Hi all, On behalf of the SciPy development team I'm pleased to announce the release of SciPy 1.6.0. Sources and binary wheels can be found at: https://pypi.org/project/scipy/ and at: https://github.com/scipy/scipy/releases/tag/v1.6.0 One of a few ways to install this release with pip: pip install scipy==1.6.0 ===================== SciPy 1.6.0 Release Notes ===================== SciPy 1.6.0 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 1.6.x branch, and on adding new features on the master branch. This release requires Python 3.7+ and NumPy 1.16.5 or greater. For running on PyPy, PyPy3 6.0+ is required. Highlights of this release --------------------------------- - `scipy.ndimage` improvements: Fixes and ehancements to boundary extension modes for interpolation functions. Support for complex-valued inputs in many filtering and interpolation functions. New ``grid_mode`` option for `scipy.ndimage.zoom` to enable results consistent with scikit-image's ``rescale``. - `scipy.optimize.linprog` has fast, new methods for large, sparse problems from the ``HiGHS`` library. - `scipy.stats` improvements including new distributions, a new test, and enhancements to existing distributions and tests New features ========== `scipy.special` improvements --------------------------------------- `scipy.special` now has improved support for 64-bit ``LAPACK`` backend `scipy.odr` improvements ---------------------------------- `scipy.odr` now has support for 64-bit integer ``BLAS`` `scipy.odr.ODR` has gained an optional ``overwrite`` argument so that existing files may be overwritten. `scipy.integrate` improvements ------------------------------------------ Some renames of functions with poor names were done, with the old names retained without being in the reference guide for backwards compatibility reasons: - ``integrate.simps`` was renamed to ``integrate.simpson`` - ``integrate.trapz`` was renamed to ``integrate.trapezoid`` - ``integrate.cumtrapz`` was renamed to ``integrate.cumulative_trapezoid`` `scipy.cluster` improvements --------------------------------------- `scipy.cluster.hierarchy.DisjointSet` has been added for incremental connectivity queries. `scipy.cluster.hierarchy.dendrogram` return value now also includes leaf color information in `leaves_color_list`. `scipy.interpolate` improvements -------------------------------------------- `scipy.interpolate.interp1d` has a new method ``nearest-up``, similar to the existing method ``nearest`` but rounds half-integers up instead of down. `scipy.io` improvements -------------------------------- Support has been added for reading arbitrary bit depth integer PCM WAV files from 1- to 32-bit, including the commonly-requested 24-bit depth. `scipy.linalg` improvements ------------------------------------- The new function `scipy.linalg.matmul_toeplitz` uses the FFT to compute the product of a Toeplitz matrix with another matrix. `scipy.linalg.sqrtm` and `scipy.linalg.logm` have performance improvements thanks to additional Cython code. Python ``LAPACK`` wrappers have been added for ``pptrf``, ``pptrs``, ``ppsv``, ``pptri``, and ``ppcon``. `scipy.linalg.norm` and the ``svd`` family of functions will now use 64-bit integer backends when available. `scipy.ndimage` improvements ------------------------------------------ `scipy.ndimage.convolve`, `scipy.ndimage.correlate` and their 1d counterparts now accept both complex-valued images and/or complex-valued filter kernels. All convolution-based filters also now accept complex-valued inputs (e.g. ``gaussian_filter``, ``uniform_filter``, etc.). Multiple fixes and enhancements to boundary handling were introduced to `scipy.ndimage` interpolation functions (i.e. ``affine_transform``, ``geometric_transform``, ``map_coordinates``, ``rotate``, ``shift``, ``zoom``). A new boundary mode, ``grid-wrap`` was added which wraps images periodically, using a period equal to the shape of the input image grid. This is in contrast to the existing ``wrap`` mode which uses a period that is one sample smaller than the original signal extent along each dimension. A long-standing bug in the ``reflect`` boundary condition has been fixed and the mode ``grid-mirror`` was introduced as a synonym for ``reflect``. A new boundary mode, ``grid-constant`` is now available. This is similar to the existing ndimage ``constant`` mode, but interpolation will still performed at coordinate values outside of the original image extent. This ``grid-constant`` mode is consistent with OpenCV's ``BORDER_CONSTANT`` mode and scikit-image's ``constant`` mode. Spline pre-filtering (used internally by ``ndimage`` interpolation functions when ``order >= 2``), now supports all boundary modes rather than always defaulting to mirror boundary conditions. The standalone functions ``spline_filter`` and ``spline_filter1d`` have analytical boundary conditions that match modes ``mirror``, ``grid-wrap`` and ``reflect``. `scipy.ndimage` interpolation functions now accept complex-valued inputs. In this case, the interpolation is applied independently to the real and imaginary components. The ``ndimage`` tutorials (https://docs.scipy.org/doc/scipy/reference/tutorial/ndimage.html) have been updated with new figures to better clarify the exact behavior of all of the interpolation boundary modes. `scipy.ndimage.zoom` now has a ``grid_mode`` option that changes the coordinate of the center of the first pixel along an axis from 0 to 0.5. This allows resizing in a manner that is consistent with the behavior of scikit-image's ``resize`` and ``rescale`` functions (and OpenCV's ``cv2.resize``). `scipy.optimize` improvements ----------------------------------------- `scipy.optimize.linprog` has fast, new methods for large, sparse problems from the ``HiGHS`` C++ library. ``method='highs-ds'`` uses a high performance dual revised simplex implementation (HSOL), ``method='highs-ipm'`` uses an interior-point method with crossover, and ``method='highs'`` chooses between the two automatically. These methods are typically much faster and often exceed the accuracy of other ``linprog`` methods, so we recommend explicitly specifying one of these three method values when using ``linprog``. `scipy.optimize.quadratic_assignment` has been added for approximate solution of the quadratic assignment problem. `scipy.optimize.linear_sum_assignment` now has a substantially reduced overhead for small cost matrix sizes `scipy.optimize.least_squares` has improved performance when the user provides the jacobian as a sparse jacobian already in ``csr_matrix`` format `scipy.optimize.linprog` now has an ``rr_method`` argument for specification of the method used for redundancy handling, and a new method for this purpose is available based on the interpolative decomposition approach. `scipy.signal` improvements -------------------------------------- `scipy.signal.gammatone` has been added to design FIR or IIR filters that model the human auditory system. `scipy.signal.iircomb` has been added to design IIR peaking/notching comb filters that can boost/attenuate a frequency from a signal. `scipy.signal.sosfilt` performance has been improved to avoid some previously- observed slowdowns `scipy.signal.windows.taylor` has been added--the Taylor window function is commonly used in radar digital signal processing `scipy.signal.gauss_spline` now supports ``list`` type input for consistency with other related SciPy functions `scipy.signal.correlation_lags` has been added to allow calculation of the lag/ displacement indices array for 1D cross-correlation. `scipy.sparse` improvements --------------------------------------- A solver for the minimum weight full matching problem for bipartite graphs, also known as the linear assignment problem, has been added in `scipy.sparse.csgraph.min_weight_full_bipartite_matching`. In particular, this provides functionality analogous to that of `scipy.optimize.linear_sum_assignment`, but with improved performance for sparse inputs, and the ability to handle inputs whose dense representations would not fit in memory. The time complexity of `scipy.sparse.block_diag` has been improved dramatically from quadratic to linear. `scipy.sparse.linalg` improvements ----------------------------------------------- The vendored version of ``SuperLU`` has been updated `scipy.fft` improvements -------------------------------- The vendored ``pocketfft`` library now supports compiling with ARM neon vector extensions and has improved thread pool behavior. `scipy.spatial` improvements --------------------------------------- The python implementation of ``KDTree`` has been dropped and ``KDTree`` is now implemented in terms of ``cKDTree``. You can now expect ``cKDTree``-like performance by default. This also means ``sys.setrecursionlimit`` no longer needs to be increased for querying large trees. ``transform.Rotation`` has been updated with support for Modified Rodrigues