ANN: SciPy 1.10.0rc2 -- please test
Hi all, On behalf of the SciPy development team I'm pleased to announce the release candidate SciPy 1.10.0rc2. Please help us test this pre-release. Sources and binary wheels can be found at: https://pypi.org/project/scipy/ and at: https://github.com/scipy/scipy/releases/tag/v1.10.0rc2 One of a few ways to install the release candidate with pip: pip install scipy==1.10.0rc2 ====================== SciPy 1.10.0 Release Notes ====================== Note: SciPy 1.10.0 is not released yet! SciPy 1.10.0 is the culmination of 6 months of hard work. It contains many new features, numerous bug-fixes, improved test coverage and better documentation. There have been a number of deprecations and API changes in this release, which are documented below. All users are encouraged to upgrade to this release, as there are a large number of bug-fixes and optimizations. Before upgrading, we recommend that users check that their own code does not use deprecated SciPy functionality (to do so, run your code with ``python -Wd`` and check for ``DeprecationWarning`` s). Our development attention will now shift to bug-fix releases on the 1.10.x branch, and on adding new features on the main branch. This release requires Python 3.8+ and NumPy 1.19.5 or greater. For running on PyPy, PyPy3 6.0+ is required. **************************** Highlights of this release **************************** - A new dedicated datasets submodule (`scipy.datasets`) has been added, and is now preferred over usage of `scipy.misc` for dataset retrieval. - A new `scipy.interpolate.make_smoothing_spline` function was added. This function constructs a smoothing cubic spline from noisy data, using the generalized cross-validation (GCV) criterion to find the tradeoff between smoothness and proximity to data points. - `scipy.stats` has three new distributions, two new hypothesis tests, three new sample statistics, a class for greater control over calculations involving covariance matrices, and many other enhancements. *************** New features *************** `scipy.datasets` introduction ====================== - A new dedicated ``datasets`` submodule has been added. The submodules is meant for datasets that are relevant to other SciPy submodules ands content (tutorials, examples, tests), as well as contain a curated set of datasets that are of wider interest. As of this release, all the datasets from `scipy.misc` have been added to `scipy.datasets` (and deprecated in `scipy.misc`). - The submodule is based on [Pooch](https://www.fatiando.org/pooch/latest/) (a new optional dependency for SciPy), a Python package to simplify fetching data files. This move will, in a subsequent release, facilitate SciPy to trim down the sdist/wheel sizes, by decoupling the data files and moving them out of the SciPy repository, hosting them externally and downloading them when requested. After downloading the datasets once, the files are cached to avoid network dependence and repeated usage. - Added datasets from ``scipy.misc``: `scipy.datasets.face`, `scipy.datasets.ascent`, `scipy.datasets.electrocardiogram` - Added download and caching functionality: - `scipy.datasets.download_all`: a function to download all the `scipy.datasets` associated files at once. - `scipy.datasets.clear_cache`: a simple utility function to clear cached dataset files from the file system. - ``scipy/datasets/_download_all.py`` can be run as a standalone script for packaging purposes to avoid any external dependency at build or test time. This can be used by SciPy packagers (e.g., for Linux distros) which may have to adhere to rules that forbid downloading sources from external repositories at package build time. `scipy.integrate` improvements ======================== - Added `scipy.integrate.qmc_quad`, which performs quadrature using Quasi-Monte Carlo points. - Added parameter ``complex_func`` to `scipy.integrate.quad`, which can be set ``True`` to integrate a complex integrand. `scipy.interpolate` improvements ========================= - `scipy.interpolate.interpn` now supports tensor-product interpolation methods (``slinear``, ``cubic``, ``quintic`` and ``pchip``) - Tensor-product interpolation methods (``slinear``, ``cubic``, ``quintic`` and ``pchip``) in `scipy.interpolate.interpn` and `scipy.interpolate.RegularGridInterpolator` now allow values with trailing dimensions. - `scipy.interpolate.RegularGridInterpolator` has a new fast path for ``method="linear"`` with 2D data, and ``RegularGridInterpolator`` is now easier to subclass - `scipy.interpolate.interp1d` now can take a single value for non-spline methods. - A new ``extrapolate`` argument is available to `scipy.interpolate.BSpline.design_matrix`, allowing extrapolation based on the first and last intervals. - A new function `scipy.interpolate.make_smoothing_spline` has been added. It is an implementation of the generalized cross-validation spline smoothing algorithm. The ``lam=None`` (default) mode of this function is a clean-room reimplementation of the classic ``gcvspl.f`` Fortran algorithm for constructing GCV splines. - A new ``method="pchip"`` mode was aded to `scipy.interpolate.RegularGridInterpolator`. This mode constructs an interpolator using tensor products of C1-continuous monotone splines (essentially, a `scipy.interpolate.PchipInterpolator` instance per dimension). `scipy.sparse.linalg` improvements =========================== - The spectral 2-norm is now available in `scipy.sparse.linalg.norm`. - The performance of `scipy.sparse.linalg.norm` for the default case (Frobenius norm) has been improved. - LAPACK wrappers were added for ``trexc`` and ``trsen``. - The `scipy.sparse.linalg.lobpcg` algorithm was rewritten, yielding the following improvements: - a simple tunable restart potentially increases the attainable accuracy for edge cases, - internal postprocessing runs one final exact Rayleigh-Ritz method giving more accurate and orthonormal eigenvectors, - output the computed iterate with the smallest max norm of the residual and drop the history of subsequent iterations, - remove the check for ``LinearOperator`` format input and thus allow a simple function handle of a callable object as an input, - better handling of common user errors with input data, rather than letting the algorithm fail. `scipy.linalg` improvements ===================== - `scipy.linalg.lu_factor` now accepts rectangular arrays instead of being restricted to square arrays. `scipy.ndimage` improvements ======================== - The new `scipy.ndimage.value_indices` function provides a time-efficient method to search for the locations of individual values with an array of image data. - A new ``radius`` argument is supported by `scipy.ndimage.gaussian_filter1d` and `scipy.ndimage.gaussian_filter` for adjusting the kernel size of the filter. `scipy.optimize` improvements ======================== - `scipy.optimize.brute` now coerces non-iterable/single-value ``args`` into a tuple. - `scipy.optimize.least_squares` and `scipy.optimize.curve_fit` now accept `scipy.optimize.Bounds` for bounds constraints. - Added a tutorial for `scipy.optimize.milp`. - Improved the pretty-printing of `scipy.optimize.OptimizeResult` objects. - Additional options (``parallel``, ``threads``, ``mip_rel_gap``) can now be passed to `scipy.optimize.linprog` with ``method='highs'``. `scipy.signal` improvements ===================== - The new window function `scipy.signal.windows.lanczos` was added to compute a Lanczos window, also known as a sinc window. `scipy.sparse.csgraph` improvements ============================= - the performance of `scipy.sparse.csgraph.dijkstra` has been improved, and star graphs in particular see a marked performance improvement `scipy.special` improvements ====================== - The new function `scipy.special.powm1`, a ufunc with signature ``powm1(x, y)``, computes ``x**y - 1``. The function avoids the loss of precision that can result when ``y`` is close to 0 or when ``x`` is close to 1. - `scipy.special.erfinv` is now more accurate as it leverages the Boost equivalent under the hood. `scipy.stats` improvements ===================== - Added `scipy.stats.goodness_of_fit`, a generalized goodness-of-fit test for use with any univariate distribution, any combination of known and unknown parameters, and several choices of test statistic (Kolmogorov-Smirnov, Cramer-von Mises, and Anderson-Darling). - Improved `scipy.stats.bootstrap`: Default method ``'BCa'`` now supports multi-sample statistics. Also, the bootstrap distribution is returned in the result object, and the result object can be passed into the function as parameter ``bootstrap_result`` to add additional resamples or change the confidence interval level and type. - Added maximum spacing estimation to `scipy.stats.fit`. - Added the Poisson means test ("E-test") as `scipy.stats.poisson_means_test`. - Added new sample statistics. - Added `scipy.stats.contingency.odds_ratio` to compute both the conditional and unconditional odds ratios and corresponding confidence intervals for 2x2 contingency tables. - Added `scipy.stats.directional_stats` to compute sample statistics of n-dimensional directional data. - Added `scipy.stats.expectile`, which generalizes the expected value in the same way as quantiles are a generalization of the median. - Added new statistical distributions. - Added `scipy.stats.uniform_direction`, a multivariate distribution to sample uniformly from the surface of a hypersphere. - Added `scipy.stats.random_table`, a multivariate distribution to sample uniformly from m x n contingency tables with provided marginals. - Added `scipy.stats.truncpareto`, the truncated Pareto distribution. - Improved the ``fit`` method of several distributions. - `scipy.stats.skewnorm` and `scipy.stats.weibull_min` now use an analytical solution when ``method='mm'``, which also serves a starting guess to improve the performance of ``method='mle'``. - `scipy.stats.gumbel_r` and `scipy.stats.gumbel_l`: analytical maximum likelihood estimates have been extended to the cases in which location or scale are fixed by the user. - Analytical maximum likelihood estimates have been added for `scipy.stats.powerlaw`. - Improved random variate sampling of several distributions. - Drawing multiple samples from `scipy.stats.matrix_normal`, `scipy.stats.ortho_group`, `scipy.stats.special_ortho_group`, and `scipy.stats.unitary_group` is faster. - The ``rvs`` method of `scipy.stats.vonmises` now wraps to the interval ``[-np.pi, np.pi]``. - Improved the reliability of `scipy.stats.loggamma` ``rvs`` method for small values of the shape parameter. - Improved the speed and/or accuracy of functions of several statistical distributions. - Added `scipy.stats.Covariance` for better speed, accuracy, and user control in multivariate normal calculations. - `scipy.stats.skewnorm` methods ``cdf``, ``sf``, ``ppf``, and ``isf`` methods now use the implementations from Boost, improving speed while maintaining accuracy. The calculation of higher-order moments is also faster and more accurate. - `scipy.stats.invgauss` methods ``ppf`` and ``isf`` methods now use the implementations from Boost, improving speed and accuracy. - `scipy.stats.invweibull` methods ``sf`` and ``isf`` are more accurate for small probability masses. - `scipy.stats.nct` and `scipy.stats.ncx2` now rely on the implementations from Boost, improving speed and accuracy. - Implemented the ``logpdf`` method of `scipy.stats.vonmises` for reliability in extreme tails. - Implemented the ``isf`` method of `scipy.stats.levy` for speed and accuracy. - Improved the robustness of `scipy.stats.studentized_range` for large ``df`` by adding an infinite degree-of-freedom approximation. - Added a parameter ``lower_limit`` to `scipy.stats.multivariate_normal`, allowing the user to change the integration limit from -inf to a desired value. - Improved the robustness of ``entropy`` of `scipy.stats.vonmises` for large concentration values. - Enhanced `scipy.stats.gaussian_kde`. - Added `scipy.stats.gaussian_kde.marginal`, which returns the desired marginal distribution of the original kernel density estimate distribution. - The ``cdf`` method of `scipy.stats.gaussian_kde` now accepts a ``lower_limit`` parameter for integrating the PDF over a rectangular region. - Moved calculations for `scipy.stats.gaussian_kde.logpdf` to Cython, improving speed. - The global interpreter lock is released by the ``pdf`` method of `scipy.stats.gaussian_kde` for improved multithreading performance. - Replaced explicit matrix inversion with Cholesky decomposition for speed and accuracy. - Enhanced the result objects returned by many `scipy.stats` functions - Added a ``confidence_interval`` method to the result object returned by `scipy.stats.ttest_1samp` and `scipy.stats.ttest_rel`. - The `scipy.stats` functions ``combine_pvalues``, ``fisher_exact``, ``chi2_contingency``, ``median_test`` and ``mood`` now return bunch objects rather than plain tuples, allowing attributes to be accessed by name. - Attributes of the result objects returned by ``multiscale_graphcorr``, ``anderson_ksamp``, ``binomtest``, ``crosstab``, ``pointbiserialr``, ``spearmanr``, ``kendalltau``, and ``weightedtau`` have been renamed to ``statistic`` and ``pvalue`` for consistency throughout `scipy.stats`. Old attribute names are still allowed for backward compatibility. - `scipy.stats.anderson` now returns the parameters of the fitted distribution in a `scipy.stats._result_classes.FitResult` object. - The ``plot`` method of `scipy.stats._result_classes.FitResult` now accepts a ``plot_type`` parameter; the options are ``'hist'`` (histogram, default), ``'qq'`` (Q-Q plot), ``'pp'`` (P-P plot), and ``'cdf'`` (empirical CDF plot). - Kolmogorov-Smirnov tests (e.g. `scipy.stats.kstest`) now return the location (argmax) at which the statistic is calculated and the variant of the statistic used. - Improved the performance of several `scipy.stats` functions. - Improved the performance of `scipy.stats.cramervonmises_2samp` and `scipy.stats.ks_2samp` with ``method='exact'``. - Improved the performance of `scipy.stats.siegelslopes`. - Improved the performance of `scipy.stats.mstats.hdquantile_sd`. - Improved the performance of `scipy.stats.binned_statistic_dd` for several NumPy statistics, and binned statistics methods now support complex data. - Added the ``scramble`` optional argument to `scipy.stats.qmc.LatinHypercube`. It replaces ``centered``, which is now deprecated. - Added a parameter ``optimization`` to all `scipy.stats.qmc.QMCEngine` subclasses to improve characteristics of the quasi-random variates. - Added tie correction to `scipy.stats.mood`. - Added tutorials for resampling methods in `scipy.stats`. - `scipy.stats.bootstrap`, `scipy.stats.permutation_test`, and `scipy.stats.monte_carlo_test` now automatically detect whether the provided ``statistic`` is vectorized, so passing the ``vectorized`` argument explicitly is no longer required to take advantage of vectorized statistics. - Improved the speed of `scipy.stats.permutation_test` for permutation types ``'samples'`` and ``'pairings'``. - Added ``axis``, ``nan_policy``, and masked array support to `scipy.stats.jarque_bera`. - Added the ``nan_policy`` optional argument to `scipy.stats.rankdata`. *********************** Deprecated features *********************** - `scipy.misc` module and all the methods in ``misc`` are deprecated in v1.10 and will be completely removed in SciPy v2.0.0. Users are suggested to utilize the `scipy.datasets` module instead for the dataset methods. - `scipy.stats.qmc.LatinHypercube` parameter ``centered`` has been deprecated. It is replaced by the ``scramble`` argument for more consistency with other QMC engines. - `scipy.interpolate.interp2d` class has been deprecated. The docstring of the deprecated routine lists recommended replacements. ************************* Expired Deprecations ************************* - There is an ongoing effort to follow through on long-standing deprecations. - The following previously deprecated features are affected: - Removed ``cond`` & ``rcond`` kwargs in ``linalg.pinv`` - Removed wrappers ``scipy.linalg.blas.{clapack, flapack}`` - Removed ``scipy.stats.NumericalInverseHermite`` and removed ``tol`` & ``max_intervals`` kwargs from ``scipy.stats.sampling.NumericalInverseHermite`` - Removed ``local_search_options`` kwarg frrom ``scipy.optimize.dual_annealing``. ***************** Other changes ***************** - `scipy.stats.bootstrap`, `scipy.stats.permutation_test`, and `scipy.stats.monte_carlo_test` now automatically detect whether the provided ``statistic`` is vectorized by looking for an ``axis`` parameter in the signature of ``statistic``. If an ``axis`` parameter is present in ``statistic`` but should not be relied on for vectorized calls, users must pass option ``vectorized==False`` explicitly. - `scipy.stats.multivariate_normal` will now raise a ``ValueError`` when the covariance matrix is not positive semidefinite, regardless of which method is called. ********* Authors ********* * Name (commits) * h-vetinari (10) * Jelle Aalbers (1) * Oriol Abril-Pla (1) + * Alan-Hung (1) + * Tania Allard (7) * Oren Amsalem (1) + * Sven Baars (10) * Balthasar (1) + * Ross Barnowski (1) * Christoph Baumgarten (2) * Peter Bell (2) * Sebastian Berg (1) * Aaron Berk (1) + * boatwrong (1) + * boeleman (1) + * Jake Bowhay (50) * Matthew Brett (4) * Evgeni Burovski (93) * Matthias Bussonnier (6) * Dominic C (2) * Mingbo Cai (1) + * James Campbell (2) + * CJ Carey (4) * cesaregarza (1) + * charlie0389 (1) + * Hood Chatham (5) * Andrew Chin (1) + * Daniel Ching (1) + * Leo Chow (1) + * chris (3) + * John Clow (1) + * cm7S (1) + * cmgodwin (1) + * Christopher Cowden (2) + * Henry Cuzco (2) + * Anirudh Dagar (12) * Hans Dembinski (2) + * Jaiden di Lanzo (24) + * Felipe Dias (1) + * Dieter Werthmüller (1) * Giuseppe Dilillo (1) + * dpoerio (1) + * drpeteb (1) + * Christopher Dupuis (1) + * Jordan Edmunds (1) + * Pieter Eendebak (1) + * Jérome Eertmans (1) + * Fabian Egli (2) + * Sebastian Ehlert (2) + * Kian Eliasi (1) + * Tomohiro Endo (1) + * Stefan Endres (1) * Zeb Engberg (4) + * Jonas Eschle (1) + * Thomas J. Fan (9) * fiveseven (1) + * Neil Flood (1) + * Franz Forstmayr (1) * Sara Fridovich-Keil (1) * David Gilbertson (1) + * Ralf Gommers (251) * Marco Gorelli (2) + * Matt Haberland (383) * Andrew Hawryluk (2) + * Christoph Hohnerlein (2) + * Loïc Houpert (2) + * Shamus Husheer (1) + * ideasrule (1) + * imoiwm (1) + * Lakshaya Inani (1) + * Joseph T. Iosue (1) * iwbc-mzk (1) + * Nathan Jacobi (3) + * Julien Jerphanion (5) * He Jia (1) * jmkuebler (1) + * Johannes Müller (1) + * Vedant Jolly (1) + * Juan Luis Cano Rodríguez (2) * Justin (1) + * jvavrek (1) + * jyuv (2) * Kai Mühlbauer (1) + * Nikita Karetnikov (3) + * Reinert Huseby Karlsen (1) + * kaspar (2) + * Toshiki Kataoka (1) * Robert Kern (3) * Joshua Klein (1) + * Andrew Knyazev (7) * Jozsef Kutas (16) + * Eric Larson (4) * Lechnio (1) + * Antony Lee (2) * Aditya Limaye (1) + * Xingyu Liu (2) * Christian Lorentzen (4) * Loïc Estève (2) * Thibaut Lunet (2) + * Peter Lysakovski (1) * marianasalamoni (2) + * mariprudencio (1) + * Paige Martin (1) + * Arno Marty (1) + * matthewborish (3) + * Damon McDougall (1) * Nicholas McKibben (22) * McLP (1) + * mdmahendri (1) + * Melissa Weber Mendonça (9) * Jarrod Millman (1) * Naoto Mizuno (2) * Shashaank N (1) * Pablo S Naharro (1) + * nboudrie (2) + * Andrew Nelson (52) * Nico Schlömer (1) * NiMlr (1) + * o-alexandre-felipe (1) + * Maureen Ononiwu (1) + * Dimitri Papadopoulos (2) + * partev (1) + * Tirth Patel (10) * Paulius Šarka (1) + * Josef Perktold (1) * Giacomo Petrillo (3) + * Matti Picus (1) * Rafael Pinto (1) + * PKNaveen (1) + * Ilhan Polat (6) * Akshita Prasanth (2) + * Sean Quinn (1) * Tyler Reddy (142) * Martin Reinecke (1) * Ned Richards (1) * Marie Roald (1) + * Sam Rosen (4) + * Pamphile Roy (105) * sabonerune (2) + * Atsushi Sakai (94) * Daniel Schmitz (27) * Anna Scholtz (1) + * Eli Schwartz (11) * serge-sans-paille (2) * JEEVANSHI SHARMA (1) + * ehsan shirvanian (2) + * siddhantwahal (2) * Mathieu Dutour Sikiric (1) + * Sourav Singh (1) * Alexander Soare (1) + * Bjørge Solli (2) + * Scott Staniewicz (1) * Albert Steppi (3) * Thomas Stoeger (1) + * Kai Striega (4) * Tartopohm (1) + * Mamoru TASAKA (2) + * Ewout ter Hoeven (5) * TianyiQ (1) + * Tiger (1) + * Will Tirone (1) * Edgar Andrés Margffoy Tuay (1) + * Dmitry Ulyumdzhiev (1) + * Hari Vamsi (1) + * VitalyChait (1) + * Rik Voorhaar (1) + * Samuel Wallan (4) * Stefan van der Walt (2) * Warren Weckesser (145) * wei2222 (1) + * windows-server-2003 (3) + * Marek Wojciechowski (2) + * Niels Wouda (1) + * WRKampi (1) + * Yeonjoo Yoo (1) + * Rory Yorke (1) * Xiao Yuan (2) + * Meekail Zain (2) + * Fabio Zanini (1) + * Steffen Zeile (1) + * Egor Zemlyanoy (19) * Gavin Zhang (3) + A total of 182 people contributed to this release. People with a "+" by their names contributed a patch for the first time. This list of names is automatically generated, and may not be fully complete. **************************** Issues closed for 1.10.0 **************************** * `#1261 https://github.com/scipy/scipy/issues/1261`__: errors in fmin_bfgs and some improvements (Trac #734) * `#2167 https://github.com/scipy/scipy/issues/2167`__: BivariateSpline errors with kx=ky=1 (Trac #1642) * `#2304 https://github.com/scipy/scipy/issues/2304`__: funm gives incorrect results for non-diagonalizable inputs (Trac... * `#3421 https://github.com/scipy/scipy/issues/3421`__: Rename information theory functions? * `#3854 https://github.com/scipy/scipy/issues/3854`__: KroghInterpolator doesn't pass through points * `#4043 https://github.com/scipy/scipy/issues/4043`__: scipy.interpolate.interp1d should be able to take a single value * `#4555 https://github.com/scipy/scipy/issues/4555`__: leastsq should use cholesky not inv for hessian inversion * `#4598 https://github.com/scipy/scipy/issues/4598`__: von Mises random variate sampling broken for non-zero location... * `#4975 https://github.com/scipy/scipy/issues/4975`__: Documentation for s in UnivariateSpline is confusing * `#6173 https://github.com/scipy/scipy/issues/6173`__: scipy.interpolate.lagrange implemented through coefficients * `#6688 https://github.com/scipy/scipy/issues/6688`__: ENH: optimize.basinhopping: call an acceptance test before local... * `#7104 https://github.com/scipy/scipy/issues/7104`__: scipy.stats.nct - wrong values in tails * `#7268 https://github.com/scipy/scipy/issues/7268`__: scipy.sparse.linalg.norm does not implement spectral norm * `#7521 https://github.com/scipy/scipy/issues/7521`__: scipy.UnivariateSpline smoothing condition documentation inaccuracy * `#7857 https://github.com/scipy/scipy/issues/7857`__: griddata sensible to size of original grid when it should not * `#8376 https://github.com/scipy/scipy/issues/8376`__: InterpolatedUnivariateSpline.roots() seems to miss roots sometimes * `#9119 https://github.com/scipy/scipy/issues/9119`__: documentation issues of functions in scipy.stats.mstats * `#9389 https://github.com/scipy/scipy/issues/9389`__: Kolmogorov Smirnov 2 samples returning max distance location... * `#9440 https://github.com/scipy/scipy/issues/9440`__: Unexpected successful optimization with minimize when number... * `#9451 https://github.com/scipy/scipy/issues/9451`__: Add shgo to optimize benchmarks * `#10737 https://github.com/scipy/scipy/issues/10737`__: Goodness of fit tests for distributions with unknown parameters * `#10911 https://github.com/scipy/scipy/issues/10911`__: scipy.optimize.minimize_scalar does not automatically select... * `#11026 https://github.com/scipy/scipy/issues/11026`__: rv_discrete.interval returning wrong values for alpha = 1 * `#11053 https://github.com/scipy/scipy/issues/11053`__: scipy.stats: Allow specifying inverse-variance matrix to multivariate_normal * `#11131 https://github.com/scipy/scipy/issues/11131`__: DOC: stats.fisher_exact does not match R functionality for \`oddsratio\`... * `#11406 https://github.com/scipy/scipy/issues/11406`__: scipy.sparse.linalg.svds (v1.4.1) on singular matrix does not... * `#11475 https://github.com/scipy/scipy/issues/11475`__: Filter radius as optional argument for gaussian_filter1d/gaussian_filter * `#11772 https://github.com/scipy/scipy/issues/11772`__: Cache covariance matrix decomposition in frozen multivariate_normal * `#11777 https://github.com/scipy/scipy/issues/11777`__: non-central chi2 (scipy.stats.ncx2.pdf) gets clipped to zero... * `#11790 https://github.com/scipy/scipy/issues/11790`__: NaN handling of stats.rankdata * `#11860 https://github.com/scipy/scipy/issues/11860`__: Occurrence of nan values when using multinomial.pmf from scipy.stats? * `#11916 https://github.com/scipy/scipy/issues/11916`__: Improve documentation for smoothing in interpolate.UnivariateSpline... * `#12041 https://github.com/scipy/scipy/issues/12041`__: Spherical mean/variance * `#12246 https://github.com/scipy/scipy/issues/12246`__: Interpolation 2D with SmoothBivariateSpline * `#12621 https://github.com/scipy/scipy/issues/12621`__: Scalar minimization functions have no references * `#12632 https://github.com/scipy/scipy/issues/12632`__: curve_fit algorithm try to transform xdata in an array of floats * `#12963 https://github.com/scipy/scipy/issues/12963`__: shgo is not correctly passing jac to minimizer * `#13021 https://github.com/scipy/scipy/issues/13021`__: 2D Interpolation Scaling Issues * `#13049 https://github.com/scipy/scipy/issues/13049`__: Examples missing import numpy as np? * `#13452 https://github.com/scipy/scipy/issues/13452`__: Calling \`len()\` on the \`scipy.spatial.transform.rotation.Rotation\`... * `#13529 https://github.com/scipy/scipy/issues/13529`__: signal.decimate doesn't use sosfilters and sosfiltfilt * `#14098 https://github.com/scipy/scipy/issues/14098`__: DOC-Update for InterpolatedUnivariateSpline and LSQUnivariateSpline * `#14198 https://github.com/scipy/scipy/issues/14198`__: better description of solveh_banded limitations * `#14348 https://github.com/scipy/scipy/issues/14348`__: Extract spline coefficient from splprep: tck * `#14386 https://github.com/scipy/scipy/issues/14386`__: Let CloughTocher2DInterpolator fit "nearest" for points outside... * `#14472 https://github.com/scipy/scipy/issues/14472`__: scipy.interpolate.CubicSpline boundary conditions appear to be... * `#14533 https://github.com/scipy/scipy/issues/14533`__: optimize.shgo gives unexpected TypeError * `#14541 https://github.com/scipy/scipy/issues/14541`__: Raspberry Pi 4 aarch64: ModuleNotFoundError: No module named... * `#14584 https://github.com/scipy/scipy/issues/14584`__: scipy.signal.filter_design.zpk2sos doctests fail (values different... * `#14809 https://github.com/scipy/scipy/issues/14809`__: BUG: scipy.signal.periodogram window parameter * `#14853 https://github.com/scipy/scipy/issues/14853`__: BUG: sqrtm dtype * `#14922 https://github.com/scipy/scipy/issues/14922`__: Question: Seemingly unused, non-working script \`isolve/tests/demo_lgres.py\` * `#15049 https://github.com/scipy/scipy/issues/15049`__: BUG: Visualization of CWT matrix in signal.cwt example code * `#15072 https://github.com/scipy/scipy/issues/15072`__: BUG: signal.decimate returns NaN with large float32 arrays * `#15393 https://github.com/scipy/scipy/issues/15393`__: BUG: signal.decimate returns unexpected values with float32 arrays * `#15473 https://github.com/scipy/scipy/issues/15473`__: ENH: \`skewnorm.cdf\` is very slow. Consider a much more efficient... * `#15618 https://github.com/scipy/scipy/issues/15618`__: ENH: Generation of random 2D tables with given marginal totals * `#15675 https://github.com/scipy/scipy/issues/15675`__: ENH: \`multivariate_normal\` should accept eigendecomposition... * `#15685 https://github.com/scipy/scipy/issues/15685`__: ENH: The exact p-value calculation in \`stats.cramervonmises_2samp\`... * `#15733 https://github.com/scipy/scipy/issues/15733`__: DEP: remove quiet parameter from fitpack * `#15749 https://github.com/scipy/scipy/issues/15749`__: DEP: remove tol from \`NumericalInverseHermite\` * `#15792 https://github.com/scipy/scipy/issues/15792`__: MAINT: There is no unittest and documentation of Improper integral... * `#15807 https://github.com/scipy/scipy/issues/15807`__: DEP: remove dual_annealing argument 'local_search_options' * `#15844 https://github.com/scipy/scipy/issues/15844`__: It's not that obvious that \`firls\` requires an even number... * `#15883 https://github.com/scipy/scipy/issues/15883`__: BUG: stats.bootstrap bca implementation triggers ValueError for... * `#15936 https://github.com/scipy/scipy/issues/15936`__: Please add citations to the papers for COLAMD * `#15996 https://github.com/scipy/scipy/issues/15996`__: Symbol hiding when using GNU linker in the Meson build should... * `#16148 https://github.com/scipy/scipy/issues/16148`__: Documentation in spearmanr * `#16235 https://github.com/scipy/scipy/issues/16235`__: BUG: Memory leak in function \`Py_FindObjects\` due to new reference... * `#16236 https://github.com/scipy/scipy/issues/16236`__: BUG: Memory leak in function \`py_filter2d\` due to new reference... * `#16251 https://github.com/scipy/scipy/issues/16251`__: DEP: Execute deprecation of scipy.linalg.blas.{clapack, flapack} * `#16252 https://github.com/scipy/scipy/issues/16252`__: DEP: add deprecation warnings to kwargs \`turbo\` / \`eigvals\`... * `#16253 https://github.com/scipy/scipy/issues/16253`__: DEP: add deprecation warning for kwargs \`nyq\` / \`Hz\` in firwin\* * `#16256 https://github.com/scipy/scipy/issues/16256`__: DEP: add deprecation warning for binom_test * `#16272 https://github.com/scipy/scipy/issues/16272`__: BUG: unclear error for invalid bracketing * `#16291 https://github.com/scipy/scipy/issues/16291`__: BUG: lambertw returns nan's on small values * `#16297 https://github.com/scipy/scipy/issues/16297`__: DOC: minor release procedure adjustment * `#16319 https://github.com/scipy/scipy/issues/16319`__: ENH: improved accuracy and orthonormality of output eigenvectors... * `#16333 https://github.com/scipy/scipy/issues/16333`__: DOC: rvalue description is missing in stats.probplot * `#16334 https://github.com/scipy/scipy/issues/16334`__: BUG: CLI help is not accessible using light themes * `#16338 https://github.com/scipy/scipy/issues/16338`__: ENH: Add option to clip out of bounds input values to minimum... * `#16342 https://github.com/scipy/scipy/issues/16342`__: BUG: IIRdesign function ftype='bessel' not recognized * `#16344 https://github.com/scipy/scipy/issues/16344`__: ENH: improved \`stats.ortho_group\` * `#16364 https://github.com/scipy/scipy/issues/16364`__: ENH: stats: return bunches rather than plain tuples * `#16380 https://github.com/scipy/scipy/issues/16380`__: BUG: RegularGridInterpolator error message is wrong * `#16386 https://github.com/scipy/scipy/issues/16386`__: TST: sparse/linalg/tests/test_expm_multiply.py::test_expm_multiply_dtype... * `#16399 https://github.com/scipy/scipy/issues/16399`__: \`test_mio.py::test_recarray\` failure due to dtype handling... * `#16413 https://github.com/scipy/scipy/issues/16413`__: DOC: rvs method docstrings refer to seed argument instead of... * `#16433 https://github.com/scipy/scipy/issues/16433`__: ENH: scipy.stats.bootstrap() should do BCa for multivariate statistics... * `#16472 https://github.com/scipy/scipy/issues/16472`__: handle spline interpolation methods in \`interpn\` * `#16476 https://github.com/scipy/scipy/issues/16476`__: dev.py does not propagate error codes, thus hides errors on CI * `#16490 https://github.com/scipy/scipy/issues/16490`__: DOC: err on example for \`scipy.signal.upfirdn\` * `#16558 https://github.com/scipy/scipy/issues/16558`__: BUG: leaves_color_list incorrect when distance=0 * `#16580 https://github.com/scipy/scipy/issues/16580`__: Typo in scipy/optimize/tests/test_optimize.py, logit instead... * `#16582 https://github.com/scipy/scipy/issues/16582`__: TST: RegularGridInterpolator tests should be parameterised * `#16603 https://github.com/scipy/scipy/issues/16603`__: ENH, DOC: Add policy on typo and small docs fixes * `#16663 https://github.com/scipy/scipy/issues/16663`__: BUG: \`bool(rotation)\` leads to error * `#16673 https://github.com/scipy/scipy/issues/16673`__: Test failure for \`TestPoisson.test_mindist\` in Azure CI job * `#16713 https://github.com/scipy/scipy/issues/16713`__: BUG/DOC: spatial: docstrings of \`Rotation\` methods are missing... * `#16726 https://github.com/scipy/scipy/issues/16726`__: CI: Python 3.11 tests are failing because a dependency is using... * `#16741 https://github.com/scipy/scipy/issues/16741`__: BUG: DOC: editing docstring example in svds * `#16759 https://github.com/scipy/scipy/issues/16759`__: DOC: Add 'import numpy as np' to the 'Examples' section of docstrings. * `#16763 https://github.com/scipy/scipy/issues/16763`__: BUG: numpy version requirement mismatch docs vs setup.py * `#16773 https://github.com/scipy/scipy/issues/16773`__: BUG: indexing error in scipy.spatial.Voronoi in 3D * `#16796 https://github.com/scipy/scipy/issues/16796`__: DOC: Method "bisect" for root_scalar lacks correct argument list * `#16819 https://github.com/scipy/scipy/issues/16819`__: BUG: stats.binned_statistic_2d is ~8x slower when using \`statistic=np.mean\`... * `#16833 https://github.com/scipy/scipy/issues/16833`__: Runtime performance in BSpline.design_matrix is inferior to BSpline().