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Dec. 17, 2019
1:13 a.m.
On 12/16/19, Tyler Reddy <tyler.je.reddy@gmail.com> wrote: > -----BEGIN PGP SIGNED MESSAGE----- > Hash: SHA256 > > Hi all, > > On behalf of the SciPy development team I'm pleased to announce > the release of SciPy 1.4.0. Fantastic, thanks Tyler! Warren > > Sources and binary wheels can be found at: > https://pypi.org/project/scipy/ > and at: > https://github.com/scipy/scipy/releases/tag/v1.4.0 > > One of a few ways to install this release with pip: > > pip install scipy==1.4.0 > > ========================== > SciPy 1.4.0 Release Notes > ========================== > > SciPy 1.4.0 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 > 1.4.x branch, and on adding new features on the master branch. > > This release requires Python 3.5+ and NumPy >=1.13.3 (for Python 3.5, 3.6), >>=1.14.5 (for Python 3.7), >= 1.17.3 (for Python 3.8) > > For running on PyPy, PyPy3 6.0+ and NumPy 1.15.0 are required. > > Highlights of this release > ---------------------------------- > > - a new submodule, `scipy.fft`, now supersedes `scipy.fftpack`; this > means support for ``long double`` transforms, faster multi-dimensional > transforms, improved algorithm time complexity, release of the global > intepreter lock, and control over threading behavior > - support for ``pydata/sparse`` arrays in `scipy.sparse.linalg` > - substantial improvement to the documentation and functionality of > several `scipy.special` functions, and some new additions > - the generalized inverse Gaussian distribution has been added to > `scipy.stats` > - an implementation of the Edmonds-Karp algorithm in > `scipy.sparse.csgraph.maximum_flow` > - `scipy.spatial.SphericalVoronoi` now supports n-dimensional input, > has linear memory complexity, improved performance, and > supports single-hemisphere generators > > > New features > ============ > > Infrastructure > -------------------- > Documentation can now be built with ``runtests.py --doc`` > > A ``Dockerfile`` is now available in the ``scipy/scipy-dev`` repository to > facilitate getting started with SciPy development. > > `scipy.constants` improvements > --------------------------------------------- > `scipy.constants` has been updated with the CODATA 2018 constants. > > > `scipy.fft` added > ------------------------ > `scipy.fft` is a new submodule that supersedes the `scipy.fftpack` > submodule. > For the most part, this is a drop-in replacement for ``numpy.fft`` and > `scipy.fftpack` alike. With some important differences, `scipy.fft`: > - uses NumPy's conventions for real transforms (``rfft``). This means the > return value is a complex array, half the size of the full ``fft`` output. > This is different from the output of ``fftpack`` which returned a real > array > representing complex components packed together. > - the inverse real to real transforms (``idct`` and ``idst``) are > normalized > for ``norm=None`` in thesame way as ``ifft``. This means the identity > ``idct(dct(x)) == x`` is now ``True`` for all norm modes. > - does not include the convolutions or pseudo-differential operators > from ``fftpack``. > > This submodule is based on the ``pypocketfft`` library, developed by the > author of ``pocketfft`` which was recently adopted by NumPy as well. > ``pypocketfft`` offers a number of advantages over fortran ``FFTPACK``: > - support for long double (``np.longfloat``) precision transforms. > - faster multi-dimensional transforms using vectorisation > - Bluestein’s algorithm removes the worst-case ``O(n^2)`` complexity of > ``FFTPACK`` > - the global interpreter lock (``GIL``) is released during transforms > - optional multithreading of multi-dimensional transforms via the > ``workers`` > argument > > Note that `scipy.fftpack` has not been deprecated and will continue to be > maintained but is now considered legacy. New code is recommended to use > `scipy.fft` instead, where possible. > > `scipy.fftpack` improvements > ---------------------------------------- > `scipy.fftpack` now uses pypocketfft to perform its FFTs, offering the same > speed and accuracy benefits listed for scipy.fft above but without the > improved API. > > `scipy.integrate` improvements > ------------------------------------------- > > The function `scipy.integrate.solve_ivp` now has an ``args`` argument. > This allows the user-defined functions passed to the function to have > additional parameters without having to create wrapper functions or > lambda expressions for them. > > `scipy.integrate.solve_ivp` can now return a ``y_events`` attribute > representing the solution of the ODE at event times > > New ``OdeSolver`` is implemented --- ``DOP853``. This is a high-order > explicit > Runge-Kutta method originally implemented in Fortran. Now we provide a pure > Python implementation usable through ``solve_ivp`` with all its features. > > `scipy.integrate.quad` provides better user feedback when break points are > specified with a weighted integrand. > > `scipy.integrate.quad_vec` is now available for general purpose integration > of vector-valued functions > > > `scipy.interpolate` improvements > --------------------------------------------- > `scipy.interpolate.pade` now handles complex input data gracefully > > `scipy.interpolate.Rbf` can now interpolate multi-dimensional functions > > `scipy.io` improvements > --------------------------------- > > `scipy.io.wavfile.read` can now read data from a `WAV` file that has a > malformed header, similar to other modern `WAV` file parsers > > `scipy.io.FortranFile` now has an expanded set of available ``Exception`` > classes for handling poorly-formatted files > > > `scipy.linalg` improvements > ------------------------------------- > The function ``scipy.linalg.subspace_angles(A, B)`` now gives correct > results for complex-valued matrices. Before this, the function only > returned > correct values for real-valued matrices. > > New boolean keyword argument ``check_finite`` for `scipy.linalg.norm`; > whether > to check that the input matrix contains only finite numbers. Disabling may > give a performance gain, but may result in problems (crashes, > non-termination) > if the inputs do contain infinities or NaNs. > > `scipy.linalg.solve_triangular` has improved performance for a C-ordered > triangular matrix > > ``LAPACK`` wrappers have been added for ``?geequ``, ``?geequb``, > ``?syequb``, > and ``?heequb`` > > Some performance improvements may be observed due to an internal > optimization > in operations involving LAPACK routines via ``_compute_lwork``. This is > particularly true for operations on small arrays. > > Block ``QR`` wrappers are now available in `scipy.linalg.lapack` > > > `scipy.ndimage` improvements > ------------------------------------------ > > > `scipy.optimize` improvements > ------------------------------------------ > It is now possible to use linear and non-linear constraints with > `scipy.optimize.differential_evolution`. > > `scipy.optimize.linear_sum_assignment` has been re-written in C++ to > improve > performance, and now allows input costs to be infinite. > > A ``ScalarFunction.fun_and_grad`` method was added for convenient > simultaneous > retrieval of a function and gradient evaluation > > `scipy.optimize.minimize` ``BFGS`` method has improved performance by > avoiding > duplicate evaluations in some cases > > Better user feedback is provided when an objective function returns an > array > instead of a scalar. > > > `scipy.signal` improvements > -------------------------------------- > > Added a new function to calculate convolution using the overlap-add method, > named `scipy.signal.oaconvolve`. Like `scipy.signal.fftconvolve`, this > function supports specifying dimensions along which to do the convolution. > > `scipy.signal.cwt` now supports complex wavelets. > > The implementation of ``choose_conv_method`` has been updated to reflect > the > new FFT implementation. In addition, the performance has been significantly > improved (with rather drastic improvements in edge cases). > > The function ``upfirdn`` now has a ``mode`` keyword argument that can be > used > to select the signal extension mode used at the signal boundaries. These > modes > are also available for use in ``resample_poly`` via a newly added > ``padtype`` > argument. > > `scipy.signal.sosfilt` now benefits from Cython code for improved > performance > > `scipy.signal.resample` should be more efficient by leveraging ``rfft`` > when > possible > > `scipy.sparse` improvements > --------------------------------------- > It is now possible to use the LOBPCG method in `scipy.sparse.linalg.svds`. > > `scipy.sparse.linalg.LinearOperator` now supports the operation ``rmatmat`` > for adjoint matrix-matrix multiplication, in addition to ``rmatvec``. > > Multiple stability updates enable float32 support in the LOBPCG eigenvalue > solver for symmetric and Hermitian eigenvalues problems in > ``scipy.sparse.linalg.lobpcg``. > > A solver for the maximum flow problem has been added as > `scipy.sparse.csgraph.maximum_flow`. > > `scipy.sparse.csgraph.maximum_bipartite_matching` now