Parameters alongside the existing rotation representations (PR gh-12667). `scipy.spatial.transform.Rotation` has been partially cythonized, with some performance improvements observed `scipy.spatial.distance.cdist` has improved performance with the ``minkowski`` metric, especially for p-norm values of 1 or 2. `scipy.stats` improvements ------------------------------------ New distributions have been added to `scipy.stats`: - The asymmetric Laplace continuous distribution has been added as `scipy.stats.laplace_asymmetric`. - The negative hypergeometric distribution has been added as `scipy.stats.nhypergeom`. - The multivariate t distribution has been added as `scipy.stats.multivariate_t`. - The multivariate hypergeometric distribution has been added as `scipy.stats.multivariate_hypergeom`. The ``fit`` method has been overridden for several distributions (``laplace``, ``pareto``, ``rayleigh``, ``invgauss``, ``logistic``, ``gumbel_l``, ``gumbel_r``); they now use analytical, distribution-specific maximum likelihood estimation results for greater speed and accuracy than the generic (numerical optimization) implementation. The one-sample Cramér-von Mises test has been added as `scipy.stats.cramervonmises`. An option to compute one-sided p-values was added to `scipy.stats.ttest_1samp`, `scipy.stats.ttest_ind_from_stats`, `scipy.stats.ttest_ind` and `scipy.stats.ttest_rel`. The function `scipy.stats.kendalltau` now has an option to compute Kendall's tau-c (also known as Stuart's tau-c), and support has been added for exact p-value calculations for sample sizes ``> 171``. `stats.trapz` was renamed to `stats.trapezoid`, with the former name retained as an alias for backwards compatibility reasons. The function `scipy.stats.linregress` now includes the standard error of the intercept in its return value. The ``_logpdf``, ``_sf``, and ``_isf`` methods have been added to `scipy.stats.nakagami`; ``_sf`` and ``_isf`` methods also added to `scipy.stats.gumbel_r` The ``sf`` method has been added to `scipy.stats.levy` and `scipy.stats.levy_l` for improved precision. `scipy.stats.binned_statistic_dd` performance improvements for the following computed statistics: ``max``, ``min``, ``median``, and ``std``. We gratefully acknowledge the Chan-Zuckerberg Initiative Essential Open Source Software for Science program for supporting many of these improvements to `scipy.stats`. Deprecated features ================ `scipy.spatial` changes ------------------------------- Calling ``KDTree.query`` with ``k=None`` to find all neighbours is deprecated. Use ``KDTree.query_ball_point`` instead. ``distance.wminkowski`` was deprecated; use ``distance.minkowski`` and supply weights with the ``w`` keyword instead. Backwards incompatible changes ========================== `scipy` changes --------------------- Using `scipy.fft` as a function aliasing ``numpy.fft.fft`` was removed after being deprecated in SciPy ``1.4.0``. As a result, the `scipy.fft` submodule must be explicitly imported now, in line with other SciPy subpackages. `scipy.signal` changes ------------------------------- The output of ``decimate``, ``lfilter_zi``, ``lfiltic``, ``sos2tf``, and ``sosfilt_zi`` have been changed to match ``numpy.result_type`` of their inputs. The window function ``slepian`` was removed. It had been deprecated since SciPy ``1.1``. `scipy.spatial` changes ------------------------------- ``cKDTree.query`` now returns 64-bit rather than 32-bit integers on Windows, making behaviour consistent between platforms (PR gh-12673). `scipy.stats` changes ----------------------------- The ``frechet_l`` and ``frechet_r`` distributions were removed. They were deprecated since SciPy ``1.0``. Other changes ============= ``setup_requires`` was removed from ``setup.py``. This means that users invoking ``python setup.py install`` without having numpy already installed will now get an error, rather than having numpy installed for them via ``easy_install``. This install method was always fragile and problematic, users are encouraged to use ``pip`` when installing from source. - Fixed a bug in `scipy.optimize.dual_annealing` ``accept_reject`` calculation that caused uphill jumps to be accepted less frequently. - The time required for (un)pickling of `scipy.stats.rv_continuous`, `scipy.stats.rv_discrete`, and `scipy.stats.rv_frozen` has been significantly reduced (gh12550). Inheriting subclasses should note that ``__setstate__`` no longer calls ``__init__`` upon unpickling. Authors ======= * @endolith * @vkk800 * aditya + * George Bateman + * Christoph Baumgarten * Peter Bell * Tobias Biester + * Keaton J. Burns + * Evgeni Burovski * Rüdiger Busche + * Matthias Bussonnier * Dominic C + * Corallus Caninus + * CJ Carey * Thomas A Caswell * chapochn + * Lucía Cheung * Zach Colbert + * Coloquinte + * Yannick Copin + * Devin Crowley + * Terry Davis + * Michaël Defferrard + * devonwp + * Didier + * divenex + * Thomas Duvernay + * Eoghan O'Connell + * Gökçen Eraslan * Kristian Eschenburg + * Ralf Gommers * Thomas Grainger + * GreatV + * Gregory Gundersen + * h-vetinari + * Matt Haberland * Mark Harfouche + * He He + * Alex Henrie * Chun-Ming Huang + * Martin James McHugh III + * Alex Izvorski + * Joey + * ST John + * Jonas Jonker + * Julius Bier Kirkegaard * Marcin Konowalczyk + * Konrad0 * Sam Van Kooten + * Sergey Koposov + * Peter Mahler Larsen * Eric Larson * Antony Lee * Gregory R. Lee * Loïc Estève * Jean-Luc Margot + * MarkusKoebis + * Nikolay Mayorov * G. D. McBain * Andrew McCluskey + * Nicholas McKibben * Sturla Molden * Denali Molitor + * Eric Moore * Shashaank N + * Prashanth Nadukandi + * nbelakovski + * Andrew Nelson * Nick + * Nikola Forró + * odidev * ofirr + * Sambit Panda * Dima Pasechnik * Tirth Patel + * Matti Picus * Paweł Redzyński + * Vladimir Philipenko + * Philipp Thölke + * Ilhan Polat * Eugene Prilepin + * Vladyslav Rachek * Ram Rachum + * Tyler Reddy * Martin Reinecke + * Simon Segerblom Rex + * Lucas Roberts * Benjamin Rowell + * Eli Rykoff + * Atsushi Sakai * Moritz Schulte + * Daniel B. Smith * Steve Smith + * Jan Soedingrekso + * Victor Stinner + * Jose Storopoli + * Diana Sukhoverkhova + * Søren Fuglede Jørgensen * taoky + * Mike Taves + * Ian Thomas + * Will Tirone + * Frank Torres + * Seth Troisi * Ronald van Elburg + * Hugo van Kemenade * Paul van Mulbregt * Saul Ivan Rivas Vega + * Pauli Virtanen * Jan Vleeshouwers * Samuel Wallan * Warren Weckesser * Ben West + * Eric Wieser * WillTirone + * Levi John Wolf + * Zhiqing Xiao * Rory Yorke + * Yun Wang (Maigo) + * Egor Zemlyanoy + * ZhihuiChen0903 + * Jacob Zhong + A total of 122 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 1.6.0 ------------------------------- * `#1323 https://github.com/scipy/scipy/issues/1323`__: ndimage.shift destroys data from edges (Trac #796) * `#1892 https://github.com/scipy/scipy/issues/1892`__: using rptfile= with an existing file causes a Fortran runtime... * `#1903 https://github.com/scipy/scipy/issues/1903`__: ndimage.rotate misses some values (Trac #1378) * `#1930 https://github.com/scipy/scipy/issues/1930`__: scipy.io.wavfile should be able to read 24 bit signed wave (Trac... * `#3158 https://github.com/scipy/scipy/issues/3158`__: Odd casting behaviour of signal.filtfilt * `#3203 https://github.com/scipy/scipy/issues/3203`__: interpolation.zoom incorrect output for certain cases * `#3645 https://github.com/scipy/scipy/issues/3645`__: BUG: stats: mstats.pearsonr calculation is wrong if the masks... * `#3665 https://github.com/scipy/scipy/issues/3665`__: Return Bunch objects from stats functions * `#4922 https://github.com/scipy/scipy/issues/4922`__: unexpected zero output values from zoom * `#5202 https://github.com/scipy/scipy/issues/5202`__: BUG: stats: Spurious warnings from the pdf method of several... * `#5223 https://github.com/scipy/scipy/issues/5223`__: Zoom does not return the same values when resizing a sub-array... * `#5396 https://github.com/scipy/scipy/issues/5396`__: scipy.spatial.distance.pdist documention bug * `#5489 https://github.com/scipy/scipy/issues/5489`__: ValueError: failed to create intent(cache|hide)|optional array--... * `#6096 https://github.com/scipy/scipy/issues/6096`__: loadmat drops dtype of empty arrays when squeeze_me=True * `#6713 https://github.com/scipy/scipy/issues/6713`__: sicpy.ndimage.zoom returns artefacts and boundaries in some cases * `#7125 https://github.com/scipy/scipy/issues/7125`__: Impossible to know number of dimensions in c function used by... * `#7324 https://github.com/scipy/scipy/issues/7324`__: scipy.ndimage.zoom bad interpolation when downsampling (zoom... * `#8131 https://github.com/scipy/scipy/issues/8131`__: BUG: geometric_transform wrap mode possible bug * `#8163 https://github.com/scipy/scipy/issues/8163`__: LSMR fails on some random values when providing an x0 * `#8210 https://github.com/scipy/scipy/issues/8210`__: Why should I choose order > 1 