [scipy/scipy/stats/mstats_basic.py]<br>* `#6409 <<a href="https://github.com/scipy/scipy/issues/6409" target="_blank">https://github.com/scipy/scipy/issues/6409</a>>`__: _unequal_var_ttest_denom causes ZeroDivisionError in early samples<br>* `#6682 <<a href="https://github.com/scipy/scipy/issues/6682" target="_blank">https://github.com/scipy/scipy/issues/6682</a>>`__: negative binomial survival function is imprecise<br>* `#6897 <<a href="https://github.com/scipy/scipy/issues/6897" target="_blank">https://github.com/scipy/scipy/issues/6897</a>>`__: scipy.stats.mannwhitneyu of empty sets gives p=0.0 and does not...<br>* `#7303 <<a href="https://github.com/scipy/scipy/issues/7303" target="_blank">https://github.com/scipy/scipy/issues/7303</a>>`__: stats.describe with nan_policy=omit returns matrix-wide minmax...<br>* `#7406 <<a href="https://github.com/scipy/scipy/issues/7406" target="_blank">https://github.com/scipy/scipy/issues/7406</a>>`__: scipy.stats.binom.ppf returns nan for q between 0 and 1 if n...<br>* `#7437 <<a href="https://github.com/scipy/scipy/issues/7437" target="_blank">https://github.com/scipy/scipy/issues/7437</a>>`__: ENH: add skewed Cauchy distribution to stats<br>* `#7542 <<a href="https://github.com/scipy/scipy/issues/7542" target="_blank">https://github.com/scipy/scipy/issues/7542</a>>`__: DOC: stats tutorials: Questions on arcsine and Student t formulae<br>* `#7593 <<a href="https://github.com/scipy/scipy/issues/7593" target="_blank">https://github.com/scipy/scipy/issues/7593</a>>`__: Meaning of \`tol\` argument in \`scipy.optimize.minimize\` is...<br>* `#8565 <<a href="https://github.com/scipy/scipy/issues/8565" target="_blank">https://github.com/scipy/scipy/issues/8565</a>>`__: Error in SmoothSphereBivariateSpline(): "ValueError: Error code...<br>* `#8665 <<a href="https://github.com/scipy/scipy/issues/8665" target="_blank">https://github.com/scipy/scipy/issues/8665</a>>`__: \`scipy.ncx2.sf\` should be monotone decreasing<br>* `#8836 <<a href="https://github.com/scipy/scipy/issues/8836" target="_blank">https://github.com/scipy/scipy/issues/8836</a>>`__: scipy.optimize.linprog(method='simplex') needs to return duals<br>* `#9184 <<a href="https://github.com/scipy/scipy/issues/9184" target="_blank">https://github.com/scipy/scipy/issues/9184</a>>`__: Mann-Whitney implementation wrong?<br>* `#9450 <<a href="https://github.com/scipy/scipy/issues/9450" target="_blank">https://github.com/scipy/scipy/issues/9450</a>>`__: allow seeding of init methods in vq.kmeans2<br>* `#9704 <<a href="https://github.com/scipy/scipy/issues/9704" target="_blank">https://github.com/scipy/scipy/issues/9704</a>>`__: RectSphereBivariateSpline fails for negative longitude<br>* `#9836 <<a href="https://github.com/scipy/scipy/issues/9836" target="_blank">https://github.com/scipy/scipy/issues/9836</a>>`__: scipy.stats.rice gives incorrect results when s is very low compared...<br>* `#9904 <<a href="https://github.com/scipy/scipy/issues/9904" target="_blank">https://github.com/scipy/scipy/issues/9904</a>>`__: Request/Proposal: Greatly improve scipy.interpolate.Rbf<br>* `#9981 <<a href="https://github.com/scipy/scipy/issues/9981" target="_blank">https://github.com/scipy/scipy/issues/9981</a>>`__: stats.kruskal : add a warning for an input with 2 or more columns<br>* `#10358 <<a href="https://github.com/scipy/scipy/issues/10358" target="_blank">https://github.com/scipy/scipy/issues/10358</a>>`__: DOC: linprog and linear_sum_assignment tutorials needed<br>* `#10908 <<a href="https://github.com/scipy/scipy/issues/10908" target="_blank">https://github.com/scipy/scipy/issues/10908</a>>`__: Nakami fitting doesn't converge (scipy.stats)<br>* `#10933 <<a href="https://github.com/scipy/scipy/issues/10933" target="_blank">https://github.com/scipy/scipy/issues/10933</a>>`__: Add scaled inverse chi2 distribution<br>* `#11014 <<a href="https://github.com/scipy/scipy/issues/11014" target="_blank">https://github.com/scipy/scipy/issues/11014</a>>`__: Barnard's Test for More Powerful Hypothesis Testing of 2x2 Contingency...<br>* `#11050 <<a href="https://github.com/scipy/scipy/issues/11050" target="_blank">https://github.com/scipy/scipy/issues/11050</a>>`__: Feature request: Nelder-Mead with bounds<br>* `#11086 <<a href="https://github.com/scipy/scipy/issues/11086" target="_blank">https://github.com/scipy/scipy/issues/11086</a>>`__: scipy.stats.skew doesn't work correctly for float point numbers<br>* `#11113 <<a href="https://github.com/scipy/scipy/issues/11113" target="_blank">https://github.com/scipy/scipy/issues/11113</a>>`__: inconsistent result from ttest_ind and mannwhitneyu when used...<br>* `#11134 <<a href="https://github.com/scipy/scipy/issues/11134" target="_blank">https://github.com/scipy/scipy/issues/11134</a>>`__: Wrong confidence interval for binomial distribution with p=0<br>* `#11325 <<a href="https://github.com/scipy/scipy/issues/11325" target="_blank">https://github.com/scipy/scipy/issues/11325</a>>`__: Add axis parameter for scipy.spatial.distance.jensenshannon<br>* `#11474 <<a href="https://github.com/scipy/scipy/issues/11474" target="_blank">https://github.com/scipy/scipy/issues/11474</a>>`__: scipy.stats.skellam.cdf(0) returns 0 for large mu1 = mu2<br>* `#11523 <<a href="https://github.com/scipy/scipy/issues/11523" target="_blank">https://github.com/scipy/scipy/issues/11523</a>>`__: scipy.stats.zipf doesn't implement zipf distribution<br>* `#11848 <<a href="https://github.com/scipy/scipy/issues/11848" target="_blank">https://github.com/scipy/scipy/issues/11848</a>>`__: How to get Lagrange / lambda multipliers out of 'linprog' optimize...<br>* `#11909 <<a href="https://github.com/scipy/scipy/issues/11909" target="_blank">https://github.com/scipy/scipy/issues/11909</a>>`__: Enable bounds for lambda in boxcox<br>* `#12118 <<a href="https://github.com/scipy/scipy/issues/12118" target="_blank">https://github.com/scipy/scipy/issues/12118</a>>`__: Docstring missing defaults<br>* `#12132 <<a href="https://github.com/scipy/scipy/issues/12132" target="_blank">https://github.com/scipy/scipy/issues/12132</a>>`__: Slow tests to be trimmed or moved to test('full')<br>* `#12230 <<a href="https://github.com/scipy/scipy/issues/12230" target="_blank">https://github.com/scipy/scipy/issues/12230</a>>`__: Dendrogram: enable leaves labelling with 'labels' when using...<br>* `#12282 <<a href="https://github.com/scipy/scipy/issues/12282" target="_blank">https://github.com/scipy/scipy/issues/12282</a>>`__: scipy.stats.chisquare test does not check that observed and expected...<br>* `#12298 <<a href="https://github.com/scipy/scipy/issues/12298" target="_blank">https://github.com/scipy/scipy/issues/12298</a>>`__: BUG: fmin_powell missing squeeze in 1.5.0rc<br>* `#12403 <<a href="https://github.com/scipy/scipy/issues/12403" target="_blank">https://github.com/scipy/scipy/issues/12403</a>>`__: Add nan_policy to stats.zmap<br>* `#12518 <<a href="https://github.com/scipy/scipy/issues/12518" target="_blank">https://github.com/scipy/scipy/issues/12518</a>>`__: Null hypothesis of Kolmogorov Smirnov test is not correctly described<br>* `#12534 <<a href="https://github.com/scipy/scipy/issues/12534" target="_blank">https://github.com/scipy/scipy/issues/12534</a>>`__: Feature request: scipy.linalg.norm to deal with 0-size array<br>* `#12622 <<a href="https://github.com/scipy/scipy/issues/12622" target="_blank">https://github.com/scipy/scipy/issues/12622</a>>`__: scipy.interpolate.interpn docstring example<br>* `#12635 <<a href="https://github.com/scipy/scipy/issues/12635" target="_blank">https://github.com/scipy/scipy/issues/12635</a>>`__: scipy.stats.beta.ppf gives unexpexted results<br>* `#12669 <<a href="https://github.com/scipy/scipy/issues/12669" target="_blank">https://github.com/scipy/scipy/issues/12669</a>>`__: Median-averaging of complex CSDs<br>* `#12731 <<a href="https://github.com/scipy/scipy/issues/12731" target="_blank">https://github.com/scipy/scipy/issues/12731</a>>`__: stats.ncx2.cdf fails for nc >> x >> 1<br>* `#12778 <<a href="https://github.com/scipy/scipy/issues/12778" target="_blank">https://github.com/scipy/scipy/issues/12778</a>>`__: Confusing documentation of scipy.stats.weightedtau<br>* `#12794 <<a href="https://github.com/scipy/scipy/issues/12794" target="_blank">https://github.com/scipy/scipy/issues/12794</a>>`__: [Bug] The result of stats.beta.isf is inconsistent with stats.beta.sf<br>* `#12837 <<a href="https://github.com/scipy/scipy/issues/12837" target="_blank">https://github.com/scipy/scipy/issues/12837</a>>`__: stats.mannwhitneyu could support arrays<br>* `#12868 <<a href="https://github.com/scipy/scipy/issues/12868" target="_blank">https://github.com/scipy/scipy/issues/12868</a>>`__: Vector-valued interpolation in \`interp2d\`<br>* `#12922 <<a href="https://github.com/scipy/scipy/issues/12922" target="_blank">https://github.com/scipy/scipy/issues/12922</a>>`__: Minimize with trust-constr method leads to TypeError if option...<br>* `#12929 <<a href="https://github.com/scipy/scipy/issues/12929" target="_blank">https://github.com/scipy/scipy/issues/12929</a>>`__: The use of starred expressions to create data detracts from understanding...<br>* `#12965 <<a href="https://github.com/scipy/scipy/issues/12965" target="_blank">https://github.com/scipy/scipy/issues/12965</a>>`__: domain of argument of scipy.interpolate.RectSphereBivariateSpline(u,...<br>* `#13025 <<a href="https://github.com/scipy/scipy/issues/13025" target="_blank">https://github.com/scipy/scipy/issues/13025</a>>`__: Generalized Hyperbolic Distribution<br>* `#13090 <<a href="https://github.com/scipy/scipy/issues/13090" target="_blank">https://github.com/scipy/scipy/issues/13090</a>>`__: Broken link in doc for signal.max_len_seq<br>* `#13101 <<a href="https://github.com/scipy/scipy/issues/13101" target="_blank">https://github.com/scipy/scipy/issues/13101</a>>`__: MAINT: Upgrade python version in docker file<br>* `#13158 <<a href="https://github.com/scipy/scipy/issues/13158" target="_blank">https://github.com/scipy/scipy/issues/13158</a>>`__: \`signal.get_window()\` has a missing doc link and cannot get...<br>* `#13173 <<a href="https://github.com/scipy/scipy/issues/13173" target="_blank">https://github.com/scipy/scipy/issues/13173</a>>`__: Uninformative error message from bisplev function<br>* `#13234 <<a href="https://github.com/scipy/scipy/issues/13234" target="_blank">https://github.com/scipy/scipy/issues/13234</a>>`__: BUG: stats: Wrong shape of burr.moment() and fisk.moment() when...<br>* `#13242 <<a href="https://github.com/scipy/scipy/issues/13242" target="_blank">https://github.com/scipy/scipy/issues/13242</a>>`__: Does kmeans "drop" clusters?<br>* `#13243 <<a href="https://github.com/scipy/scipy/issues/13243" target="_blank">https://github.com/scipy/scipy/issues/13243</a>>`__: tgsen uses an output argument for computing a default argument<br>* `#13245 <<a href="https://github.com/scipy/scipy/issues/13245" target="_blank">https://github.com/scipy/scipy/issues/13245</a>>`__: Kurtosis returning 1 for array of same elements<br>* `#13257 <<a href="https://github.com/scipy/scipy/issues/13257" target="_blank">https://github.com/scipy/scipy/issues/13257</a>>`__: GitHub Actions test failures for MacOS<br>* `#13272 <<a href="https://github.com/scipy/scipy/issues/13272" target="_blank">https://github.com/scipy/scipy/issues/13272</a>>`__: scipy.stats.yeojohnson_llf doc mistake<br>* `#13280 <<a href="https://github.com/scipy/scipy/issues/13280" target="_blank">https://github.com/scipy/scipy/issues/13280</a>>`__: Wrong results with hypergeom cdf<br>* `#13285 <<a href="https://github.com/scipy/scipy/issues/13285" target="_blank">https://github.com/scipy/scipy/issues/13285</a>>`__: description correction in scipy.stats.t<br>* `#13287 <<a href="https://github.com/scipy/scipy/issues/13287" target="_blank">https://github.com/scipy/scipy/issues/13287</a>>`__: Generate binomial CDF with mu instead of prob<br>* `#13294 <<a href="https://github.com/scipy/scipy/issues/13294" target="_blank">https://github.com/scipy/scipy/issues/13294</a>>`__: BUG: stats: wrong bounds returned by 'support' method for distributions...