allows non-square > inputs, > no longer requires a perfect matching to exist, and has improved > performance. > > `scipy.sparse.lil_matrix` conversions now perform better in some scenarios > > Basic support is available for ``pydata/sparse`` arrays in > `scipy.sparse.linalg` > > `scipy.sparse.linalg.spsolve_triangular` now supports the ``unit_diagonal`` > argument to improve call signature similarity with its dense counterpart, > `scipy.linalg.solve_triangular` > > ``assertAlmostEqual`` may now be used with sparse matrices, which have > added > support for ``__round__`` > > `scipy.spatial` improvements > --------------------------------------- > The bundled Qhull library was upgraded to version 2019.1, fixing several > issues. Scipy-specific patches are no longer applied to it. > > `scipy.spatial.SphericalVoronoi` now has linear memory complexity, improved > performance, and supports single-hemisphere generators. Support has also > been > added for handling generators that lie on a great circle arc (geodesic > input) > and for generators in n-dimensions. > > `scipy.spatial.transform.Rotation` now includes functions for calculation > of a > mean rotation, generation of the 3D rotation groups, and reduction of > rotations > with rotational symmetries. > > `scipy.spatial.transform.Slerp` is now callable with a scalar argument > > `scipy.spatial.voronoi_plot_2d` now supports furthest site Voronoi diagrams > > `scipy.spatial.Delaunay` and `scipy.spatial.Voronoi` now have attributes > for tracking whether they are furthest site diagrams > > `scipy.special` improvements > ----------------------------------------- > The Voigt profile has been added as `scipy.special.voigt_profile`. > > A real dispatch has been added for the Wright Omega function > (`scipy.special.wrightomega`). > > The analytic continuation of the Riemann zeta function has been added. (The > Riemann zeta function is the one-argument variant of `scipy.special.zeta`.) > > The complete elliptic integral of the first kind (`scipy.special.ellipk`) > is > now available in `scipy.special.cython_special`. > > The accuracy of `scipy.special.hyp1f1` for real arguments has been > improved. > > The documentation of many functions has been improved. > > `scipy.stats` improvements > ------------------------------------- > `scipy.stats.multiscale_graphcorr` added as an independence test that > operates on high dimensional and nonlinear data sets. It has higher > statistical > power than other `scipy.stats` tests while being the only one that operates > on > multivariate data. > > The generalized inverse Gaussian distribution (`scipy.stats.geninvgauss`) > has > been added. > > It is now possible to efficiently reuse `scipy.stats.binned_statistic_dd` > with new values by providing the result of a previous call to the function. > > `scipy.stats.hmean` now handles input with zeros more gracefully. > > The beta-binomial distribution is now available in `scipy.stats.betabinom`. > > `scipy.stats.zscore`, `scipy.stats.circmean`, `scipy.stats.circstd`, and > `scipy.stats.circvar` now support the ``nan_policy`` argument for enhanced > handling of ``NaN`` values > > `scipy.stats.entropy` now accepts an ``axis`` argument > > `scipy.stats.gaussian_kde.resample` now accepts a ``seed`` argument to > empower > reproducibility > > `scipy.stats.kendalltau` performance has improved, especially for large > inputs, > due to improved cache usage > > `scipy.stats.truncnorm` distribution has been rewritten to support much > wider > tails > > > Deprecated features > =================== > > `scipy` deprecations > ----------------------------- > Support for NumPy functions exposed via the root SciPy namespace is > deprecated > and will be removed in 2.0.0. For example, if you use ``scipy.rand`` or > ``scipy.diag``, you should change your code to directly use > ``numpy.random.default_rng`` or ``numpy.diag``, respectively. > They remain available in the currently continuing Scipy 1.x release series. > > The exception to this rule is using ``scipy.fft`` as a function -- > :mod:`scipy.fft` is now meant to be used only as a module, so the ability > to > call ``scipy.fft(...)`` will be removed in SciPy 1.5.0. > > In `scipy.spatial.Rotation` methods ``from_dcm``, ``as_dcm`` were renamed > to > ``from_matrix``, ``as_matrix`` respectively. The old names will be removed > in > SciPy 1.6.0. > > Method ``Rotation.match_vectors`` was deprecated in favor of > ``Rotation.align_vectors``, which provides a more logical and > general API to the same functionality. The old method > will be removed in SciPy 1.6.0. > > Backwards incompatible changes > ========================== > > `scipy.special` changes > --------------------------------- > The deprecated functions ``hyp2f0``, ``hyp1f2``, and ``hyp3f0`` have been > removed. > > The deprecated function ``bessel_diff_formula`` has been removed. > > The function ``i0`` is no longer registered with ``numpy.dual``, so that > ``numpy.dual.i0`` will unconditionally refer to the NumPy version > regardless > of whether `scipy.special` is imported. > > The function ``expn`` has been changed to return ``nan`` outside of its > domain of definition (``x, n < 0``) instead of ``inf``. > > `scipy.sparse` changes > -------------------------------- > Sparse matrix reshape now raises an error if shape is not two-dimensional, > rather than guessing what was meant. The behavior is now the same as before > SciPy 1.1.0. > > ``CSR`` and ``CSC`` sparse matrix classes should now return empty matrices > of the same type when indexed out of bounds. Previously, for some versions > of SciPy, this would raise an ``IndexError``. The change is largely > motivated > by greater consistency with ``ndarray`` and ``numpy.matrix`` semantics. > > `scipy.signal` changes > ------------------------------- > `scipy.signal.resample` behavior for length-1 signal inputs has been > fixed to output a constant (DC) value rather than an impulse, consistent > with > the assumption of signal periodicity in the FFT method. > > `scipy.signal.cwt` now performs complex conjugation and time-reversal of > wavelet data, which is a backwards-incompatible bugfix for > time-asymmetric wavelets. > > `scipy.stats` changes > ------------------------------ > `scipy.stats.loguniform` added with better documentation as (an alias for > ``scipy.stats.reciprocal``). ``loguniform`` generates random variables > that are equally likely in the log space; e.g., ``1``, ``10`` and ``100`` > are all equally likely if ``loguniform(10 ** 0, 10 ** 2).rvs()`` is used. > > > Other changes > ============= > The ``LSODA`` method of `scipy.integrate.solve_ivp` now correctly detects > stiff > problems. > > `scipy.spatial.cKDTree` now accepts and correctly handles empty input data > > `scipy.stats.binned_statistic_dd` now calculates the standard deviation > statistic in a numerically stable way. > > `scipy.stats.binned_statistic_dd` now throws an error if the input data > contains either ``np.nan`` or ``np.inf``. Similarly, in `scipy.stats` now > all > continuous distributions' ``.fit()`` methods throw an error if the input > data > contain any instance of either ``np.nan`` or ``np.inf``. > > > Authors > ======= > > * @endolith > * @wenhui-prudencemed + > * Abhinav + > * Anne Archibald > * ashwinpathak20nov1996 + > * Danilo Augusto + > * Nelson Auner + > * aypiggott + > * Christoph Baumgarten > * Peter Bell > * Sebastian Berg > * Arman Bilge + > * Benedikt Boecking + > * Christoph Boeddeker + > * Daniel Bunting > * Evgeni Burovski > * Angeline Burrell + > * Angeline G. Burrell + > * CJ Carey > * Carlos Ramos Carreño + > * Mak Sze Chun + > * Malayaja Chutani + > * Christian Clauss + > * Jonathan Conroy + > * Stephen P Cook + > * Dylan Cutler + > * Anirudh Dagar + > * Aidan Dang + > * dankleeman + > * Brandon David + > * Tyler Dawson + > * Dieter Werthmüller > * Joe Driscoll + > * Jakub Dyczek + > * Dávid Bodnár > * Fletcher Easton + > * Stefan Endres > * etienne + > * Johann Faouzi > * Yu Feng > * Isuru Fernando + > * Matthew H Flamm > * Martin Gauch + > * Gabriel Gerlero + > * Ralf Gommers > * Chris Gorgolewski + > * Domen Gorjup + > * Edouard Goudenhoofdt + > * Jan Gwinner + > * Maja Gwozdz + > * Matt Haberland > * hadshirt + > * Pierre Haessig + > * David Hagen > * Charles Harris > * Gina Helfrich + > * Alex Henrie + > * Francisco J. Hernandez Heras + > * Andreas Hilboll > * Lindsey Hiltner > * Thomas Hisch > * Min ho Kim + > * Gert-Ludwig Ingold > * jakobjakobson13 + > * Todd Jennings > * He Jia > * Muhammad Firmansyah Kasim + > * Andrew Knyazev + > * Holger Kohr + > * Mateusz Konieczny + > * Krzysztof Pióro + > * Philipp Lang + > * Peter Mahler Larsen + > * Eric Larson > * Antony Lee > * Gregory R. Lee > * Chelsea Liu + > * Jesse Livezey > * Peter Lysakovski + > * Jason Manley + > * Michael Marien + > * Nikolay Mayorov > * G. D. McBain + > * Sam McCormack + > * Melissa Weber Mendonça + > * Kevin Michel + > * mikeWShef + > * Sturla Molden > * Eric Moore > * Peyton Murray + > * Andrew Nelson > * Clement Ng + > * Juan Nunez-Iglesias > * Renee Otten + > * Kellie Ottoboni + > * Ayappan P > * Sambit Panda + > * Tapasweni Pathak + > * Oleksandr Pavlyk > * Fabian Pedregosa > * Petar Mlinarić > * Matti Picus > * Marcel Plch + > * Christoph Pohl + > * Ilhan Polat > * Siddhesh Poyarekar + > * Ioannis Prapas + > * James Alan Preiss + > * Yisheng Qiu + > * Eric Quintero > * Bharat Raghunathan + > * Tyler Reddy > * Joscha Reimer > * Antonio Horta Ribeiro > * Lucas Roberts > * rtshort + > * Josua Sassen > * Kevin Sheppard > * Scott Sievert > * Leo Singer > * Kai Striega > * Søren Fuglede Jørgensen > * tborisow + > * Étienne Tremblay + > * tuxcell + > * Miguel de Val-Borro > * Andrew Valentine + > * Hugo van Kemenade > * Paul van Mulbregt > * Sebastiano Vigna > * Pauli Virtanen > * Dany Vohl + > * Ben Walsh + > * Huize Wang + > * Warren Weckesser > * Anreas Weh + > * Joseph Weston + > * Adrian Wijaya + > * Timothy Willard + > * Josh Wilson > * Kentaro Yamamoto + > * Dave Zbarsky + > > A total of 142 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 1.4.0 > -------------------------------- > > * `#1255 <https://github.com/scipy/scipy/issues/1255>`__: maxiter broken > for Scipy.sparse.linalg gmres, in addition to... > * `#1301 <https://github.com/scipy/scipy/issues/1301>`__: consolidate > multipack.h from interpolate and integrate packages... > * `#1739 <https://github.com/scipy/scipy/issues/1739>`__: Single precision > FFT insufficiently accurate. (Trac #1212) > * `#1795 <https://github.com/scipy/scipy/issues/1795>`__: stats > test_distributions.py: replace old fuzz tests (Trac #1269) > * `#2233 <https://github.com/scipy/scipy/issues/2233>`__: fftpack segfault > with big arrays (Trac #1714) > * `#2434 <https://github.com/scipy/scipy/issues/2434>`__: rmatmat and the > sophistication of linear operator objects > * `#2477 <https://github.com/scipy/scipy/issues/2477>`__: > stats.truncnorm.rvs() does not give symmetric results for negative... > * `#2629 <https://github.com/scipy/scipy/issues/2629>`__: FFTpack is > unacceptably slow on non power of 2 > * `#2883 <https://github.com/scipy/scipy/issues/2883>`__: UnboundLocalError > in scipy.interpolate.splrep > * `#2956 <https://github.com/scipy/scipy/issues/2956>`__: Feature Request: > axis argument for stats.entropy function > * `#3528 <https://github.com/scipy/scipy/issues/3528>`__: Segfault on > test_djbfft (possibly MKL-related?) > * `#3793 <https://github.com/scipy/scipy/issues/3793>`__: cwt should also > return complex array > * `#4464 <https://github.com/scipy/scipy/issues/4464>`__: TST: > residue/residuez/invres/invresz don't have any tests > * `#4561 <https://github.com/scipy/scipy/issues/4561>`__: BUG: tf filter > trailing and leading zeros in residuez > * `#4669 <https://github.com/scipy/scipy/issues/4669>`__: Rewrite sosfilt > to make a single loop over the input? > * `#5040 <https://github.com/scipy/scipy/issues/5040>`__: BUG: Empty data > handling of (c)KDTrees > * `#5112 <https://github.com/scipy/scipy/issues/5112>`__: boxcox transform > edge cases could use more care > * `#5441 <https://github.com/scipy/scipy/issues/5441>`__: scipy.stats.ncx2 > fails for nc=0 > * `#5502 <https://github.com/scipy/scipy/issues/5502>`__: args keyword not > handled in optimize.curve_fit > * `#6484 <https://github.com/scipy/scipy/issues/6484>`__: Qhull > segmentation fault > * `#6900 <https://github.com/scipy/scipy/issues/6900>`__: > linear_sum_assignment with infinite weights > * `#6966 <https://github.com/scipy/scipy/issues/6966>`__: Hypergeometric > Functions documentation is lacking > * `#6999 <https://github.com/scipy/scipy/issues/6999>`__: possible false > positive corruption check in compressed loadmat() > * `#7018 <https://github.com/scipy/scipy/issues/7018>`__: ydata that needs > broadcasting renders curve_fit unable to compute... > * `#7140 <https://github.com/scipy/scipy/issues/7140>`__: trouble with > documentation for windows > * `#7327 <https://github.com/scipy/scipy/issues/7327>`__: > interpolate.ndgriddata.griddata causes Python to crash rather... > * `#7396 <https://github.com/scipy/scipy/issues/7396>`__: > MatrixLinearOperator implements _adjoint(), but not _transpose() > * `#7400 <https://github.com/scipy/scipy/issues/7400>`__: BUG(?): special: > factorial and factorial2 return a 0-dimensional... > * `#7434 <https://github.com/scipy/scipy/issues/7434>`__: Testing of > scipy.stats continuous distributions misses 25 distributions > * `#7491 <https://github.com/scipy/scipy/issues/7491>`__: Several > scipy.stats distributions (fisk, burr, burr12, f) return... > * `#7759 <https://github.com/scipy/scipy/issues/7759>`__: Overflow in > stats.kruskal for large samples > * `#7906 <https://github.com/scipy/scipy/issues/7906>`__: Wrong result from > scipy.interpolate.UnivariateSpline.integral... > * `#8165 <https://github.com/scipy/scipy/issues/8165>`__: ENH: match > functionality of R for hmean > * `#8417 <https://github.com/scipy/scipy/issues/8417>`__: > optimimze.minimize(method='L-BFGS-B', options={'disp': True})... > * `#8535 <https://github.com/scipy/scipy/issues/8535>`__: Strictly > increasing requirement in UnivariateSpline > * `#8815 <https://github.com/scipy/scipy/issues/8815>`__: [BUG] GMRES: > number of iteration is only increased if callback... > * `#9207 <https://github.com/scipy/scipy/issues/9207>`__: > scipy.linalg.solve_triangular speed after scipy.linalg.lu_factor > * `#9275 <https://github.com/scipy/scipy/issues/9275>`__: new feature: > adding LOBPCG solver in svds in addition to ARPACK > * `#9403 <https://github.com/scipy/scipy/issues/9403>`__: range of > truncnorm.logpdf could be extended > * `#9429 <https://github.com/scipy/scipy/issues/9429>`__: gaussian_kde not > working with numpy matrix > * `#9515 <https://github.com/scipy/scipy/issues/9515>`__: ndimage > implementation relies on undefined behavior > * `#9643 <https://github.com/scipy/scipy/issues/9643>`__: arpack returns > singular values in ascending order > * `#9669 <https://github.com/scipy/scipy/issues/9669>`__: DOC: > matthew-brett/build-openblas has been retired > * `#9852 <https://github.com/scipy/scipy/issues/9852>`__: > scipy.spatial.ConvexHull exit with code 134, free(): invalid... > * `#9902 <https://github.com/scipy/scipy/issues/9902>`__: > scipy.stats.truncnorm second moment may be wrong > * `#9943 <https://github.com/scipy/scipy/issues/9943>`__: Custom sampling > methods in shgo do not work > * `#9947 <https://github.com/scipy/scipy/issues/9947>`__: DOC: Incorrect > documentation for \`nan_policy='propagate\` in... > * `#9994 <https://github.com/scipy/scipy/issues/9994>`__: BUG: sparse: > reshape method allows a shape containing an arbitrary... > * `#10036 <https://github.com/scipy/scipy/issues/10036>`__: Official Nelder > mead tutorial uses xtol instead of xatol, which... > * `#10078 <https://github.com/scipy/scipy/issues/10078>`__: possible to get > a better error message when objective function... > * `#10092 <https://github.com/scipy/scipy/issues/10092>`__: overflow in > truncnorm.rvs > * `#10121 <https://github.com/scipy/scipy/issues/10121>`__: A little > spelling mistake > * `#10126 <https://github.com/scipy/scipy/issues/10126>`__: inaccurate std > implementation in binned_statistic > * `#10161 <https://github.com/scipy/scipy/issues/10161>`__: Error in > documentation scipy.special.modstruve > * `#10195 <https://github.com/scipy/scipy/issues/10195>`__: Derivative of > spline with 'const' extrapolation is also extrapolted... > * `#10206 <https://github.com/scipy/scipy/issues/10206>`__: sparse matrices > indexing with scipy 1.3 > * `#10236 <https://github.com/scipy/scipy/issues/10236>`__: Non-descriptive > error on type mismatch for functions of scipy.optimize... > * `#10258 <https://github.com/scipy/scipy/issues/10258>`__: LOBPCG > convergence failure if guess provided > * `#10262 <https://github.com/scipy/scipy/issues/10262>`__: distance matrix > lacks dtype checks / warnings > * `#10271 <https://github.com/scipy/scipy/issues/10271>`__: BUG: optimize > failure on wheels > * `#10277 <https://github.com/scipy/scipy/issues/10277>`__: > scipy.special.zeta(0) = NAN > * `#10292 <https://github.com/scipy/scipy/issues/10292>`__: DOC/REL: Some > sections of the release notes are not nested correctly. > * `#10300 <https://github.com/scipy/scipy/issues/10300>`__: > scipy.stats.rv_continuous.fit throws empty RuntimeError when... > * `#10319 <https://github.com/scipy/scipy/issues/10319>`__: events in > scipy.integrate.solve_ivp: How do I setup an events... > * `#10323 <https://github.com/scipy/scipy/issues/10323>`__: Adding more > low-level LAPACK wrappers > * `#10360 <https://github.com/scipy/scipy/issues/10360>`__: firwin2 > inadvertently modifies input and may result in undefined... > * `#10388 <https://github.com/scipy/scipy/issues/10388>`__: BLD: > TestHerd::test_hetrd core dumps with Python-dbg > * `#10395 <https://github.com/scipy/scipy/issues/10395>`__: Remove warning > about output shape of zoom > * `#10403 <https://github.com/scipy/scipy/issues/10403>`__: DOC: > scipy.signal.resample ignores t parameter > * `#10421 <https://github.com/scipy/scipy/issues/10421>`__: Yeo-Johnson > power