for scipy.ndimage.zoom? * `#8465 https://github.com/scipy/scipy/issues/8465`__: Unexpected behavior with reflect mode of ndimage.rotate * `#8776 https://github.com/scipy/scipy/issues/8776`__: cdist behavior with Minkowsky and np.inf * `#9168 https://github.com/scipy/scipy/issues/9168`__: documentation of pearson3 in scipy.stats unclear * `#9223 https://github.com/scipy/scipy/issues/9223`__: Faster implementation of scipy.sparse.block_diag * `#9476 https://github.com/scipy/scipy/issues/9476`__: Invalid index in signal.medfilt2d's QUICK_SELECT * `#9857 https://github.com/scipy/scipy/issues/9857`__: scipy.odr.Output.sd_beta is not standard error * `#9865 https://github.com/scipy/scipy/issues/9865`__: Strange behavior of \`ndimage.shift\` and \`ndimage.affine_transform\` * `#10042 https://github.com/scipy/scipy/issues/10042`__: Consider support for multivariate student-t distribution? * `#10134 https://github.com/scipy/scipy/issues/10134`__: gausshyper distribution accepts invalid parameters * `#10179 https://github.com/scipy/scipy/issues/10179`__: str+bytes concatenation error in test_lapack.py * `#10216 https://github.com/scipy/scipy/issues/10216`__: cKDTree.query_ball_point speed regression * `#10463 https://github.com/scipy/scipy/issues/10463`__: ENH: vectorize scipy.fft for more CPU architectures * `#10593 https://github.com/scipy/scipy/issues/10593`__: Rename \`sum\` ndimage function * `#10595 https://github.com/scipy/scipy/issues/10595`__: scipy.stats.ttest_1samp should support alternative hypothesis * `#10610 https://github.com/scipy/scipy/issues/10610`__: ndimage.interpolation.spline_filter1d default value of mode * `#10620 https://github.com/scipy/scipy/issues/10620`__: ndimage.interpolation.zoom() option to work like skimage.transform.resize() * `#10711 https://github.com/scipy/scipy/issues/10711`__: Array Shapes Not Aligned Bug in scipy.optimize._lsq.lsq_linear.py * `#10782 https://github.com/scipy/scipy/issues/10782`__: BUG: optimize: methods unknown to \`scipy.optimize.show_options\` * `#10892 https://github.com/scipy/scipy/issues/10892`__: Possible typo in an equation of optimize/dual_annealing * `#11020 https://github.com/scipy/scipy/issues/11020`__: signal.fftconvolve return a tuple including lag information * `#11093 https://github.com/scipy/scipy/issues/11093`__: scipy.interpolate.interp1d can not handle datetime64 * `#11170 https://github.com/scipy/scipy/issues/11170`__: Use manylinux2014 to get aarch64/ppc64le support * `#11186 https://github.com/scipy/scipy/issues/11186`__: BUG: stats: pearson3 CDF and SF functions incorrect when skew... * `#11366 https://github.com/scipy/scipy/issues/11366`__: DeprecationWarning due to invalid escape sequences * `#11403 https://github.com/scipy/scipy/issues/11403`__: Optimize raises "ValueError: \`x0\` violates bound constraints"... * `#11558 https://github.com/scipy/scipy/issues/11558`__: ENH: IIR comb filter * `#11559 https://github.com/scipy/scipy/issues/11559`__: BUG: iirdesign doesn't fail for frequencies above Nyquist * `#11567 https://github.com/scipy/scipy/issues/11567`__: scipy.signal.iirdesign doesn't check consistency of wp and ws... * `#11654 https://github.com/scipy/scipy/issues/11654`__: ENH: Add Negative Hypergeometric Distribution * `#11720 https://github.com/scipy/scipy/issues/11720`__: BUG: stats: wrong shape from median_absolute_deviation for arrays... * `#11746 https://github.com/scipy/scipy/issues/11746`__: BUG: stats: pearson3 returns size 1 arrays where other distributions... * `#11756 https://github.com/scipy/scipy/issues/11756`__: Improve and fix \*Spline docstrings and code * `#11758 https://github.com/scipy/scipy/issues/11758`__: BUG: of scipy.interpolate.CubicSpline when \`bc_type' is set... * `#11925 https://github.com/scipy/scipy/issues/11925`__: MAINT: remove character encoding check in CI? * `#11963 https://github.com/scipy/scipy/issues/11963`__: Test failures - TestLinprogIPSparseCholmod * `#12102 https://github.com/scipy/scipy/issues/12102`__: incorrect first moment of non central t-distribution * `#12113 https://github.com/scipy/scipy/issues/12113`__: scipy.stats.poisson docs for rate = 0 * `#12152 https://github.com/scipy/scipy/issues/12152`__: ENH: signal.gauss_spline should accept a list * `#12157 https://github.com/scipy/scipy/issues/12157`__: BUG: Iteration index initialisation is wrong in scipy.optimize.linesearch.scalar_search_wolfe2 * `#12162 https://github.com/scipy/scipy/issues/12162`__: Storing Rotation object in NumPy array returns an array with... * `#12176 https://github.com/scipy/scipy/issues/12176`__: cannot modify the slice of an array returned by \`wavfile.read\` * `#12190 https://github.com/scipy/scipy/issues/12190`__: retrieve leave colors from dendrogram * `#12196 https://github.com/scipy/scipy/issues/12196`__: PERF: scipy.linalg.pinv is very slow compared to numpy.linalg.pinv * `#12222 https://github.com/scipy/scipy/issues/12222`__: Interpolating categorical data (interp1d) * `#12231 https://github.com/scipy/scipy/issues/12231`__: Is the p-value of the Kruskal-Wallis test two-sided? * `#12249 https://github.com/scipy/scipy/issues/12249`__: ENH: least_squares: should not re-instanciate csr_matrix if already... * `#12264 https://github.com/scipy/scipy/issues/12264`__: DOC: optimize: linprog method-specific function signature * `#12290 https://github.com/scipy/scipy/issues/12290`__: DOC: Convex Hull areas are actually perimeters for 2-dimensional... * `#12308 https://github.com/scipy/scipy/issues/12308`__: integrate.solve_ivp with DOP853 method fails when yDot = 0 * `#12326 https://github.com/scipy/scipy/issues/12326`__: BUG: stats.exponnorm.pdf returns 0 for small K * `#12337 https://github.com/scipy/scipy/issues/12337`__: scipy.sparse.linalg.eigsh documentation is misleading * `#12339 https://github.com/scipy/scipy/issues/12339`__: scipy.io.wavfile.write documentation has wrong example * `#12340 https://github.com/scipy/scipy/issues/12340`__: sparse.lil_matrix.tocsr() fails silently on matrices with nzn... * `#12350 https://github.com/scipy/scipy/issues/12350`__: Create a 2-parameter version of the gamma distribution * `#12369 https://github.com/scipy/scipy/issues/12369`__: scipy.signal.correlate has an error in the documentation, examples... * `#12373 https://github.com/scipy/scipy/issues/12373`__: interp1d returns incorrect values for step functions * `#12378 https://github.com/scipy/scipy/issues/12378`__: interpolate.NearestNDInterpolator.__call__ & LinearNDInterpolator.__call__... * `#12411 https://github.com/scipy/scipy/issues/12411`__: scipy.stats.spearmanr mishandles nan variables with "propogate" * `#12413 https://github.com/scipy/scipy/issues/12413`__: DOC: Remove the "Basic functions" section from the SciPy tutorial. * `#12415 https://github.com/scipy/scipy/issues/12415`__: scipy.stats.dirichlet documentation issue * `#12419 https://github.com/scipy/scipy/issues/12419`__: least_squares ValueError with 'lm' method - regression from 1.4.1... * `#12431 https://github.com/scipy/scipy/issues/12431`__: Request for Python wrapper for LAPACK's ?pptrf (Cholesky factorization... * `#12458 https://github.com/scipy/scipy/issues/12458`__: spearmanr with entire NaN columns produces errors * `#12477 https://github.com/scipy/scipy/issues/12477`__: WIP: Addition of MLE for stats.invgauss/wald * `#12483 https://github.com/scipy/scipy/issues/12483`__: reading .wav fails when the file is too big on python 3.6.0 * `#12490 https://github.com/scipy/scipy/issues/12490`__: BUG: stats: logistic and genlogistic logpdf overflow for large... * `#12499 https://github.com/scipy/scipy/issues/12499`__: LinearNDInterpolator raises ValueError when value array has writeable=False... * `#12523 https://github.com/scipy/scipy/issues/12523`__: Wrong key in __odrpack.c * `#12547 https://github.com/scipy/scipy/issues/12547`__: typo in scipy/cluster/_hierarchy.pyx * `#12549 https://github.com/scipy/scipy/issues/12549`__: DOC: least_squares return type is poorly formatted. * `#12578 https://github.com/scipy/scipy/issues/12578`__: TST: test_bounds_infeasible_2 failing on wheels repo cron jobs * `#12585 https://github.com/scipy/scipy/issues/12585`__: ENH: Add Multivariate Hypergeometric Distribution * `#12604 https://github.com/scipy/scipy/issues/12604`__: unintuitive conversion in \`scipy.constants.lambda2nu\` * `#12606 https://github.com/scipy/scipy/issues/12606`__: DOC: Invalid syntax in example. * `#12665 https://github.com/scipy/scipy/issues/12665`__: List of possible bugs found by automated code analysis * `#12696 https://github.com/scipy/scipy/issues/12696`__: scipy.optimize.fminbound, numpy depreciation warning Creating... * `#12699 https://github.com/scipy/scipy/issues/12699`__: TestProjections.test_iterative_refinements_dense failure * `#12701 https://github.com/scipy/scipy/issues/12701`__: TestDifferentialEvolutionSolver::test_L4 failing * `#12719 