<br>* `#13299 <<a href="https://github.com/scipy/scipy/issues/13299" target="_blank">https://github.com/scipy/scipy/issues/13299</a>>`__: Typing for scipy.spatial<br>* `#13300 <<a href="https://github.com/scipy/scipy/issues/13300" target="_blank">https://github.com/scipy/scipy/issues/13300</a>>`__: Add a single individual to a latinhypercube initial population...<br>* `#13311 <<a href="https://github.com/scipy/scipy/issues/13311" target="_blank">https://github.com/scipy/scipy/issues/13311</a>>`__: MAINT: pavement.py PYVER is outdated<br>* `#13339 <<a href="https://github.com/scipy/scipy/issues/13339" target="_blank">https://github.com/scipy/scipy/issues/13339</a>>`__: savemat discards dimension information if any dimension is zero<br>* `#13341 <<a href="https://github.com/scipy/scipy/issues/13341" target="_blank">https://github.com/scipy/scipy/issues/13341</a>>`__: add scipy.stats.variation with an ddof parameter<br>* `#13353 <<a href="https://github.com/scipy/scipy/issues/13353" target="_blank">https://github.com/scipy/scipy/issues/13353</a>>`__: Documentation: in scipy.stats.johnsonsu, parameter \`a\` can...<br>* `#13405 <<a href="https://github.com/scipy/scipy/issues/13405" target="_blank">https://github.com/scipy/scipy/issues/13405</a>>`__: TST: add a few tests for sparse BSR ctor<br>* `#13410 <<a href="https://github.com/scipy/scipy/issues/13410" target="_blank">https://github.com/scipy/scipy/issues/13410</a>>`__: BUG: skew for empty array raises<br>* `#13417 <<a href="https://github.com/scipy/scipy/issues/13417" target="_blank">https://github.com/scipy/scipy/issues/13417</a>>`__: 10,000 times speedup for generating random numbers from the cosine...<br>* `#13440 <<a href="https://github.com/scipy/scipy/issues/13440" target="_blank">https://github.com/scipy/scipy/issues/13440</a>>`__: python runtest.py -t path-to-test.py failed<br>* `#13454 <<a href="https://github.com/scipy/scipy/issues/13454" target="_blank">https://github.com/scipy/scipy/issues/13454</a>>`__: Scipy cosine distance can be greater than 2<br>* `#13459 <<a href="https://github.com/scipy/scipy/issues/13459" target="_blank">https://github.com/scipy/scipy/issues/13459</a>>`__: Broken link in cramervonmises documentation<br>* `#13494 <<a href="https://github.com/scipy/scipy/issues/13494" target="_blank">https://github.com/scipy/scipy/issues/13494</a>>`__: One-word typo in the documentation of optimize.linprog_simplex<br>* `#13501 <<a href="https://github.com/scipy/scipy/issues/13501" target="_blank">https://github.com/scipy/scipy/issues/13501</a>>`__: minimize using Powell methods with Bounds leads to "TypeError:...<br>* `#13509 <<a href="https://github.com/scipy/scipy/issues/13509" target="_blank">https://github.com/scipy/scipy/issues/13509</a>>`__: signal.medfilt2d vs ndimage.median_filter<br>* `#13511 <<a href="https://github.com/scipy/scipy/issues/13511" target="_blank">https://github.com/scipy/scipy/issues/13511</a>>`__: DOC: error in description of "direc" parameter of "fmin_powell"<br>* `#13526 <<a href="https://github.com/scipy/scipy/issues/13526" target="_blank">https://github.com/scipy/scipy/issues/13526</a>>`__: TST: stats: intermittent \`test_ttest_ind_randperm_alternative2...<br>* `#13536 <<a href="https://github.com/scipy/scipy/issues/13536" target="_blank">https://github.com/scipy/scipy/issues/13536</a>>`__: \`_within_tolerance\` seems an unnecessary repetition of \`numpy.isclose\`<br>* `#13540 <<a href="https://github.com/scipy/scipy/issues/13540" target="_blank">https://github.com/scipy/scipy/issues/13540</a>>`__: missing python 3.8 manylinux wheels on scipy-wheels-nightly<br>* `#13559 <<a href="https://github.com/scipy/scipy/issues/13559" target="_blank">https://github.com/scipy/scipy/issues/13559</a>>`__: shape error in linprog with revised simplex<br>* `#13587 <<a href="https://github.com/scipy/scipy/issues/13587" target="_blank">https://github.com/scipy/scipy/issues/13587</a>>`__: binned_statistic unreliable with single precision<br>* `#13589 <<a href="https://github.com/scipy/scipy/issues/13589" target="_blank">https://github.com/scipy/scipy/issues/13589</a>>`__: Better argument preparation for distributions in stats package.<br>* `#13602 <<a href="https://github.com/scipy/scipy/issues/13602" target="_blank">https://github.com/scipy/scipy/issues/13602</a>>`__: The crystallball distribution entropy is sometimes minus infinity<br>* `#13606 <<a href="https://github.com/scipy/scipy/issues/13606" target="_blank">https://github.com/scipy/scipy/issues/13606</a>>`__: MAINT: mypy: some typing errors while running mypy + adding mypy...<br>* `#13608 <<a href="https://github.com/scipy/scipy/issues/13608" target="_blank">https://github.com/scipy/scipy/issues/13608</a>>`__: Why does stats.binned_statistic_2d convert its values argument...<br>* `#13609 <<a href="https://github.com/scipy/scipy/issues/13609" target="_blank">https://github.com/scipy/scipy/issues/13609</a>>`__: BUG: SciPy pip install -e gets unusable version spec<br>* `#13610 <<a href="https://github.com/scipy/scipy/issues/13610" target="_blank">https://github.com/scipy/scipy/issues/13610</a>>`__: Highs solver did not provide a solution nor did it report a failure<br>* `#13614 <<a href="https://github.com/scipy/scipy/issues/13614" target="_blank">https://github.com/scipy/scipy/issues/13614</a>>`__: BUG: invgauss.cdf should return the correct value when \`mu\`...<br>* `#13628 <<a href="https://github.com/scipy/scipy/issues/13628" target="_blank">https://github.com/scipy/scipy/issues/13628</a>>`__: 1-letter typo in the definition of scipy.special.spence function...<br>* `#13634 <<a href="https://github.com/scipy/scipy/issues/13634" target="_blank">https://github.com/scipy/scipy/issues/13634</a>>`__: mmwrite fails on dense, skew-symmetric array<br>* `#13646 <<a href="https://github.com/scipy/scipy/issues/13646" target="_blank">https://github.com/scipy/scipy/issues/13646</a>>`__: Sparse matrix argmax() integer overflow on Windows 10<br>* `#13647 <<a href="https://github.com/scipy/scipy/issues/13647" target="_blank">https://github.com/scipy/scipy/issues/13647</a>>`__: \`scipy.stats.qmc.LatinHypercube\` cannot sample single sample...<br>* `#13651 <<a href="https://github.com/scipy/scipy/issues/13651" target="_blank">https://github.com/scipy/scipy/issues/13651</a>>`__: Documentation wrong in scipy.linalg.eigvalsh<br>* `#13664 <<a href="https://github.com/scipy/scipy/issues/13664" target="_blank">https://github.com/scipy/scipy/issues/13664</a>>`__: BUG: gamma distribution's inverse survival function overflows...<br>* `#13693 <<a href="https://github.com/scipy/scipy/issues/13693" target="_blank">https://github.com/scipy/scipy/issues/13693</a>>`__: BUG: sokalmichener appears to incorrectly apply weights<br>* `#13697 <<a href="https://github.com/scipy/scipy/issues/13697" target="_blank">https://github.com/scipy/scipy/issues/13697</a>>`__: BUG: stats: Spurious warning generated by arcsine.pdf at the...<br>* `#13704 <<a href="https://github.com/scipy/scipy/issues/13704" target="_blank">https://github.com/scipy/scipy/issues/13704</a>>`__: Make it possible to pass a rank cut-off value relatively to the...<br>* `#13707 <<a href="https://github.com/scipy/scipy/issues/13707" target="_blank">https://github.com/scipy/scipy/issues/13707</a>>`__: Kullback Leibler Divergence broadcasting no longer works<br>* `#13740 <<a href="https://github.com/scipy/scipy/issues/13740" target="_blank">https://github.com/scipy/scipy/issues/13740</a>>`__: Scipy.optimize x0 out of bounds when it is within bounds.<br>* `#13744 <<a href="https://github.com/scipy/scipy/issues/13744" target="_blank">https://github.com/scipy/scipy/issues/13744</a>>`__: scipy.interpolate.interp1d has inconsistent behavior for non-unique...<br>* `#13754 <<a href="https://github.com/scipy/scipy/issues/13754" target="_blank">https://github.com/scipy/scipy/issues/13754</a>>`__: optimize.minimize 'trust' methods and finite difference Hessian...<br>* `#13762 <<a href="https://github.com/scipy/scipy/issues/13762" target="_blank">https://github.com/scipy/scipy/issues/13762</a>>`__: MAINT, TST: aarch64 stats test failures showing up in wheels...<br>* `#13769 <<a href="https://github.com/scipy/scipy/issues/13769" target="_blank">https://github.com/scipy/scipy/issues/13769</a>>`__: probplot draws fit line even when fit=False<br>* `#13791 <<a href="https://github.com/scipy/scipy/issues/13791" target="_blank">https://github.com/scipy/scipy/issues/13791</a>>`__: BUG: stats: wrapcauchy.cdf does not broadcast the shape parameter...<br>* `#13793 <<a href="https://github.com/scipy/scipy/issues/13793" target="_blank">https://github.com/scipy/scipy/issues/13793</a>>`__: CI: CircleCI doc build failure<br>* `#13840 <<a href="https://github.com/scipy/scipy/issues/13840" target="_blank">https://github.com/scipy/scipy/issues/13840</a>>`__: manylinux1 builds are failing because of C99 usage in \`special/_cosine.c\`<br>* `#13850 <<a href="https://github.com/scipy/scipy/issues/13850" target="_blank">https://github.com/scipy/scipy/issues/13850</a>>`__: CI: Homebrew is failing due to bintray<br>* `#13875 <<a href="https://github.com/scipy/scipy/issues/13875" target="_blank">https://github.com/scipy/scipy/issues/13875</a>>`__: BUG: chi2_contingency with Yates correction<br>* `#13878 <<a href="https://github.com/scipy/scipy/issues/13878" target="_blank">https://github.com/scipy/scipy/issues/13878</a>>`__: BUG: \`signal.get_window\` argument handling issue<br>* `#13880 <<a href="https://github.com/scipy/scipy/issues/13880" target="_blank">https://github.com/scipy/scipy/issues/13880</a>>`__: Remove all usages of numpy.compat<br>* `#13896 <<a href="https://github.com/scipy/scipy/issues/13896" target="_blank">https://github.com/scipy/scipy/issues/13896</a>>`__: Boschloo's Test for More Powerful Hypothesis Testing of 2x2 Contingency...<br>* `#13923 <<a href="https://github.com/scipy/scipy/issues/13923" target="_blank">https://github.com/scipy/scipy/issues/13923</a>>`__: Inverse of Log CDF of Normal Distribution<br>* `#13933 <<a href="https://github.com/scipy/scipy/issues/13933" target="_blank">https://github.com/scipy/scipy/issues/13933</a>>`__: \`signal.get_window\` does not support \`general_cosine\` and...<br>* `#13950 <<a href="https://github.com/scipy/scipy/issues/13950" target="_blank">https://github.com/scipy/scipy/issues/13950</a>>`__: DOC: scipy.spatial.KDTree.query<br>* `#13969 <<a href="https://github.com/scipy/scipy/issues/13969" target="_blank">https://github.com/scipy/scipy/issues/13969</a>>`__: N=4 must not exceed M=3<br>* `#13970 <<a href="https://github.com/scipy/scipy/issues/13970" target="_blank">https://github.com/scipy/scipy/issues/13970</a>>`__: Pearson's original paper on chi-square test could be referenced.<br>* `#13984 <<a href="https://github.com/scipy/scipy/issues/13984" target="_blank">https://github.com/scipy/scipy/issues/13984</a>>`__: Faster addition of sparse diagonal matrices<br>* `#13988 <<a href="https://github.com/scipy/scipy/issues/13988" target="_blank">https://github.com/scipy/scipy/issues/13988</a>>`__: An error occurred when using scipy.io.wavfile of scipy 1.6 version...<br>* `#13997 <<a href="https://github.com/scipy/scipy/issues/13997" target="_blank">https://github.com/scipy/scipy/issues/13997</a>>`__: BUG: sparse: Incorrect result from \`dia_matrix.diagonal()\`<br>* `#14005 <<a href="https://github.com/scipy/scipy/issues/14005" target="_blank">https://github.com/scipy/scipy/issues/14005</a>>`__: MAINT: optimize: \`curve_fit\` input error msg can be improved.<br>* `#14038 <<a href="https://github.com/scipy/scipy/issues/14038" target="_blank">https://github.com/scipy/scipy/issues/14038</a>>`__: MAINT: add type annotations for _sobol.pyx<br>* `#14048 <<a href="https://github.com/scipy/scipy/issues/14048" target="_blank">https://github.com/scipy/scipy/issues/14048</a>>`__: DOC: missing git submodule information<br>* `#14055 <<a href="https://github.com/scipy/scipy/issues/14055" target="_blank">https://github.com/scipy/scipy/issues/14055</a>>`__: linalg.solve: Unclear error when using assume_a='her' with real...<br>* `#14093 <<a href="https://github.com/scipy/scipy/issues/14093" target="_blank">https://github.com/scipy/scipy/issues/14093</a>>`__: DOC: Inconsistency in the definition of default values in the...