transformation fails with integer input data > * `#10422 <https://github.com/scipy/scipy/issues/10422>`__: BUG: scipy.fft > does not support multiprocessing > * `#10427 <https://github.com/scipy/scipy/issues/10427>`__: ENH: convolve > numbers should be updated > * `#10444 <https://github.com/scipy/scipy/issues/10444>`__: BUG: > scipy.spatial.transform.Rotation.match_vectors returns improper... > * `#10488 <https://github.com/scipy/scipy/issues/10488>`__: ENH: DCTs/DSTs > for scipy.fft > * `#10501 <https://github.com/scipy/scipy/issues/10501>`__: BUG: > scipy.spatial.HalfspaceIntersection works incorrectly > * `#10514 <https://github.com/scipy/scipy/issues/10514>`__: BUG: cKDTree > GIL handling is incorrect > * `#10535 <https://github.com/scipy/scipy/issues/10535>`__: TST: master > branch CI failures > * `#10588 <https://github.com/scipy/scipy/issues/10588>`__: scipy.fft and > numpy.fft inconsistency when axes=None and shape... > * `#10628 <https://github.com/scipy/scipy/issues/10628>`__: Scipy > python>3.6 Windows wheels don't ship msvcp\*.dll > * `#10733 <https://github.com/scipy/scipy/issues/10733>`__: DOC/BUG: > min_only result does not match documentation > * `#10774 <https://github.com/scipy/scipy/issues/10774>`__: min_only=true > djisktra infinite loop with duplicate indices > * `#10775 <https://github.com/scipy/scipy/issues/10775>`__: > UnboundLocalError in Radau when given a NaN > * `#10835 <https://github.com/scipy/scipy/issues/10835>`__: io.wavfile.read > unnecessarily raises an error for a bad wav header > * `#10838 <https://github.com/scipy/scipy/issues/10838>`__: Error in > documentation for scipy.linalg.lu_factor > * `#10875 <https://github.com/scipy/scipy/issues/10875>`__: DOC: Graphical > guides (using TikZ) > * `#10880 <https://github.com/scipy/scipy/issues/10880>`__: setting verbose >> 2 in minimize with trust-constr method leads... > * `#10887 <https://github.com/scipy/scipy/issues/10887>`__: > scipy.signal.signaltools._fftconv_faster has incorrect estimates > * `#10948 <https://github.com/scipy/scipy/issues/10948>`__: gammainc(0,x) = > nan but should be 1, gammaincc(0,x) = nan but... > * `#10952 <https://github.com/scipy/scipy/issues/10952>`__: > TestQRdelete_F.test_delete_last_p_col test failure > * `#10968 <https://github.com/scipy/scipy/issues/10968>`__: API: Change > normalized=False to normalize=True in Rotation > * `#10987 <https://github.com/scipy/scipy/issues/10987>`__: Memory leak in > shgo triangulation > * `#10991 <https://github.com/scipy/scipy/issues/10991>`__: Error running > openBlas probably missing a step > * `#11033 <https://github.com/scipy/scipy/issues/11033>`__: deadlock on osx > for python 3.8 > * `#11041 <https://github.com/scipy/scipy/issues/11041>`__: Test failure in > wheel builds for TestTf2zpk.test_simple > * `#11089 <https://github.com/scipy/scipy/issues/11089>`__: Regression in > scipy.stats where distribution will not accept loc and scale parameters > * `#11100 <https://github.com/scipy/scipy/issues/11100>`__: BUG: > multiscale_graphcorr random state seeding and parallel use > * `#11121 <https://github.com/scipy/scipy/issues/11121>`__: Calls to > `scipy.interpolate.splprep` increase RAM usage. > * `#11125 <https://github.com/scipy/scipy/issues/11125>`__: BUG: segfault > when slicing a CSR or CSC sparse matrix with slice start index > stop index > * `#11198 <https://github.com/scipy/scipy/issues/11198>`__: BUG: sparse > eigs (arpack) shift-invert drops the smallest eigenvalue for some k > > Pull requests for 1.4.0 > ------------------------------- > > * `#4591 <https://github.com/scipy/scipy/pull/4591>`__: BUG, TST: Several > issues with scipy.signal.residue > * `#6629 <https://github.com/scipy/scipy/pull/6629>`__: ENH: sparse: > canonicalize on initialization > * `#7076 <https://github.com/scipy/scipy/pull/7076>`__: ENH: add complex > wavelet support to scipy.signal.cwt. > * `#8681 <https://github.com/scipy/scipy/pull/8681>`__: ENH add generalized > inverse Gaussian distribution to scipy.stats > * `#9064 <https://github.com/scipy/scipy/pull/9064>`__: BUG/ENH: Added > default _transpose into LinearOperator. Fixes... > * `#9215 <https://github.com/scipy/scipy/pull/9215>`__: ENH: Rbf > interpolation of large multi-dimensional data > * `#9311 <https://github.com/scipy/scipy/pull/9311>`__: ENH: Added voigt in > scipy.special. > * `#9642 <https://github.com/scipy/scipy/pull/9642>`__: ENH: integrate: > quad() for vector-valued functions > * `#9679 <https://github.com/scipy/scipy/pull/9679>`__: DOC: expand > docstring of exponweib distribution > * `#9684 <https://github.com/scipy/scipy/pull/9684>`__: TST: add ppc64le ci > testing > * `#9800 <https://github.com/scipy/scipy/pull/9800>`__: WIP : ENH: > Refactored _hungarian.py for speed and added a minimize/maximize… > * `#9847 <https://github.com/scipy/scipy/pull/9847>`__: DOC: Change > integrate tutorial to use solve_ivp instead of odeint > * `#9876 <https://github.com/scipy/scipy/pull/9876>`__: ENH: Use rfft when > possible in resampling > * `#9998 <https://github.com/scipy/scipy/pull/9998>`__: BUG: Do not remove > 1s when calling sparse: reshape method #9994 > * `#10002 <https://github.com/scipy/scipy/pull/10002>`__: ENH: adds > constraints for differential evolution > * `#10098 <https://github.com/scipy/scipy/pull/10098>`__: ENH: integrate: > add args argument to solve_ivp. > * `#10099 <https://github.com/scipy/scipy/pull/10099>`__: DOC: Add missing > docs for linprog unknown_options > * `#10104 <https://github.com/scipy/scipy/pull/10104>`__: BUG: Rewrite of > stats.truncnorm distribution. > * `#10105 <https://github.com/scipy/scipy/pull/10105>`__: MAINT improve > efficiency of rvs_ratio_uniforms in scipy.stats > * `#10107 <https://github.com/scipy/scipy/pull/10107>`__: TST: > dual_annealing set seed > * `#10108 <https://github.com/scipy/scipy/pull/10108>`__: ENH: stats: > improve kendall_tau cache usage > * `#10110 <https://github.com/scipy/scipy/pull/10110>`__: MAINT: _lib: Fix > a build warning. > * `#10114 <https://github.com/scipy/scipy/pull/10114>`__: FIX: only print > bounds when supported by minimizer (shgo) > * `#10115 <https://github.com/scipy/scipy/pull/10115>`__: TST: Add a test > with an almost singular design matrix for lsq_linear > * `#10118 <https://github.com/scipy/scipy/pull/10118>`__: MAINT: fix rdist > methods in scipy.stats > * `#10119 <https://github.com/scipy/scipy/pull/10119>`__: MAINT: improve > rvs of randint in scipy.stats > * `#10127 <https://github.com/scipy/scipy/pull/10127>`__: Fix typo in > record array field name (spatial-ckdtree-sparse_distance… > * `#10130 <https://github.com/scipy/scipy/pull/10130>`__: MAINT: ndimage: > Fix some compiler warnings. > * `#10131 <https://github.com/scipy/scipy/pull/10131>`__: DOC: Note the > solve_ivp args enhancement in the 1.4.0 release... > * `#10133 <https://github.com/scipy/scipy/pull/10133>`__: MAINT: add rvs > for semicircular in scipy.stats > * `#10138 <https://github.com/scipy/scipy/pull/10138>`__: BUG: special: > Invalid arguments to ellip_harm can crash Python. > * `#10139 <https://github.com/scipy/scipy/pull/10139>`__: MAINT: spatial: > Fix some compiler warnings in the file distance_wrap.c. > * `#10140 <https://github.com/scipy/scipy/pull/10140>`__: ENH: add handling > of NaN in RuntimeWarning except clause > * `#10142 <https://github.com/scipy/scipy/pull/10142>`__: DOC: return value > of scipy.special.comb > * `#10143 <https://github.com/scipy/scipy/pull/10143>`__: MAINT: Loosen > linprog tol > * `#10152 <https://github.com/scipy/scipy/pull/10152>`__: BUG: Fix custom > sampling input for shgo, add unittest > * `#10154 <https://github.com/scipy/scipy/pull/10154>`__: MAINT: add > moments and improve doc of mielke in scipy.stats > * `#10158 <https://github.com/scipy/scipy/pull/10158>`__: Issue #6999: read > zlib checksum before checking bytes read. > * `#10166 <https://github.com/scipy/scipy/pull/10166>`__: BUG: Correctly > handle broadcasted ydata in curve_fit pcov computation. > * `#10167 <https://github.com/scipy/scipy/pull/10167>`__: DOC: special: Add > missing factor of \`i\` to \`modstruve\` docstring > * `#10168 <https://github.com/scipy/scipy/pull/10168>`__: MAINT: stats: Fix > an incorrect comment. > * `#10169 <https://github.com/scipy/scipy/pull/10169>`__: ENH: optimize: > Clarify error when objective function returns... > * `#10172 <https://github.com/scipy/scipy/pull/10172>`__: DEV: Run tests in > parallel when --parallel flag is passed to... > * `#10173 <https://github.com/scipy/scipy/pull/10173>`__: ENH: Implement > DOP853 ODE integrator > * `#10176 <https://github.com/scipy/scipy/pull/10176>`__: Fixed typo > * `#10182 <https://github.com/scipy/scipy/pull/10182>`__: TST: fix test > issue for stats.pearsonr > * `#10184 <https://github.com/scipy/scipy/pull/10184>`__: MAINT: stats: > Simplify zmap and zscore (we can use keepdims now). > * `#10191 <https://github.com/scipy/scipy/pull/10191>`__: DOC: fix a > formatting issue in the scipy.spatial module docstring. > * `#10193 <https://github.com/scipy/scipy/pull/10193>`__: DOC: Updated > docstring for optimize.nnls > * `#10198 <https://github.com/scipy/scipy/pull/10198>`__: DOC, ENH: > special: Make \`hyp2f1\` references more specific > * `#10202 <https://github.com/scipy/scipy/pull/10202>`__: DOC: Format DST > and DCT definitions as latex equations > * `#10207 <https://github.com/scipy/scipy/pull/10207>`__: BUG: Compressed > matrix indexing should return a scalar > * `#10210 <https://github.com/scipy/scipy/pull/10210>`__: DOC: Update docs > for connection='weak' in connected_components > * `#10225 <https://github.com/scipy/scipy/pull/10225>`__: DOC: Clarify new > interfaces for legacy functions in 'optimize' > * `#10231 <https://github.com/scipy/scipy/pull/10231>`__: DOC, MAINT: gpg2 > updates to release docs / pavement > * `#10235 <https://github.com/scipy/scipy/pull/10235>`__: LICENSE: split > license file in standard BSD 3-clause and bundled. > * `#10238 <https://github.com/scipy/scipy/pull/10238>`__: ENH: Add new > scipy.fft module using pocketfft > * `#10243 <https://github.com/scipy/scipy/pull/10243>`__: BUG: fix ARFF > reader regression with quoted values. > * `#10248 <https://github.com/scipy/scipy/pull/10248>`__: DOC: update > README file > * `#10255 <https://github.com/scipy/scipy/pull/10255>`__: CI: bump OpenBLAS > to match wheels > * `#10264 <https://github.com/scipy/scipy/pull/10264>`__: TST: add tests > for stats.tvar with unflattened arrays > * `#10280 <https://github.com/scipy/scipy/pull/10280>`__: MAINT: stats: Use > a constant value for sqrt(2/PI). > * `#10286 <https://github.com/scipy/scipy/pull/10286>`__: Development > Documentation Overhaul > * `#10290 <https://github.com/scipy/scipy/pull/10290>`__: MAINT: Deprecate > NumPy functions in SciPy root > * `#10291 <https://github.com/scipy/scipy/pull/10291>`__: FIX: Avoid > importing xdist when checking for availability > * `#10295 <https://github.com/scipy/scipy/pull/10295>`__: Disable > deprecated Numpy API in __odrpack.c > * `#10296 <https://github.com/scipy/scipy/pull/10296>`__: ENH: C++ > extension for linear assignment problem > * `#10298 <https://github.com/scipy/scipy/pull/10298>`__: ENH: Made pade > function work with complex inputs > * `#10301 <https://github.com/scipy/scipy/pull/10301>`__: DOC: Fix critical > value significance levels in stats.anderson_ksamp > * `#10307 <https://github.com/scipy/scipy/pull/10307>`__: Minkowski > Distance Type Fix (issue #10262) > * `#10309 <https://github.com/scipy/scipy/pull/10309>`__: BUG: Pass > jac=None directly to lsoda > * `#10310 <https://github.com/scipy/scipy/pull/10310>`__: BUG: interpolate: > UnivariateSpline.derivative.ext is 'zeros'... > * `#10312 <https://github.com/scipy/scipy/pull/10312>`__: FIX: Fixing a > typo in a comment > * `#10314 <https://github.com/scipy/scipy/pull/10314>`__: scipy.spatial > enhancement request > * `#10315 <https://github.com/scipy/scipy/pull/10315>`__: DOC: Update > integration tutorial to solve_ivp > * `#10318 <https://github.com/scipy/scipy/pull/10318>`__: DOC: update the > example for PPoly.solve > * `#10333 <https://github.com/scipy/scipy/pull/10333>`__: TST: add tests > for stats.tvar with unflattened arrays > * `#10334 <https://github.com/scipy/scipy/pull/10334>`__: MAINT: special: > Remove deprecated \`hyp2f0\`, \`hyp1f2\`, and... > * `#10336 <https://github.com/scipy/scipy/pull/10336>`__: BUG: > linalg/interpolative: fix interp_decomp modifying input > * `#10341 <https://github.com/scipy/scipy/pull/10341>`__: BUG: > sparse.linalg/gmres: deprecate effect of callback on semantics... > * `#10344 <https://github.com/scipy/scipy/pull/10344>`__: DOC: improve > wording of mathematical formulation > * `#10345 <https://github.com/scipy/scipy/pull/10345>`__: ENH: Tiled QR > wrappers for scipy.linalg.lapack > * `#10350 <https://github.com/scipy/scipy/pull/10350>`__: MAINT: linalg: > Use the new fft subpackage in linalg.dft test... > * `#10351 <https://github.com/scipy/scipy/pull/10351>`__: BUG: Fix unstable > standard deviation calculation in histogram > * `#10353 <https://github.com/scipy/scipy/pull/10353>`__: Bug: > interpolate.NearestNDInterpolator (issue #10352) > * `#10357 <https://github.com/scipy/scipy/pull/10357>`__: DOC: linalg: > Refer to scipy.fft.fft (not fftpack) in the dft... > * `#10359 <https://github.com/scipy/scipy/pull/10359>`__: DOC: Update > roadmap now scipy.fft has been merged > * `#10361 <https://github.com/scipy/scipy/pull/10361>`__: ENH: Prefer > scipy.fft to scipy.fftpack in scipy.signal > * `#10371 <https://github.com/scipy/scipy/pull/10371>`__: DOC: Tweaks to > fft documentation > * `#10372 <https://github.com/scipy/scipy/pull/10372>`__: DOC: Fix typos > * `#10377 <https://github.com/scipy/scipy/pull/10377>`__: TST, MAINT: > adjustments for pytest 5.0 > * `#10378 <https://github.com/scipy/scipy/pull/10378>`__: ENH: _lib: allow > new np.random.Generator in check_random_state > * `#10379 <https://github.com/scipy/scipy/pull/10379>`__: BUG: sparse: set > writeability to be forward-compatible with numpy>=1.17 > * `#10381 <https://github.com/scipy/scipy/pull/10381>`__: BUG: Fixes > gh-7491, pdf at x=0 of fisk/burr/burr12/f distributions. > * `#10387 <https://github.com/scipy/scipy/pull/10387>`__: ENH: > optimize/bfgs: don't evaluate twice at initial point for... > * `#10392 <https://github.com/scipy/scipy/pull/10392>`__: [DOC] Add an > example for _binned_statistic_dd > * `#10396 <https://github.com/scipy/scipy/pull/10396>`__: Remove warning > about output shape of zoom > * `#10397 <https://github.com/scipy/scipy/pull/10397>`__: ENH: Add > check_finite to sp.linalg.norm > * `#10399 <https://github.com/scipy/scipy/pull/10399>`__: ENH: Add > __round__ method to sparse matrix > * `#10407 <https://github.com/scipy/scipy/pull/10407>`__: MAINT: drop > pybind11 from install_requires, it's only build-time... > * `#10408 <https://github.com/scipy/scipy/pull/10408>`__: TST: use > pytest.raises, not numpy assert_raises > * `#10409 <https://github.com/scipy/scipy/pull/10409>`__: CI: uninstall > nose on Travis > * `#10410 <https://github.com/scipy/scipy/pull/10410>`__: [ENH] ncx2 > dispatch to chi2 when nc=0 > * `#10411 <https://github.com/scipy/scipy/pull/10411>`__: TST: optimize: > test should use assert_allclose for fp comparisons > * `#10414 <https://github.com/scipy/scipy/pull/10414>`__: DOC: add pybind11 > to the other part of quickstart guides > * `#10417 <https://github.com/scipy/scipy/pull/10417>`__: DOC: special: > don't mark non-ufuncs with a \`[+]\` > * `#10423 <https://github.com/scipy/scipy/pull/10423>`__: FIX: Use > pybind11::isinstace to check array dtypes > * `#10424 <https://github.com/scipy/scipy/pull/10424>`__: DOC: add doctest > example for binary data for ttest_ind_from_stats > * `#10425 <https://github.com/scipy/scipy/pull/10425>`__: ENH: Add missing > Hermitian transforms to scipy.fft > * `#10426 <https://github.com/scipy/scipy/pull/10426>`__: MAINT: Fix doc > build bugs > * `#10431 <https://github.com/scipy/scipy/pull/10431>`__: Update numpy > version for AIX > * `#10433 <https://github.com/scipy/scipy/pull/10433>`__: MAINT: Minor > fixes for the stats > * `#10434 <https://github.com/scipy/scipy/pull/10434>`__: BUG: special: > make \`ndtri\` return NaN outside domain of definition > * `#10435 <https://github.com/scipy/scipy/pull/10435>`__: BUG: Allow > integer input data in scipy.stats.yeojohnson > * `#10438 <https://github.com/scipy/scipy/pull/10438>`__: [DOC] Add example > for kurtosis > * `#10440 <https://github.com/scipy/scipy/pull/10440>`__: ENH: special: > make \`ellipk\` a ufunc > * `#10443 <https://github.com/scipy/scipy/pull/10443>`__: MAINT: ndimage: > malloc fail check > * `#10447 <https://github.com/scipy/scipy/pull/10447>`__: BLD: Divert > output from test compiles into a temporary directory > * `#10451 <https://github.com/scipy/scipy/pull/10451>`__: MAINT: signal: > malloc fail check > * `#10455 <https://github.com/scipy/scipy/pull/10455>`__: BUG: special: fix > values of \`hyperu\` for negative \`x\` > * `#10456 <https://github.com/scipy/scipy/pull/10456>`__: DOC: Added > comment clarifying the call for dcsrch.f in lbfgsb.f > * `#10457 <https://github.com/scipy/scipy/pull/10457>`__: BUG: Allow > ckdtree to accept empty data input > * `#10459 <https://github.com/scipy/scipy/pull/10459>`__: BUG:TST: Compute > lwork safely > * `#10460 <https://github.com/scipy/scipy/pull/10460>`__: [DOC] Add example > to entropy > * `#10461 <https://github.com/scipy/scipy/pull/10461>`__: DOC: Quickstart > Guide updates > * `#10462 <https://github.com/scipy/scipy/pull/10462>`__: TST: special: > only show max atol/rtol for test points that failed > * `#10465 <https://github.com/scipy/scipy/pull/10465>`__: BUG: Correctly > align fft inputs > * `#10467 <https://github.com/scipy/scipy/pull/10467>`__: ENH: lower-memory > duplicate generator checking in spatial.SphericalVoronoi > * `#10470 <https://github.com/scipy/scipy/pull/10470>`__: ENH: Normalise > the inverse DCT/DST in scipy.fft > * `#10472 <https://github.com/scipy/scipy/pull/10472>`__: BENCH: adjust > timeout for slow setup_cache > * `#10475 <https://github.com/scipy/scipy/pull/10475>`__: CI: include > python debug for Travis-ci > * `#10476 <https://github.com/scipy/scipy/pull/10476>`__: TST: special: use > \`__tracebackhide__\` to get better error messages > * `#10477 <https://github.com/scipy/scipy/pull/10477>`__: ENH: faster > region building in spatial.SphericalVoronoi > * `#10479 <https://github.com/scipy/scipy/pull/10479>`__: BUG: stats: Fix a > few issues with the distributions' fit method. > * `#10480 <https://github.com/scipy/scipy/pull/10480>`__: Add RuntimeError > in _distn_infrastructure.py in fit() method > * `#10481 <https://github.com/scipy/scipy/pull/10481>`__: BENCH, MAINT: > wheel_cache_size has been renamed build_cache_size > * `#10494 <https://github.com/scipy/scipy/pull/10494>`__: ENH: faster > circumcenter calculation in spatial.SphericalVoronoi > * `#10500 <https://github.com/scipy/scipy/pull/10500>`__: Splrep > _curfit_cache global variable bugfix > * `#10503 <https://github.com/scipy/scipy/pull/10503>`__: BUG: > spatial/qhull: get HalfspaceIntersection.dual_points from... > * `#10506 <https://github.com/scipy/scipy/pull/10506>`__: DOC: interp2d, > note nearest neighbor extrapolation > * `#10507 <https://github.com/scipy/scipy/pull/10507>`__: MAINT: Remove > fortran fftpack library in favour of pypocketfft > * `#10508 <https://github.com/scipy/scipy/pull/10508>`__: TST: fix a bug in > the circular import test. > * `#10509 <https://github.com/scipy/scipy/pull/10509>`__: MAINT: Set up > _build_utils as subpackage > * `#10516 <https://github.com/scipy/scipy/pull/10516>`__: BUG: Use nogil > contexts in cKDTree > * `#10517 <https://github.com/scipy/scipy/pull/10517>`__: ENH: fftconvolve > should not FFT broadcastable axes > * `#10518 <https://github.com/scipy/scipy/pull/10518>`__: ENH: Speedup > fftconvolve > * `#10520 <https://github.com/scipy/scipy/pull/10520>`__: DOC: Proper .rst > formatting for deprecated features and Backwards... > * `#10523 <https://github.com/scipy/scipy/pull/10523>`__: DOC: Improve > scipy.signal.resample documentation > * `#10524 <https://github.com/scipy/scipy/pull/10524>`__: ENH: Add MGC to > scipy.stats > * `#10525 <https://github.com/scipy/scipy/pull/10525>`__: [ENH] ncx2.ppf > dispatch to chi2 when nc=0 > * `#10526 <https://github.com/scipy/scipy/pull/10526>`__: DOC: clarify > laplacian normalization > * `#10528 <https://github.com/scipy/scipy/pull/10528>`__: API: Rename > scipy.fft DCT/DST shape argument to s > * `#10531 <https://github.com/scipy/scipy/pull/10531>`__: BUG: fixed > improper rotations in spatial.transform.rotation.match_vectors > * `#10533 <https://github.com/scipy/scipy/pull/10533>`__: [DOC] Add example > for winsorize function > * `#10539 <https://github.com/scipy/scipy/pull/10539>`__: MAINT: special: > don't register \`i0\` with \`numpy.dual\` > * `#10540 <https://github.com/scipy/scipy/pull/10540>`__: MAINT: Fix Travis > and Circle > * `#10542 <https://github.com/scipy/scipy/pull/10542>`__: MAINT: > interpolate: use cython_lapack > * `#10547 <https://github.com/scipy/scipy/pull/10547>`__: Feature request. > Add furthest site Voronoi diagrams to scipy.spatial.plotutils. > * `#10549 <https://github.com/scipy/scipy/pull/10549>`__: [BUG] Fix bug in > trimr when inclusive=False > * `#10552 <https://github.com/scipy/scipy/pull/10552>`__: add > scipy.signal.upfirdn signal extension modes > * `#10555 <https://github.com/scipy/scipy/pull/10555>`__: MAINT: special: > move \`c_misc\` into Cephes > * `#10556 <https://github.com/scipy/scipy/pull/10556>`__: [DOC] Add example > for trima > * `#10562 <https://github.com/scipy/scipy/pull/10562>`__: [DOC] Fix triple > string fo trimmed so that __doc__ can show... > * `#10563 <https://github.com/scipy/scipy/pull/10563>`__: improve > least_squares error msg for mismatched shape > * `#10564 <https://github.com/scipy/scipy/pull/10564>`__: ENH: linalg: > memoize get_lapack/blas_funcs to speed it up > * `#10566 <https://github.com/scipy/scipy/pull/10566>`__: ENH: add > implementation of solver for the maximum flow problem > * `#10567 <https://github.com/scipy/scipy/pull/10567>`__: BUG: spatial: use > c++11 construct for getting start of vector... > * `#10568 <https://github.com/scipy/scipy/pull/10568>`__: DOC: special: > small tweaks to the \`zetac\` docstring > * `#10571 <https://github.com/scipy/scipy/pull/10571>`__: [ENH] > Gaussian_kde can accept matrix dataset > * `#10574 <https://github.com/scipy/scipy/pull/10574>`__: ENH: linalg: > speed up _compute_lwork by avoiding numpy constructs > * `#10582 <https://github.com/scipy/scipy/pull/10582>`__: Fix typos with > typos in bundled libraries reverted > * `#10583 <https://github.com/scipy/scipy/pull/10583>`__: ENH: special: add > the analytic continuation of Riemann zeta > * `#10584 <https://github.com/scipy/scipy/pull/10584>`__: MAINT: special: > clean up \`special.__all__\` > * `#10586 <https://github.com/scipy/scipy/pull/10586>`__: BUG: > multidimensional scipy.fft functions should accept 's' rather... > * `#10587 <https://github.com/scipy/scipy/pull/10587>`__: BUG: > integrate/lsoda: never abort run, set error istate instead > * `#10594 <https://github.com/scipy/scipy/pull/10594>`__: API: Replicate > numpy's fftn behaviour when s is given but not... > * `#10599 <https://github.com/scipy/scipy/pull/10599>`__: DOC: dev: update > documentation vs. github pull request workflow... > * `#10603 <https://github.com/scipy/scipy/pull/10603>`__: MAINT: installer > scripts removed > * `#10604 <https://github.com/scipy/scipy/pull/10604>`__: MAINT: Change > c\*np.ones(...) to np.full(..., c, ...) in many... > * `#10608 <https://github.com/scipy/scipy/pull/10608>`__: Univariate > splines should require x to be strictly increasing... > * `#10613 <https://github.com/scipy/scipy/pull/10613>`__: ENH: Add seed > option for gaussian_kde.resample > * `#10614 <https://github.com/scipy/scipy/pull/10614>`__: ENH: Add parallel > computation to scipy.fft > * `#10615 <https://github.com/scipy/scipy/pull/10615>`__: MAINT: > interpolate: remove unused header file > * `#10616 <https://github.com/scipy/scipy/pull/10616>`__: MAINT: Clean up > 32-bit platform xfail markers > * `#10618 <https://github.com/scipy/scipy/pull/10618>`__: BENCH: Added > 'trust-constr' to minimize benchmarks > * `#10621 <https://github.com/scipy/scipy/pull/10621>`__: [MRG] multiple > stability updates in lobpcg > * `#10622 <https://github.com/scipy/scipy/pull/10622>`__: MAINT: forward > port 1.3.1 release notes > * `#10624 <https://github.com/scipy/scipy/pull/10624>`__: DOC: stats: Fix > spelling of 'support'. > * `#10627 <https://github.com/scipy/scipy/pull/10627>`__: DOC: stats: Add > references for the alpha distribution. > * `#10629 <https://github.com/scipy/scipy/pull/10629>`__: MAINT: special: > avoid overflow longer in \`zeta\` for negative... > * `#10630 <https://github.com/scipy/scipy/pull/10630>`__: TST: GH10271, > relax test assertion, fixes #10271 > * `#10631 <https://github.com/scipy/scipy/pull/10631>`__: DOC: nelder-mean > uses xatol fixes #10036 > * `#10633 <https://github.com/scipy/scipy/pull/10633>`__: BUG: interpolate: > integral(a, b) should be zero when both limits... > * `#10635 <https://github.com/scipy/scipy/pull/10635>`__: DOC: special: > complete hypergeometric functions documentation > * `#10636 <https://github.com/scipy/scipy/pull/10636>`__: BUG: special: use > series for \`hyp1f1\` when it converges rapidly > * `#10641 <https://github.com/scipy/scipy/pull/10641>`__: ENH: allow > matching of general bipartite graphs > * `#10643 <https://github.com/scipy/scipy/pull/10643>`__: ENH: > scipy.sparse.linalg.spsolve triangular unit diagonal > * `#10650 <https://github.com/scipy/scipy/pull/10650>`__: ENH: Cythonize > sosfilt > * `#10654 <https://github.com/scipy/scipy/pull/10654>`__: DOC: Vertical > alignment of table entries > * `#10655 <https://github.com/scipy/scipy/pull/10655>`__: ENH: Dockerfile > for scipy development > * `#10660 <https://github.com/scipy/scipy/pull/10660>`__: TST: clean up > tests for rvs in scipy.stats > * `#10664 <https://github.com/scipy/scipy/pull/10664>`__: Throw error on > non-finite input for binned_statistic_dd() > * `#10665 <https://github.com/scipy/scipy/pull/10665>`__: DOC: special: > improve the docstrings for \`gamma\` and \`gammasgn\` > * `#10669 <https://github.com/scipy/scipy/pull/10669>`__: TST: Update > scipy.fft real transform tests > * `#10670 <https://github.com/scipy/scipy/pull/10670>`__: DOC: Clarify docs > and error messages for scipy.signal.butter > * `#10672 <https://github.com/scipy/scipy/pull/10672>`__: ENH: return > solution attribute when using events in solve_ivp > * `#10675 <https://github.com/scipy/scipy/pull/10675>`__: MAINT: special: > add an explicit NaN check for \`iv\` arguments > * `#10679 <https://github.com/scipy/scipy/pull/10679>`__: DOC: special: Add > documentation for \`beta\` function > * `#10681 <https://github.com/scipy/scipy/pull/10681>`__: TST: > sparse.linalg: fix arnoldi test seed > * `#10682 <https://github.com/scipy/scipy/pull/10682>`__: DOC: special: Add > documentation for \`betainc\` function > * `#10684 <https://github.com/scipy/scipy/pull/10684>`__: TST: special: > require Mpmath 