https://github.com/scipy/scipy/issues/12719`__: Misleading scipy.signal.get_window() docstring with 'exponential'... * `#12740 https://github.com/scipy/scipy/issues/12740`__: circstd doesn't handle R = hypot(S, C) > 1 * `#12749 https://github.com/scipy/scipy/issues/12749`__: ENH: interp1d Matlab compatibility * `#12773 https://github.com/scipy/scipy/issues/12773`__: Meta-issue: ndimage spline boundary handling (NumFOCUS proposal) * `#12813 https://github.com/scipy/scipy/issues/12813`__: optimize.root(method="krylov") fails if options["tol_norm"] expects... * `#12815 https://github.com/scipy/scipy/issues/12815`__: stats.zscore inconsistent behavior when all values are the same * `#12840 https://github.com/scipy/scipy/issues/12840`__: scipy.signal.windows.dpss docstring typo * `#12874 https://github.com/scipy/scipy/issues/12874`__: Rotation.random vs stats.special_ortho_group * `#12881 https://github.com/scipy/scipy/issues/12881`__: FFT - documentation - examples - linspace construction * `#12904 https://github.com/scipy/scipy/issues/12904`__: BUG: parsing in loadarff() * `#12917 https://github.com/scipy/scipy/issues/12917`__: GitHub Actions nightly build triggered on forks * `#12919 https://github.com/scipy/scipy/issues/12919`__: BUG: numerical precision, use gammaln in nct.mean * `#12924 https://github.com/scipy/scipy/issues/12924`__: Rename Sample Based Integration Methods to Comply with Code of... * `#12940 https://github.com/scipy/scipy/issues/12940`__: Should the minimum numpy for AIX be bumped to 1.16.5 * `#12951 https://github.com/scipy/scipy/issues/12951`__: A possible typo in scipy.stats.weightedtau * `#12952 https://github.com/scipy/scipy/issues/12952`__: [Documentation question] Would it be more precise to specify... * `#12970 https://github.com/scipy/scipy/issues/12970`__: Documentation presents second order sections as the correct choice... * `#12982 https://github.com/scipy/scipy/issues/12982`__: Calculate standard error of the intercept in linregress * `#12985 https://github.com/scipy/scipy/issues/12985`__: Possible wrong link in scipy.stats.wilcoxon doc * `#12991 https://github.com/scipy/scipy/issues/12991`__: least_squares broken with float32 * `#13001 https://github.com/scipy/scipy/issues/13001`__: \`OptimizeResult.message\` from \`L-BFGS-B\` is a bytes, not... * `#13030 https://github.com/scipy/scipy/issues/13030`__: BUG: lint_diff.py still fails for backport PRs * `#13077 https://github.com/scipy/scipy/issues/13077`__: CI: codecov proper patch diffs * `#13085 https://github.com/scipy/scipy/issues/13085`__: Build failing on main branch after HiGHS solver merge * `#13088 https://github.com/scipy/scipy/issues/13088`__: BLD, BUG: wheel builds failure with HiGHS/optimize * `#13099 https://github.com/scipy/scipy/issues/13099`__: Wrong output format for empty sparse results of kron * `#13108 https://github.com/scipy/scipy/issues/13108`__: TST, CI: GitHub Actions MacOS Failures * `#13111 https://github.com/scipy/scipy/issues/13111`__: BUG, DOC: refguide check is failing * `#13127 https://github.com/scipy/scipy/issues/13127`__: ODR output file writing broken in conda env with system compilers * `#13134 https://github.com/scipy/scipy/issues/13134`__: FromTravis migration tracker * `#13140 https://github.com/scipy/scipy/issues/13140`__: BUG: signal: \`ss2tf\` incorrectly truncates output to integers. * `#13179 https://github.com/scipy/scipy/issues/13179`__: CI: lint is failing because of output to stderr * `#13182 https://github.com/scipy/scipy/issues/13182`__: Key appears twice in \`test_optimize.test_show_options\` * `#13191 https://github.com/scipy/scipy/issues/13191`__: \`scipy.linalg.lapack.dgesjv\` overwrites original arrays if... * `#13207 https://github.com/scipy/scipy/issues/13207`__: TST: Erratic test failure in test_cossin_separate * `#13221 https://github.com/scipy/scipy/issues/13221`__: BUG: pavement.py glitch * `#13239 https://github.com/scipy/scipy/issues/13239`__: Segmentation fault with \`eigh(..., driver="evx")\` for 10x10... * `#13248 https://github.com/scipy/scipy/issues/13248`__: ndimage: improper cval handling for complex-valued inputs Pull requests for 1.6.0 ------------------------------ * `#8032 https://github.com/scipy/scipy/pull/8032`__: ENH: Add in taylor window common in Radar processing * `#8779 https://github.com/scipy/scipy/pull/8779`__: CI: Run benchmarks * `#9361 https://github.com/scipy/scipy/pull/9361`__: ENH: Add Kendall's tau-a and tau-c variants to scipy.stats.kendalltau() * `#11068 https://github.com/scipy/scipy/pull/11068`__: ENH: Adds correlation_lags function to scipy.signal * `#11119 https://github.com/scipy/scipy/pull/11119`__: ENH: add Cramer-von-Mises (one-sample) test to scipy.stats * `#11249 https://github.com/scipy/scipy/pull/11249`__: ENH: optimize: interpolative decomposition redundancy removal... * `#11346 https://github.com/scipy/scipy/pull/11346`__: ENH: add fast toeplitz matrix multiplication using FFT * `#11413 https://github.com/scipy/scipy/pull/11413`__: ENH: Multivariate t-distribution (stale) * `#11563 https://github.com/scipy/scipy/pull/11563`__: ENH: exact p-value in stats.kendalltau() for sample sizes > 171 * `#11691 https://github.com/scipy/scipy/pull/11691`__: ENH: add a stack of reversal functions to linprog * `#12043 https://github.com/scipy/scipy/pull/12043`__: ENH: optimize: add HiGHS methods to linprog - continued * `#12061 https://github.com/scipy/scipy/pull/12061`__: Check parameter consistensy in signal.iirdesign * `#12067 https://github.com/scipy/scipy/pull/12067`__: MAINT: Cleanup OLDAPI in ndimage/src/_ctest.c * `#12069 https://github.com/scipy/scipy/pull/12069`__: DOC: Add developer guidelines for implementing the nan_policy... * `#12077 https://github.com/scipy/scipy/pull/12077`__: MAINT: malloc return value checks for cython * `#12080 https://github.com/scipy/scipy/pull/12080`__: MAINT: Remove suppress_warnings * `#12085 https://github.com/scipy/scipy/pull/12085`__: ENH: special: support ILP64 Lapack * `#12086 https://github.com/scipy/scipy/pull/12086`__: MAINT: Cleanup PyMODINIT_FUNC used during 2to3 * `#12097 https://github.com/scipy/scipy/pull/12097`__: ENH: stats: override stats.rayleigh.fit with analytical MLE * `#12112 https://github.com/scipy/scipy/pull/12112`__: DOC: Improve integrate.nquad docstring * `#12125 https://github.com/scipy/scipy/pull/12125`__: TST: Add a test for stats.gmean with negative input * `#12139 https://github.com/scipy/scipy/pull/12139`__: TST: Reduce flakiness in lsmr test * `#12142 https://github.com/scipy/scipy/pull/12142`__: DOC: add a note in poisson distribution when mu=0 and k=0 in... * `#12144 https://github.com/scipy/scipy/pull/12144`__: DOC: Update ndimage.morphology.distance_transform\* * `#12154 https://github.com/scipy/scipy/pull/12154`__: ENH: scipy.signal: allow lists in gauss_spline * `#12170 https://github.com/scipy/scipy/pull/12170`__: ENH: scipy.stats: add negative hypergeometric distribution * `#12177 https://github.com/scipy/scipy/pull/12177`__: MAINT: Correctly add input line to ValueError * `#12183 https://github.com/scipy/scipy/pull/12183`__: ENH: Use fromfile where possible * `#12186 https://github.com/scipy/scipy/pull/12186`__: MAINT: generalize tests in SphericalVoronoi * `#12198 https://github.com/scipy/scipy/pull/12198`__: TST: Fix str + bytes error * `#12199 https://github.com/scipy/scipy/pull/12199`__: ENH: match np.result_type behaviour in some scipy.signal functions * `#12200 https://github.com/scipy/scipy/pull/12200`__: ENH: add FIR and IIR gammatone filters to scipy.signal * `#12204 https://github.com/scipy/scipy/pull/12204`__: ENH: Add overwrite argument for odr.ODR() and its test. * `#12206 https://github.com/scipy/scipy/pull/12206`__: MAINT:lstsq: Switch to tranposed problem if the array is tall * `#12208 https://github.com/scipy/scipy/pull/12208`__: wavfile bugfixes and maintenance * `#12214 https://github.com/scipy/scipy/pull/12214`__: DOC: fix docstring of "sd_beta" of odr.Output. * `#12234 https://github.com/scipy/scipy/pull/12234`__: MAINT: prevent divide by zero warnings in scipy.optimize BFGS... * `#12235 https://github.com/scipy/scipy/pull/12235`__: REL: set version to 1.6.0.dev0 * `#12237 https://github.com/scipy/scipy/pull/12237`__: BUG: Fix exit condition for QUICK_SELECT pivot * `#12242 https://github.com/scipy/scipy/pull/12242`__: ENH: Rename ndimage.sum to ndimage.sum_labels (keep sum as alias) * `#12243 https://github.com/scipy/scipy/pull/12243`__: EHN: Update SuperLU * `#12244 https://github.com/scipy/scipy/pull/12244`__: MAINT: stats: avoid spurious warnings in ncx2.pdf * `#12245 https://github.com/scipy/scipy/pull/12245`__: DOC: Fixed incorrect default for mode in scipy.ndimage.spline_filter1d * `#12248 https://github.com/scipy/scipy/pull/12248`__: MAINT: clean up pavement.py * `#12250 https://github.com/scipy/scipy/pull/12250`__: ENH: Replaced csr_matrix() by tocsr() and complemented docstring * `#12253 