<br>* `#14158 <<a href="https://github.com/scipy/scipy/issues/14158" target="_blank">https://github.com/scipy/scipy/issues/14158</a>>`__: TST, BUG: test_rbfinterp.py -- test_interpolation_misfit_1d fails...<br>* `#14170 <<a href="https://github.com/scipy/scipy/issues/14170" target="_blank">https://github.com/scipy/scipy/issues/14170</a>>`__: TST: signal submodule test_filtfilt_gust failing on 32-bit amd64...<br>* `#14194 <<a href="https://github.com/scipy/scipy/issues/14194" target="_blank">https://github.com/scipy/scipy/issues/14194</a>>`__: MAINT: download-wheels.py missing import<br>* `#14199 <<a href="https://github.com/scipy/scipy/issues/14199" target="_blank">https://github.com/scipy/scipy/issues/14199</a>>`__: Generated sources for biasedurn extension are broken in 1.7.0rc1<br><br><br>**************************<br>Pull requests for 1.7.0<br>**************************<br><br>* `#4824 <<a href="https://github.com/scipy/scipy/pull/4824" target="_blank">https://github.com/scipy/scipy/pull/4824</a>>`__: Permutation Ttest (new PR)<br>* `#4933 <<a href="https://github.com/scipy/scipy/pull/4933" target="_blank">https://github.com/scipy/scipy/pull/4933</a>>`__: ENH: Update the Mann-Whitney-Wilcoxon test<br>* `#7702 <<a href="https://github.com/scipy/scipy/pull/7702" target="_blank">https://github.com/scipy/scipy/pull/7702</a>>`__: ENH: stats: Add Skewed Cauchy Distribution<br>* `#8306 <<a href="https://github.com/scipy/scipy/pull/8306" target="_blank">https://github.com/scipy/scipy/pull/8306</a>>`__: Optional Pythran support for scipy.signal.max_len_seq_inner<br>* `#10170 <<a href="https://github.com/scipy/scipy/pull/10170" target="_blank">https://github.com/scipy/scipy/pull/10170</a>>`__: MAINT: stats: Implement cdf and ppf as ufuncs for the cosine...<br>* `#10454 <<a href="https://github.com/scipy/scipy/pull/10454" target="_blank">https://github.com/scipy/scipy/pull/10454</a>>`__: ENH: Extend find_peaks_cwt to take numbers and iterables for...<br>* `#10844 <<a href="https://github.com/scipy/scipy/pull/10844" target="_blank">https://github.com/scipy/scipy/pull/10844</a>>`__: ENH: add stats.qmc module with quasi Monte Carlo functionality<br>* `#11313 <<a href="https://github.com/scipy/scipy/pull/11313" target="_blank">https://github.com/scipy/scipy/pull/11313</a>>`__: ENH: add Wright's generalized Bessel function<br>* `#11352 <<a href="https://github.com/scipy/scipy/pull/11352" target="_blank">https://github.com/scipy/scipy/pull/11352</a>>`__: ENH: stats: Add crosstab function.<br>* `#11477 <<a href="https://github.com/scipy/scipy/pull/11477" target="_blank">https://github.com/scipy/scipy/pull/11477</a>>`__: FIX: bounded parameter in cdfchn.f gives bad results<br>* `#11695 <<a href="https://github.com/scipy/scipy/pull/11695" target="_blank">https://github.com/scipy/scipy/pull/11695</a>>`__: ENH: stats: add method of moments to \`rv_continuous.fit\`<br>* `#11911 <<a href="https://github.com/scipy/scipy/pull/11911" target="_blank">https://github.com/scipy/scipy/pull/11911</a>>`__: ENH: Added bounds to boxcox and boxcox_normmax<br>* `#12438 <<a href="https://github.com/scipy/scipy/pull/12438" target="_blank">https://github.com/scipy/scipy/pull/12438</a>>`__: BUG: use ellipkm1 in elliptical filter design to prevent numerical...<br>* `#12531 <<a href="https://github.com/scipy/scipy/pull/12531" target="_blank">https://github.com/scipy/scipy/pull/12531</a>>`__: ENH: stats: add Page's L test<br>* `#12603 <<a href="https://github.com/scipy/scipy/pull/12603" target="_blank">https://github.com/scipy/scipy/pull/12603</a>>`__: ENH: stats: Add \`binomtest\` to replace \`binom_test\`.<br>* `#12653 <<a href="https://github.com/scipy/scipy/pull/12653" target="_blank">https://github.com/scipy/scipy/pull/12653</a>>`__: ENH: stats: add Somers' D test<br>* `#12676 <<a href="https://github.com/scipy/scipy/pull/12676" target="_blank">https://github.com/scipy/scipy/pull/12676</a>>`__: BUG: update median averaging in signal.csd<br>* `#12760 <<a href="https://github.com/scipy/scipy/pull/12760" target="_blank">https://github.com/scipy/scipy/pull/12760</a>>`__: BUG: special: erfinv(x<<1) loses precision<br>* `#12801 <<a href="https://github.com/scipy/scipy/pull/12801" target="_blank">https://github.com/scipy/scipy/pull/12801</a>>`__: ENH: Add single-sided p-values to remaining spearmanr and linregress<br>* `#12873 <<a href="https://github.com/scipy/scipy/pull/12873" target="_blank">https://github.com/scipy/scipy/pull/12873</a>>`__: ENH: Stats: add Alexander Govern Test<br>* `#13008 <<a href="https://github.com/scipy/scipy/pull/13008" target="_blank">https://github.com/scipy/scipy/pull/13008</a>>`__: ENH: Add 'alternative' to functions using normal CDF for p-value<br>* `#13040 <<a href="https://github.com/scipy/scipy/pull/13040" target="_blank">https://github.com/scipy/scipy/pull/13040</a>>`__: BUG: Allow RectSphereBivariateSpline to accept negative longitude<br>* `#13048 <<a href="https://github.com/scipy/scipy/pull/13048" target="_blank">https://github.com/scipy/scipy/pull/13048</a>>`__: ENH: stats: Add a function that computes the relative risk.<br>* `#13067 <<a href="https://github.com/scipy/scipy/pull/13067" target="_blank">https://github.com/scipy/scipy/pull/13067</a>>`__: ENH: Add weights parameter to stats.gmean<br>* `#13084 <<a href="https://github.com/scipy/scipy/pull/13084" target="_blank">https://github.com/scipy/scipy/pull/13084</a>>`__: ENH: fast Hankel transform<br>* `#13104 <<a href="https://github.com/scipy/scipy/pull/13104" target="_blank">https://github.com/scipy/scipy/pull/13104</a>>`__: MAINT: upgrade python version (drop python 3.6) for docker dev...<br>* `#13153 <<a href="https://github.com/scipy/scipy/pull/13153" target="_blank">https://github.com/scipy/scipy/pull/13153</a>>`__: ENH: added association measurements Pearsons Contingency Coefficient,...<br>* `#13166 <<a href="https://github.com/scipy/scipy/pull/13166" target="_blank">https://github.com/scipy/scipy/pull/13166</a>>`__: ENH: stats: Add nan_policy to zmap.<br>* `#13175 <<a href="https://github.com/scipy/scipy/pull/13175" target="_blank">https://github.com/scipy/scipy/pull/13175</a>>`__: MAINT: tests for tall cost matrices in \`linear_sum_assignment\`<br>* `#13177 <<a href="https://github.com/scipy/scipy/pull/13177" target="_blank">https://github.com/scipy/scipy/pull/13177</a>>`__: BUG: raise NotImplementedError in fourier_ellipsoid when ndim...<br>* `#13184 <<a href="https://github.com/scipy/scipy/pull/13184" target="_blank">https://github.com/scipy/scipy/pull/13184</a>>`__: BUG: stats: Fix min and max calculation of mstats.describe with...<br>* `#13188 <<a href="https://github.com/scipy/scipy/pull/13188" target="_blank">https://github.com/scipy/scipy/pull/13188</a>>`__: DOC: stats: make null and alternative hypotheses of kstest more...<br>* `#13193 <<a href="https://github.com/scipy/scipy/pull/13193" target="_blank">https://github.com/scipy/scipy/pull/13193</a>>`__: MAINT: stats: chisquare check sum of observed/expected frequencies<br>* `#13197 <<a href="https://github.com/scipy/scipy/pull/13197" target="_blank">https://github.com/scipy/scipy/pull/13197</a>>`__: ENH/MAINT: HiGHS upstream enhancements and bug fixes<br>* `#13198 <<a href="https://github.com/scipy/scipy/pull/13198" target="_blank">https://github.com/scipy/scipy/pull/13198</a>>`__: ENH: allow inference of output_shape from out array in affine_transform<br>* `#13204 <<a href="https://github.com/scipy/scipy/pull/13204" target="_blank">https://github.com/scipy/scipy/pull/13204</a>>`__: ENH: stats: add Zipfian (different from Zipf/zeta) distribution<br>* `#13208 <<a href="https://github.com/scipy/scipy/pull/13208" target="_blank">https://github.com/scipy/scipy/pull/13208</a>>`__: REL: set version to 1.7.0.dev0<br>* `#13216 <<a href="https://github.com/scipy/scipy/pull/13216" target="_blank">https://github.com/scipy/scipy/pull/13216</a>>`__: TST: stats: break up and mark slow tests<br>* `#13224 <<a href="https://github.com/scipy/scipy/pull/13224" target="_blank">https://github.com/scipy/scipy/pull/13224</a>>`__: Update docs for the weighted τ<br>* `#13230 <<a href="https://github.com/scipy/scipy/pull/13230" target="_blank">https://github.com/scipy/scipy/pull/13230</a>>`__: ENH: linalg: Add LAPACK wrapper for tgexc.<br>* `#13232 <<a href="https://github.com/scipy/scipy/pull/13232" target="_blank">https://github.com/scipy/scipy/pull/13232</a>>`__: MAINT: stats: raise error when input to kruskal has >1 dim<br>* `#13233 <<a href="https://github.com/scipy/scipy/pull/13233" target="_blank">https://github.com/scipy/scipy/pull/13233</a>>`__: DOC: stats: fix MGF of arcsine and entropy of t in tutorial<br>* `#13236 <<a href="https://github.com/scipy/scipy/pull/13236" target="_blank">https://github.com/scipy/scipy/pull/13236</a>>`__: MAINT: reorganize shared linear assignment tests<br>* `#13237 <<a href="https://github.com/scipy/scipy/pull/13237" target="_blank">https://github.com/scipy/scipy/pull/13237</a>>`__: BENCH: Refactor stats.Distribution to easily add new distributions<br>* `#13238 <<a href="https://github.com/scipy/scipy/pull/13238" target="_blank">https://github.com/scipy/scipy/pull/13238</a>>`__: BUG: stats: fix wrong shape output of burr and fisk distributions<br>* `#13240 <<a href="https://github.com/scipy/scipy/pull/13240" target="_blank">https://github.com/scipy/scipy/pull/13240</a>>`__: MAINT: add tests of trivial cost matrices for linear sum assignment<br>* `#13252 <<a href="https://github.com/scipy/scipy/pull/13252" target="_blank">https://github.com/scipy/scipy/pull/13252</a>>`__: DOC: optimize: add \`optimize.linear_sum_assignment\` tutorial.<br>* `#13254 <<a href="https://github.com/scipy/scipy/pull/13254" target="_blank">https://github.com/scipy/scipy/pull/13254</a>>`__: BUG: Fix precision issues for constant input in skew and kurtosis<br>* `#13262 <<a href="https://github.com/scipy/scipy/pull/13262" target="_blank">https://github.com/scipy/scipy/pull/13262</a>>`__: BUG: scipy.medfilt and .medfilt2d fixes<br>* `#13263 <<a href="https://github.com/scipy/scipy/pull/13263" target="_blank">https://github.com/scipy/scipy/pull/13263</a>>`__: ENH: add Cramer-von Mises test for two samples<br>* `#13264 <<a href="https://github.com/scipy/scipy/pull/13264" target="_blank">https://github.com/scipy/scipy/pull/13264</a>>`__: fix a minor typo in \`stats.anderson\` doc<br>* `#13268 <<a href="https://github.com/scipy/scipy/pull/13268" target="_blank">https://github.com/scipy/scipy/pull/13268</a>>`__: ENH: stats: Add implementation of _entropy for the t distr.<br>* `#13273 <<a href="https://github.com/scipy/scipy/pull/13273" target="_blank">https://github.com/scipy/scipy/pull/13273</a>>`__: DOC: stats: fix typo in Yeo-Johnson LL function documentation<br>* `#13275 <<a href="https://github.com/scipy/scipy/pull/13275" target="_blank">https://github.com/scipy/scipy/pull/13275</a>>`__: MAINT: stats: Correct a comment in the _fitstart method of gamma.<br>* `#13283 <<a href="https://github.com/scipy/scipy/pull/13283" target="_blank">https://github.com/scipy/scipy/pull/13283</a>>`__: BUG: stats: fix the cdf method of rv_discrete class<br>* `#13286 <<a href="https://github.com/scipy/scipy/pull/13286" target="_blank">https://github.com/scipy/scipy/pull/13286</a>>`__: DOC: stats: clairify rv_continuous/discrete.stats example<br>* `#13288 <<a href="https://github.com/scipy/scipy/pull/13288" target="_blank">https://github.com/scipy/scipy/pull/13288</a>>`__: DOC: stats: discrete distribution shape parameter restrictions<br>* `#13289 <<a href="https://github.com/scipy/scipy/pull/13289" target="_blank">https://github.com/scipy/scipy/pull/13289</a>>`__: MAINT: fix a build warning in sigtoolsmodule.c<br>* `#13290 <<a href="https://github.com/scipy/scipy/pull/13290" target="_blank">https://github.com/scipy/scipy/pull/13290</a>>`__: DOC: Expand the discussion of the nan_policy API.<br>* `#13291 <<a href="https://github.com/scipy/scipy/pull/13291" target="_blank">https://github.com/scipy/scipy/pull/13291</a>>`__: MAINT: signal, stats: Use keepdims where appropriate.