1.1.0 for \`test_hyperu_around_0\` > * `#10686 <https://github.com/scipy/scipy/pull/10686>`__: FIX: sphinx > isattributedescriptor is not available in sphinx... > * `#10687 <https://github.com/scipy/scipy/pull/10687>`__: DOC: added Docker > quickstart guide by @andyfaff > * `#10689 <https://github.com/scipy/scipy/pull/10689>`__: DOC: special: > clarify format of parameters/returns sections for... > * `#10690 <https://github.com/scipy/scipy/pull/10690>`__: DOC: special: > improve docstrings of incomplete gamma functions > * `#10692 <https://github.com/scipy/scipy/pull/10692>`__: ENH: > higher-dimensional input in \`spatial.SphericalVoronoi\` > * `#10694 <https://github.com/scipy/scipy/pull/10694>`__: ENH: > ScalarFunction.fun_and_grad > * `#10698 <https://github.com/scipy/scipy/pull/10698>`__: DOC: special: Add > documentation for \`betaincinv\` > * `#10699 <https://github.com/scipy/scipy/pull/10699>`__: MAINT: remove > time print lbfgsb fixes #8417 > * `#10701 <https://github.com/scipy/scipy/pull/10701>`__: TST, MAINT: bump > OpenBLAS to 0.3.7 stable > * `#10702 <https://github.com/scipy/scipy/pull/10702>`__: DOC: clarify > iterations consume multiple function calls > * `#10703 <https://github.com/scipy/scipy/pull/10703>`__: DOC: iprint doc > lbfgsb closes #5482 > * `#10708 <https://github.com/scipy/scipy/pull/10708>`__: TST: test > suggested in gh1758 > * `#10710 <https://github.com/scipy/scipy/pull/10710>`__: ENH: Added > nan_policy to circ functions in \`stats\` > * `#10712 <https://github.com/scipy/scipy/pull/10712>`__: ENH: add axis > parameter to stats.entropy > * `#10714 <https://github.com/scipy/scipy/pull/10714>`__: DOC: Formatting > fix rv_continuous.expect docs > * `#10715 <https://github.com/scipy/scipy/pull/10715>`__: DOC: BLD: update > doc Makefile for python version; add scipy version... > * `#10717 <https://github.com/scipy/scipy/pull/10717>`__: MAINT: modernize > doc/Makefile > * `#10719 <https://github.com/scipy/scipy/pull/10719>`__: Enable setting > minres initial vector > * `#10720 <https://github.com/scipy/scipy/pull/10720>`__: DOC: silence > random warning in doc build for \`stats.binned_statistic_dd\` > * `#10724 <https://github.com/scipy/scipy/pull/10724>`__: DEV: Add doc > option to runtests.py > * `#10728 <https://github.com/scipy/scipy/pull/10728>`__: MAINT: get rid of > gramA, gramB text files that lobpcg tests leave... > * `#10732 <https://github.com/scipy/scipy/pull/10732>`__: DOC: add min_only > to docstring for Dijkstra's algorithm > * `#10734 <https://github.com/scipy/scipy/pull/10734>`__: DOC: spell out > difference between source and target in shortest... > * `#10735 <https://github.com/scipy/scipy/pull/10735>`__: Fix for Python 4 > * `#10739 <https://github.com/scipy/scipy/pull/10739>`__: BUG: > optimize/slsqp: deal with singular BFGS update > * `#10741 <https://github.com/scipy/scipy/pull/10741>`__: ENH: LAPACK > wrappers for ?geequ, ?geequb, ?syequb, ?heequb > * `#10742 <https://github.com/scipy/scipy/pull/10742>`__: DOC: special: add > to the docstring of \`gammaln\` > * `#10743 <https://github.com/scipy/scipy/pull/10743>`__: ENH: special: add > a real dispatch for \`wrightomega\` > * `#10746 <https://github.com/scipy/scipy/pull/10746>`__: MAINT: Fix typos > in comments, docs and test name > * `#10747 <https://github.com/scipy/scipy/pull/10747>`__: Remove spurious > quotes > * `#10750 <https://github.com/scipy/scipy/pull/10750>`__: MAINT: make > cython code more precise > * `#10751 <https://github.com/scipy/scipy/pull/10751>`__: MAINT: Check that > scipy.linalg.lapack functions are documented > * `#10752 <https://github.com/scipy/scipy/pull/10752>`__: MAINT: special: > use \`sf_error\` in Cephes > * `#10755 <https://github.com/scipy/scipy/pull/10755>`__: DOC: cluster: Add > 'See Also' and 'Examples' for kmeans2. > * `#10763 <https://github.com/scipy/scipy/pull/10763>`__: MAINT: list of > minimize methods > * `#10768 <https://github.com/scipy/scipy/pull/10768>`__: BUG: Fix corner > case for sos2zpk > * `#10773 <https://github.com/scipy/scipy/pull/10773>`__: Fix error type > for complex input to scipy.fftpack.rfft and irfft > * `#10776 <https://github.com/scipy/scipy/pull/10776>`__: ENH: handle > geodesic input in \`spatial.SphericalVoronoi\` > * `#10777 <https://github.com/scipy/scipy/pull/10777>`__: MAINT: > minimizer-->custom should handle the kinds of bounds/constrain…... > * `#10781 <https://github.com/scipy/scipy/pull/10781>`__: ENH: > solve_triangular C order improvement > * `#10787 <https://github.com/scipy/scipy/pull/10787>`__: Fix behavior of > \`exp1\` on branch cut and add docstring > * `#10789 <https://github.com/scipy/scipy/pull/10789>`__: DOC: special: add > parameters/returns doc sections for erfc/erfcx/erfi > * `#10790 <https://github.com/scipy/scipy/pull/10790>`__: Travis CI: sudo > is deprecated and Xenial is default distro > * `#10792 <https://github.com/scipy/scipy/pull/10792>`__: DOC: special: add > full docstring for \`expi\` > * `#10799 <https://github.com/scipy/scipy/pull/10799>`__: DOC: special: add > a complete docstring for \`expn\` > * `#10800 <https://github.com/scipy/scipy/pull/10800>`__: Docs edits (GSoD) > * `#10802 <https://github.com/scipy/scipy/pull/10802>`__: BUG: fix > UnboundLocalError in Radau (scipy#10775) > * `#10804 <https://github.com/scipy/scipy/pull/10804>`__: ENH: Speed up > next_fast_len with LRU cache > * `#10805 <https://github.com/scipy/scipy/pull/10805>`__: DOC: Fix > unbalanced quotes in signal.place_poles > * `#10809 <https://github.com/scipy/scipy/pull/10809>`__: ENH: Speed up > next_fast_len > * `#10810 <https://github.com/scipy/scipy/pull/10810>`__: ENH: Raise > catchable exceptions for bad Fortran files > * `#10811 <https://github.com/scipy/scipy/pull/10811>`__: MAINT: optimize: > Remove extra variable from _remove_redundancy_dense > * `#10813 <https://github.com/scipy/scipy/pull/10813>`__: MAINT: special: > Remove unused variables from _kolmogi and _smirnovi > * `#10815 <https://github.com/scipy/scipy/pull/10815>`__: DOC, API: > scipy.stats.reciprocal is "log-uniform" > * `#10816 <https://github.com/scipy/scipy/pull/10816>`__: MAINT: special: > remove deprecated \`bessel_diff_formula\` > * `#10817 <https://github.com/scipy/scipy/pull/10817>`__: DOC: special: > complete the docstring for \`fresnel\` > * `#10820 <https://github.com/scipy/scipy/pull/10820>`__: Fixed > compiler_helper.py to allow compilation with ICC on Linux > * `#10823 <https://github.com/scipy/scipy/pull/10823>`__: DOC: updated > reference guide text for consistency in writing... > * `#10825 <https://github.com/scipy/scipy/pull/10825>`__: MAINT: special: > change some features of the Voigt function > * `#10828 <https://github.com/scipy/scipy/pull/10828>`__: MAINT: integrate: > Remove unused variable from init_callback > * `#10830 <https://github.com/scipy/scipy/pull/10830>`__: Adding LOBPCG > solver in svds in addition to ARPACK > * `#10837 <https://github.com/scipy/scipy/pull/10837>`__: WIP: ENH: > reduction function for \`spatial.tranform.Rotation\`... > * `#10843 <https://github.com/scipy/scipy/pull/10843>`__: ENH: Adding > optional parameter to stats.zscores to allow for... > * `#10845 <https://github.com/scipy/scipy/pull/10845>`__: Rebase kruskal > fix > * `#10847 <https://github.com/scipy/scipy/pull/10847>`__: remove redundant > __getitem__ from scipy.sparse.lil > * `#10848 <https://github.com/scipy/scipy/pull/10848>`__: Better handling > of empty (not missing) docstrings > * `#10849 <https://github.com/scipy/scipy/pull/10849>`__: ENH: implement > rmatmat for LinearOperator > * `#10850 <https://github.com/scipy/scipy/pull/10850>`__: MAINT : > Refactoring lil List of Lists > * `#10851 <https://github.com/scipy/scipy/pull/10851>`__: DOC: add a > generative art example to the scipy.spatial tutorial. > * `#10852 <https://github.com/scipy/scipy/pull/10852>`__: DOC: linalg: > fixed gh-10838 unused imports in example deleted > * `#10854 <https://github.com/scipy/scipy/pull/10854>`__: DOC: special: add > a full docstring for \`pdtr\` > * `#10861 <https://github.com/scipy/scipy/pull/10861>`__: ENH: option to > reuse binnumbers in stats.binned_statistic_dd > * `#10863 <https://github.com/scipy/scipy/pull/10863>`__: DOC: partial > standardization and validation of scipy.stats reference... > * `#10865 <https://github.com/scipy/scipy/pull/10865>`__: BUG: special: fix > incomplete gamma functions for infinite \`a\` > * `#10866 <https://github.com/scipy/scipy/pull/10866>`__: ENH: calculation > of mean in spatial.transform.Rotation > * `#10867 <https://github.com/scipy/scipy/pull/10867>`__: MAINT: Also store > latex directory > * `#10869 <https://github.com/scipy/scipy/pull/10869>`__: ENH: Implement > overlap-add convolution > * `#10870 <https://github.com/scipy/scipy/pull/10870>`__: ENH: Do not raise > EOF error if wavfile data read > * `#10876 <https://github.com/scipy/scipy/pull/10876>`__: ENH: Add > beta-binomial distribution to scipy.stats > * `#10878 <https://github.com/scipy/scipy/pull/10878>`__: MAINT: Update R > project URL > * `#10883 <https://github.com/scipy/scipy/pull/10883>`__: MAINT: (ndimage) > More robust check for output being a numpy dtype > * `#10884 <https://github.com/scipy/scipy/pull/10884>`__: DOC: Added > instructions on adding a new distribution to scipy.stats. > * `#10885 <https://github.com/scipy/scipy/pull/10885>`__: [BUG] fix lobpcg > with maxiter=None results in Exception > * `#10899 <https://github.com/scipy/scipy/pull/10899>`__: ENH: Match R > functionality for hmean > * `#10900 <https://github.com/scipy/scipy/pull/10900>`__: MAINT: stats: Use > keepdims to simplify a few lines in power_divergence. > * `#10901 <https://github.com/scipy/scipy/pull/10901>`__: ENH: > sparse/linalg: support pydata/sparse matrices > * `#10907 <https://github.com/scipy/scipy/pull/10907>`__: Check whether > \`maxiter\` is integer > * `#10912 <https://github.com/scipy/scipy/pull/10912>`__: ENH: warn user > that quad() ignores \`points=...