https://github.com/scipy/scipy/pull/12253`__: TST, CI: turn on codecov patch diffs * `#12259 https://github.com/scipy/scipy/pull/12259`__: MAINT: Remove duplicated test for import cycles * `#12263 https://github.com/scipy/scipy/pull/12263`__: ENH: Rename LocalSearchWrapper bounds * `#12265 https://github.com/scipy/scipy/pull/12265`__: BUG optimize: Accept np.matrix in lsq_linear * `#12266 https://github.com/scipy/scipy/pull/12266`__: BUG: Fix paren error in dual annealing accept_reject calculation * `#12269 https://github.com/scipy/scipy/pull/12269`__: MAINT: Included mismatched shapes in error messages. * `#12279 https://github.com/scipy/scipy/pull/12279`__: MAINT: \`__array__\` and array protocols cannot be used in sparse. * `#12281 https://github.com/scipy/scipy/pull/12281`__: DOC: update wheel DL docs * `#12283 https://github.com/scipy/scipy/pull/12283`__: ENH: odr: ILP64 Blas support in ODR * `#12284 https://github.com/scipy/scipy/pull/12284`__: ENH: linalg: support for ILP64 BLAS/LAPACK in f2py wrappers * `#12286 https://github.com/scipy/scipy/pull/12286`__: ENH: Cythonize scipy.spatial.transform.Rotation * `#12287 https://github.com/scipy/scipy/pull/12287`__: ENH: Read arbitrary bit depth (including 24-bit) WAVs * `#12292 https://github.com/scipy/scipy/pull/12292`__: BLD: fix musl compilation * `#12293 https://github.com/scipy/scipy/pull/12293`__: MAINT: Fix a DeprecationWarning in validate_runtests_log.py. * `#12296 https://github.com/scipy/scipy/pull/12296`__: DOC: Clarify area/volume in scipy.spatial.ConvexHull docstrings * `#12302 https://github.com/scipy/scipy/pull/12302`__: CI: Run travis builds on master to keep cache up to date * `#12305 https://github.com/scipy/scipy/pull/12305`__: TST: Cleanup print statements in tests * `#12323 https://github.com/scipy/scipy/pull/12323`__: ENH: Add a Bunch-like class to use as a backwards compatible... * `#12324 https://github.com/scipy/scipy/pull/12324`__: BUG: io: Fix an error that occurs when attempting to raise a... * `#12327 https://github.com/scipy/scipy/pull/12327`__: DOC: clarify docstrings of \`query_ball_tree\` and \`query_pairs\` * `#12334 https://github.com/scipy/scipy/pull/12334`__: PERF: Improve cKDTree.query_ball_point constant time cython overhead * `#12338 https://github.com/scipy/scipy/pull/12338`__: DOC: improve consistency and clarity of docs in linalg and sparse/linalg * `#12341 https://github.com/scipy/scipy/pull/12341`__: DOC: add Examples for KDTree query_ball_tree and query_pairs * `#12343 https://github.com/scipy/scipy/pull/12343`__: DOC: add examples for special.eval_legendre() * `#12349 https://github.com/scipy/scipy/pull/12349`__: BUG: avoid overflow in sum() for 32-bit systems * `#12351 https://github.com/scipy/scipy/pull/12351`__: DOC: Fix example wavfile to be 16bit * `#12352 https://github.com/scipy/scipy/pull/12352`__: [BUG] Consider 0/0 division in DOP853 error estimation * `#12353 https://github.com/scipy/scipy/pull/12353`__: Fix exception causes in vq.py * `#12354 https://github.com/scipy/scipy/pull/12354`__: MAINT: Cleanup unneeded void\* cast in setlist.pxd * `#12355 https://github.com/scipy/scipy/pull/12355`__: TST: Remove hack for old win-amd64 bug * `#12356 https://github.com/scipy/scipy/pull/12356`__: ENH: Faster implementation of scipy.sparse.block_diag (#9411... * `#12357 https://github.com/scipy/scipy/pull/12357`__: MAINT,TST: update and run scipy/special/utils/convert.py * `#12358 https://github.com/scipy/scipy/pull/12358`__: TST: Check mstat.skewtest pvalue * `#12359 https://github.com/scipy/scipy/pull/12359`__: TST: Sparse matrix test with int64 indptr and indices * `#12363 https://github.com/scipy/scipy/pull/12363`__: DOC: ref. in CloughTocher2DInterpolator * `#12364 https://github.com/scipy/scipy/pull/12364`__: DOC: \`sparse_distance_matrix\` and \`count_neighbors\` examples * `#12371 https://github.com/scipy/scipy/pull/12371`__: MAINT, CI: bump to latest stable OpenBLAS * `#12372 https://github.com/scipy/scipy/pull/12372`__: MAINT: Minor cleanup of (c)KDTree tests * `#12374 https://github.com/scipy/scipy/pull/12374`__: DEP: Deprecate \`distance.wminkowski\` * `#12375 https://github.com/scipy/scipy/pull/12375`__: ENH: Add fast path for minkowski distance with p=1,2 and support... * `#12376 https://github.com/scipy/scipy/pull/12376`__: Fix exception causes in most of the codebase * `#12377 https://github.com/scipy/scipy/pull/12377`__: DOC: Quick fix - adds newline to correlation_lags docstring Examples... * `#12381 https://github.com/scipy/scipy/pull/12381`__: BENCH: remove obsolete goal_time param * `#12382 https://github.com/scipy/scipy/pull/12382`__: ENH: Replace KDTree with a thin wrapper over cKDTree * `#12385 https://github.com/scipy/scipy/pull/12385`__: DOC: improve docstrings of interpolate.NearestNDInterpolator.__call__... * `#12387 https://github.com/scipy/scipy/pull/12387`__: DOC/STY: add example to scipy.signal.correlate * `#12393 https://github.com/scipy/scipy/pull/12393`__: CI: Replace the existing check for non-ASCII characters with... * `#12394 https://github.com/scipy/scipy/pull/12394`__: CI: arm64 numpy now available * `#12395 https://github.com/scipy/scipy/pull/12395`__: ENH: improve stats.binned_statistic_dd performance * `#12396 https://github.com/scipy/scipy/pull/12396`__: DOC, MAINT: forward port 1.5.0 relnotes * `#12398 https://github.com/scipy/scipy/pull/12398`__: API: Disable len() and indexing of Rotation instances with single... * `#12399 https://github.com/scipy/scipy/pull/12399`__: MAINT: Replace some Unicode dash-like chars with an ASCII hyphen. * `#12402 https://github.com/scipy/scipy/pull/12402`__: update .mailmap * `#12404 https://github.com/scipy/scipy/pull/12404`__: MAINT: io: Change the encoding comment of test_mio.py to utf-8. * `#12416 https://github.com/scipy/scipy/pull/12416`__: CI: cache mingw, azure pipelines * `#12427 https://github.com/scipy/scipy/pull/12427`__: BUG: logic error in loop unrolling (cKDTree) * `#12432 https://github.com/scipy/scipy/pull/12432`__: DOC: Remove the "Basic functions" section from the SciPy tutorial. * `#12434 https://github.com/scipy/scipy/pull/12434`__: ENH:linalg: Add LAPACK wrappers pptrf/pptrs/ppsv/pptri/ppcon * `#12435 https://github.com/scipy/scipy/pull/12435`__: DOC: fix simplex math for scipy.stats.dirichlet documentation * `#12439 https://github.com/scipy/scipy/pull/12439`__: DOC: add API methods summary for NdPPoly * `#12443 https://github.com/scipy/scipy/pull/12443`__: BUG: stats: Improve calculation of exponnorm.pdf * `#12448 https://github.com/scipy/scipy/pull/12448`__: DOC: stats: Add "Examples" to the ansari docstring. * `#12450 https://github.com/scipy/scipy/pull/12450`__: ENH: add \`leaves_color_list\` for cluster.dendrogram dictionary. * `#12451 https://github.com/scipy/scipy/pull/12451`__: MAINT: remove "blacklist" terminology from code base * `#12452 https://github.com/scipy/scipy/pull/12452`__: DOC: clarify the meaning of whitening for cluster.vq.whiten() * `#12455 https://github.com/scipy/scipy/pull/12455`__: MAINT: clearer error message in setup.py * `#12457 https://github.com/scipy/scipy/pull/12457`__: ENH: stats: override stats.pareto.fit with analytical MLE * `#12460 https://github.com/scipy/scipy/pull/12460`__: check if column in spearman rho is entirely NaN or Inf * `#12463 https://github.com/scipy/scipy/pull/12463`__: DOC: improve and clean up \*Spline docstrings in fitpack2.py * `#12474 https://github.com/scipy/scipy/pull/12474`__: ENH: linalg: speedup _sqrtm_triu by moving tight loop to Cython * `#12476 https://github.com/scipy/scipy/pull/12476`__: ENH: add IIR comb filter to scipy.signal * `#12484 https://github.com/scipy/scipy/pull/12484`__: Fix documentation for minimize * `#12486 https://github.com/scipy/scipy/pull/12486`__: DOC: add a note in poisson distribution when mu=0 and k=0 in... * `#12491 https://github.com/scipy/scipy/pull/12491`__: MAINT: forward port 1.5.1 release notes * `#12508 https://github.com/scipy/scipy/pull/12508`__: Fix exception causes all over the codebase * `#12514 https://github.com/scipy/scipy/pull/12514`__: ENH: stats: override stats.invgauss.fit with analytical MLE * `#12519 https://github.com/scipy/scipy/pull/12519`__: PERF: Avoid np.zeros when custom initialization is needed anyway * `#12520 https://github.com/scipy/scipy/pull/12520`__: DOC: Minor RST section renaming. * `#12521 https://github.com/scipy/scipy/pull/12521`__: MAINT: Remove unused imports * `#12522 https://github.com/scipy/scipy/pull/12522`__: PERF: Get rid of unnececssary allocation in VarReader5.cread_fieldnames * `#12524 https://github.com/scipy/scipy/pull/12524`__: DOC: special: Set Axes3D rect to avoid clipping labels in plot. * `#12525 https://github.com/scipy/scipy/pull/12525`__: Fix large sparse nnz * `#12526 https://github.com/scipy/scipy/pull/12526`__: DOC: Remove double section and too long header underline. * `#12527 