<br>* `#13292 <<a href="https://github.com/scipy/scipy/pull/13292" target="_blank">https://github.com/scipy/scipy/pull/13292</a>>`__: DOC: stats: note another common parameterization of nbinom<br>* `#13293 <<a href="https://github.com/scipy/scipy/pull/13293" target="_blank">https://github.com/scipy/scipy/pull/13293</a>>`__: DOC: Change broken link for default values to archived link<br>* `#13295 <<a href="https://github.com/scipy/scipy/pull/13295" target="_blank">https://github.com/scipy/scipy/pull/13295</a>>`__: BUG: stats: fix the support method to return correct bounds<br>* `#13296 <<a href="https://github.com/scipy/scipy/pull/13296" target="_blank">https://github.com/scipy/scipy/pull/13296</a>>`__: DOC: stats: Fix latex markup in the kstwo docstring.<br>* `#13297 <<a href="https://github.com/scipy/scipy/pull/13297" target="_blank">https://github.com/scipy/scipy/pull/13297</a>>`__: TST: mark kde.logpdf overflow test as xslow<br>* `#13298 <<a href="https://github.com/scipy/scipy/pull/13298" target="_blank">https://github.com/scipy/scipy/pull/13298</a>>`__: Generalized Hyperbolic Distribution<br>* `#13301 <<a href="https://github.com/scipy/scipy/pull/13301" target="_blank">https://github.com/scipy/scipy/pull/13301</a>>`__: DOC: cluster: Add cluster number note to the docstring of cluster.vq.kmeans<br>* `#13302 <<a href="https://github.com/scipy/scipy/pull/13302" target="_blank">https://github.com/scipy/scipy/pull/13302</a>>`__: BUG: Fix ndimage.morphology.distance_transform\_\* argument handling<br>* `#13303 <<a href="https://github.com/scipy/scipy/pull/13303" target="_blank">https://github.com/scipy/scipy/pull/13303</a>>`__: CI: prevent Codecov giving false CI failures and wrong PR annotations<br>* `#13313 <<a href="https://github.com/scipy/scipy/pull/13313" target="_blank">https://github.com/scipy/scipy/pull/13313</a>>`__: ENH: static typing for qhull<br>* `#13316 <<a href="https://github.com/scipy/scipy/pull/13316" target="_blank">https://github.com/scipy/scipy/pull/13316</a>>`__: Pythran implementation of scipy.signal._spectral<br>* `#13317 <<a href="https://github.com/scipy/scipy/pull/13317" target="_blank">https://github.com/scipy/scipy/pull/13317</a>>`__: DOC: forward port 1.6.0 relnotes<br>* `#13319 <<a href="https://github.com/scipy/scipy/pull/13319" target="_blank">https://github.com/scipy/scipy/pull/13319</a>>`__: ENH: stats: add fast numerical inversion of distribution CDF<br>* `#13320 <<a href="https://github.com/scipy/scipy/pull/13320" target="_blank">https://github.com/scipy/scipy/pull/13320</a>>`__: ENH: x0 for differential_evolution<br>* `#13324 <<a href="https://github.com/scipy/scipy/pull/13324" target="_blank">https://github.com/scipy/scipy/pull/13324</a>>`__: DOC correct linprog highs versionadded to 1.6<br>* `#13326 <<a href="https://github.com/scipy/scipy/pull/13326" target="_blank">https://github.com/scipy/scipy/pull/13326</a>>`__: MAINT: update numpydoc to v1.1.0<br>* `#13327 <<a href="https://github.com/scipy/scipy/pull/13327" target="_blank">https://github.com/scipy/scipy/pull/13327</a>>`__: DOC: interpolate: improved docstring examples of \`interpolate.interpn()\`...<br>* `#13328 <<a href="https://github.com/scipy/scipy/pull/13328" target="_blank">https://github.com/scipy/scipy/pull/13328</a>>`__: ENH: Boost stats distributions<br>* `#13330 <<a href="https://github.com/scipy/scipy/pull/13330" target="_blank">https://github.com/scipy/scipy/pull/13330</a>>`__: ENH: stats: add noncentral hypergeometric distributions (Fisher's...<br>* `#13331 <<a href="https://github.com/scipy/scipy/pull/13331" target="_blank">https://github.com/scipy/scipy/pull/13331</a>>`__: MAINT/ENH: resolve mypy warnings/errors<br>* `#13332 <<a href="https://github.com/scipy/scipy/pull/13332" target="_blank">https://github.com/scipy/scipy/pull/13332</a>>`__: DOC: interpolate: improved docstring of \`interpolate.interp2d\`...<br>* `#13333 <<a href="https://github.com/scipy/scipy/pull/13333" target="_blank">https://github.com/scipy/scipy/pull/13333</a>>`__: ENH: stats: Some more _sf and _isf implementations.<br>* `#13334 <<a href="https://github.com/scipy/scipy/pull/13334" target="_blank">https://github.com/scipy/scipy/pull/13334</a>>`__: MAINT: stats: Clean up a few defunct comments in _continuous_distns.py<br>* `#13336 <<a href="https://github.com/scipy/scipy/pull/13336" target="_blank">https://github.com/scipy/scipy/pull/13336</a>>`__: Pythran version of scipy.optimize._group_columns<br>* `#13337 <<a href="https://github.com/scipy/scipy/pull/13337" target="_blank">https://github.com/scipy/scipy/pull/13337</a>>`__: DOC|ENH: type hinting in scipy.integrate.simpson<br>* `#13346 <<a href="https://github.com/scipy/scipy/pull/13346" target="_blank">https://github.com/scipy/scipy/pull/13346</a>>`__: ENH: stats: add 'ddof' parameter to the 'variation' function<br>* `#13355 <<a href="https://github.com/scipy/scipy/pull/13355" target="_blank">https://github.com/scipy/scipy/pull/13355</a>>`__: ENH: stats: implement _logpdf, _sf and _isf for loggamma.<br>* `#13360 <<a href="https://github.com/scipy/scipy/pull/13360" target="_blank">https://github.com/scipy/scipy/pull/13360</a>>`__: ENH|DOC: fix docstring and input validation in interpolate.RectSphereBivariateSpline<br>* `#13366 <<a href="https://github.com/scipy/scipy/pull/13366" target="_blank">https://github.com/scipy/scipy/pull/13366</a>>`__: BUG: stats: Don't raise ZeroDivisionError in _unequal_var_ttest_denom<br>* `#13370 <<a href="https://github.com/scipy/scipy/pull/13370" target="_blank">https://github.com/scipy/scipy/pull/13370</a>>`__: ENH: fix ARGUS distribution for small parameters in stats<br>* `#13371 <<a href="https://github.com/scipy/scipy/pull/13371" target="_blank">https://github.com/scipy/scipy/pull/13371</a>>`__: ENH: stats: add \`bootstrap\` for estimating confidence interval...<br>* `#13373 <<a href="https://github.com/scipy/scipy/pull/13373" target="_blank">https://github.com/scipy/scipy/pull/13373</a>>`__: BUG: io/matlab: preserve dimensions of empty >=2D arrays<br>* `#13374 <<a href="https://github.com/scipy/scipy/pull/13374" target="_blank">https://github.com/scipy/scipy/pull/13374</a>>`__: ENH: stats: add skewed Cauchy distribution<br>* `#13379 <<a href="https://github.com/scipy/scipy/pull/13379" target="_blank">https://github.com/scipy/scipy/pull/13379</a>>`__: BUG: sparse: fix verbosity in sparse lsqr<br>* `#13383 <<a href="https://github.com/scipy/scipy/pull/13383" target="_blank">https://github.com/scipy/scipy/pull/13383</a>>`__: TST: stats: mark many dimension permutation t-test slow<br>* `#13384 <<a href="https://github.com/scipy/scipy/pull/13384" target="_blank">https://github.com/scipy/scipy/pull/13384</a>>`__: MAINT: Make keywords array static<br>* `#13388 <<a href="https://github.com/scipy/scipy/pull/13388" target="_blank">https://github.com/scipy/scipy/pull/13388</a>>`__: PERF: Avoid duplicate mean calculations in skew and kurtosis<br>* `#13389 <<a href="https://github.com/scipy/scipy/pull/13389" target="_blank">https://github.com/scipy/scipy/pull/13389</a>>`__: DOC: Fix deprecated directive syntax<br>* `#13390 <<a href="https://github.com/scipy/scipy/pull/13390" target="_blank">https://github.com/scipy/scipy/pull/13390</a>>`__: DOC: Correct line length for Parameter Section underline<br>* `#13393 <<a href="https://github.com/scipy/scipy/pull/13393" target="_blank">https://github.com/scipy/scipy/pull/13393</a>>`__: MAINT: stats: allow wishart dim - 1 < df < dim<br>* `#13395 <<a href="https://github.com/scipy/scipy/pull/13395" target="_blank">https://github.com/scipy/scipy/pull/13395</a>>`__: DOC: fix typo in setup.py warning message<br>* `#13396 <<a href="https://github.com/scipy/scipy/pull/13396" target="_blank">https://github.com/scipy/scipy/pull/13396</a>>`__: BUG: Fix MLE for Nakagami \`nakagami_gen.fit\`<br>* `#13397 <<a href="https://github.com/scipy/scipy/pull/13397" target="_blank">https://github.com/scipy/scipy/pull/13397</a>>`__: MAINT:linalg: Fix tgsen family wrapper and ordqz<br>* `#13406 <<a href="https://github.com/scipy/scipy/pull/13406" target="_blank">https://github.com/scipy/scipy/pull/13406</a>>`__: TST: add error handling tests for sparse BSR ctor<br>* `#13413 <<a href="https://github.com/scipy/scipy/pull/13413" target="_blank">https://github.com/scipy/scipy/pull/13413</a>>`__: DOC: ultra-quickstart guide<br>* `#13418 <<a href="https://github.com/scipy/scipy/pull/13418" target="_blank">https://github.com/scipy/scipy/pull/13418</a>>`__: BUG: Fix moment returning inconsistent types and shapes<br>* `#13423 <<a href="https://github.com/scipy/scipy/pull/13423" target="_blank">https://github.com/scipy/scipy/pull/13423</a>>`__: DOC: Update example for leaf_label_func/dendrogram<br>* `#13431 <<a href="https://github.com/scipy/scipy/pull/13431" target="_blank">https://github.com/scipy/scipy/pull/13431</a>>`__: ENH: stats: override _rvs for nhypergeom<br>* `#13432 <<a href="https://github.com/scipy/scipy/pull/13432" target="_blank">https://github.com/scipy/scipy/pull/13432</a>>`__: Add indicator in NDInterpolator docstring that N must be > 1<br>* `#13434 <<a href="https://github.com/scipy/scipy/pull/13434" target="_blank">https://github.com/scipy/scipy/pull/13434</a>>`__: DOC: stats: note relationship between scaled-inv-chi2 and invgamma<br>* `#13436 <<a href="https://github.com/scipy/scipy/pull/13436" target="_blank">https://github.com/scipy/scipy/pull/13436</a>>`__: ENH: interpolate: add input validation to check input x-y is...<br>* `#13441 <<a href="https://github.com/scipy/scipy/pull/13441" target="_blank">https://github.com/scipy/scipy/pull/13441</a>>`__: ENH: add functionality \`barnard_exact\` test to scipy.stats.<br>* `#13443 <<a href="https://github.com/scipy/scipy/pull/13443" target="_blank">https://github.com/scipy/scipy/pull/13443</a>>`__: MAINT: stats: Updates for skewcauchy<br>* `#13444 <<a href="https://github.com/scipy/scipy/pull/13444" target="_blank">https://github.com/scipy/scipy/pull/13444</a>>`__: DOC: clarify range of \`a\` parameter fpr johnsonsu/johnsonsb<br>* `#13445 <<a href="https://github.com/scipy/scipy/pull/13445" target="_blank">https://github.com/scipy/scipy/pull/13445</a>>`__: DOC: fix runtests guidelines.<br>* `#13446 <<a href="https://github.com/scipy/scipy/pull/13446" target="_blank">https://github.com/scipy/scipy/pull/13446</a>>`__: MAINT: stats: Add _fitstart method to wrapcauchy.<br>* `#13447 <<a href="https://github.com/scipy/scipy/pull/13447" target="_blank">https://github.com/scipy/scipy/pull/13447</a>>`__: DEV: Update development Docker image<br>* `#13448 <<a href="https://github.com/scipy/scipy/pull/13448" target="_blank">https://github.com/scipy/scipy/pull/13448</a>>`__: ENH: Add annotations for \`scipy.spatial.distance\`<br>* `#13451 <<a href="https://github.com/scipy/scipy/pull/13451" target="_blank">https://github.com/scipy/scipy/pull/13451</a>>`__: DOC: minor formatting.<br>* `#13458 <<a href="https://github.com/scipy/scipy/pull/13458" target="_blank">https://github.com/scipy/scipy/pull/13458</a>>`__: DOC: indent see also.<br>* `#13460 <<a href="https://github.com/scipy/scipy/pull/13460" target="_blank">https://github.com/scipy/scipy/pull/13460</a>>`__: DOC: stats: Fix link to Cramer-von Mises wikipedia article.<br>* `#13461 <<a href="https://github.com/scipy/scipy/pull/13461" target="_blank">https://github.com/scipy/scipy/pull/13461</a>>`__: DOC: reorganize scipy.stats overview docs page<br>* `#13463 <<a href="https://github.com/scipy/scipy/pull/13463" target="_blank">https://github.com/scipy/scipy/pull/13463</a>>`__: DOC: misc formatting fixes<br>* `#13466 <<a href="https://github.com/scipy/scipy/pull/13466" target="_blank">https://github.com/scipy/scipy/pull/13466</a>>`__: DOC: Typo in see also s/SmoothUni/SmoothBi/g<br>* `#13467 <<a href="https://github.com/scipy/scipy/pull/13467" target="_blank">https://github.com/scipy/scipy/pull/13467</a>>`__: DOC: optimize: add description about \`tol\` argument for \`minimize\`.