__call__() * `#16892 https://github.com/scipy/scipy/issues/16892`__: Add legend to \`rv_histogram\` plot in docs * `#16912 https://github.com/scipy/scipy/issues/16912`__: MAINT: stats: optimize: Move \`_contains_nan\` function to more... * `#16914 https://github.com/scipy/scipy/issues/16914`__: BUG: documentation of scipy.stats.truncnorm could be clearer * `#17031 https://github.com/scipy/scipy/issues/17031`__: BUG: stats: Intermittent failure of the test 'test_plot_iv' * `#17033 https://github.com/scipy/scipy/issues/17033`__: New CI failures in \`sparse\` with nightly numpy * `#17047 https://github.com/scipy/scipy/issues/17047`__: BUG: Documentation error in scipy.signal * `#17056 https://github.com/scipy/scipy/issues/17056`__: Mypy failure in CI for \`numpy/__init__.pyi\` positional-only... * `#17065 https://github.com/scipy/scipy/issues/17065`__: BUG: minimize(method=’L-BFGS-B’) documentation is contradictory * `#17070 https://github.com/scipy/scipy/issues/17070`__: Using Meson-built 1.10.0.dev0 nightly wheel in a conda environment... * `#17074 https://github.com/scipy/scipy/issues/17074`__: BUG: scipy.optimize.linprog does not fulfill integer constraints... * `#17078 https://github.com/scipy/scipy/issues/17078`__: DOC: "These are not universal functions" difficult to understand... * `#17089 https://github.com/scipy/scipy/issues/17089`__: ENH: Documentation on test behind p-values of .spearmanr * `#17129 https://github.com/scipy/scipy/issues/17129`__: DOC: inconsistency in when a new feature was added * `#17155 https://github.com/scipy/scipy/issues/17155`__: BUG: stats: Bug in XSLOW tests in TestNumericalInverseHermite * `#17167 https://github.com/scipy/scipy/issues/17167`__: BUG: bernoulli.pmf returns non-zero values with non-integer arguments * `#17168 https://github.com/scipy/scipy/issues/17168`__: \`test_powm1\` failing in CI on Windows * `#17174 https://github.com/scipy/scipy/issues/17174`__: MAINT, REL: wheels not uploaded to staging on push to maintenance * `#17241 https://github.com/scipy/scipy/issues/17241`__: BUG: CubicSpline segfaults when passing empty values for \`y\`with... * `#17336 https://github.com/scipy/scipy/issues/17336`__: BUG: Meson build unconditionally probes for pythran, despite... * `#17375 https://github.com/scipy/scipy/issues/17375`__: BUG: resample_poly() freezes with large data and specific samplerate... * `#17380 https://github.com/scipy/scipy/issues/17380`__: BUG: optimize: using \`integrality\` prevents \`linprog\` from... * `#17382 https://github.com/scipy/scipy/issues/17382`__: BUG/DOC: optimize: \`minimize\` doc should reflect tnc's deprecation... * `#17412 https://github.com/scipy/scipy/issues/17412`__: BUG: Meson error:compiler for language "cpp", not specified for... * `#17444 https://github.com/scipy/scipy/issues/17444`__: BUG: beta.ppf causes segfault * `#17468 https://github.com/scipy/scipy/issues/17468`__: Weird errors with running the tests \`scipy.stats.tests.test_distributions\`... * `#17523 https://github.com/scipy/scipy/issues/17523`__: BUG: \`[source]\` button in the docs sending to the wrong place * `#17578 https://github.com/scipy/scipy/issues/17578`__: TST, BLD, CI: 1.10.0rc1 wheel build/test failures * `#17619 https://github.com/scipy/scipy/issues/17619`__: BUG: core dump when calling scipy.optimize.linprog * `#17644 https://github.com/scipy/scipy/issues/17644`__: BUG: 1.10.0rc2 Windows wheel tests runs all segfault * `#17650 https://github.com/scipy/scipy/issues/17650`__: BUG: Assertion failed when using HiGHS *************************** Pull requests for 1.10.0 *************************** * `#9072 https://github.com/scipy/scipy/pull/9072`__: ENH: Added rectangular integral to multivariate_normal * `#9932 https://github.com/scipy/scipy/pull/9932`__: ENH: stats.gaussian_kde: add method that returns marginal distribution * `#11712 https://github.com/scipy/scipy/pull/11712`__: BUG: trust-constr evaluates function out of bounds * `#12211 https://github.com/scipy/scipy/pull/12211`__: DOC: Dice similiarity index * `#12312 https://github.com/scipy/scipy/pull/12312`__: ENH: Accelerate matrix normal sampling using matmul * `#12594 https://github.com/scipy/scipy/pull/12594`__: BUG: fixed indexing error when using bounds in Powell's method... * `#13053 https://github.com/scipy/scipy/pull/13053`__: ENH: add MLE for stats.powerlaw.fit * `#13265 https://github.com/scipy/scipy/pull/13265`__: ENH: Kstest exact performance improvements * `#13340 https://github.com/scipy/scipy/pull/13340`__: ENH: stats: Add the function odds_ratio. * `#13663 https://github.com/scipy/scipy/pull/13663`__: ENH: linalg: Add LAPACK wrappers for trexc and trsen. * `#13753 https://github.com/scipy/scipy/pull/13753`__: DOC: optimize: update Powell docs to reflect API * `#13957 https://github.com/scipy/scipy/pull/13957`__: ENH: stats.ks_2samp: Pythranize remaining exact p-value calculations * `#14248 https://github.com/scipy/scipy/pull/14248`__: MAINT:linalg: Make lu_factor accept rectangular arrays * `#14317 https://github.com/scipy/scipy/pull/14317`__: ENH: Optimize sparse frobenius norm * `#14402 https://github.com/scipy/scipy/pull/14402`__: DOC: Clarify argument documentation for \`solve\` * `#14430 https://github.com/scipy/scipy/pull/14430`__: ENH: improve siegelslopes via pythran * `#14563 https://github.com/scipy/scipy/pull/14563`__: WIP: stats: bins=auto in docstrings * `#14579 https://github.com/scipy/scipy/pull/14579`__: BENCH: optimize: add DFO CUTEST benchmark * `#14638 https://github.com/scipy/scipy/pull/14638`__: DOC: added mention of the limitations of Thomas' algorithm * `#14840 https://github.com/scipy/scipy/pull/14840`__: ENH: Addition of Poisson Means Test (E-test). * `#15097 https://github.com/scipy/scipy/pull/15097`__: ENH: add radius to gaussian_filter1d and gaussian_filter * `#15444 https://github.com/scipy/scipy/pull/15444`__: ENH: Infinite df approximation for Studentized Range PDF * `#15493 https://github.com/scipy/scipy/pull/15493`__: ENH: Convert gaussian_kde logpdf to Cython * `#15607 https://github.com/scipy/scipy/pull/15607`__: ENH: Add \`scipy.datasets\` submodule * `#15709 https://github.com/scipy/scipy/pull/15709`__: ENH: improve the computation time of stats.cramervonmises_2samp() * `#15770 https://github.com/scipy/scipy/pull/15770`__: ENH: stats: replace ncx2 stats distribution with Boost non_central_chi_squared * `#15878 https://github.com/scipy/scipy/pull/15878`__: DEP: remove local_search_options of dual_annealing * `#15892 https://github.com/scipy/scipy/pull/15892`__: BUG: stats: use mean behavior for percentileofscore in bootstrap * `#15901 https://github.com/scipy/scipy/pull/15901`__: DEP: Deprecate scipy.misc in favour of scipy.datasets * `#15967 https://github.com/scipy/scipy/pull/15967`__: TST/DOC: stats: explain/check 100% interval for discrete distributions * `#15972 https://github.com/scipy/scipy/pull/15972`__: DOC: length of \`bands\` param. specified in \`firls\` * `#16002 https://github.com/scipy/scipy/pull/16002`__: ENH: Allow specyfing inverse covariance of a multivariate normal... * `#16017 https://github.com/scipy/scipy/pull/16017`__: ENH: special: Use boost for a couple ufuncs. * `#16069 https://github.com/scipy/scipy/pull/16069`__: ENH: add additional MLE for fixed parameters in gumbel_r.fit * `#16096 https://github.com/scipy/scipy/pull/16096`__: BUG: use SOS filters in decimate for numerical stability * `#16109 https://github.com/scipy/scipy/pull/16109`__: ENH: add \`optimization\` to \`QMCEngine\` * `#16140 https://github.com/scipy/scipy/pull/16140`__: ENH: stats: Add \`nan_policy\` optional argument for \`stats.rankdata\` * `#16224 https://github.com/scipy/scipy/pull/16224`__: Add a \`pchip\` mode to RegularGridInterpolator. * `#16227 https://github.com/scipy/scipy/pull/16227`__: BUG: special: Fix a couple issues with the 'double-double' code... * `#16238 https://github.com/scipy/scipy/pull/16238`__: MAINT: stats: support string array for _contains_nan and add... * `#16268 https://github.com/scipy/scipy/pull/16268`__: DOC: optimize: add marginals/slack example to \`linprog\` * `#16294 https://github.com/scipy/scipy/pull/16294`__: BUG: linalg: Add precision preservation for \`sqrtm\` * `#16298 https://github.com/scipy/scipy/pull/16298`__: REL: set version to 1.10.0.dev0 * `#16299 https://github.com/scipy/scipy/pull/16299`__: DEP: Execute deprecation of scipy.linalg.blas.{clapack, flapack} * `#16307 https://github.com/scipy/scipy/pull/16307`__: DEP: add deprecation warning for binom_test * `#16315 https://github.com/scipy/scipy/pull/16315`__: DEP: add deprecation warning for kwargs nyq / Hz in firwin * `#16317 https://github.com/scipy/scipy/pull/16317`__: ENH: stats: add truncated (i.e. upper bounded) Pareto distribution... * `#16320 https://github.com/scipy/scipy/pull/16320`__: ENH: improved accuracy and orthonormality of output eigenvectors... * `#16327 https://github.com/scipy/scipy/pull/16327`__: DOC: BLD: remove \`-scipyopt\` from html Make command and build... * `#16328 https://github.com/scipy/scipy/pull/16328`__: MAINT: retry openblas download in CI * `#16332 https://github.com/scipy/scipy/pull/16332`__: BLD: ensure we get understandable messages when git submodules... * `#16335 https://github.com/scipy/scipy/pull/16335`__: BLD: update NumPy to >=1.19.5 * `#16336 https://github.com/scipy/scipy/pull/16336`__: MAINT: forward port git scoping * `#16340 https://github.com/scipy/scipy/pull/16340`__: DEP: remove tol & max_intervals from NumericalInverseHermite * `#16346 https://github.com/scipy/scipy/pull/16346`__: DEV: add meson-python to environment.yml * `#16351 https://github.com/scipy/scipy/pull/16351`__: Added "import numpy as np" statement to filter examples * `#16354 https://github.com/scipy/scipy/pull/16354`__: DOC: optimize: remove callback doc from the options in \`_minimize_lbfgsb\`... * `#16355 https://github.com/scipy/scipy/pull/16355`__: DEP: add deprecation warnings to kwargs turbo / eigvals of linalg.eigh * `#16356 https://github.com/scipy/scipy/pull/16356`__: DOC: add examples to \`signal.medfilt2d\` * `#16357 https://github.com/scipy/scipy/pull/16357`__: BENCH: Add SHGO and DIRECT to optimization benchmark * `#16362 https://github.com/scipy/scipy/pull/16362`__: ENH: Provide more information when a value is out of bounds in... * `#16367 https://github.com/scipy/scipy/pull/16367`__: BUG: unclear error for invalid bracketing * `#16371 https://github.com/scipy/scipy/pull/16371`__: MAINT: remove last (already safe) usage of \`mktemp\` * `#16372 https://github.com/scipy/scipy/pull/16372`__: MAINT: rename \`do.py\` to \`dev.py\` * `#16373 https://github.com/scipy/scipy/pull/16373`__: DOC: added rvalue description in \`stats.probplot\` * `#16377 https://github.com/scipy/scipy/pull/16377`__: ENH: stats.bootstrap: update warning to mention np.min * `#16383 https://github.com/scipy/scipy/pull/16383`__: BUG: fix error message of RegularGridInterpolator * `#16387 https://github.com/scipy/scipy/pull/16387`__: ENH: stats.combine_pvalues: convert output tuple to Bunch * `#16388 https://github.com/scipy/scipy/pull/16388`__: DEP: deprecate \`stats.kendalltau\` kwarg \`initial_lexsort\` * `#16389 https://github.com/scipy/scipy/pull/16389`__: DEP: sharpen stats deprecations * `#16392 https://github.com/scipy/scipy/pull/16392`__: DEP: add warning to \`sparse.gmres\` deprecated kwarg \`restrt\` * `#16397 https://github.com/scipy/scipy/pull/16397`__: MAINT: fix two refcounting issues in \`ndimage\` * `#16398 https://github.com/scipy/scipy/pull/16398`__: MAINT: Replace find_common_types * `#16406 https://github.com/scipy/scipy/pull/16406`__: MAINT: stats.rankdata: change default to nan_policy='propagate' * `#16407 https://github.com/scipy/scipy/pull/16407`__: ENH: stats.fisher_exact: convert output tuple to Bunch * `#16411 https://github.com/scipy/scipy/pull/16411`__: MAINT: optimize.brute should coerce non-tuple args to tuple * `#16415 https://github.com/scipy/scipy/pull/16415`__: DOC: stats: fix seed -> random_state in \`rvs\` docstring * `#16423 https://github.com/scipy/scipy/pull/16423`__: MAINT: stats: not using nested TypeErrors in _contains_nan * `#16424 https://github.com/scipy/scipy/pull/16424`__: MAINT: future-proof \`stats.kde\` for changes in numpy casting... * `#16425 https://github.com/scipy/scipy/pull/16425`__: DOC: Procedure adjustment in file doc/source/dev/core-dev/releasing.rst.inc * `#16428 https://github.com/scipy/scipy/pull/16428`__: MAINT: fix up \`_sputils.get_index_dtype\` for NEP 50 casting... * `#16431 https://github.com/scipy/scipy/pull/16431`__: CI: fix Gitpod build after dev.py update to the new CLI * `#16432 https://github.com/scipy/scipy/pull/16432`__: Docstring fixes in lobpcg.py * `#16434 https://github.com/scipy/scipy/pull/16434`__: DOC: stats.mstats.sen_seasonal_slopes: add docstring * `#16435 https://github.com/scipy/scipy/pull/16435`__: ENH: directional mean * `#16438 https://github.com/scipy/scipy/pull/16438`__: MAINT: remove unused \`DeprecatedImport\` * `#16439 https://github.com/scipy/scipy/pull/16439`__: ENH: stats.chi2_contingency: convert output tuple to Bunch * `#16440 https://github.com/scipy/scipy/pull/16440`__: ENH: stats.median_test: convert output tuple to Bunch * `#16441 https://github.com/scipy/scipy/pull/16441`__: ENH: stats.mood: convert output tuple to Bunch * `#16442 https://github.com/scipy/scipy/pull/16442`__: MAINT: fix issues with Python scalar related casting behavior... * `#16447 https://github.com/scipy/scipy/pull/16447`__: BLD: make it easier to build with AddressSanitizer * `#16449 https://github.com/scipy/scipy/pull/16449`__: ENH: improve scipy.interpolate.RegularGridInterpolator performance * `#16450 https://github.com/scipy/scipy/pull/16450`__: BUG: Fix CLI Help in light themes * `#16454 https://github.com/scipy/scipy/pull/16454`__: ENH: stats.bootstrap: return bootstrap distribution * `#16455 https://github.com/scipy/scipy/pull/16455`__: ENH: stats.bootstrap: add BCa method for multi-sample statistic * `#16462 https://github.com/scipy/scipy/pull/16462`__: CI: Update Python 3.8-dbg job to ubuntu-20.04 * `#16463 https://github.com/scipy/scipy/pull/16463`__: ENH: stats.jarque_bera: add axis, nan_policy, masked array support * `#16470 https://github.com/scipy/scipy/pull/16470`__: DOC: stats.spearmanr: add information about p-value calculation * `#16471 https://github.com/scipy/scipy/pull/16471`__: MAINT: interpolate/RGI: only call \`find_indices\` when needed * `#16474 https://github.com/scipy/scipy/pull/16474`__: DOC: Add more information to entropy docstring * `#16475 https://github.com/scipy/scipy/pull/16475`__: BLD: build the f2py shared source file once and link to each... * `#16481 https://github.com/scipy/scipy/pull/16481`__: BUG: Change (n+1) to n for correct jackknife calculation of hd... * `#16486 https://github.com/scipy/scipy/pull/16486`__: DOC: special.entr: add context * `#16487 https://github.com/scipy/scipy/pull/16487`__: MAINT: Improve test speed, add timeouts * `#16496 https://github.com/scipy/scipy/pull/16496`__: add notes for x and y array sorted in decreasing order * `#16497 https://github.com/scipy/scipy/pull/16497`__: DOC: special: Add 'Examples' section to spence docstring. * `#16498 https://github.com/scipy/scipy/pull/16498`__: ENH: Speed up hdquantile_sd via cumulative sums * `#16501 https://github.com/scipy/scipy/pull/16501`__: DOC: Fix typo in spatial.Delaunay * `#16502 https://github.com/scipy/scipy/pull/16502`__: DOC: Minor Rst syntax update. * `#16503 https://github.com/scipy/scipy/pull/16503`__: ENH: stats: Implement _munp() for the skewnorm distribution. * `#16505 https://github.com/scipy/scipy/pull/16505`__: DOC: correct errs on examples for scipy.signal.upfirdn * `#16508 https://github.com/scipy/scipy/pull/16508`__: BUG/ENH: handle spline interpolation methods in \`interpn\` and... * `#16511 https://github.com/scipy/scipy/pull/16511`__: add reference to regulargridinterpolator * `#16513 https://github.com/scipy/scipy/pull/16513`__: MAINT: skip complex128 propack tests on windows (& module clean-up) * `#16516 https://github.com/scipy/scipy/pull/16516`__: DOC: add a hint on what to use in case of matlab v7.3 * `#16518 https://github.com/scipy/scipy/pull/16518`__: CI: pip and conda caching in all workflows * `#16524 https://github.com/scipy/scipy/pull/16524`__: TST: stats.permutation_test: strengthen test against \`ks_2samp\` * `#16529 https://github.com/scipy/scipy/pull/16529`__: CI: clean up scikit-umfpack and scikit-sparse usage in CI * `#16532 https://github.com/scipy/scipy/pull/16532`__: Deprecated imports in docstring examples in \`io.harwell_boeing\`... * `#16533 https://github.com/scipy/scipy/pull/16533`__: ENH: signal: add Lanczos window function * `#16534 https://github.com/scipy/scipy/pull/16534`__: CI: fix scikit-umfpack and scikit-sparse install in Azure job * `#16535 https://github.com/scipy/scipy/pull/16535`__: MAINT: signal: Fix matplotlib deprecation warning in the chirp... * `#16543 https://github.com/scipy/scipy/pull/16543`__: DOC: update cwt doc examples * `#16544 https://github.com/scipy/scipy/pull/16544`__: DOC: add better example for \`MultinomialQMC\`. * `#16546 https://github.com/scipy/scipy/pull/16546`__: DOC: Add alt-text to tutorial images * `#16547 https://github.com/scipy/scipy/pull/16547`__: ENH: correct bounds warnings in \`minimize\` * `#16550 https://github.com/scipy/scipy/pull/16550`__: TST: fix flaky sparse.linalg.exmp test * `#16552 https://github.com/scipy/scipy/pull/16552`__: CI: test distro Python install on Ubuntu Jammy (22.04 LTS) * `#16554 https://github.com/scipy/scipy/pull/16554`__: TST: add timeout to \`test_kappa4_array_gh13582\` * `#16557 https://github.com/scipy/scipy/pull/16557`__: BUG: fix \`interpolate.RegularGridInterpolator\` \`out_of_bounds\`... * `#16559 https://github.com/scipy/scipy/pull/16559`__: ENH: adding a logpdf function to von-mises distribution * `#16560 https://github.com/scipy/scipy/pull/16560`__: vectorize ortho_group.rvs * `#16561 https://github.com/scipy/scipy/pull/16561`__: DOC: optimize: Fix warning in differential_evolution docstring * `#16565 https://github.com/scipy/scipy/pull/16565`__: [DOC] improper type syntax in basinhopping docstring. * `#16566 https://github.com/scipy/scipy/pull/16566`__: fix window function doc string for Window length * `#16567 https://github.com/scipy/scipy/pull/16567`__: DOC: Add note about inaccuracies in matrix functions * `#16571 https://github.com/scipy/scipy/pull/16571`__: DOC: sparse.linalg: add references for UMFPACK. * `#16574 https://github.com/scipy/scipy/pull/16574`__: ENH: vectorize along samples \`stats.ortho_group.rvs\` and \`stats.unitary_group.rvs\` * `#16576 https://github.com/scipy/scipy/pull/16576`__: testing documentation broken link fix * `#16587 https://github.com/scipy/scipy/pull/16587`__: DOC: add import NumPy in QMC examples. * `#16589 https://github.com/scipy/scipy/pull/16589`__: DOC: update toolchain.rst after EOL of manylinux_2_24; allow... * `#16591 https://github.com/scipy/scipy/pull/16591`__: ENH: stats.nct: replace with boost implementation * `#16592 https://github.com/scipy/scipy/pull/16592`__: DOC: interpolate: document the .roots() workaround * `#16594 https://github.com/scipy/scipy/pull/16594`__: MAINT: Better pytest-timeout support * `#16596 https://github.com/scipy/scipy/pull/16596`__: MAINT: stats.rv_continuous: consistently return NumPy scalars * `#16607 https://github.com/scipy/scipy/pull/16607`__: MAINT: remove unnecessary \`__future__\` imports * `#16608 https://github.com/scipy/scipy/pull/16608`__: TST: stats.rv_continuous: more direct test for numpy scalar output * `#16612 https://github.com/scipy/scipy/pull/16612`__: ENH: vectorize along samples \`stats.special_ortho_group.rvs\` * `#16614 https://github.com/scipy/scipy/pull/16614`__: DOC: add import NumPy in linalg decomposition function examples * `#16615 https://github.com/scipy/scipy/pull/16615`__: DOC: Adding import numpy to several files * `#16616 https://github.com/scipy/scipy/pull/16616`__: DOC: Adding import numpy to examples in some stats files * `#16617 https://github.com/scipy/scipy/pull/16617`__: DOC: Update instructions for debugging using dev.py * `#16618 https://github.com/scipy/scipy/pull/16618`__: DOC: add import NumPy in bsplines examples * `#16619 https://github.com/scipy/scipy/pull/16619`__: DOC: add import numpy in some stats examples * `#16620 https://github.com/scipy/scipy/pull/16620`__: DOC: Add numpy import to examples * `#16621 https://github.com/scipy/scipy/pull/16621`__: FIX: upstream fix for binomial distribution divide-by-zero * `#16624 https://github.com/scipy/scipy/pull/16624`__: DOC: add NumPy imports in \`_mstats_basic.py\` examples * `#16625 https://github.com/scipy/scipy/pull/16625`__: DOC: add \`import numpy as np\` to examples * `#16626 https://github.com/scipy/scipy/pull/16626`__: BUG: cluster: fix \`leaves_color_list\` issue * `#16627 https://github.com/scipy/scipy/pull/16627`__: TST: spatial.directed_hausdorff: Parametrized test_random_state_None_int * `#16629 https://github.com/scipy/scipy/pull/16629`__: DOC: Modifiy the scipy.stats.mode example to be nontrivial. * `#16631 https://github.com/scipy/scipy/pull/16631`__: MAINT: stats.gaussian_kde: raise informative message with degenerate... * `#16632 https://github.com/scipy/scipy/pull/16632`__: MAINT: signal:corrected peak_finding example * `#16633 https://github.com/scipy/scipy/pull/16633`__: DOC: update benchmarking docs to use dev.py user interface * `#16634 https://github.com/scipy/scipy/pull/16634`__: DOC: Add example to fft.fht * `#16635 https://github.com/scipy/scipy/pull/16635`__: DOC: fix default_rng namespace and linestyle of an example * `#16639 https://github.com/scipy/scipy/pull/16639`__: DOC: better links in readme for newcomers * `#16640 https://github.com/scipy/scipy/pull/16640`__: MAINT: optimize: always return a float from goal functional wrapper * `#16641 https://github.com/scipy/scipy/pull/16641`__: DOC: optimize: fix doc that \`curve_fit\` xdata should be float... * `#16644 https://github.com/scipy/scipy/pull/16644`__: DOC: io: Add Examples section for mminfo, mmread and mmwrite. * `#16646 https://github.com/scipy/scipy/pull/16646`__: MAINT: have get_index_dtype follow its documentation and return... * `#16647 https://github.com/scipy/scipy/pull/16647`__: MAINT: Fix expit function name typo in test_optimize.py * `#16650 https://github.com/scipy/scipy/pull/16650`__: DOC: io: Add 'Examples' to the 'whosmat' docstring. * `#16651 https://github.com/scipy/scipy/pull/16651`__: ENH: stats.resampling: automatically detect whether statistic... * `#16652 https://github.com/scipy/scipy/pull/16652`__: MAINT: Remove unused imports. * `#16653 https://github.com/scipy/scipy/pull/16653`__: DEV: generalized cross-validation smoothing spline * `#16654 https://github.com/scipy/scipy/pull/16654`__: ENH: stats: add aliases to results objects * `#16658 https://github.com/scipy/scipy/pull/16658`__: BUG: signal: Compare window_length to correct axis in savgol_filter * `#16659 https://github.com/scipy/scipy/pull/16659`__: DOC: replace \`sphinx_panels\` and \`sphinx_tabs\` with \`sphinx_design\` * `#16666 https://github.com/scipy/scipy/pull/16666`__: MAINT: remove unused \`__main__\` code from \`optimize\` submodule * `#16667 https://github.com/scipy/scipy/pull/16667`__: DOC: spatial: Correct barycentric description in Delaunay * `#16668 https://github.com/scipy/scipy/pull/16668`__: DOC: signal: Update values in zpk2sos docstring examples. * `#16670 https://github.com/scipy/scipy/pull/16670`__: MAINT: fix a compiler warning in \`signal/_firfilter.c\` * `#16672 https://github.com/scipy/scipy/pull/16672`__: BLD: update minimum \`meson\` and \`meson-python\` versions * `#16675 https://github.com/scipy/scipy/pull/16675`__: TST: sparse.linalg: increase \`lobpcg\` solve tolerance in test * `#16676 https://github.com/scipy/scipy/pull/16676`__: MAINT: stats.mstats.mode: refactor to keep \`kwargs\` out of... * `#16677 https://github.com/scipy/scipy/pull/16677`__: TST: speed up mindist test * `#16678 https://github.com/scipy/scipy/pull/16678`__: DOC: remove custom colours in css * `#16680 https://github.com/scipy/scipy/pull/16680`__: MAINT: stats.gmean: corrections with \`axis=None\` when masked-array... * `#16683 https://github.com/scipy/scipy/pull/16683`__: DEV: add \`--durations\` argument to dev.py interface * `#16685 https://github.com/scipy/scipy/pull/16685`__: BLD: implement compiler version checks for GCC and MSVC * `#16687 https://github.com/scipy/scipy/pull/16687`__: DOC: signal: Update the examples in the remez docstring. * `#16689 https://github.com/scipy/scipy/pull/16689`__: MAINT: sparse.linalg: remove LGMRES demo * `#16690 https://github.com/scipy/scipy/pull/16690`__: random uniform -> normal to initiate lobpcg and arpack in svds * `#16691 https://github.com/scipy/scipy/pull/16691`__: ENH: stats: Implement isf for the levy distribution. * `#16692 https://github.com/scipy/scipy/pull/16692`__: ENH: stats.gaussian_kde: replace use of inv_cov in pdf * `#16696 https://github.com/scipy/scipy/pull/16696`__: ENH: Speed up sparse.csgraph.dijkstra * `#16699 https://github.com/scipy/scipy/pull/16699`__: DOC: stats: resampling and Monte Carlo methods tutorial * `#16703 https://github.com/scipy/scipy/pull/16703`__: BLD: upgrade meson(-python) min versions and remove explicit... * `#16704 https://github.com/scipy/scipy/pull/16704`__: DOC: improve some MSVC links in toolchain.rst * `#16705 https://github.com/scipy/scipy/pull/16705`__: MAINT: add \`__bool__\` method to spatial.transform.Rotation * `#16706 https://github.com/scipy/scipy/pull/16706`__: CI: add Meson version number in environment.yml to rebuild Docker... * `#16707 https://github.com/scipy/scipy/pull/16707`__: DOC: expand the \`scipy.interpolate\` tutorial * `#16712 https://github.com/scipy/scipy/pull/16712`__: BUG: Update _svds.py: orthogonalize eigenvectors from arpack... * `#16714 https://github.com/scipy/scipy/pull/16714`__: ENH: stats.bootstrap: extend previous bootstrap result * `#16715 https://github.com/scipy/scipy/pull/16715`__: DOC: interpolate: add an example of splPrep/PPoly.from_spline... * `#16717 https://github.com/scipy/scipy/pull/16717`__: DOC: reformat seed docstrings * `#16722 https://github.com/scipy/scipy/pull/16722`__: MAINT: additional test truthiness and length the empty Rotation * `#16730 https://github.com/scipy/scipy/pull/16730`__: MAINT: interpolate: use _fitpack_impl in fitpack2 * `#16731 https://github.com/scipy/scipy/pull/16731`__: ENH: interpolate.KroghInterpolator: raise warning about numerical... * `#16732 https://github.com/scipy/scipy/pull/16732`__: DOC: Replace runtests.py with dev.py where appropriate * `#16733 https://github.com/scipy/scipy/pull/16733`__: DOC: Add link to development workflow * `#16735 https://github.com/scipy/scipy/pull/16735`__: DOC: forward port 1.9.0 relnotes * `#16738 https://github.com/scipy/scipy/pull/16738`__: REL: DOC: update version switcher * `#16739 https://github.com/scipy/scipy/pull/16739`__: CI: move the py311-dev job over to Meson * `#16740 https://github.com/scipy/scipy/pull/16740`__: DOC: Fix Sphinx markup. * `#16742 https://github.com/scipy/scipy/pull/16742`__: CI: move test_numpy_main to linux_meson * `#16743 https://github.com/scipy/scipy/pull/16743`__: DEP: interpolate: revert docstring only deprecation of fitpack... * `#16747 https://github.com/scipy/scipy/pull/16747`__: DOC: sparse.linalg: Fix output in an example in the lobpcg docstring. * `#16753 https://github.com/scipy/scipy/pull/16753`__: DOC: Integrate: Add improper integral examples for \`dblquad\`... * `#16754 https://github.com/scipy/scipy/pull/16754`__: DOC: optimize: Fix mistake in a linprog example. * `#16755 https://github.com/scipy/scipy/pull/16755`__: TST: sparse.linalg: Loosen tolerance for the lobpcg test 'test_tolerance_float32' * `#16756 https://github.com/scipy/scipy/pull/16756`__: TST: test fixes for pypy * `#16758 https://github.com/scipy/scipy/pull/16758`__: ENH: Release the GIL while computing KDE kernel estimate * `#16761 https://github.com/scipy/scipy/pull/16761`__: DOC: add logo to readme. * `#16762 https://github.com/scipy/scipy/pull/16762`__: MAINT: stats: mark slow tests * `#16766 https://github.com/scipy/scipy/pull/16766`__: DOC: toolchain: fix numpy dependency for 1.7.2/3 * `#16770 https://github.com/scipy/scipy/pull/16770`__: ENH: stats: use Boost implementation of skewnorm cdf/ppf * `#16772 https://github.com/scipy/scipy/pull/16772`__: DOC: add one :math: to docstring for consistency * `#16776 https://github.com/scipy/scipy/pull/16776`__: BUG: Set nperseg size to the size of an already-initialized window... * `#16778 https://github.com/scipy/scipy/pull/16778`__: MAINT: fix a couple of Mypy errors that appeared recently * `#16779 https://github.com/scipy/scipy/pull/16779`__: TST: Interpolate: Move incorrectly located NDInterpolator tests * `#16788 https://github.com/scipy/scipy/pull/16788`__: DOC, TST: clarify Voronoi Qz * `#16790 https://github.com/scipy/scipy/pull/16790`__: ENH: stats.invgauss: use Boost implementation of ppf/isf * `#16791 https://github.com/scipy/scipy/pull/16791`__: MAINT: stats.skewnorm: fix fit when data skewness is greater... * `#16793 https://github.com/scipy/scipy/pull/16793`__: DOC: optimize: add tutorial for milp * `#16795 https://github.com/scipy/scipy/pull/16795`__: DOC: Embed method signatures of \`spatial.transform.Rotation\` * `#16797 https://github.com/scipy/scipy/pull/16797`__: ENH add extrapolate to BSpline.design_matrix * `#16799 https://github.com/scipy/scipy/pull/16799`__: DOC: optimize.root_scalar: improve parametrization of methods * `#16800 https://github.com/scipy/scipy/pull/16800`__: MAINT: remove \`_lib/_c99compat.h\` and use C99 rather than \`npy_math.h\`... * `#16801 https://github.com/scipy/scipy/pull/16801`__: ENH: added the spectral 2-norm to _norm.py * `#16804 https://github.com/scipy/scipy/pull/16804`__: ENH: stats.weibull_min: override fit * `#16806 https://github.com/scipy/scipy/pull/16806`__: DEV: update pydevtool version to propagate exit codes * `#16809 https://github.com/scipy/scipy/pull/16809`__: Doc: Added missing "import numpy as np" to docstring examples... * `#16811 https://github.com/scipy/scipy/pull/16811`__: DOC: fix broken links * `#16816 https://github.com/scipy/scipy/pull/16816`__: MAINT: special: remove one \`libnpymath\` dependency; more \`NPY_\`... * `#16817 https://github.com/scipy/scipy/pull/16817`__: MAINT: remove \`NPY_INLINE\`, use \`inline\` instead * `#16818 https://github.com/scipy/scipy/pull/16818`__: MAINT: update PROPACK git submodule to get rid of prints in test... * `#16826 https://github.com/scipy/scipy/pull/16826`__: MAINT: fix some build warnings from \`special/ellip_harm.pxd\` * `#16828 https://github.com/scipy/scipy/pull/16828`__: DOC: add NumPy import in scipy.io examples * `#16829 https://github.com/scipy/scipy/pull/16829`__: Interpn nonscalar followup * `#16830 https://github.com/scipy/scipy/pull/16830`__: DOC: Add plot to circmean docstring * `#16831 https://github.com/scipy/scipy/pull/16831`__: DOC: special: Several docstring updates. * `#16832 https://github.com/scipy/scipy/pull/16832`__: DOC: add NumPy import in scipy.optimize examples * `#16834 https://github.com/scipy/scipy/pull/16834`__: DOC: Improve circular stats doc * `#16835 https://github.com/scipy/scipy/pull/16835`__: ENH: stats.ttest_1samp: add confidence_interval and df * `#16837 https://github.com/scipy/scipy/pull/16837`__: DOC: interpolate: small example code improvement for \`BSpline.basis_element\` * `#16840 https://github.com/scipy/scipy/pull/16840`__: ENH: BSplines.design_matrix performance improvement * `#16843 https://github.com/scipy/scipy/pull/16843`__: ENH: Handle np array methods in stats.binned_statistic_dd * `#16847 https://github.com/scipy/scipy/pull/16847`__: DOC: interpolate.{RegularGridInterpolator, interpn} add note... * `#16848 https://github.com/scipy/scipy/pull/16848`__: ENH: stats.anderson: add fit parameters to result * `#16853 https://github.com/scipy/scipy/pull/16853`__: DOC: interpolate: improve \`interpolate.make_interp.spline\`... * `#16854 https://github.com/scipy/scipy/pull/16854`__: MAINT: Delay \`pooch\` import error for \`scipy.datasets\` * `#16855 https://github.com/scipy/scipy/pull/16855`__: Roadmap update: scipy.interpolate and Fortran libs * `#16856 https://github.com/scipy/scipy/pull/16856`__: DOC: interpolate: add default spline degree value for \`InterpolatedUnivariateSpline\` * `#16857 https://github.com/scipy/scipy/pull/16857`__: ENH : remove an expected warning in BarycentricInterpolator * `#16858 https://github.com/scipy/scipy/pull/16858`__: ENH: Modify scipy.optimize.least_squares to accept bounds of... * `#16860 https://github.com/scipy/scipy/pull/16860`__: DOC: interpolate: improve spline smoothing parameter docs. * `#16863 https://github.com/scipy/scipy/pull/16863`__: DOC: Adding docs contribution guidelines * `#16864 https://github.com/scipy/scipy/pull/16864`__: DOC: stats: Some updates: * `#16865 https://github.com/scipy/scipy/pull/16865`__: DOC: interpolate: improve \`make_lsq_spline\` docs * `#16866 https://github.com/scipy/scipy/pull/16866`__: DEP, DOC: Show deprecated methods in docs and fix overwriting... * `#16867 https://github.com/scipy/scipy/pull/16867`__: DOC: fix an accuracy issue in the docstring of \`Rotation.align_vectors\` * `#16869 https://github.com/scipy/scipy/pull/16869`__: DOC: Added missing 'import numpy as np' to docstring examples... * `#16873 https://github.com/scipy/scipy/pull/16873`__: MAINT: stats.multinomial: don't alter p[-1] when p[:-1].sum()... * `#16874 https://github.com/scipy/scipy/pull/16874`__: DOC: signal: Add 'Examples' to the 'normalize' docstring. * `#16884 https://github.com/scipy/scipy/pull/16884`__: DOC: improve installing from source instructions * `#16885 https://github.com/scipy/scipy/pull/16885`__: TST: Interpolate: Parameterise RegularGridInterpolator tests * `#16886 https://github.com/scipy/scipy/pull/16886`__: CI: wheels only on scipy [skip azp][skip github] * `#16887 https://github.com/scipy/scipy/pull/16887`__: DOC: optimize.linprog: adjust tutorial to address gh16531 * `#16888 https://github.com/scipy/scipy/pull/16888`__: DOC: outline how cibuildwheel is triggered and runs in CI * `#16889 https://github.com/scipy/scipy/pull/16889`__: MAINT: interpolate: Remove a couple unused imports. * `#16890 https://github.com/scipy/scipy/pull/16890`__: ENH: optimize.OptimizeResult: improve pretty-printing * `#16891 https://github.com/scipy/scipy/pull/16891`__: TST: Interpolate: rename test so that is executed * `#16893 https://github.com/scipy/scipy/pull/16893`__: DOC: add diagram explaining how Docker images get built and used... * `#16896 https://github.com/scipy/scipy/pull/16896`__: DOC: Fix broken link in the "Additional Git Resources" page. * `#16897 https://github.com/scipy/scipy/pull/16897`__: Pass down mip_rel_gap to the HiGHS optimizer * `#16899 https://github.com/scipy/scipy/pull/16899`__: DOC: add legend to rv_histogram plot * `#16902 https://github.com/scipy/scipy/pull/16902`__: ENH: stats.ttest_rel: add confidence_interval to result * `#16903 https://github.com/scipy/scipy/pull/16903`__: DOC: interpolate: add actual smoothing condition for \`UnivariateSpline\` * `#16906 https://github.com/scipy/scipy/pull/16906`__: DOC: fixes for refguide check issues * `#16907 https://github.com/scipy/scipy/pull/16907`__: BUG: stats: expect method of the vonmises distribution * `#16910 https://github.com/scipy/scipy/pull/16910`__: MAINT: forward port 1.9.1 relnotes * `#16913 https://github.com/scipy/scipy/pull/16913`__: ENH:interpolate: allow interp1d to take single value * `#16916 https://github.com/scipy/scipy/pull/16916`__: DOC: add note about using interpn for data on a regular grid * `#16923 https://github.com/scipy/scipy/pull/16923`__: MAINT: integrate.qmc_quad: add QMC quadrature * `#16924 https://github.com/scipy/scipy/pull/16924`__: Fix compilation with -Wincompatible-function-pointer-types * `#16931 https://github.com/scipy/scipy/pull/16931`__: DOC: add details on Meson build debugging and introspection * `#16933 https://github.com/scipy/scipy/pull/16933`__: MAINT : interpolate: added test for DivideByZero warning silencing... * `#16937 https://github.com/scipy/scipy/pull/16937`__: MAINT: refer to python3 in refguide_check * `#16939 https://github.com/scipy/scipy/pull/16939`__: MAINT: stats: move \`_contains_nan\` function to \`_lib._util.py\` * `#16940 https://github.com/scipy/scipy/pull/16940`__: DOC: Documentation note update for truncnorm * `#16941 https://github.com/scipy/scipy/pull/16941`__: MAINT: support logpdf in NumericalInverseHermite (stats.sampling) * `#16948 https://github.com/scipy/scipy/pull/16948`__: DOC: sparse.linalg.svds: fix intermittent refguide check failure * `#16950 https://github.com/scipy/scipy/pull/16950`__: DOC: Add examples for common Bessel functions * `#16951 https://github.com/scipy/scipy/pull/16951`__: ENH: stats.fit: add plot_types to FitResult.plot * `#16953 https://github.com/scipy/scipy/pull/16953`__: DEV: update dev.py to only install changed files * `#16955 https://github.com/scipy/scipy/pull/16955`__: BLD: fix up or suppress Fortran build warnings * `#16956 https://github.com/scipy/scipy/pull/16956`__: BLD: fix meson version checks for MSVC * `#16958 https://github.com/scipy/scipy/pull/16958`__: ENH: stats.crosstab: convert output tuple to bunch * `#16959 https://github.com/scipy/scipy/pull/16959`__: DOC: Add example for morlet in scipy.signal * `#16960 https://github.com/scipy/scipy/pull/16960`__: DOC: Fix indentation in benchmarking.rst * `#16963 https://github.com/scipy/scipy/pull/16963`__: DOC: Update 2 links to point to stable. * `#16967 https://github.com/scipy/scipy/pull/16967`__: ENH: stats.goodness_of_fit: a general goodness of fit test * `#16968 https://github.com/scipy/scipy/pull/16968`__: ENH: Close parenthesis in numpy version warning * `#16976 https://github.com/scipy/scipy/pull/16976`__: DOC: stats.qmc: fix description of seed parameter * `#16980 https://github.com/scipy/scipy/pull/16980`__: DOC: fix duplicate word typos. * `#16986 https://github.com/scipy/scipy/pull/16986`__: DOC: Fix link to rendered docs in documentation guide * `#16987 https://github.com/scipy/scipy/pull/16987`__: ENH: stats.gaussian_kde: replace use of inv_cov in logpdf * `#16989 https://github.com/scipy/scipy/pull/16989`__: DOC: edited t_span parameter description in integrate.solve_ivp * `#16990 https://github.com/scipy/scipy/pull/16990`__: CI: enable uploads for (weekly) nightlies and update how action... * `#16992 https://github.com/scipy/scipy/pull/16992`__: CI: upgrade CI image to run on Ubuntu 22.04 instead of 20.04 * `#16995 https://github.com/scipy/scipy/pull/16995`__: DOC: stats: fix incorrectly documented statistic attribute for... * `#17003 https://github.com/scipy/scipy/pull/17003`__: DOC: Add examples for a few Bessel functions * `#17005 https://github.com/scipy/scipy/pull/17005`__: CI: pin OpenBLAS to specific build in macOS job to avoid gges... * `#17006 https://github.com/scipy/scipy/pull/17006`__: ENH: stats.spearmanr: add statistic attribute to result object... * `#17007 https://github.com/scipy/scipy/pull/17007`__: ENH: stats.kendalltau: add statistic attribute to result object... * `#17008 https://github.com/scipy/scipy/pull/17008`__: ENH: stats.weightedtau: add statistic attribute to result object * `#17009 https://github.com/scipy/scipy/pull/17009`__: Revert "CI: pin OpenBLAS to specific build in macOS job to avoid... * `#17014 https://github.com/scipy/scipy/pull/17014`__: MAINT: remove unused variables and imports * `#17016 https://github.com/scipy/scipy/pull/17016`__: ENH: stats.pearsonr, stats.pointbiserialr: add statistic/correlation... * `#17017 https://github.com/scipy/scipy/pull/17017`__: ENH: stats.somersd: add correlation attribute to result object * `#17021 https://github.com/scipy/scipy/pull/17021`__: FIX: \`dev.py build\` parallelism behaviour and fixed typos * `#17022 https://github.com/scipy/scipy/pull/17022`__: Explain where LIL comes from * `#17027 https://github.com/scipy/scipy/pull/17027`__: Fix explanation of LIst of List sparse matrix * `#17029 https://github.com/scipy/scipy/pull/17029`__: CI: cirrus for building aarch64 * `#17030 https://github.com/scipy/scipy/pull/17030`__: ENH: stats.permutation_test: improve performance of samples/pairings... * `#17032 https://github.com/scipy/scipy/pull/17032`__: TST: stats.fit: fix random state * `#17034 https://github.com/scipy/scipy/pull/17034`__: TST: stats.jarque_bera: fix test failure due to NumPy update * `#17036 https://github.com/scipy/scipy/pull/17036`__: DEV: Update GPG key in Docker [Gitpod] * `#17038 https://github.com/scipy/scipy/pull/17038`__: deduplicate \`splint\` in FITPACK wrappers; take 3 * `#17039 https://github.com/scipy/scipy/pull/17039`__: ENH: add a \`stats.expectile\` function * `#17041 https://github.com/scipy/scipy/pull/17041`__: DOC: Add examples for integrals of Bessel functions * `#17048 https://github.com/scipy/scipy/pull/17048`__: DOC:signal: Fix typo in TransferFunction * `#17049 https://github.com/scipy/scipy/pull/17049`__: TST: stats.jarque_bera: fix test failure due to NumPy update * `#17051 https://github.com/scipy/scipy/pull/17051`__: ENH: support complex functions in integrate.quad * `#17052 https://github.com/scipy/scipy/pull/17052`__: BLD: implement symbol hiding for Meson through a linker version... * `#17057 https://github.com/scipy/scipy/pull/17057`__: Fix or avoid various test failures that are showing up in CI * `#17062 https://github.com/scipy/scipy/pull/17062`__: Add location and sign to KS test result * `#17063 https://github.com/scipy/scipy/pull/17063`__: CI: fix uploading of nightly wheels * `#17068 https://github.com/scipy/scipy/pull/17068`__: MAINT: Removed unused imports. * `#17071 https://github.com/scipy/scipy/pull/17071`__: DOC: update maxfun in scipy.optimize.minimize(method=’L-BFGS-B’)... * `#17073 https://github.com/scipy/scipy/pull/17073`__: DOC: examples for derivatives of Bessel functions * `#17076 https://github.com/scipy/scipy/pull/17076`__: DOC: spatial: Copy-edit the voronoi_plot_2d example. * `#17079 https://github.com/scipy/scipy/pull/17079`__: BUG: fix \`signal.sosfilt\` issue with complex dtypes and Intel... * `#17081 https://github.com/scipy/scipy/pull/17081`__: DOC: Fix formatting in svds docstrings * `#17083 https://github.com/scipy/scipy/pull/17083`__: DOC: Fix broken link for environment variables NumPy doc * `#17085 https://github.com/scipy/scipy/pull/17085`__: DOC: optimize: add link to SciPy cookbooks milp tutorials * `#17091 https://github.com/scipy/scipy/pull/17091`__: MAINT: interpolate remove duplication of FITPACK interface \`sproot\`. * `#17093 https://github.com/scipy/scipy/pull/17093`__: ENH: Improves behavior of scipy.optimize.linprog (#17074) * `#17094 https://github.com/scipy/scipy/pull/17094`__: DOC: examples for roots of Bessel functions * `#17099 https://github.com/scipy/scipy/pull/17099`__: BLD: turn off fast-math for Intel compilers * `#17103 https://github.com/scipy/scipy/pull/17103`__: ENH: stats.Covariance: add CovViaDiagonal * `#17106 https://github.com/scipy/scipy/pull/17106`__: CI: fix testing of \`SCIPY_USE_PYTHRAN=0\`, and upgrade to pythran... * `#17108 https://github.com/scipy/scipy/pull/17108`__: DOC: Reformulate ufunc description in special doc page * `#17109 https://github.com/scipy/scipy/pull/17109`__: BLD: Ensure Intel Fortran handles negative 0 as expected. * `#17110 https://github.com/scipy/scipy/pull/17110`__: DOC: add Numpy import to scipy.sparse examples * `#17112 https://github.com/scipy/scipy/pull/17112`__: ENH: Add support for bounds class in curve_fit * `#17115 https://github.com/scipy/scipy/pull/17115`__: DOC: add Numpy import to examples * `#17117 https://github.com/scipy/scipy/pull/17117`__: ENH: stats.logistic: override fit for remaining cases * `#17118 https://github.com/scipy/scipy/pull/17118`__: ENH: Support for complex functions in binned_statistic_dd * `#17122 https://github.com/scipy/scipy/pull/17122`__: ENH: remove duplicate function call * `#17126 https://github.com/scipy/scipy/pull/17126`__: MAINT, ENH: scipy.stats: Refactor \`directionalmean\` to return... * `#17128 https://github.com/scipy/scipy/pull/17128`__: ENH: stats.covariance: add CovViaCholesky * `#17130 https://github.com/scipy/scipy/pull/17130`__: DOC: remove inconsistent messages * `#17135 https://github.com/scipy/scipy/pull/17135`__: ENH: stats.Covariance: specifying covariance matrix by its eigendecomposition * `#17138 https://github.com/scipy/scipy/pull/17138`__: CI: add permission to GH actions. * `#17140 https://github.com/scipy/scipy/pull/17140`__: BUG: Fix issue with shgo not correctly passing jac to minimizer * `#17141 https://github.com/scipy/scipy/pull/17141`__: ENH: stats.fit: add maximum spacing estimation * `#17144 https://github.com/scipy/scipy/pull/17144`__: DOC: replace \`set_tight_layout\` with \`set_layout_engine\`... * `#17147 https://github.com/scipy/scipy/pull/17147`__: BENCH: remove \`--quick\` flag to \`asv run\` in dev.py * `#17149 https://github.com/scipy/scipy/pull/17149`__: MAINT: remove certifi py3.11 warning filter * `#17152 https://github.com/scipy/scipy/pull/17152`__: ENH/MAINT: \`qmc.LatinHypercube\`: deprecate centered with scramble * `#17157 https://github.com/scipy/scipy/pull/17157`__: ENH: Added value_indices() function to scipy.ndimage * `#17159 https://github.com/scipy/scipy/pull/17159`__: MAINT: spatial: Skip \`test_massive_arr_overflow\` on systems... * `#17161 https://github.com/scipy/scipy/pull/17161`__: MAINT: stats.sampling.NumericalInverseHermite: private distribution... * `#17163 https://github.com/scipy/scipy/pull/17163`__: ENH: Add \`download_all\` utility method & script * `#17169 https://github.com/scipy/scipy/pull/17169`__: MAINT: special: Loosen the tolerance for a test of powm1. * `#17170 https://github.com/scipy/scipy/pull/17170`__: MAINT: better handling of mode/center outside of the domain in... * `#17175 https://github.com/scipy/scipy/pull/17175`__: MAINT: forward port 1.9.2 relnotes * `#17177 https://github.com/scipy/scipy/pull/17177`__: DOC: stats: Fix versionadded markup for odds_ratio * `#17178 https://github.com/scipy/scipy/pull/17178`__: DOC: interpolate: discuss failure modes of SmoothBivariateSpline * `#17180 https://github.com/scipy/scipy/pull/17180`__: DEP: interpolate: deprecate interp2d * `#17181 https://github.com/scipy/scipy/pull/17181`__: CI: Fix when wheels are built for staging * `#17182 https://github.com/scipy/scipy/pull/17182`__: MAINT: fix typo "mat[r]ix" * `#17183 https://github.com/scipy/scipy/pull/17183`__: DOC: examples for \`ive\` and \`kve\` * `#17184 https://github.com/scipy/scipy/pull/17184`__: DOC: stats: Fix the 1.9.0 release note about the 'weights' parameter... * `#17188 https://github.com/scipy/scipy/pull/17188`__: DOC: update version switcher for 1.9.2 * `#17198 https://github.com/scipy/scipy/pull/17198`__: MAINT: stats: remove use of interp2d from levy_stable._fitstart * `#17199 https://github.com/scipy/scipy/pull/17199`__: DOC: Fix typos in IIR design argument documentation * `#17215 https://github.com/scipy/scipy/pull/17215`__: MAINT: remove code for old numpy versions * `#17217 https://github.com/scipy/scipy/pull/17217`__: MAINT: interpolate/RGI: make all _evaluate_YYY methods use self.values * `#17223 