https://github.com/scipy/scipy/pull/12527`__: Improve error message for wrong interpolation type * `#12530 https://github.com/scipy/scipy/pull/12530`__: Move redundant logic outside loop for conditional speedup in... * `#12532 https://github.com/scipy/scipy/pull/12532`__: ENH: Add norm={"forward", "backward"} to \`scipy.fft\` * `#12535 https://github.com/scipy/scipy/pull/12535`__: MAINT: Avoid sphinx deprecated aliases for SeeAlso and Only * `#12540 https://github.com/scipy/scipy/pull/12540`__: BUG: fix odr.output.work_ind key bug and add its test. * `#12541 https://github.com/scipy/scipy/pull/12541`__: ENH: add solver for minimum weight full bipartite matching * `#12550 https://github.com/scipy/scipy/pull/12550`__: PERF: pickling speed of rv\* * `#12551 https://github.com/scipy/scipy/pull/12551`__: DOC: fix typo in cluster/_hierarchy.pyx * `#12552 https://github.com/scipy/scipy/pull/12552`__: CI: Cleanup travis pip installs * `#12556 https://github.com/scipy/scipy/pull/12556`__: BUG: Fix problem with Scipy.integrate.solve_bvp for big problems * `#12557 https://github.com/scipy/scipy/pull/12557`__: MAINT: Use extern templates to improve sparsetools compile time * `#12558 https://github.com/scipy/scipy/pull/12558`__: MAINT: Remove hack to allow scipy.fft to act like a function * `#12563 https://github.com/scipy/scipy/pull/12563`__: MAINT: Remove unused mu0 in special/orthogonal.py * `#12564 https://github.com/scipy/scipy/pull/12564`__: DOC: fix return type docstring for least_squares * `#12565 https://github.com/scipy/scipy/pull/12565`__: DOC: stats: respond to query about Kruskal-Wallis test being... * `#12566 https://github.com/scipy/scipy/pull/12566`__: BUG: Interpolate: use stable sort * `#12568 https://github.com/scipy/scipy/pull/12568`__: Updated documentation for as_quat * `#12571 https://github.com/scipy/scipy/pull/12571`__: DEP: remove deprecated slepian window * `#12573 https://github.com/scipy/scipy/pull/12573`__: DEP: remove \`frechet_l\` and \`frechet_r\` * `#12575 https://github.com/scipy/scipy/pull/12575`__: BUG: stats: fix multinomial.pmf NaNs when params sum > 1 * `#12576 https://github.com/scipy/scipy/pull/12576`__: MAINT: remove warning from LSQSphereBivariateSpline * `#12582 https://github.com/scipy/scipy/pull/12582`__: ENH: Multivariate t-distribution * `#12587 https://github.com/scipy/scipy/pull/12587`__: ENH: speed up rvs of gengamma in scipy.stats * `#12588 https://github.com/scipy/scipy/pull/12588`__: DOC: add Examples add see also sections for LinearNDInterpolator,... * `#12597 https://github.com/scipy/scipy/pull/12597`__: ENH: Add single-sided p-values to t-tests * `#12599 https://github.com/scipy/scipy/pull/12599`__: Small update to scipy FFT tutorial * `#12600 https://github.com/scipy/scipy/pull/12600`__: ENH: disjoint set data structure * `#12602 https://github.com/scipy/scipy/pull/12602`__: BUG: add const for Read-only views in interpnd.pyx * `#12605 https://github.com/scipy/scipy/pull/12605`__: BUG: correct \`np.asanyarray\` use in \`scipy.constants.lambda2nu\` * `#12610 https://github.com/scipy/scipy/pull/12610`__: MAINT: forward port 1.5.2 release notes * `#12612 https://github.com/scipy/scipy/pull/12612`__: MAINT: stats: Use explicit keyword parameters instead of \`\*\*kwds\`. * `#12616 https://github.com/scipy/scipy/pull/12616`__: DOC: make explicit docstring that interpolate.interp1d only accepts... * `#12618 https://github.com/scipy/scipy/pull/12618`__: DOC: Minor doc formatting. * `#12640 https://github.com/scipy/scipy/pull/12640`__: MAINT: stats: fix issues with scipy.stats.pearson3 docs, moment,... * `#12647 https://github.com/scipy/scipy/pull/12647`__: TST: Add Boost ellipr[cdfgj]_data test data * `#12648 https://github.com/scipy/scipy/pull/12648`__: DOC: Update special/utils/README with instructions * `#12649 https://github.com/scipy/scipy/pull/12649`__: DOC: simplified pip quickstart guide * `#12650 https://github.com/scipy/scipy/pull/12650`__: DOC: stats: Fix boxcox docstring: lambda can be negative. * `#12655 https://github.com/scipy/scipy/pull/12655`__: DOC: update Steering Council members listed in governance docs * `#12659 https://github.com/scipy/scipy/pull/12659`__: rv_sample expect bug * `#12663 https://github.com/scipy/scipy/pull/12663`__: DOC: optimize: try to fix linprog method-specific documentation * `#12664 https://github.com/scipy/scipy/pull/12664`__: BUG: stats: Fix logpdf with large negative values for logistic... * `#12666 https://github.com/scipy/scipy/pull/12666`__: MAINT: Fixes from static analysis * `#12667 https://github.com/scipy/scipy/pull/12667`__: ENH: Adding Modified Rodrigues Parameters to the Rotation class * `#12670 https://github.com/scipy/scipy/pull/12670`__: DOC: Update documentation for Gamma distribution * `#12673 https://github.com/scipy/scipy/pull/12673`__: API: Unconditionally return np.intp from cKDTree.query * `#12677 https://github.com/scipy/scipy/pull/12677`__: MAINT: Add Autogenerated notice to ufuncs.pyi * `#12682 https://github.com/scipy/scipy/pull/12682`__: MAINT: Remove _util._valarray * `#12688 https://github.com/scipy/scipy/pull/12688`__: MAINT: add f2py-generated scipy.integrate files to .gitignore * `#12689 https://github.com/scipy/scipy/pull/12689`__: BENCH: simplify benchmark setup, remove benchmarks/run.py * `#12694 https://github.com/scipy/scipy/pull/12694`__: scipy/stats: Add laplace_asymmetric continuous distribution * `#12695 https://github.com/scipy/scipy/pull/12695`__: DOC: update Ubuntu quickstart; conda compilers now work! * `#12698 https://github.com/scipy/scipy/pull/12698`__: MAINT: Replace np.max with np.maximum * `#12700 https://github.com/scipy/scipy/pull/12700`__: TST: bump test precision for constrained trustregion test * `#12702 https://github.com/scipy/scipy/pull/12702`__: TST: bump test tolerance for \`DifferentialEvolutionSolver.test_L4\` * `#12703 https://github.com/scipy/scipy/pull/12703`__: BUG: Improve input validation for sepfir2d * `#12708 https://github.com/scipy/scipy/pull/12708`__: MAINT: fix a typo in scipy.sparse * `#12709 https://github.com/scipy/scipy/pull/12709`__: BUG: bvls can fail catastrophically to converge * `#12711 https://github.com/scipy/scipy/pull/12711`__: MAINT: Use platform.python_implementation to determine IS_PYPY * `#12713 https://github.com/scipy/scipy/pull/12713`__: TST: Fix flaky test_lgmres * `#12716 https://github.com/scipy/scipy/pull/12716`__: DOC: add examples and tutorial links for interpolate functions... * `#12717 https://github.com/scipy/scipy/pull/12717`__: DOC: Fix Issue #5396 * `#12725 https://github.com/scipy/scipy/pull/12725`__: ENH: Support complex-valued images and kernels for many ndimage... * `#12729 https://github.com/scipy/scipy/pull/12729`__: DEP: remove setup_requires * `#12732 https://github.com/scipy/scipy/pull/12732`__: BENCH: skip benchmarks instead of hiding them when SCIPY_XSLOW=0 * `#12734 https://github.com/scipy/scipy/pull/12734`__: CI: Don't ignore line-length in the lint_diff check. * `#12736 https://github.com/scipy/scipy/pull/12736`__: DOC: Fix signal.windows.get_window() 'exponential' docstring * `#12737 https://github.com/scipy/scipy/pull/12737`__: ENH: stats: override stats.gumbel_r.fit and stats.gumbel_l.fit... * `#12738 https://github.com/scipy/scipy/pull/12738`__: ENH: stats: override stats.logistic.fit with system of equations... * `#12743 https://github.com/scipy/scipy/pull/12743`__: BUG: Avoid negative variances in circular statistics * `#12744 https://github.com/scipy/scipy/pull/12744`__: Prevent build error on GNU/Hurd * `#12746 https://github.com/scipy/scipy/pull/12746`__: TST: parameterize the test cases in test_ndimage.py * `#12752 https://github.com/scipy/scipy/pull/12752`__: DOC: Add examples for some root finding functions. * `#12754 https://github.com/scipy/scipy/pull/12754`__: MAINT, CI: Azure windows deps multiline * `#12756 https://github.com/scipy/scipy/pull/12756`__: ENH: stats: Add an sf method to levy for improved precision in... * `#12757 https://github.com/scipy/scipy/pull/12757`__: ENH: stats: Add an sf method to levy_l for improved precision. * `#12765 https://github.com/scipy/scipy/pull/12765`__: TST, MAINT: infeasible_2 context * `#12767 https://github.com/scipy/scipy/pull/12767`__: Fix spline interpolation boundary handling for modes reflect... * `#12769 https://github.com/scipy/scipy/pull/12769`__: DOC: syntax error in scipy.interpolate.bspl * `#12770 https://github.com/scipy/scipy/pull/12770`__: ENH: add nearest-up rounding to scipy.interpolate.interp1d * `#12771 https://github.com/scipy/scipy/pull/12771`__: TST: fix invalid input unit test for scipy.signal.gammatone * `#12775 https://github.com/scipy/scipy/pull/12775`__: ENH: Adds quadratic_assignment with two methods * `#12776 https://github.com/scipy/scipy/pull/12776`__: ENH: add grid-constant boundary handling in ndimage interpolation... * `#12777 https://github.com/scipy/scipy/pull/12777`__: Add Taylor