<br>* `#13469 <<a href="https://github.com/scipy/scipy/pull/13469" target="_blank">https://github.com/scipy/scipy/pull/13469</a>>`__: MAINT: Refactor optimization methods to use scipy.stats.qmc<br>* `#13477 <<a href="https://github.com/scipy/scipy/pull/13477" target="_blank">https://github.com/scipy/scipy/pull/13477</a>>`__: CI: pin numpy to 1.19.5 for the three macOS CI jobs<br>* `#13478 <<a href="https://github.com/scipy/scipy/pull/13478" target="_blank">https://github.com/scipy/scipy/pull/13478</a>>`__: DOC: fix typos where double :: for Sphinx directives were missing<br>* `#13481 <<a href="https://github.com/scipy/scipy/pull/13481" target="_blank">https://github.com/scipy/scipy/pull/13481</a>>`__: CI: pin numpy to 1.19.5 in the 4 parallel Windows builds on Azure<br>* `#13482 <<a href="https://github.com/scipy/scipy/pull/13482" target="_blank">https://github.com/scipy/scipy/pull/13482</a>>`__: CI: use numpy 1.20.0 again in macOS CI<br>* `#13483 <<a href="https://github.com/scipy/scipy/pull/13483" target="_blank">https://github.com/scipy/scipy/pull/13483</a>>`__: DOC: Multiple documentation syntax fixes.<br>* `#13484 <<a href="https://github.com/scipy/scipy/pull/13484" target="_blank">https://github.com/scipy/scipy/pull/13484</a>>`__: Move some pythran config from CI to setup<br>* `#13487 <<a href="https://github.com/scipy/scipy/pull/13487" target="_blank">https://github.com/scipy/scipy/pull/13487</a>>`__: DOC: add a tutorial about scipy.stats.qmc<br>* `#13492 <<a href="https://github.com/scipy/scipy/pull/13492" target="_blank">https://github.com/scipy/scipy/pull/13492</a>>`__: ENH: GH actions should not run on forks<br>* `#13493 <<a href="https://github.com/scipy/scipy/pull/13493" target="_blank">https://github.com/scipy/scipy/pull/13493</a>>`__: DEV: Enable gitpod for SciPy<br>* `#13495 <<a href="https://github.com/scipy/scipy/pull/13495" target="_blank">https://github.com/scipy/scipy/pull/13495</a>>`__: DOC One-word typo in the documentation of optimize.linprog_simplex<br>* `#13499 <<a href="https://github.com/scipy/scipy/pull/13499" target="_blank">https://github.com/scipy/scipy/pull/13499</a>>`__: DOC: describe LSAP implementation<br>* `#13502 <<a href="https://github.com/scipy/scipy/pull/13502" target="_blank">https://github.com/scipy/scipy/pull/13502</a>>`__: BUG: Bounds created with lists weren't working for Powell<br>* `#13507 <<a href="https://github.com/scipy/scipy/pull/13507" target="_blank">https://github.com/scipy/scipy/pull/13507</a>>`__: MAINT, TST: stats: centralize invalid parameters list for all...<br>* `#13510 <<a href="https://github.com/scipy/scipy/pull/13510" target="_blank">https://github.com/scipy/scipy/pull/13510</a>>`__: DOC: stats: fix small doc errors in 'multivariate_hypergeom'<br>* `#13513 <<a href="https://github.com/scipy/scipy/pull/13513" target="_blank">https://github.com/scipy/scipy/pull/13513</a>>`__: DOC: Added math notation in examples in ltisys.py<br>* `#13514 <<a href="https://github.com/scipy/scipy/pull/13514" target="_blank">https://github.com/scipy/scipy/pull/13514</a>>`__: ENH: simplify low_0_bit function for Sobol<br>* `#13515 <<a href="https://github.com/scipy/scipy/pull/13515" target="_blank">https://github.com/scipy/scipy/pull/13515</a>>`__: ENH: optimize: add bound constraint support for nelder-mead solver<br>* `#13516 <<a href="https://github.com/scipy/scipy/pull/13516" target="_blank">https://github.com/scipy/scipy/pull/13516</a>>`__: DOC: reduce LaTeX usage for johnsonb docstring<br>* `#13519 <<a href="https://github.com/scipy/scipy/pull/13519" target="_blank">https://github.com/scipy/scipy/pull/13519</a>>`__: BLD: remove build_sphinx support from setup.py<br>* `#13527 <<a href="https://github.com/scipy/scipy/pull/13527" target="_blank">https://github.com/scipy/scipy/pull/13527</a>>`__: TST: stats: xfail ttest_ind_randperm_alternative2 on 32 bit<br>* `#13530 <<a href="https://github.com/scipy/scipy/pull/13530" target="_blank">https://github.com/scipy/scipy/pull/13530</a>>`__: DOC: correct comparisons between median filter functions<br>* `#13532 <<a href="https://github.com/scipy/scipy/pull/13532" target="_blank">https://github.com/scipy/scipy/pull/13532</a>>`__: ENH: release the GIL inside medfilt2d<br>* `#13538 <<a href="https://github.com/scipy/scipy/pull/13538" target="_blank">https://github.com/scipy/scipy/pull/13538</a>>`__: DOC: optimize: fix minor doc error in 'fmin_powell' (#13511)<br>* `#13546 <<a href="https://github.com/scipy/scipy/pull/13546" target="_blank">https://github.com/scipy/scipy/pull/13546</a>>`__: DOC: fix list of "mode" options for ndimage<br>* `#13549 <<a href="https://github.com/scipy/scipy/pull/13549" target="_blank">https://github.com/scipy/scipy/pull/13549</a>>`__: ENH: stats: add 'alternative' keyword to some normality tests.<br>* `#13551 <<a href="https://github.com/scipy/scipy/pull/13551" target="_blank">https://github.com/scipy/scipy/pull/13551</a>>`__: MAINT: add git to docker env<br>* `#13552 <<a href="https://github.com/scipy/scipy/pull/13552" target="_blank">https://github.com/scipy/scipy/pull/13552</a>>`__: MAINT: stats: remove float_power shim<br>* `#13553 <<a href="https://github.com/scipy/scipy/pull/13553" target="_blank">https://github.com/scipy/scipy/pull/13553</a>>`__: DOC: use support rather than a/b in stats tutorial<br>* `#13560 <<a href="https://github.com/scipy/scipy/pull/13560" target="_blank">https://github.com/scipy/scipy/pull/13560</a>>`__: MAINT: optimize: improve linprog error message for sparse input...<br>* `#13562 <<a href="https://github.com/scipy/scipy/pull/13562" target="_blank">https://github.com/scipy/scipy/pull/13562</a>>`__: MAINT: optimize: using np.isclose instead of _within_tolerance.<br>* `#13566 <<a href="https://github.com/scipy/scipy/pull/13566" target="_blank">https://github.com/scipy/scipy/pull/13566</a>>`__: ENH: Speed up hdquantiles_sd()<br>* `#13569 <<a href="https://github.com/scipy/scipy/pull/13569" target="_blank">https://github.com/scipy/scipy/pull/13569</a>>`__: BENCH: optimize: benchmark only HiGHS methods; add bigger linprog...<br>* `#13574 <<a href="https://github.com/scipy/scipy/pull/13574" target="_blank">https://github.com/scipy/scipy/pull/13574</a>>`__: DOC: In description of cluster.hierarchy.dendrogram 'level' parameter,...<br>* `#13576 <<a href="https://github.com/scipy/scipy/pull/13576" target="_blank">https://github.com/scipy/scipy/pull/13576</a>>`__: ENH: improve discrepancy performance<br>* `#13579 <<a href="https://github.com/scipy/scipy/pull/13579" target="_blank">https://github.com/scipy/scipy/pull/13579</a>>`__: TST: Add pybind11 to tox environments<br>* `#13583 <<a href="https://github.com/scipy/scipy/pull/13583" target="_blank">https://github.com/scipy/scipy/pull/13583</a>>`__: BUG: Fix Dockerfile apt-get installs<br>* `#13588 <<a href="https://github.com/scipy/scipy/pull/13588" target="_blank">https://github.com/scipy/scipy/pull/13588</a>>`__: MAINT: forward port 1.6.1 relnotes.<br>* `#13593 <<a href="https://github.com/scipy/scipy/pull/13593" target="_blank">https://github.com/scipy/scipy/pull/13593</a>>`__: BUG: stats: preserve sample dtype for bin edges<br>* `#13595 <<a href="https://github.com/scipy/scipy/pull/13595" target="_blank">https://github.com/scipy/scipy/pull/13595</a>>`__: ENH: interpolate: add RBFInterpolator<br>* `#13596 <<a href="https://github.com/scipy/scipy/pull/13596" target="_blank">https://github.com/scipy/scipy/pull/13596</a>>`__: DOC: Fix indentation in new_stats_distribution.rst.inc<br>* `#13601 <<a href="https://github.com/scipy/scipy/pull/13601" target="_blank">https://github.com/scipy/scipy/pull/13601</a>>`__: Add dpss for get_window function<br>* `#13604 <<a href="https://github.com/scipy/scipy/pull/13604" target="_blank">https://github.com/scipy/scipy/pull/13604</a>>`__: DOC: Correct dual annealing visiting param range.<br>* `#13605 <<a href="https://github.com/scipy/scipy/pull/13605" target="_blank">https://github.com/scipy/scipy/pull/13605</a>>`__: Add Codecov badge to README<br>* `#13607 <<a href="https://github.com/scipy/scipy/pull/13607" target="_blank">https://github.com/scipy/scipy/pull/13607</a>>`__: MAINT: stats: fix crystalball entropy<br>* `#13611 <<a href="https://github.com/scipy/scipy/pull/13611" target="_blank">https://github.com/scipy/scipy/pull/13611</a>>`__: Better argument preparation for distributions in stats package.<br>* `#13612 <<a href="https://github.com/scipy/scipy/pull/13612" target="_blank">https://github.com/scipy/scipy/pull/13612</a>>`__: Add docker run command for Windows cmd<br>* `#13613 <<a href="https://github.com/scipy/scipy/pull/13613" target="_blank">https://github.com/scipy/scipy/pull/13613</a>>`__: MAINT, CI: mypy: fix typing errors + add mypy to CI<br>* `#13616 <<a href="https://github.com/scipy/scipy/pull/13616" target="_blank">https://github.com/scipy/scipy/pull/13616</a>>`__: FIX: Return correct output for invgauss.cdf when mu is very small<br>* `#13617 <<a href="https://github.com/scipy/scipy/pull/13617" target="_blank">https://github.com/scipy/scipy/pull/13617</a>>`__: MAINT: accept numbers and iterables for width in find_peaks_cwt<br>* `#13620 <<a href="https://github.com/scipy/scipy/pull/13620" target="_blank">https://github.com/scipy/scipy/pull/13620</a>>`__: CI: disable the mypy CI job (partial revert of gh-13613)<br>* `#13621 <<a href="https://github.com/scipy/scipy/pull/13621" target="_blank">https://github.com/scipy/scipy/pull/13621</a>>`__: DOC: signal: use array_like for input types<br>* `#13622 <<a href="https://github.com/scipy/scipy/pull/13622" target="_blank">https://github.com/scipy/scipy/pull/13622</a>>`__: MAINT: clean up some unused files, make \`mypy scipy\` pass<br>* `#13623 <<a href="https://github.com/scipy/scipy/pull/13623" target="_blank">https://github.com/scipy/scipy/pull/13623</a>>`__: CI: enable Mypy CI job again<br>* `#13624 <<a href="https://github.com/scipy/scipy/pull/13624" target="_blank">https://github.com/scipy/scipy/pull/13624</a>>`__: TST: test more values for \`visiting_param\` input to \`dual_annealing\`<br>* `#13625 <<a href="https://github.com/scipy/scipy/pull/13625" target="_blank">https://github.com/scipy/scipy/pull/13625</a>>`__: Rename integrate.simps to integrate.simpsons in documentation...<br>* `#13631 <<a href="https://github.com/scipy/scipy/pull/13631" target="_blank">https://github.com/scipy/scipy/pull/13631</a>>`__: ENH: add a \`stats.differential_entropy\` function<br>* `#13633 <<a href="https://github.com/scipy/scipy/pull/13633" target="_blank">https://github.com/scipy/scipy/pull/13633</a>>`__: BUG: stats.binned_statistic_2d user function expecting arrays<br>* `#13641 <<a href="https://github.com/scipy/scipy/pull/13641" target="_blank">https://github.com/scipy/scipy/pull/13641</a>>`__: ENH: Added degrees parameter to rotvec<br>* `#13645 <<a href="https://github.com/scipy/scipy/pull/13645" target="_blank">https://github.com/scipy/scipy/pull/13645</a>>`__: MAINT: mypy: don't install numpy-stubs<br>* `#13649 <<a href="https://github.com/scipy/scipy/pull/13649" target="_blank">https://github.com/scipy/scipy/pull/13649</a>>`__: BUG: sparse: csc_matrix.argmax() integer overflow<br>* `#13650 <<a href="https://github.com/scipy/scipy/pull/13650" target="_blank">https://github.com/scipy/scipy/pull/13650</a>>`__: ENH: stats: add 'alternative' parameter to ansari<br>* `#13652 <<a href="https://github.com/scipy/scipy/pull/13652" target="_blank">https://github.com/scipy/scipy/pull/13652</a>>`__: DOC: fix eigvalsh documentation (#13651)<br>* `#13654 <<a href="https://github.com/scipy/scipy/pull/13654" target="_blank">https://github.com/scipy/scipy/pull/13654</a>>`__: BUG: Fix LatinHypercubes<br>* `#13656 <<a href="https://github.com/scipy/scipy/pull/13656" target="_blank">https://github.com/scipy/scipy/pull/13656</a>>`__: DOC: Fix PCHIP references<br>* `#13657 <<a href="https://github.com/scipy/scipy/pull/13657" target="_blank">https://github.com/scipy/scipy/pull/13657</a>>`__: TST: remove IPython warning in debug session<br>* `#13658 <<a href="https://github.com/scipy/scipy/pull/13658" target="_blank">https://github.com/scipy/scipy/pull/13658</a>>`__: Remove spurious quotes in docstring<br>* `#13661 <<a href="https://github.com/scipy/scipy/pull/13661" target="_blank">https://github.com/scipy/scipy/pull/13661</a>>`__: ENH: stats: improve efficiency of / fix bug in exact permutation...