https://github.com/scipy/scipy/pull/17223`__: DOC: linalg: Expand the qz example. * `#17227 https://github.com/scipy/scipy/pull/17227`__: TST: stats.sampling.NumericalInverseHermite: filter all RuntimeWarnings * `#17230 https://github.com/scipy/scipy/pull/17230`__: ENH: subclass-friendly refactor RegularGridInterpolator * `#17233 https://github.com/scipy/scipy/pull/17233`__: DOC: examples for Struve functions * `#17236 https://github.com/scipy/scipy/pull/17236`__: stats/distributions: make rv_sample public, allow subclassing * `#17237 https://github.com/scipy/scipy/pull/17237`__: ENH: add conditional_table to SciPy.stats. * `#17238 https://github.com/scipy/scipy/pull/17238`__: DOC: linalg: Several docstring updates. * `#17243 https://github.com/scipy/scipy/pull/17243`__: DOC: special: Updates for smirnov and smirnovi * `#17247 https://github.com/scipy/scipy/pull/17247`__: MAINT: optimize.leastsq: fix covariance not SPD * `#17256 https://github.com/scipy/scipy/pull/17256`__: doc/RegularizedIncompleteBetaFunction * `#17258 https://github.com/scipy/scipy/pull/17258`__: MAINT: stats.multivariate_normal: frozen rvs should pass cov_object... * `#17259 https://github.com/scipy/scipy/pull/17259`__: DOC: CI: Add note about skipping Cirrus CI. * `#17262 https://github.com/scipy/scipy/pull/17262`__: MAINT: forward port 1.9.3 relnotes * `#17264 https://github.com/scipy/scipy/pull/17264`__: DOC: update version switcher for 1.9.3 * `#17273 https://github.com/scipy/scipy/pull/17273`__: TST: linalg: temporarily silence failure in test_solve_discrete_are * `#17276 https://github.com/scipy/scipy/pull/17276`__: MAINT/ENH: stats.multivariate_normal.rvs: fix shape and speed... * `#17277 https://github.com/scipy/scipy/pull/17277`__: ENH: Random unit vector distribution * `#17279 https://github.com/scipy/scipy/pull/17279`__: TST: mark no_segmentation fault test for DIRECT as xslow * `#17280 https://github.com/scipy/scipy/pull/17280`__: DOC: example for voigt_profile * `#17283 https://github.com/scipy/scipy/pull/17283`__: STY: stats.Covariance: fix lint issue in \`main\` * `#17284 https://github.com/scipy/scipy/pull/17284`__: MAINT: special: Loosen tolerance in test_sinpi() and test_cospi(). * `#17291 https://github.com/scipy/scipy/pull/17291`__: Cythonize 2D linear code path in RegularGridInterpolator * `#17296 https://github.com/scipy/scipy/pull/17296`__: Fix test fails caused by pytest 7.1.3 * `#17298 https://github.com/scipy/scipy/pull/17298`__: DOC: Add examples to Stats Anderson * `#17299 https://github.com/scipy/scipy/pull/17299`__: DOC: interpolate: Extrapolation tips and tricks * `#17301 https://github.com/scipy/scipy/pull/17301`__: DOC, MAINT: remove use of inspect.formatargspec during doc build * `#17302 https://github.com/scipy/scipy/pull/17302`__: MAINT: special: Use boost for special.hyp1f1 with real inputs. * `#17303 https://github.com/scipy/scipy/pull/17303`__: Remove handwritten \`_fitpack.spalde\` : a rebase of pr/17145 * `#17304 https://github.com/scipy/scipy/pull/17304`__: ENH: stats: implement _sf and _isf for invweibull. * `#17305 https://github.com/scipy/scipy/pull/17305`__: BUG: interpolate: allow zero-sized data arrays * `#17313 https://github.com/scipy/scipy/pull/17313`__: DOC: interpolate: add a note on data with different scales * `#17314 https://github.com/scipy/scipy/pull/17314`__: DOC: interpolate/tutorial: add a length-1 example * `#17315 https://github.com/scipy/scipy/pull/17315`__: MAINT: special: Remove tests of numpy functions arccosh, arcsinh... * `#17317 https://github.com/scipy/scipy/pull/17317`__: DOC: interpolate/tutorial: add an example for equally-spaced... * `#17319 https://github.com/scipy/scipy/pull/17319`__: DOC: references and examples for huber/pseudo_huber * `#17331 https://github.com/scipy/scipy/pull/17331`__: CI: On Azure, pin pytest-xdist to version 2.5.0 * `#17340 https://github.com/scipy/scipy/pull/17340`__: DOC: clarify use of bounds with basinhopping * `#17345 https://github.com/scipy/scipy/pull/17345`__: ENH: commit to close #1261 (trac #734) by adding xtol argument. * `#17346 https://github.com/scipy/scipy/pull/17346`__: BLD: fix \`SCIPY_USE_PYTHRAN=0\` usage for the Meson build * `#17349 https://github.com/scipy/scipy/pull/17349`__: DOC: Fix signal docstrings; finish adding 'import numpy as np' * `#17351 https://github.com/scipy/scipy/pull/17351`__: CI: Pin ninja==1.10.2.4 to avoid bug in 1.11.1 that breaks meson. * `#17355 https://github.com/scipy/scipy/pull/17355`__: DOC: spatial: Fix some docstrings. * `#17359 https://github.com/scipy/scipy/pull/17359`__: CI: ninja packages are repaired, so unpin. * `#17361 https://github.com/scipy/scipy/pull/17361`__: DOC: examples for gdtr and gdtrc * `#17363 https://github.com/scipy/scipy/pull/17363`__: DOC: adjust the deprecation notice for interp2d * `#17366 https://github.com/scipy/scipy/pull/17366`__: DOC/MAINT: clean doctests namespace * `#17367 https://github.com/scipy/scipy/pull/17367`__: DOC: Add missing \`build\` parameter to \`dev.py\` * `#17369 https://github.com/scipy/scipy/pull/17369`__: DOC: consistent use of \`=\` for argument documentation * `#17371 https://github.com/scipy/scipy/pull/17371`__: DOC: update RBF tutorial with new \`RBFInterpolator\` * `#17372 https://github.com/scipy/scipy/pull/17372`__: BLD: update to Meson 0.64.0, remove \`pure: false\` lines * `#17374 https://github.com/scipy/scipy/pull/17374`__: DOC: \`special.itairy\` example * `#17376 https://github.com/scipy/scipy/pull/17376`__: DOC: Add examples to stats.mstats.find_repeats * `#17395 https://github.com/scipy/scipy/pull/17395`__: DOC: optimize: minimize doc to reflect tnc's deprecation of maxiter * `#17397 https://github.com/scipy/scipy/pull/17397`__: BUG: signal: Change types in the upfirdn utility function _output_len() * `#17399 https://github.com/scipy/scipy/pull/17399`__: DOC: signal.iirdesign: remove \`bessel\` from supported filter... * `#17400 https://github.com/scipy/scipy/pull/17400`__: TST: use norm in signal.TestBessel.test_fs_param * `#17409 https://github.com/scipy/scipy/pull/17409`__: DOC: Examples for special functions related to F distribution * `#17415 https://github.com/scipy/scipy/pull/17415`__: MAINT: Python 3.8 typing simplify * `#17416 https://github.com/scipy/scipy/pull/17416`__: BLD: fix a lot of configuration warnings by using \`fs.copyfile\` * `#17417 https://github.com/scipy/scipy/pull/17417`__: BUG: integrate: simpson didn't handle integer n-d arrays. * `#17418 https://github.com/scipy/scipy/pull/17418`__: DOC: special: Remove duplicate imports from special examples. * `#17423 https://github.com/scipy/scipy/pull/17423`__: Documentation to fix #17089 * `#17426 https://github.com/scipy/scipy/pull/17426`__: BLD: fix for propack and boost submodules - don't ask for native... * `#17427 https://github.com/scipy/scipy/pull/17427`__: DOC: optimize.linprog: adjust HiGHS URL * `#17430 https://github.com/scipy/scipy/pull/17430`__: BLD: define NDEBUG to mimic cmake release build * `#17433 https://github.com/scipy/scipy/pull/17433`__: MAINT/TST: improved test coverage for DIRECT optimizer * `#17439 https://github.com/scipy/scipy/pull/17439`__: DOC: Improve example for uniform_direction distribution * `#17446 https://github.com/scipy/scipy/pull/17446`__: MAINT: stats.gaussian_kde: error early if n_features > n_data * `#17447 https://github.com/scipy/scipy/pull/17447`__: MAINT: optimize.fminbound/minimize_scalar: add references, distinguish... * `#17448 https://github.com/scipy/scipy/pull/17448`__: MAINT: optimize.minimize_scalar: always acknowledge 'bounds'... * `#17449 https://github.com/scipy/scipy/pull/17449`__: MAINT: remove remaining occurrences of unicode * `#17457 https://github.com/scipy/scipy/pull/17457`__: DOC: Double Integral Example Typo * `#17466 https://github.com/scipy/scipy/pull/17466`__: BUG: stats: Fix for gh-17444. * `#17467 https://github.com/scipy/scipy/pull/17467`__: BUG: ndimage: Don't use np.int0 (it is the same as np.intp) * `#17469 https://github.com/scipy/scipy/pull/17469`__: BUG: stats: Random parameters in \`pytest.mark.parametrize()\`... * `#17471 https://github.com/scipy/scipy/pull/17471`__: MAINT: stats.rv_count: revert gh-17236 * `#17472 https://github.com/scipy/scipy/pull/17472`__: Getting rid of _make_points_and_values_ascending and its unnecessary... * `#17478 https://github.com/scipy/scipy/pull/17478`__: ENH: Add clear_cache utility for \`scipy.datasets\` * `#17481 https://github.com/scipy/scipy/pull/17481`__: MAINT: special: remove more \`npy_math.h\` usage * `#17482 https://github.com/scipy/scipy/pull/17482`__: MAINT: stats: Unconditionally disable boost double promotion. * `#17484 https://github.com/scipy/scipy/pull/17484`__: DOC: remove hard-coded value from PoissonDisk example * `#17485 https://github.com/scipy/scipy/pull/17485`__: ENH: increase range of vonmises entropy * `#17487 https://github.com/scipy/scipy/pull/17487`__: CI: pin setuptools for musllinux * `#17489 https://github.com/scipy/scipy/pull/17489`__: BUG: ndimage: Work around gh-17270 * `#17496 https://github.com/scipy/scipy/pull/17496`__: DEV: dev.py: make lint task consistent with CI * `#17500 https://github.com/scipy/scipy/pull/17500`__: MAINT: special: Remove references to nonexistent function exp1m. * `#17501 https://github.com/scipy/scipy/pull/17501`__: Minor: Misspelling typos fixed in _svds.py * `#17504 https://github.com/scipy/scipy/pull/17504`__: CI: PRs run against merged main [skip circle][skip gh][skip azp] * `#17512 https://github.com/scipy/scipy/pull/17512`__: TST: interpolate: stop skipping a test with zero-sized arrays * `#17513 https://github.com/scipy/scipy/pull/17513`__: BUG: optimize: fixed issue 17380 * `#17526 https://github.com/scipy/scipy/pull/17526`__: BUG, DOC: stats: fix \`[source]\` button redicting to the wrong... * `#17534 https://github.com/scipy/scipy/pull/17534`__: DOC: 1.10.0 release notes * `#17536 https://github.com/scipy/scipy/pull/17536`__: DOC: Examples for \`yve\` and \`jve\` * `#17540 https://github.com/scipy/scipy/pull/17540`__: DOC: fix documentation of \`make_smoothing_spline\` * `#17543 https://github.com/scipy/scipy/pull/17543`__: CI: fix gh17539 failures of the alpine linux run * `#17545 https://github.com/scipy/scipy/pull/17545`__: BUG: special: Fix handling of subnormal input for lambertw. * `#17551 https://github.com/scipy/scipy/pull/17551`__: BUG Fix: Update lobpcg.py to turn history arrays into lists for... * `#17569 https://github.com/scipy/scipy/pull/17569`__: MAINT: version bounds for 1.10.0rc1/relnotes fixes * `#17579 https://github.com/scipy/scipy/pull/17579`__: Revert "ENH: stats.ks_2samp: Pythranize remaining exact p-value... * `#17580 https://github.com/scipy/scipy/pull/17580`__: CI: native cp38-macosx_arm64 [wheel build][skip azp][skip circle][ski… * `#17583 https://github.com/scipy/scipy/pull/17583`__: MAINT: 1.10.0rc1 backports round 2 * `#17591 https://github.com/scipy/scipy/pull/17591`__: MAINT: stats.pearsonr: raise error for complex input * `#17600 https://github.com/scipy/scipy/pull/17600`__: DOC: update version switcher for 1.10 * `#17611 https://github.com/scipy/scipy/pull/17611`__: MAINT: Update ascent.dat file hash * `#17614 https://github.com/scipy/scipy/pull/17614`__: MAINT: optimize.milp: don't warn about \`mip_rel_gap\` option * `#17627 https://github.com/scipy/scipy/pull/17627`__: MAINT: Cast \`datasets.ascent\` image to float64 * `#17634 https://github.com/scipy/scipy/pull/17634`__: MAINT: casting errstate for NumPy 1.24 * `#17638 https://github.com/scipy/scipy/pull/17638`__: 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