\` when \`weight=...\`... > * `#10918 <https://github.com/scipy/scipy/pull/10918>`__: CI: fix Travis CI > py3.8 build > * `#10920 <https://github.com/scipy/scipy/pull/10920>`__: MAINT: Update > constants to codata 2018 values (second try) > * `#10921 <https://github.com/scipy/scipy/pull/10921>`__: ENH: > scipy.sparse.lil: tocsr accelerated > * `#10924 <https://github.com/scipy/scipy/pull/10924>`__: BUG: Forbid > passing 'args' as kwarg in scipy.optimize.curve_fit > * `#10928 <https://github.com/scipy/scipy/pull/10928>`__: DOC: Add examples > to io.wavfile docstrings > * `#10934 <https://github.com/scipy/scipy/pull/10934>`__: typo fix > * `#10935 <https://github.com/scipy/scipy/pull/10935>`__: BUG: Avoid > undefined behaviour on float to unsigned conversion > * `#10936 <https://github.com/scipy/scipy/pull/10936>`__: DOC: Added > missing example to stats.mstats.variation > * `#10939 <https://github.com/scipy/scipy/pull/10939>`__: ENH: > scipy.sparse.lil: tocsr accelerated depending on density > * `#10946 <https://github.com/scipy/scipy/pull/10946>`__: BUG: setting > verbose > 2 in minimize with trust-constr method... > * `#10947 <https://github.com/scipy/scipy/pull/10947>`__: DOC: special: > small improvements to the \`poch\` docstring > * `#10949 <https://github.com/scipy/scipy/pull/10949>`__: BUG: fix return > type of erlang_gen._argcheck > * `#10951 <https://github.com/scipy/scipy/pull/10951>`__: DOC: fixed Ricker > wavelet formula > * `#10954 <https://github.com/scipy/scipy/pull/10954>`__: BUG: special: fix > \`factorial\` return type for 0-d inputs > * `#10955 <https://github.com/scipy/scipy/pull/10955>`__: MAINT: Relax the > assert_unitary atol value > * `#10956 <https://github.com/scipy/scipy/pull/10956>`__: WIP: make > pdtr(int, double) be pdtr(double, double) > * `#10957 <https://github.com/scipy/scipy/pull/10957>`__: BUG: Ensure full > binary compatibility of long double test data > * `#10964 <https://github.com/scipy/scipy/pull/10964>`__: ENH: Make Slerp > callable with a scalar argument > * `#10972 <https://github.com/scipy/scipy/pull/10972>`__: BUG: Handle > complex gains in zpk2sos > * `#10975 <https://github.com/scipy/scipy/pull/10975>`__: TST: skip > test_kendalltau ppc64le > * `#10978 <https://github.com/scipy/scipy/pull/10978>`__: BUG: boxcox data > dimension and constancy check #5112 > * `#10979 <https://github.com/scipy/scipy/pull/10979>`__: API: Rename dcm > to (rotation) matrix in Rotation class > * `#10981 <https://github.com/scipy/scipy/pull/10981>`__: MAINT: add > support for a==0 and x>0 edge case to igam and igamc > * `#10986 <https://github.com/scipy/scipy/pull/10986>`__: MAINT: Remove > direct imports from numpy in signaltools.py > * `#10988 <https://github.com/scipy/scipy/pull/10988>`__: BUG: signal: > fixed issue #10360 > * `#10989 <https://github.com/scipy/scipy/pull/10989>`__: FIX > binned_statistic_dd Mac wheel test fails > * `#10990 <https://github.com/scipy/scipy/pull/10990>`__: BUG: Fix memory > leak in shgo triangulation > * `#10992 <https://github.com/scipy/scipy/pull/10992>`__: TST: Relax > tolerance in upfirdn test_modes > * `#10993 <https://github.com/scipy/scipy/pull/10993>`__: TST: bump > tolerance in optimize tests > * `#10997 <https://github.com/scipy/scipy/pull/10997>`__: MAINT: Rework > residue and residuez > * `#11001 <https://github.com/scipy/scipy/pull/11001>`__: DOC: Updated > Windows build tutorial > * `#11004 <https://github.com/scipy/scipy/pull/11004>`__: BUG: > integrate/quad_vec: fix several bugs in quad_vec > * `#11005 <https://github.com/scipy/scipy/pull/11005>`__: TST: add Python > 3.8 Win CI > * `#11006 <https://github.com/scipy/scipy/pull/11006>`__: DOC: special: add > a reference for \`kl_div\` > * `#11012 <https://github.com/scipy/scipy/pull/11012>`__: MAINT: Rework > invres and invresz > * `#11015 <https://github.com/scipy/scipy/pull/11015>`__: DOC: special: add > references for \`rel_entr\` > * `#11017 <https://github.com/scipy/scipy/pull/11017>`__: DOC: numpydoc > validation of morestats.py > * `#11018 <https://github.com/scipy/scipy/pull/11018>`__: MAINT: Filter > unrelated warning > * `#11031 <https://github.com/scipy/scipy/pull/11031>`__: MAINT: update > choose_conv_method for pocketfft implementation > * `#11034 <https://github.com/scipy/scipy/pull/11034>`__: MAINT: TST: Skip > tests with multiprocessing that use "spawn"... > * `#11036 <https://github.com/scipy/scipy/pull/11036>`__: DOC: update > doc/README with some more useful content. > * `#11037 <https://github.com/scipy/scipy/pull/11037>`__: DOC: special: add > a complete docstring for \`rgamma\` > * `#11038 <https://github.com/scipy/scipy/pull/11038>`__: DOC: special: add > a reference for the polygamma function > * `#11042 <https://github.com/scipy/scipy/pull/11042>`__: TST: fix tf2zpk > test failure due to incorrect complex sorting. > * `#11044 <https://github.com/scipy/scipy/pull/11044>`__: MAINT: > choose_conv_method can choose fftconvolution for longcomplex > * `#11046 <https://github.com/scipy/scipy/pull/11046>`__: TST: Reduce > tolerance for ppc64le with reference lapack > * `#11048 <https://github.com/scipy/scipy/pull/11048>`__: DOC: special: add > reference for orthogonal polynomial functions > * `#11049 <https://github.com/scipy/scipy/pull/11049>`__: MAINT: proper > random number initialization and readability fix > * `#11051 <https://github.com/scipy/scipy/pull/11051>`__: MAINT: pep8 > cleanup > * `#11054 <https://github.com/scipy/scipy/pull/11054>`__: TST: bump test > precision for dual_annealing SLSQP test > * `#11055 <https://github.com/scipy/scipy/pull/11055>`__: DOC: special: add > a reference for \`zeta\` > * `#11056 <https://github.com/scipy/scipy/pull/11056>`__: API: Deprecated > normalized keyword in Rotation > * `#11065 <https://github.com/scipy/scipy/pull/11065>`__: DOC: Ubuntu > Development Environment Quickstart should not modify... > * `#11066 <https://github.com/scipy/scipy/pull/11066>`__: BUG: skip > deprecation for numpy top-level types > * `#11067 <https://github.com/scipy/scipy/pull/11067>`__: DOC: updated > documentation for consistency in writing style > * `#11070 <https://github.com/scipy/scipy/pull/11070>`__: DOC: Amendment to > Ubuntu Development Environment Quickstart should... > * `#11073 <https://github.com/scipy/scipy/pull/11073>`__: DOC: fix 1.4.0 > release notes > * `#11081 <https://github.com/scipy/scipy/pull/11081>`__: API: Replace > Rotation.match_vectors with align_vectors > * `#11083 <https://github.com/scipy/scipy/pull/11083>`__: DOC: more 1.4.0 > release note fixes > * `#11092 <https://github.com/scipy/scipy/pull/11092>`__: BUG: stats: fix > freezing of some distributions > * `#11096 <https://github.com/scipy/scipy/pull/11096>`__: BUG: > scipy.sparse.csgraph: fixed issue #10774 > * `#11124 <https://github.com/scipy/scipy/pull/11124>`__: fix Cython > warnings related to _stats.pyx > * `#11126 <https://github.com/scipy/scipy/pull/11126>`__: BUG: > interpolate/fitpack: fix memory leak in splprep > * `#11127 <https://github.com/scipy/scipy/pull/11127>`__: Avoid potential > segfault in CSR and CSC matrix indexing > * `#11152 <https://github.com/scipy/scipy/pull/11152>`__: BUG: Fix random > state bug multiscale_graphcorr > * `#11166 <https://github.com/scipy/scipy/pull/11166>`__: BUG: empty sparse > slice shapes > * `#11167 <https://github.com/scipy/scipy/pull/11167>`__: BUG: redundant > fft in signal.resample > * `#11181 <https://github.com/scipy/scipy/pull/11181>`__: TST: Fix > tolerance of tests for aarch64 > * `#11182 <https://github.com/scipy/scipy/pull/11182>`__: TST: Bump up > tolerance for test_maxiter_worsening > * `#11199 <https://github.com/scipy/scipy/pull/11199>`__: BUG: > sparse.linalg: mistake in unsymm. real shift-invert ARPACK eigenvalue > selection > > Checksums > ========= > > MD5 > ~~~ > > aa98f881f11681a35e18eadbf2c403fd > scipy-1.4.0-cp35-cp35m-macosx_10_6_intel.whl > d99b88d888f8a78a67896b2f895c3aba > scipy-1.4.0-cp35-cp35m-manylinux1_i686.whl > 13d1ab63e2ca8d2c2ac9f0b01f37b374 > scipy-1.4.0-cp35-cp35m-manylinux1_x86_64.whl > b9908d9dddf3fa5bd9b2458ea42c2813 scipy-1.4.0-cp35-cp35m-win32.whl > e6a6bb14d377ef8b893a710b9fcd05a8 scipy-1.4.0-cp35-cp35m-win_amd64.whl > 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