<br>* `#13667 <<a href="https://github.com/scipy/scipy/pull/13667" target="_blank">https://github.com/scipy/scipy/pull/13667</a>>`__: MAINT: Make latest Docker image default<br>* `#13668 <<a href="https://github.com/scipy/scipy/pull/13668" target="_blank">https://github.com/scipy/scipy/pull/13668</a>>`__: MAINT: add .theia/ to .gitignore<br>* `#13669 <<a href="https://github.com/scipy/scipy/pull/13669" target="_blank">https://github.com/scipy/scipy/pull/13669</a>>`__: BLD: change SCIPY_USE_PYTHRAN default to \`1\`<br>* `#13676 <<a href="https://github.com/scipy/scipy/pull/13676" target="_blank">https://github.com/scipy/scipy/pull/13676</a>>`__: ENH Small improvements for LSQR with damp<br>* `#13678 <<a href="https://github.com/scipy/scipy/pull/13678" target="_blank">https://github.com/scipy/scipy/pull/13678</a>>`__: MAINT: add Pythran-generated files to .gitignore<br>* `#13679 <<a href="https://github.com/scipy/scipy/pull/13679" target="_blank">https://github.com/scipy/scipy/pull/13679</a>>`__: MAINT: move the \`conda develop .\` in the Gitpod config<br>* `#13680 <<a href="https://github.com/scipy/scipy/pull/13680" target="_blank">https://github.com/scipy/scipy/pull/13680</a>>`__: DOC: Add cKDTree note comparing it with KDTree<br>* `#13681 <<a href="https://github.com/scipy/scipy/pull/13681" target="_blank">https://github.com/scipy/scipy/pull/13681</a>>`__: DOC: build doc updates on Pythran, compiled code, and cleanups<br>* `#13683 <<a href="https://github.com/scipy/scipy/pull/13683" target="_blank">https://github.com/scipy/scipy/pull/13683</a>>`__: BUG: mmwrite correctly serializes non skew-symmetric arrays<br>* `#13684 <<a href="https://github.com/scipy/scipy/pull/13684" target="_blank">https://github.com/scipy/scipy/pull/13684</a>>`__: FIX: fix numerical overflow in gamma.isf method<br>* `#13685 <<a href="https://github.com/scipy/scipy/pull/13685" target="_blank">https://github.com/scipy/scipy/pull/13685</a>>`__: BUG: fix cosine distance range to 0-2<br>* `#13694 <<a href="https://github.com/scipy/scipy/pull/13694" target="_blank">https://github.com/scipy/scipy/pull/13694</a>>`__: MAINT: fix warning emitted when NumPy version is incorrect<br>* `#13696 <<a href="https://github.com/scipy/scipy/pull/13696" target="_blank">https://github.com/scipy/scipy/pull/13696</a>>`__: ENH: support trimming in ttest_ind<br>* `#13698 <<a href="https://github.com/scipy/scipy/pull/13698" target="_blank">https://github.com/scipy/scipy/pull/13698</a>>`__: BUG: stats: Fix spurious warnings generated by arcsine.pdf<br>* `#13701 <<a href="https://github.com/scipy/scipy/pull/13701" target="_blank">https://github.com/scipy/scipy/pull/13701</a>>`__: DEV: scipy.interpolate b-splines (periodic case)<br>* `#13702 <<a href="https://github.com/scipy/scipy/pull/13702" target="_blank">https://github.com/scipy/scipy/pull/13702</a>>`__: DEP: Clean up spent deprecations in spatial.distance<br>* `#13703 <<a href="https://github.com/scipy/scipy/pull/13703" target="_blank">https://github.com/scipy/scipy/pull/13703</a>>`__: MAINT: fix issues found by static code analysis<br>* `#13706 <<a href="https://github.com/scipy/scipy/pull/13706" target="_blank">https://github.com/scipy/scipy/pull/13706</a>>`__: ENH: stats: Implement sf and isf for the laplace distribution.<br>* `#13711 <<a href="https://github.com/scipy/scipy/pull/13711" target="_blank">https://github.com/scipy/scipy/pull/13711</a>>`__: MAINT: stats: fix broadcasting for scipy.stats.entropy<br>* `#13712 <<a href="https://github.com/scipy/scipy/pull/13712" target="_blank">https://github.com/scipy/scipy/pull/13712</a>>`__: BUG: stats: Override _fitstart for the invweibull distribution.<br>* `#13713 <<a href="https://github.com/scipy/scipy/pull/13713" target="_blank">https://github.com/scipy/scipy/pull/13713</a>>`__: DOC: update toolchain.rst to reflect windows universal C runtime<br>* `#13714 <<a href="https://github.com/scipy/scipy/pull/13714" target="_blank">https://github.com/scipy/scipy/pull/13714</a>>`__: MAINT: stats: Remove an unused list from test_continuous_basic.py.<br>* `#13715 <<a href="https://github.com/scipy/scipy/pull/13715" target="_blank">https://github.com/scipy/scipy/pull/13715</a>>`__: MAINT: stats: No need to suppress frechet deprecation warnings.<br>* `#13716 <<a href="https://github.com/scipy/scipy/pull/13716" target="_blank">https://github.com/scipy/scipy/pull/13716</a>>`__: MAINT: use super() as described by PEP 3135<br>* `#13718 <<a href="https://github.com/scipy/scipy/pull/13718" target="_blank">https://github.com/scipy/scipy/pull/13718</a>>`__: MAINT: new-style class, removing inheritance to object<br>* `#13721 <<a href="https://github.com/scipy/scipy/pull/13721" target="_blank">https://github.com/scipy/scipy/pull/13721</a>>`__: MAINT: add a type-ignore for mpmath (#13721)<br>* `#13723 <<a href="https://github.com/scipy/scipy/pull/13723" target="_blank">https://github.com/scipy/scipy/pull/13723</a>>`__: MAINT: mypy: ignore mpmath imports in mypy.ini<br>* `#13724 <<a href="https://github.com/scipy/scipy/pull/13724" target="_blank">https://github.com/scipy/scipy/pull/13724</a>>`__: DOC: pydata sphinx theme<br>* `#13725 <<a href="https://github.com/scipy/scipy/pull/13725" target="_blank">https://github.com/scipy/scipy/pull/13725</a>>`__: BENCH: add benchmark for Kendalltau<br>* `#13727 <<a href="https://github.com/scipy/scipy/pull/13727" target="_blank">https://github.com/scipy/scipy/pull/13727</a>>`__: CI: simplify Pythran configuration setup for Azure<br>* `#13731 <<a href="https://github.com/scipy/scipy/pull/13731" target="_blank">https://github.com/scipy/scipy/pull/13731</a>>`__: MAINT: stats: Some flake8-driven clean up.<br>* `#13732 <<a href="https://github.com/scipy/scipy/pull/13732" target="_blank">https://github.com/scipy/scipy/pull/13732</a>>`__: ENH: stats: Studentized Range Distribution<br>* `#13735 <<a href="https://github.com/scipy/scipy/pull/13735" target="_blank">https://github.com/scipy/scipy/pull/13735</a>>`__: DOC: correct Voronoi docstring<br>* `#13738 <<a href="https://github.com/scipy/scipy/pull/13738" target="_blank">https://github.com/scipy/scipy/pull/13738</a>>`__: DOC: add example to wright_bessel<br>* `#13739 <<a href="https://github.com/scipy/scipy/pull/13739" target="_blank">https://github.com/scipy/scipy/pull/13739</a>>`__: ENH: stats: Implement _sf and _isf for the chi distribution.<br>* `#13741 <<a href="https://github.com/scipy/scipy/pull/13741" target="_blank">https://github.com/scipy/scipy/pull/13741</a>>`__: MAINT: prevent overwriting of x in minimize<br>* `#13747 <<a href="https://github.com/scipy/scipy/pull/13747" target="_blank">https://github.com/scipy/scipy/pull/13747</a>>`__: DOC: Add note for interp1d for non-unique x-values<br>* `#13749 <<a href="https://github.com/scipy/scipy/pull/13749" target="_blank">https://github.com/scipy/scipy/pull/13749</a>>`__: MAINT: forward port 1.6.2 relnotes<br>* `#13759 <<a href="https://github.com/scipy/scipy/pull/13759" target="_blank">https://github.com/scipy/scipy/pull/13759</a>>`__: MAINT: simpson small performance speedups<br>* `#13765 <<a href="https://github.com/scipy/scipy/pull/13765" target="_blank">https://github.com/scipy/scipy/pull/13765</a>>`__: FIX: npymath missing causing npy_log1p to be unknown<br>* `#13768 <<a href="https://github.com/scipy/scipy/pull/13768" target="_blank">https://github.com/scipy/scipy/pull/13768</a>>`__: BENCH: Add missing pythran dependency<br>* `#13770 <<a href="https://github.com/scipy/scipy/pull/13770" target="_blank">https://github.com/scipy/scipy/pull/13770</a>>`__: ENH: stats.contingency: Add the sparse option to crosstab.<br>* `#13774 <<a href="https://github.com/scipy/scipy/pull/13774" target="_blank">https://github.com/scipy/scipy/pull/13774</a>>`__: DEP: Deprecate squeezing input vectors in spatial.distance<br>* `#13775 <<a href="https://github.com/scipy/scipy/pull/13775" target="_blank">https://github.com/scipy/scipy/pull/13775</a>>`__: Enable trust region methods to use a finite difference Hessian...<br>* `#13777 <<a href="https://github.com/scipy/scipy/pull/13777" target="_blank">https://github.com/scipy/scipy/pull/13777</a>>`__: DOC: Fix Ubuntu/Debian installation instructions<br>* `#13778 <<a href="https://github.com/scipy/scipy/pull/13778" target="_blank">https://github.com/scipy/scipy/pull/13778</a>>`__: DOC: remove references to RandomState<br>* `#13782 <<a href="https://github.com/scipy/scipy/pull/13782" target="_blank">https://github.com/scipy/scipy/pull/13782</a>>`__: MAINT: LBFGSB err msg on MAXLS changed closes #11718<br>* `#13785 <<a href="https://github.com/scipy/scipy/pull/13785" target="_blank">https://github.com/scipy/scipy/pull/13785</a>>`__: BENCH: Add benchmark for cdist/pdist with weights<br>* `#13786 <<a href="https://github.com/scipy/scipy/pull/13786" target="_blank">https://github.com/scipy/scipy/pull/13786</a>>`__: MAINT: Prepare cdist/pdist for C++ rework<br>* `#13787 <<a href="https://github.com/scipy/scipy/pull/13787" target="_blank">https://github.com/scipy/scipy/pull/13787</a>>`__: MAINT: stats: move entropy and differential_entropy functions...<br>* `#13790 <<a href="https://github.com/scipy/scipy/pull/13790" target="_blank">https://github.com/scipy/scipy/pull/13790</a>>`__: DOC: Add some dependencies for Dockerfile doc of scipy development.<br>* `#13792 <<a href="https://github.com/scipy/scipy/pull/13792" target="_blank">https://github.com/scipy/scipy/pull/13792</a>>`__: BUG: stats: Fix broadcasting in wrapcauchy.cdf<br>* `#13795 <<a href="https://github.com/scipy/scipy/pull/13795" target="_blank">https://github.com/scipy/scipy/pull/13795</a>>`__: MAINT: stats: add hypotests to __all__ in init.py, not stats.py<br>* `#13797 <<a href="https://github.com/scipy/scipy/pull/13797" target="_blank">https://github.com/scipy/scipy/pull/13797</a>>`__: MAINT: stats: probplot: don't plot least-squares fit line unless...<br>* `#13798 <<a href="https://github.com/scipy/scipy/pull/13798" target="_blank">https://github.com/scipy/scipy/pull/13798</a>>`__: MAINT: fix incorrect code comment in \`hierarchy.to_tree\`<br>* `#13802 <<a href="https://github.com/scipy/scipy/pull/13802" target="_blank">https://github.com/scipy/scipy/pull/13802</a>>`__: DEV: add environment.yml file for development with conda/mamba<br>* `#13803 <<a href="https://github.com/scipy/scipy/pull/13803" target="_blank">https://github.com/scipy/scipy/pull/13803</a>>`__: DOC: fix doc build warning about arxiv role already being registered<br>* `#13804 <<a href="https://github.com/scipy/scipy/pull/13804" target="_blank">https://github.com/scipy/scipy/pull/13804</a>>`__: DOC+MAINT: optimize: lb and ub in the Bounds constructor are...<br>* `#13807 <<a href="https://github.com/scipy/scipy/pull/13807" target="_blank">https://github.com/scipy/scipy/pull/13807</a>>`__: MAINT: Dont use parallel Sphinx<br>* `#13808 <<a href="https://github.com/scipy/scipy/pull/13808" target="_blank">https://github.com/scipy/scipy/pull/13808</a>>`__: MAINT: cluster.to_tree: more idiomatic looping over rows of matrix...<br>* `#13810 <<a href="https://github.com/scipy/scipy/pull/13810" target="_blank">https://github.com/scipy/scipy/pull/13810</a>>`__: MAINT: add a CODEOWNERS file<br>* `#13811 <<a href="https://github.com/scipy/scipy/pull/13811" target="_blank">https://github.com/scipy/scipy/pull/13811</a>>`__: MAINT: Add ci skip to azp<br>* `#13814 <<a href="https://github.com/scipy/scipy/pull/13814" target="_blank">https://github.com/scipy/scipy/pull/13814</a>>`__: ENH/DOC: pydata sphinx theme polishing<br>* `#13817 <<a href="https://github.com/scipy/scipy/pull/13817" target="_blank">https://github.com/scipy/scipy/pull/13817</a>>`__: DOC: Misc parameter typo and casing in scipy/linalg/_decomp_ldl.py<br>* `#13818 <<a href="https://github.com/scipy/scipy/pull/13818" target="_blank">https://github.com/scipy/scipy/pull/13818</a>>`__: MAINT: stats: keep \`entropy\` importable from \`scipy.stats.distributions\`<br>* `#13820 <<a href="https://github.com/scipy/scipy/pull/13820" target="_blank">https://github.com/scipy/scipy/pull/13820</a>>`__: BUG: update _kendall_p_exact ValueError to f-string<br>* `#13831 <<a href="https://github.com/scipy/scipy/pull/13831" target="_blank">https://github.com/scipy/scipy/pull/13831</a>>`__: FIX:DEP: Allow better tolerance control for pinv and pinvh and...