Window function - Common in Radar DSP * `#12779 https://github.com/scipy/scipy/pull/12779`__: ENH: Improvements to pocketfft thread pool and ARM neon vectorization * `#12788 https://github.com/scipy/scipy/pull/12788`__: API: Rename cKDTree n_jobs argument to workers * `#12792 https://github.com/scipy/scipy/pull/12792`__: DOC: remove THANKS.txt file in favor of scipy.org * `#12793 https://github.com/scipy/scipy/pull/12793`__: Add new flag to authors tool * `#12802 https://github.com/scipy/scipy/pull/12802`__: BENCH: add scipy.ndimage.interpolation benchmarks * `#12803 https://github.com/scipy/scipy/pull/12803`__: Do not pin the version of numpy in unsupported python versions * `#12810 https://github.com/scipy/scipy/pull/12810`__: CI: fix 32-bit Linux build failure on Azure CI runs * `#12812 https://github.com/scipy/scipy/pull/12812`__: ENH: support interpolation of complex-valued images * `#12814 https://github.com/scipy/scipy/pull/12814`__: BUG: nonlin_solve shouldn't pass non-vector dx to tol_norm * `#12818 https://github.com/scipy/scipy/pull/12818`__: Update ckdtree.pyx * `#12822 https://github.com/scipy/scipy/pull/12822`__: MAINT: simplify directed_hausdorff * `#12827 https://github.com/scipy/scipy/pull/12827`__: DOC: Fix wrong name w being used instead of worN in docs. * `#12831 https://github.com/scipy/scipy/pull/12831`__: DOC: fix typo in sparse/base.py * `#12835 https://github.com/scipy/scipy/pull/12835`__: MAINT: stats: Improve vonmises PDF calculation. * `#12839 https://github.com/scipy/scipy/pull/12839`__: ENH: scipy.stats: add multivariate hypergeometric distribution * `#12843 https://github.com/scipy/scipy/pull/12843`__: changed M to N in windows.dpss * `#12846 https://github.com/scipy/scipy/pull/12846`__: MAINT: update minimum NumPy version to 1.16.5 * `#12847 https://github.com/scipy/scipy/pull/12847`__: DOC: Unify the formula in docs of scipy.stats.pearsonr() * `#12849 https://github.com/scipy/scipy/pull/12849`__: DOC: polish QAP docs for consistency and readability * `#12852 https://github.com/scipy/scipy/pull/12852`__: ENH, MAINT: Bring KDTree interface to feature-parity with cKDTree * `#12858 https://github.com/scipy/scipy/pull/12858`__: DOC: use :doi: and :arxiv: directives for references * `#12872 https://github.com/scipy/scipy/pull/12872`__: lazily import multiprocessing.Pool in MapWrapper * `#12878 https://github.com/scipy/scipy/pull/12878`__: DOC: document ScalarFunction * `#12882 https://github.com/scipy/scipy/pull/12882`__: MAINT: stats: Change a test to use <= instead of strictly less... * `#12885 https://github.com/scipy/scipy/pull/12885`__: numpy.linspace calls edited to ensure correct spacing. * `#12886 https://github.com/scipy/scipy/pull/12886`__: DOC: stats: Add 'versionadded' to cramervonmises docstring. * `#12899 https://github.com/scipy/scipy/pull/12899`__: TST: make a couple of tests expected to fail on 32-bit architectures * `#12903 https://github.com/scipy/scipy/pull/12903`__: DOC: update Windows build guide and move into contributor guide * `#12907 https://github.com/scipy/scipy/pull/12907`__: DOC: clarify which array the precenter option applies to * `#12908 https://github.com/scipy/scipy/pull/12908`__: MAINT: spatial: Remove two occurrences of unused variables in... * `#12909 https://github.com/scipy/scipy/pull/12909`__: ENH: stats: Add methods gumbel_r._sf and gumbel_r._isf * `#12910 https://github.com/scipy/scipy/pull/12910`__: CI: travis: Remove some unnecessary code from .travis.yml. * `#12911 https://github.com/scipy/scipy/pull/12911`__: Minor fixes to dendrogram plotting * `#12921 https://github.com/scipy/scipy/pull/12921`__: CI: don't run GitHub Actions on fork or in cron job * `#12927 https://github.com/scipy/scipy/pull/12927`__: MAINT: rename integrate.simps to simpson * `#12934 https://github.com/scipy/scipy/pull/12934`__: MAINT: rename trapz and cumtrapz to (cumulative\_)trapezoid * `#12936 https://github.com/scipy/scipy/pull/12936`__: MAINT: fix numerical precision in nct.stats * `#12938 https://github.com/scipy/scipy/pull/12938`__: MAINT: fix linter on master * `#12941 https://github.com/scipy/scipy/pull/12941`__: Update minimum AIX pinnings to match non AIX builds * `#12955 https://github.com/scipy/scipy/pull/12955`__: BUG: Fixed wrong NaNs check in scipy.stats.weightedtau * `#12958 https://github.com/scipy/scipy/pull/12958`__: ENH: stats: Implement _logpdf, _sf and _isf for nakagami. * `#12962 https://github.com/scipy/scipy/pull/12962`__: Correcting that p should be in [0,1] for a variety of discrete... * `#12964 https://github.com/scipy/scipy/pull/12964`__: BUG: added line.strip() to split_data_line() * `#12968 https://github.com/scipy/scipy/pull/12968`__: ENH: stats: Use only an analytical formula or scalar root-finding... * `#12971 https://github.com/scipy/scipy/pull/12971`__: MAINT: Declare support for Python 3.9 * `#12972 https://github.com/scipy/scipy/pull/12972`__: MAINT: Remove redundant Python < 3.6 code * `#12980 https://github.com/scipy/scipy/pull/12980`__: DOC: Update documentation on optimize.rosen * `#12983 https://github.com/scipy/scipy/pull/12983`__: ENH: improvements to stats.linregress * `#12990 https://github.com/scipy/scipy/pull/12990`__: DOC: Clarify that using sos as output type for iirdesign can... * `#12992 https://github.com/scipy/scipy/pull/12992`__: DOC: capitalization and formatting in lsmr * `#12995 https://github.com/scipy/scipy/pull/12995`__: DOC: stats: Several documentation fixes. * `#12996 https://github.com/scipy/scipy/pull/12996`__: BUG: Improve error messages for \`range\` arg of binned_statistic_dd * `#12998 https://github.com/scipy/scipy/pull/12998`__: MAINT: approx_derivative with FP32 closes #12991 * `#13004 https://github.com/scipy/scipy/pull/13004`__: TST: isinstance(OptimizeResult.message, str) closes #13001 * `#13006 https://github.com/scipy/scipy/pull/13006`__: Keep correct dtype when loading empty mat arrays. * `#13009 https://github.com/scipy/scipy/pull/13009`__: MAINT: clip SLSQP step within bounds * `#13012 https://github.com/scipy/scipy/pull/13012`__: DOC: fix bilinear_zpk example labels * `#13013 https://github.com/scipy/scipy/pull/13013`__: ENH: Add \`subset\` and \`subsets\` methods to \`DisjointSet\`... * `#13029 https://github.com/scipy/scipy/pull/13029`__: MAINT: basinhopping callback for initial mininmisation * `#13032 https://github.com/scipy/scipy/pull/13032`__: DOC: fix docstring errors in in stats.wilcoxon * `#13036 https://github.com/scipy/scipy/pull/13036`__: BUG: forward port lint_diff shims * `#13041 https://github.com/scipy/scipy/pull/13041`__: MAINT: dogbox ensure x is within bounds closes #11403 * `#13042 https://github.com/scipy/scipy/pull/13042`__: MAINT: forward port 1.5.4 release notes * `#13046 https://github.com/scipy/scipy/pull/13046`__: DOC: Update optimize.least_squares doc for all tolerance must... * `#13052 https://github.com/scipy/scipy/pull/13052`__: Typo fix for cluster documentation * `#13054 https://github.com/scipy/scipy/pull/13054`__: BUG: fix \`scipy.optimize.show_options\` for unknown methods.... * `#13056 https://github.com/scipy/scipy/pull/13056`__: MAINT: fft: Fix a C++ compiler warning. * `#13057 https://github.com/scipy/scipy/pull/13057`__: Minor fixes on doc of function csr_tocsc * `#13058 https://github.com/scipy/scipy/pull/13058`__: DOC: stats: Replace np.float with np.float64 in a tutorial file. * `#13059 https://github.com/scipy/scipy/pull/13059`__: DOC: stats: Update the "Returns" section of the linregress docstring. * `#13060 https://github.com/scipy/scipy/pull/13060`__: MAINT: clip_x_for_func should be private * `#13061 https://github.com/scipy/scipy/pull/13061`__: DOC: signal.win -> signal.windows.win in Examples * `#13063 https://github.com/scipy/scipy/pull/13063`__: MAINT: Add suite-sparse and sksparse installation check * `#13070 https://github.com/scipy/scipy/pull/13070`__: MAINT: stats: Remove a couple obsolete comments. * `#13073 https://github.com/scipy/scipy/pull/13073`__: BUG: Fix scalar_search_wolfe2 to resolve #12157 * `#13078 https://github.com/scipy/scipy/pull/13078`__: CI, MAINT: migrate Lint to Azure * `#13081 https://github.com/scipy/scipy/pull/13081`__: BLD: drop Python 3.6 support (NEP 29) * `#13082 https://github.com/scipy/scipy/pull/13082`__: MAINT: update minimum NumPy version to 1.16.5 in a couple more... * `#13083 https://github.com/scipy/scipy/pull/13083`__: DOC: update toolchain.rst * `#13086 https://github.com/scipy/scipy/pull/13086`__: DOC: Update the Parameters section of the correlation docstring * `#13087 https://github.com/scipy/scipy/pull/13087`__: ENH:signal: Speed-up Cython implementation of _sosfilt * `#13089 https://github.com/scipy/scipy/pull/13089`__: BLD, BUG: add c99 compiler flag to HiGHS basiclu library * `#13091 https://github.com/scipy/scipy/pull/13091`__: BUG: Fix GIL handling in _sosfilt * `#13094 https://github.com/scipy/scipy/pull/13094`__: DOC: clarify "location" in docstring of cKDTree.query * `#13095 https://github.com/scipy/scipy/pull/13095`__: Zoom resize update * `#13097 https://github.com/scipy/scipy/pull/13097`__: BUG: fix CubicSpline(..., bc_type="periodic") #11758 * `#13100 https://github.com/scipy/scipy/pull/13100`__: BUG: sparse: Correct output format of kron * `#13107 https://github.com/scipy/scipy/pull/13107`__: ENH: faster linear_sum_assignment for small cost matrices * `#13110 https://github.com/scipy/scipy/pull/13110`__: CI, MAINT: refguide/asv checks to azure * `#13112 https://github.com/scipy/scipy/pull/13112`__: CI: fix MacOS CI * `#13113 https://github.com/scipy/scipy/pull/13113`__: CI: Install word list package for refguide-check * `#13115 https://github.com/scipy/scipy/pull/13115`__: BUG: add value range check for signal.iirdesign() * `#13116 https://github.com/scipy/scipy/pull/13116`__: CI: Don't report name errors after an exception in refguide-check * `#13117 https://github.com/scipy/scipy/pull/13117`__: CI: move sdist/pre-release test Azure * `#13119 https://github.com/scipy/scipy/pull/13119`__: Improve error message on friedmanchisquare function * `#13121 https://github.com/scipy/scipy/pull/13121`__: Fix factorial() for NaN on Python 3.10 * `#13123 https://github.com/scipy/scipy/pull/13123`__: BLD: Specify file extension for language standard version tests * `#13128 https://github.com/scipy/scipy/pull/13128`__: TST: skip Fortran I/O test for ODR * `#13130 https://github.com/scipy/scipy/pull/13130`__: TST: skip factorial() float tests on Python 3.10 * `#13136 https://github.com/scipy/scipy/pull/13136`__: CI:Add python dbg run to GH Actions * `#13138 https://github.com/scipy/scipy/pull/13138`__: CI: Port coverage, 64-bit BLAS, GCC 4.8 build to azure * `#13139 https://github.com/scipy/scipy/pull/13139`__: Fix edge case for mode='nearest' in ndimage.interpolation functions * `#13141 https://github.com/scipy/scipy/pull/13141`__: BUG: signal: Fix data type of the numerator returned by ss2tf. * `#13144 https://github.com/scipy/scipy/pull/13144`__: MAINT: stats: restrict gausshyper z > -1 * `#13146 https://github.com/scipy/scipy/pull/13146`__: typo in csr.py * `#13148 https://github.com/scipy/scipy/pull/13148`__: BUG: stats: fix typo in stable rvs per gh-12870 * `#13149 https://github.com/scipy/scipy/pull/13149`__: DOC: spatial/stats: cross-ref random rotation matrix functions * `#13151 https://github.com/scipy/scipy/pull/13151`__: MAINT: stats: Fix a test and a couple PEP-8 issues. * `#13152 https://github.com/scipy/scipy/pull/13152`__: MAINT: stats: Use np.take_along_axis in the private function... * `#13154 https://github.com/scipy/scipy/pull/13154`__: ENH: stats: Implement defined handling of constant inputs in... * `#13156 https://github.com/scipy/scipy/pull/13156`__: DOC: maintain equal display range for ndimage.zoom example * `#13159 https://github.com/scipy/scipy/pull/13159`__: CI: Azure: Don't run tests on merge commits, except for coverage * `#13160 https://github.com/scipy/scipy/pull/13160`__: DOC: stats: disambiguate location-shifted/noncentral * `#13161 https://github.com/scipy/scipy/pull/13161`__: BUG: DifferentialEvolutionSolver.__del__ can fail in garbage... * `#13163 https://github.com/scipy/scipy/pull/13163`__: BUG: stats: fix bug in spearmanr nan propagation * `#13167 https://github.com/scipy/scipy/pull/13167`__: MAINT: stats: Fix a test. * `#13169 https://github.com/scipy/scipy/pull/13169`__: BUG: stats: Fix handling of misaligned masks in mstats.pearsonr. * `#13178 https://github.com/scipy/scipy/pull/13178`__: CI: testing.yml --> macos.yml * `#13181 https://github.com/scipy/scipy/pull/13181`__: CI: fix lint * `#13190 https://github.com/scipy/scipy/pull/13190`__: BUG: optimize: fix a duplicate key bug for \`test_show_options\` * `#13192 https://github.com/scipy/scipy/pull/13192`__: BUG:linalg: Add overwrite option to gejsv wrapper * `#13194 https://github.com/scipy/scipy/pull/13194`__: BUG: slsqp should be able to use rel_step * `#13199 https://github.com/scipy/scipy/pull/13199`__: [skip travis] DOC: 1.6.0 release notes * `#13203 https://github.com/scipy/scipy/pull/13203`__: fix typos * `#13209 https://github.com/scipy/scipy/pull/13209`__: TST:linalg: set the seed for cossin test * `#13212 https://github.com/scipy/scipy/pull/13212`__: [DOC] Backtick and directive consistency. * `#13217 https://github.com/scipy/scipy/pull/13217`__: REL: add necessary setuptools and numpy version pins in pyproject.toml... * `#13226 https://github.com/scipy/scipy/pull/13226`__: BUG: pavement.py file handle fixes * `#13249 https://github.com/scipy/scipy/pull/13249`__: Handle cval correctly for ndimage functions with complex-valued... * `#13253 https://github.com/scipy/scipy/pull/13253`__: BUG,MAINT: Ensure all Pool objects are closed * `#13255 https://github.com/scipy/scipy/pull/13255`__: BUG:linalg: Fix heevx wrappers and add new tests * `#13260 https://github.com/scipy/scipy/pull/13260`__: CI: fix macOS testing * `#13269 https://github.com/scipy/scipy/pull/13269`__: CI: github actions: In the linux dbg tests, update apt before... * `#13279 https://github.com/scipy/scipy/pull/13279`__: MAINT: 1.6.0 rc2 backports Checksums ========= MD5 ~~~ 8fd605d90e571560d33eecb3c2263abe scipy-1.6.0-cp37-cp37m-macosx_10_9_x86_64.whl ab345b6f61228d8d797083fbe4ecb9df scipy-1.6.0-cp37-cp37m-manylinux1_i686.whl 6df40fd888aacc66c7fa2f905fdc3c8b scipy-1.6.0-cp37-cp37m-manylinux1_x86_64.whl 80adc50489f2d1f3f84c71629a7f0233 scipy-1.6.0-cp37-cp37m-manylinux2014_aarch64.whl 0f60495e80fd143419c594238b1c9f0a scipy-1.6.0-cp37-cp37m-win32.whl b7bcb35ae551a0d78139ed5a8f11fbde scipy-1.6.0-cp37-cp37m-win_amd64.whl fef87b2e8d82638af89c7ff0820033f9 scipy-1.6.0-cp38-cp38-macosx_10_9_x86_64.whl 7e7d04505b315c4cc4567ddca2c9f160 scipy-1.6.0-cp38-cp38-manylinux1_i686.whl 54e934334700a16d84a62b3cd375085c scipy-1.6.0-cp38-cp38-manylinux1_x86_64.whl e03550991ed048d919cbe75b8687dab5 scipy-1.6.0-cp38-cp38-manylinux2014_aarch64.whl 026724f8bec3081520eda2bad41776bb scipy-1.6.0-cp38-cp38-win32.whl 3a1ff95d9ea373196d3594df2303bfff scipy-1.6.0-cp38-cp38-win_amd64.whl 7653cdb2672fc5bd9609947f05a1a9cf scipy-1.6.0-cp39-cp39-macosx_10_9_x86_64.whl ac6f387bcfff36b1909783b9e78173c1 scipy-1.6.0-cp39-cp39-manylinux1_i686.whl d9d9aa57714f58da02b3cb539d3bab7e scipy-1.6.0-cp39-cp39-manylinux1_x86_64.whl ad70a68d2e5190c5bda723fabc877bbe scipy-1.6.0-cp39-cp39-manylinux2014_aarch64.whl 5fcd381d744e9ba272694547750ae9d5 scipy-1.6.0-cp39-cp39-win32.whl fe7ddd09cdc2263f8ecae6001b41f963 scipy-1.6.0-cp39-cp39-win_amd64.whl 550fcf08700e0bf0f32dc5c06c0f793a scipy-1.6.0.tar.gz 38acf883207e044e1ac9393a5806c3b9 scipy-1.6.0.tar.xz b67a16099b676cbbfdb977b45776a822 scipy-1.6.0.zip SHA256 ~~~~~~ 3d4303e3e21d07d9557b26a1707bb9fc065510ee8501c9bf22a0157249a82fd0 scipy-1.6.0-cp37-cp37m-macosx_10_9_x86_64.whl 1bc5b446600c4ff7ab36bade47180673141322f0febaa555f1c433fe04f2a0e3 scipy-1.6.0-cp37-cp37m-manylinux1_i686.whl 8840a9adb4ede3751f49761653d3ebf664f25195fdd42ada394ffea8903dd51d scipy-1.6.0-cp37-cp37m-manylinux1_x86_64.whl 8629135ee00cc2182ac8be8e75643b9f02235942443732c2ed69ab48edcb6614 scipy-1.6.0-cp37-cp37m-manylinux2014_aarch64.whl 58731bbe0103e96b89b2f41516699db9b63066e4317e31b8402891571f6d358f scipy-1.6.0-cp37-cp37m-win32.whl 876badc33eec20709d4e042a09834f5953ebdac4088d45a4f3a1f18b56885718 scipy-1.6.0-cp37-cp37m-win_amd64.whl c0911f3180de343643f369dc5cfedad6ba9f939c2d516bddea4a6871eb000722 scipy-1.6.0-cp38-cp38-macosx_10_9_x86_64.whl b8af26839ae343655f3ca377a5d5e5466f1d3b3ac7432a43449154fe958ae0e0 scipy-1.6.0-cp38-cp38-manylinux1_i686.whl 4f1d9cc977ac6a4a63c124045c1e8bf67ec37098f67c699887a93736961a00ae scipy-1.6.0-cp38-cp38-manylinux1_x86_64.whl eb7928275f3560d47e5538e15e9f32b3d64cd30ea8f85f3e82987425476f53f6 scipy-1.6.0-cp38-cp38-manylinux2014_aarch64.whl 31ab217b5c27ab429d07428a76002b33662f98986095bbce5d55e0788f7e8b15 scipy-1.6.0-cp38-cp38-win32.whl 2f1c2ebca6fd867160e70102200b1bd07b3b2d31a3e6af3c58d688c15d0d07b7 scipy-1.6.0-cp38-cp38-win_amd64.whl 155225621df90fcd151e25d51c50217e412de717475999ebb76e17e310176981 scipy-1.6.0-cp39-cp39-macosx_10_9_x86_64.whl f68d5761a2d2376e2b194c8e9192bbf7c51306ca176f1a0889990a52ef0d551f scipy-1.6.0-cp39-cp39-manylinux1_i686.whl d902d3a5ad7f28874c0a82db95246d24ca07ad932741df668595fe00a4819870 scipy-1.6.0-cp39-cp39-manylinux1_x86_64.whl aef3a2dbc436bbe8f6e0b635f0b5fe5ed024b522eee4637dbbe0b974129ca734 scipy-1.6.0-cp39-cp39-manylinux2014_aarch64.whl cdbc47628184a0ebeb5c08f1892614e1bd4a51f6e0d609c6eed253823a960f5b scipy-1.6.0-cp39-cp39-win32.whl 313785c4dab65060f9648112d025f6d2fec69a8a889c714328882d678a95f053 scipy-1.6.0-cp39-cp39-win_amd64.whl cb6dc9f82dfd95f6b9032a8d7ea70efeeb15d5b5fd6ed4e8537bb3c673580566 scipy-1.6.0.tar.gz dd06d02e8ac6e13e973cbab3da63888daf26a4fec1cd8a8d0804ec872864a7f5 scipy-1.6.0.tar.xz b0d5014d41fed5516d93d0c99a41465061b4d01cf4acd5cdc68c3be9e12c8563 scipy-1.6.0.zip
participants (1)
-
Tyler Reddy