<br>* `#13832 <<a href="https://github.com/scipy/scipy/pull/13832" target="_blank">https://github.com/scipy/scipy/pull/13832</a>>`__: BUG: stats: Fix rvs for levy_stable when alpha=1<br>* `#13833 <<a href="https://github.com/scipy/scipy/pull/13833" target="_blank">https://github.com/scipy/scipy/pull/13833</a>>`__: MAINT: Add inline type hintings for stats.qmc<br>* `#13836 <<a href="https://github.com/scipy/scipy/pull/13836" target="_blank">https://github.com/scipy/scipy/pull/13836</a>>`__: MAINT: Fix a couple compiler warnings.<br>* `#13838 <<a href="https://github.com/scipy/scipy/pull/13838" target="_blank">https://github.com/scipy/scipy/pull/13838</a>>`__: TST: relax test tolerances for BinomTest<br>* `#13841 <<a href="https://github.com/scipy/scipy/pull/13841" target="_blank">https://github.com/scipy/scipy/pull/13841</a>>`__: BLD: add \`-std=c99\` flag to scipy.special extensions using...<br>* `#13845 <<a href="https://github.com/scipy/scipy/pull/13845" target="_blank">https://github.com/scipy/scipy/pull/13845</a>>`__: ENH: stats: add \`method\` parameter to \`differential_entropy\`...<br>* `#13847 <<a href="https://github.com/scipy/scipy/pull/13847" target="_blank">https://github.com/scipy/scipy/pull/13847</a>>`__: TST: skip on optimize failure on macOS, mark one as xfail<br>* `#13848 <<a href="https://github.com/scipy/scipy/pull/13848" target="_blank">https://github.com/scipy/scipy/pull/13848</a>>`__: DOC: optimize: move Nelder Mead doc from Unconstrained minimization...<br>* `#13849 <<a href="https://github.com/scipy/scipy/pull/13849" target="_blank">https://github.com/scipy/scipy/pull/13849</a>>`__: DOC: Roadmap update<br>* `#13852 <<a href="https://github.com/scipy/scipy/pull/13852" target="_blank">https://github.com/scipy/scipy/pull/13852</a>>`__: CI: fix temporary wrong brew version from GitHub<br>* `#13854 <<a href="https://github.com/scipy/scipy/pull/13854" target="_blank">https://github.com/scipy/scipy/pull/13854</a>>`__: ENH: Update Scipy Gitpod<br>* `#13859 <<a href="https://github.com/scipy/scipy/pull/13859" target="_blank">https://github.com/scipy/scipy/pull/13859</a>>`__: TST: fix ultra-slow ttest permutations test<br>* `#13860 <<a href="https://github.com/scipy/scipy/pull/13860" target="_blank">https://github.com/scipy/scipy/pull/13860</a>>`__: MAINT: clean up LSAP error checking<br>* `#13863 <<a href="https://github.com/scipy/scipy/pull/13863" target="_blank">https://github.com/scipy/scipy/pull/13863</a>>`__: DOC: remove seed in examples<br>* `#13865 <<a href="https://github.com/scipy/scipy/pull/13865" target="_blank">https://github.com/scipy/scipy/pull/13865</a>>`__: DOC: optimize: The bounds param of differential_evolution is...<br>* `#13866 <<a href="https://github.com/scipy/scipy/pull/13866" target="_blank">https://github.com/scipy/scipy/pull/13866</a>>`__: MAINT: special: Remove an unused variable from _poly_approx in...<br>* `#13867 <<a href="https://github.com/scipy/scipy/pull/13867" target="_blank">https://github.com/scipy/scipy/pull/13867</a>>`__: DOC: stats: Explain meaning of alternatives for fisher_exact.<br>* `#13868 <<a href="https://github.com/scipy/scipy/pull/13868" target="_blank">https://github.com/scipy/scipy/pull/13868</a>>`__: CI: fix the failing job on linux.<br>* `#13870 <<a href="https://github.com/scipy/scipy/pull/13870" target="_blank">https://github.com/scipy/scipy/pull/13870</a>>`__: MAINT: move LSAP rectangular matrix handling into solver code<br>* `#13871 <<a href="https://github.com/scipy/scipy/pull/13871" target="_blank">https://github.com/scipy/scipy/pull/13871</a>>`__: DOC: Add Gitpod documentation<br>* `#13876 <<a href="https://github.com/scipy/scipy/pull/13876" target="_blank">https://github.com/scipy/scipy/pull/13876</a>>`__: Workflow : Add nightly release of NumPy in linux workflows<br>* `#13877 <<a href="https://github.com/scipy/scipy/pull/13877" target="_blank">https://github.com/scipy/scipy/pull/13877</a>>`__: DOC: Conform to numpydoc + uniformity.<br>* `#13879 <<a href="https://github.com/scipy/scipy/pull/13879" target="_blank">https://github.com/scipy/scipy/pull/13879</a>>`__: BUG: signal: fix get_window argument handling and add tests.<br>* `#13881 <<a href="https://github.com/scipy/scipy/pull/13881" target="_blank">https://github.com/scipy/scipy/pull/13881</a>>`__: CI: remove .travis.yml, remove codecov from CircleCI<br>* `#13882 <<a href="https://github.com/scipy/scipy/pull/13882" target="_blank">https://github.com/scipy/scipy/pull/13882</a>>`__: BLD: ensure incrementing dev version strings<br>* `#13886 <<a href="https://github.com/scipy/scipy/pull/13886" target="_blank">https://github.com/scipy/scipy/pull/13886</a>>`__: TST: optimize: skip test_network_flow_limited_capacity w/ UMFPACK...<br>* `#13888 <<a href="https://github.com/scipy/scipy/pull/13888" target="_blank">https://github.com/scipy/scipy/pull/13888</a>>`__: MAINT: Fix issues involving elif conditions<br>* `#13891 <<a href="https://github.com/scipy/scipy/pull/13891" target="_blank">https://github.com/scipy/scipy/pull/13891</a>>`__: Rename InivariateSpline to UnivariateSpline<br>* `#13893 <<a href="https://github.com/scipy/scipy/pull/13893" target="_blank">https://github.com/scipy/scipy/pull/13893</a>>`__: ENH: linprog HiGHS marginals/sensitivy analysis<br>* `#13894 <<a href="https://github.com/scipy/scipy/pull/13894" target="_blank">https://github.com/scipy/scipy/pull/13894</a>>`__: DOC: Add blank line before \`Return\` section.<br>* `#13897 <<a href="https://github.com/scipy/scipy/pull/13897" target="_blank">https://github.com/scipy/scipy/pull/13897</a>>`__: DOC: BLD: fix doc build version check, and improve build time<br>* `#13903 <<a href="https://github.com/scipy/scipy/pull/13903" target="_blank">https://github.com/scipy/scipy/pull/13903</a>>`__: MAINT: Gitpod fixes<br>* `#13907 <<a href="https://github.com/scipy/scipy/pull/13907" target="_blank">https://github.com/scipy/scipy/pull/13907</a>>`__: ENH: Rewrite minkowski metric in C++ with pybind11<br>* `#13909 <<a href="https://github.com/scipy/scipy/pull/13909" target="_blank">https://github.com/scipy/scipy/pull/13909</a>>`__: Revert "Workflow : Add nightly release of NumPy in linux workflows"<br>* `#13910 <<a href="https://github.com/scipy/scipy/pull/13910" target="_blank">https://github.com/scipy/scipy/pull/13910</a>>`__: DOC: update Readme<br>* `#13911 <<a href="https://github.com/scipy/scipy/pull/13911" target="_blank">https://github.com/scipy/scipy/pull/13911</a>>`__: MAINT: use dict built-in rather than OrderedDict<br>* `#13920 <<a href="https://github.com/scipy/scipy/pull/13920" target="_blank">https://github.com/scipy/scipy/pull/13920</a>>`__: BUG: Reactivate conda environment in init<br>* `#13925 <<a href="https://github.com/scipy/scipy/pull/13925" target="_blank">https://github.com/scipy/scipy/pull/13925</a>>`__: BUG: stats: magnitude of Yates' correction <= abs(observed-expected)...<br>* `#13926 <<a href="https://github.com/scipy/scipy/pull/13926" target="_blank">https://github.com/scipy/scipy/pull/13926</a>>`__: DOC: correct return type in disjoint_set.subsets docstring<br>* `#13927 <<a href="https://github.com/scipy/scipy/pull/13927" target="_blank">https://github.com/scipy/scipy/pull/13927</a>>`__: DOC/MAINT: Add copyright notice to qmc.primes_from_2_to<br>* `#13928 <<a href="https://github.com/scipy/scipy/pull/13928" target="_blank">https://github.com/scipy/scipy/pull/13928</a>>`__: BUG: DOC: signal: fix need argument config and add missing doc...<br>* `#13929 <<a href="https://github.com/scipy/scipy/pull/13929" target="_blank">https://github.com/scipy/scipy/pull/13929</a>>`__: REL: add PEP 621 (project metadata in pyproject.toml) support<br>* `#13931 <<a href="https://github.com/scipy/scipy/pull/13931" target="_blank">https://github.com/scipy/scipy/pull/13931</a>>`__: MAINT: special: get rid of _logit.c.src<br>* `#13934 <<a href="https://github.com/scipy/scipy/pull/13934" target="_blank">https://github.com/scipy/scipy/pull/13934</a>>`__: ENH: signal: make \`get_window\` supports \`general_cosine\`...<br>* `#13940 <<a href="https://github.com/scipy/scipy/pull/13940" target="_blank">https://github.com/scipy/scipy/pull/13940</a>>`__: MAINT: QMCEngine d input validation<br>* `#13941 <<a href="https://github.com/scipy/scipy/pull/13941" target="_blank">https://github.com/scipy/scipy/pull/13941</a>>`__: MAINT: forward port 1.6.3 relnotes<br>* `#13944 <<a href="https://github.com/scipy/scipy/pull/13944" target="_blank">https://github.com/scipy/scipy/pull/13944</a>>`__: BUG: spatial: fix weight handling of \`distance.sokalmichener\`.<br>* `#13947 <<a href="https://github.com/scipy/scipy/pull/13947" target="_blank">https://github.com/scipy/scipy/pull/13947</a>>`__: MAINT: Remove duplicate calculations in sokalmichener<br>* `#13949 <<a href="https://github.com/scipy/scipy/pull/13949" target="_blank">https://github.com/scipy/scipy/pull/13949</a>>`__: DOC: minor grammar fixes in minimize and KDTree.query<br>* `#13951 <<a href="https://github.com/scipy/scipy/pull/13951" target="_blank">https://github.com/scipy/scipy/pull/13951</a>>`__: ENH: Add Boschloo exact test to stats<br>* `#13956 <<a href="https://github.com/scipy/scipy/pull/13956" target="_blank">https://github.com/scipy/scipy/pull/13956</a>>`__: ENH: spatial: add \`axis\` and \`keepdims\` optional argument...<br>* `#13963 <<a href="https://github.com/scipy/scipy/pull/13963" target="_blank">https://github.com/scipy/scipy/pull/13963</a>>`__: MAINT: stats: Fix unused imports and a few other issues related...<br>* `#13971 <<a href="https://github.com/scipy/scipy/pull/13971" target="_blank">https://github.com/scipy/scipy/pull/13971</a>>`__: DOC: Add Karl Pearson's reference to chi-square test<br>* `#13972 <<a href="https://github.com/scipy/scipy/pull/13972" target="_blank">https://github.com/scipy/scipy/pull/13972</a>>`__: ENH: cluster: add an optional argument \`seed\` for \`kmeans\`...<br>* `#13973 <<a href="https://github.com/scipy/scipy/pull/13973" target="_blank">https://github.com/scipy/scipy/pull/13973</a>>`__: BLD: fix build warnings for causal/anticausal pointers in ndimage<br>* `#13975 <<a href="https://github.com/scipy/scipy/pull/13975" target="_blank">https://github.com/scipy/scipy/pull/13975</a>>`__: ENH: set empty array norm to zero.<br>* `#13977 <<a href="https://github.com/scipy/scipy/pull/13977" target="_blank">https://github.com/scipy/scipy/pull/13977</a>>`__: MAINT: signal: replace distutils templating with tempita<br>* `#13978 <<a href="https://github.com/scipy/scipy/pull/13978" target="_blank">https://github.com/scipy/scipy/pull/13978</a>>`__: MAINT: improve validations and keyword only arguments for some...<br>* `#13979 <<a href="https://github.com/scipy/scipy/pull/13979" target="_blank">https://github.com/scipy/scipy/pull/13979</a>>`__: ENH: Add Inverse of Log CDF of Normal Distribution<br>* `#13983 <<a href="https://github.com/scipy/scipy/pull/13983" target="_blank">https://github.com/scipy/scipy/pull/13983</a>>`__: Fixing \`ndimage.watershed_ift\` tutorial's documentation<br>* `#13987 <<a href="https://github.com/scipy/scipy/pull/13987" target="_blank">https://github.com/scipy/scipy/pull/13987</a>>`__: DOC: Adding examples to docstrings in morphology: white_tophat,...<br>* `#13989 <<a href="https://github.com/scipy/scipy/pull/13989" target="_blank">https://github.com/scipy/scipy/pull/13989</a>>`__: DOC: interpolate: improve examples of \`RegularGridInterpolator\`...<br>* `#13990 <<a href="https://github.com/scipy/scipy/pull/13990" target="_blank">https://github.com/scipy/scipy/pull/13990</a>>`__: MAINT, DOC: optimize: Make the input validation explanation clear...<br>* `#13992 <<a href="https://github.com/scipy/scipy/pull/13992" target="_blank">https://github.com/scipy/scipy/pull/13992</a>>`__: Workflow : Add nightly release of NumPy in linux workflows<br>* `#13995 <<a href="https://github.com/scipy/scipy/pull/13995" target="_blank">https://github.com/scipy/scipy/pull/13995</a>>`__: Doc: Continuous integration information<br>* `#14000 <<a href="https://github.com/scipy/scipy/pull/14000" target="_blank">https://github.com/scipy/scipy/pull/14000</a>>`__: BUG: sparse: Fix DIA.diagonal bug and add a regression test<br>* `#14004 <<a href="https://github.com/scipy/scipy/pull/14004" target="_blank">https://github.com/scipy/scipy/pull/14004</a>>`__: ENH: Fast addition dia matrix<br>* `#14006 <<a href="https://github.com/scipy/scipy/pull/14006" target="_blank">https://github.com/scipy/scipy/pull/14006</a>>`__: MAINT: optimize: add validation to check func parameter number...<br>* `#14008 <<a href="https://github.com/scipy/scipy/pull/14008" target="_blank">https://github.com/scipy/scipy/pull/14008</a>>`__: BUG: Raise exception for inconsistent WAV header<br>* `#14009 <<a href="https://github.com/scipy/scipy/pull/14009" target="_blank">https://github.com/scipy/scipy/pull/14009</a>>`__: DEP: Remove usage of numpy.compat<br>* `#14010 <<a href="https://github.com/scipy/scipy/pull/14010" target="_blank">https://github.com/scipy/scipy/pull/14010</a>>`__: MAINT: add support for wheel DL proxy<br>* `#14012 <<a href="https://github.com/scipy/scipy/pull/14012" target="_blank">https://github.com/scipy/scipy/pull/14012</a>>`__: DOC: Broaden Exact Test Reference<br>* `#14015 <<a href="https://github.com/scipy/scipy/pull/14015" target="_blank">https://github.com/scipy/scipy/pull/14015</a>>`__: MAINT: remove brew update<br>* `#14017 <<a href="https://github.com/scipy/scipy/pull/14017" target="_blank">https://github.com/scipy/scipy/pull/14017</a>>`__: BENCH: Add more formats for sparse arithmetic<br>* `#14018 <<a href="https://github.com/scipy/scipy/pull/14018" target="_blank">https://github.com/scipy/scipy/pull/14018</a>>`__: BENCH: add benchmark for f_oneway<br>* `#14020 <<a href="https://github.com/scipy/scipy/pull/14020" target="_blank">https://github.com/scipy/scipy/pull/14020</a>>`__: MAINT: modify <a href="http://np.int/" target="_blank">np.int</a>\_ to np.int32 to make it the same for 32/64...<br>* `#14023 <<a href="https://github.com/scipy/scipy/pull/14023" target="_blank">https://github.com/scipy/scipy/pull/14023</a>>`__: MAINT: Fix clang build and remove some unicode characters<br>* `#14025 <<a href="https://github.com/scipy/scipy/pull/14025" target="_blank">https://github.com/scipy/scipy/pull/14025</a>>`__: BUG: sparse: fix DIA.setdiag issue<br>* `#14026 <<a href="https://github.com/scipy/scipy/pull/14026" target="_blank">https://github.com/scipy/scipy/pull/14026</a>>`__: TST: optimize: xfail part of test_powell<br>* `#14029 <<a href="https://github.com/scipy/scipy/pull/14029" target="_blank">https://github.com/scipy/scipy/pull/14029</a>>`__: CI: github macos fix<br>* `#14030 <<a href="https://github.com/scipy/scipy/pull/14030" target="_blank">https://github.com/scipy/scipy/pull/14030</a>>`__: MAINT: use 'yield from <expr>' (PEP 380)<br>* `#14031 <<a href="https://github.com/scipy/scipy/pull/14031" target="_blank">https://github.com/scipy/scipy/pull/14031</a>>`__: MAINT: new-style class, removing inheritance to object<br>* `#14032 <<a href="https://github.com/scipy/scipy/pull/14032" target="_blank">https://github.com/scipy/scipy/pull/14032</a>>`__: MAINT: CXXFLAGS for Pythran<br>* `#14033 <<a href="https://github.com/scipy/scipy/pull/14033" target="_blank">https://github.com/scipy/scipy/pull/14033</a>>`__: ENH: Port sqeuclidean and braycurtis to _distance_pybind<br>* `#14034 <<a href="https://github.com/scipy/scipy/pull/14034" target="_blank">https://github.com/scipy/scipy/pull/14034</a>>`__: MAINT: Clean-up 'next = __next__'<br>* `#14045 <<a href="https://github.com/scipy/scipy/pull/14045" target="_blank">https://github.com/scipy/scipy/pull/14045</a>>`__: MAINT: bump PYVER pavement.py<br>* `#14047 <<a href="https://github.com/scipy/scipy/pull/14047" target="_blank">https://github.com/scipy/scipy/pull/14047</a>>`__: DEV: initialize boost submodule in Gitpod Dockerfile<br>* `#14051 <<a href="https://github.com/scipy/scipy/pull/14051" target="_blank">https://github.com/scipy/scipy/pull/14051</a>>`__: BLD: if boost submodule content is missing, error out early<br>* `#14052 <<a href="https://github.com/scipy/scipy/pull/14052" target="_blank">https://github.com/scipy/scipy/pull/14052</a>>`__: DOC: missing submodule init information<br>* `#14057 <<a href="https://github.com/scipy/scipy/pull/14057" target="_blank">https://github.com/scipy/scipy/pull/14057</a>>`__: DOC: special: Add Examples to \`psi\` docstring<br>* `#14058 <<a href="https://github.com/scipy/scipy/pull/14058" target="_blank">https://github.com/scipy/scipy/pull/14058</a>>`__: BUG: fixed a dtype bug in linalg.solve.<br>* `#14060 <<a href="https://github.com/scipy/scipy/pull/14060" target="_blank">https://github.com/scipy/scipy/pull/14060</a>>`__: Doc: Fix typo in documentation of spence function.<br>* `#14061 <<a href="https://github.com/scipy/scipy/pull/14061" target="_blank">https://github.com/scipy/scipy/pull/14061</a>>`__: MAINT:stats: Type annotations for _sobol.pyx<br>* `#14062 <<a href="https://github.com/scipy/scipy/pull/14062" target="_blank">https://github.com/scipy/scipy/pull/14062</a>>`__: DOC: A few small fixes in quickstart_gitpod.rst<br>* `#14063 <<a href="https://github.com/scipy/scipy/pull/14063" target="_blank">https://github.com/scipy/scipy/pull/14063</a>>`__: DOC: signal: add Add Examples to \`cont2discrete\` docstring<br>* `#14064 <<a href="https://github.com/scipy/scipy/pull/14064" target="_blank">https://github.com/scipy/scipy/pull/14064</a>>`__: DOC: optimize: Add Examples to fmin_bfgs docstring<br>* `#14065 <<a href="https://github.com/scipy/scipy/pull/14065" target="_blank">https://github.com/scipy/scipy/pull/14065</a>>`__: Add example for scipy stats.trim1 under docstring<br>* `#14066 <<a href="https://github.com/scipy/scipy/pull/14066" target="_blank">https://github.com/scipy/scipy/pull/14066</a>>`__: DOC add example to scipy.special.hermite<br>* `#14067 <<a href="https://github.com/scipy/scipy/pull/14067" target="_blank">https://github.com/scipy/scipy/pull/14067</a>>`__: DOC add alpha docstring description, add example to docstring<br>* `#14070 <<a href="https://github.com/scipy/scipy/pull/14070" target="_blank">https://github.com/scipy/scipy/pull/14070</a>>`__: DOC add parameters, return, and example to docstring<br>* `#14072 <<a href="https://github.com/scipy/scipy/pull/14072" target="_blank">https://github.com/scipy/scipy/pull/14072</a>>`__: MAINT/TST: Fix tests failing with the nightly build of numpy.<br>* `#14075 <<a href="https://github.com/scipy/scipy/pull/14075" target="_blank">https://github.com/scipy/scipy/pull/14075</a>>`__: DOC Improve the code snippet in signal.hilbert docstring.<br>* `#14076 <<a href="https://github.com/scipy/scipy/pull/14076" target="_blank">https://github.com/scipy/scipy/pull/14076</a>>`__: DOC: Document Jensen-Shannon distance being accepted by cdist/pdist<br>* `#14079 <<a href="https://github.com/scipy/scipy/pull/14079" target="_blank">https://github.com/scipy/scipy/pull/14079</a>>`__: BLD: Avoid importing scipy.stats during cythonize stage<br>* `#14082 <<a href="https://github.com/scipy/scipy/pull/14082" target="_blank">https://github.com/scipy/scipy/pull/14082</a>>`__: MAINT: Remove old, commented extract_diagonal<br>* `#14083 <<a href="https://github.com/scipy/scipy/pull/14083" target="_blank">https://github.com/scipy/scipy/pull/14083</a>>`__: MAINT: sparse: Remove defunct function extract_diagonal<br>* `#14085 <<a href="https://github.com/scipy/scipy/pull/14085" target="_blank">https://github.com/scipy/scipy/pull/14085</a>>`__: ENH: Implement canberra distance in _distance_pybind<br>* `#14086 <<a href="https://github.com/scipy/scipy/pull/14086" target="_blank">https://github.com/scipy/scipy/pull/14086</a>>`__: MAINT: Clear scipy namespace of entries better imported from...<br>* `#14088 <<a href="https://github.com/scipy/scipy/pull/14088" target="_blank">https://github.com/scipy/scipy/pull/14088</a>>`__: Install Pythran from sources for python 3.10<br>* `#14092 <<a href="https://github.com/scipy/scipy/pull/14092" target="_blank">https://github.com/scipy/scipy/pull/14092</a>>`__: BUG: Fixes issue with clang.<br>* `#14094 <<a href="https://github.com/scipy/scipy/pull/14094" target="_blank">https://github.com/scipy/scipy/pull/14094</a>>`__: DOC: Correct the inconsistence definition of Default in class...<br>* `#14105 <<a href="https://github.com/scipy/scipy/pull/14105" target="_blank">https://github.com/scipy/scipy/pull/14105</a>>`__: TST: stats: mannwhitneyu: check that mstats and stats mannwhitneyu...<br>* `#14106 <<a href="https://github.com/scipy/scipy/pull/14106" target="_blank">https://github.com/scipy/scipy/pull/14106</a>>`__: DOC: stats.mstats: mannwhitneyu: the returned statistic is the...<br>* `#14107 <<a href="https://github.com/scipy/scipy/pull/14107" target="_blank">https://github.com/scipy/scipy/pull/14107</a>>`__: ENH: stats: bootstrap: add \`vectorized\` parameter; automatically...<br>* `#14109 <<a href="https://github.com/scipy/scipy/pull/14109" target="_blank">https://github.com/scipy/scipy/pull/14109</a>>`__: BUG: fix two issues in the fblas signature files<br>* `#14110 <<a href="https://github.com/scipy/scipy/pull/14110" target="_blank">https://github.com/scipy/scipy/pull/14110</a>>`__: DOC: mailmap update<br>* `#14113 <<a href="https://github.com/scipy/scipy/pull/14113" target="_blank">https://github.com/scipy/scipy/pull/14113</a>>`__: ENH: stats: bootstrap: add \`paired\` parameter<br>* `#14116 <<a href="https://github.com/scipy/scipy/pull/14116" target="_blank">https://github.com/scipy/scipy/pull/14116</a>>`__: MAINT: fix deprecated Python C API usage in odr<br>* `#14118 <<a href="https://github.com/scipy/scipy/pull/14118" target="_blank">https://github.com/scipy/scipy/pull/14118</a>>`__: DOC: 1.7.0 release notes<br>* `#14125 <<a href="https://github.com/scipy/scipy/pull/14125" target="_blank">https://github.com/scipy/scipy/pull/14125</a>>`__: DOC: fix typo<br>* `#14126 <<a href="https://github.com/scipy/scipy/pull/14126" target="_blank">https://github.com/scipy/scipy/pull/14126</a>>`__: ENH: stats: bootstrap: add \`batch\` parameter to control batch...<br>* `#14127 <<a href="https://github.com/scipy/scipy/pull/14127" target="_blank">https://github.com/scipy/scipy/pull/14127</a>>`__: CI: upgrade pip in benchmarks CI run<br>* `#14130 <<a href="https://github.com/scipy/scipy/pull/14130" target="_blank">https://github.com/scipy/scipy/pull/14130</a>>`__: BUG: Fix trust-constr report TypeError if verbose is set to 2...<br>* `#14133 <<a href="https://github.com/scipy/scipy/pull/14133" target="_blank">https://github.com/scipy/scipy/pull/14133</a>>`__: MAINT: interpolate: raise NotImplementedError not ValueError<br>* `#14139 <<a href="https://github.com/scipy/scipy/pull/14139" target="_blank">https://github.com/scipy/scipy/pull/14139</a>>`__: FIX/DOC: lsqr doctests print failure<br>* `#14145 <<a href="https://github.com/scipy/scipy/pull/14145" target="_blank">https://github.com/scipy/scipy/pull/14145</a>>`__: MAINT: 1.7.x version pins ("backport")<br>* `#14146 <<a href="https://github.com/scipy/scipy/pull/14146" target="_blank">https://github.com/scipy/scipy/pull/14146</a>>`__: MAINT: commit count if no tag<br>* `#14164 <<a href="https://github.com/scipy/scipy/pull/14164" target="_blank">https://github.com/scipy/scipy/pull/14164</a>>`__: TST, BUG: fix rbf matrix value<br>* `#14166 <<a href="https://github.com/scipy/scipy/pull/14166" target="_blank">https://github.com/scipy/scipy/pull/14166</a>>`__: CI, MAINT: restrictions on pre-release CI<br>* `#14171 <<a href="https://github.com/scipy/scipy/pull/14171" target="_blank">https://github.com/scipy/scipy/pull/14171</a>>`__: TST: signal: Bump tolerances for a test of Gustafsson's...<br>* `#14175 <<a href="https://github.com/scipy/scipy/pull/14175" target="_blank">https://github.com/scipy/scipy/pull/14175</a>>`__: TST: stats: Loosen tolerance in some binomtest tests.<br>* `#14182 <<a href="https://github.com/scipy/scipy/pull/14182" target="_blank">https://github.com/scipy/scipy/pull/14182</a>>`__: MAINT: stats: Update ppcc_plot and ppcc_max docstring.<br>* `#14195 <<a href="https://github.com/scipy/scipy/pull/14195" target="_blank">https://github.com/scipy/scipy/pull/14195</a>>`__: MAINT: download-wheels missing import<br>* `#14230 <<a href="https://github.com/scipy/scipy/pull/14230" target="_blank">https://github.com/scipy/scipy/pull/14230</a>>`__: REL: stop shipping 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