v1.16.1.1

This release targets SciPy 1.16.1 and requires Python 3.11-3.14, NumPy 1.25-2.3, and optype 0.13.4.

What's Changed

✨ Improvements

• sparse: improved block-related sparse construction functions by @JulVandenBroeck in #775
• sparse: improve the lil_matrix and lil_array constructors by @jorenham in #818
• stats: improve mode by @jorenham in #812
• stats: improve pearsonr by @jorenham in #814
• stats: improve sem by @jorenham in #815
• stats: improve zscore and gzscore by @jorenham in #816

🐛 Fixes

• sparse: fix the lil_matrix and lil_array constructors by @jorenham in #818
• stats: fix mode return type by @jorenham in #809

⬆️ Dependencies

• bump ruff to 0.12.9 and basedpyright to 1.31.2 by @jorenham in #813
• upgrade optype to 0.13.4 by @jorenham in #821
• pin uv_build by @jorenham in #821
• exclude pyright 1.1.404 by @jorenham in #823

Other Changes

• ♻️ stats: consistent typar naming and remove redundant float | defaults by @jorenham in #807

Full Changelog: v1.16.1.0...v1.16.1.1

v1.16.1.0

This is the first scipy-stubs release that officially supports SciPy 1.16.1. In these last 4 weeks of hard work, we've made many improvements to the accuracy and correctness of many annotations, and improved compatibility with older NumPy versions.
If you encounter any regressions or other issues, please report them at https://github.com/scipy/scipy-stubs/issues.

This release requires Python 3.11-3.14, NumPy 1.25.2 or greater, and optype 0.13.1 or greater.

What's Changed

👽️ SciPy 1.16.1 Changes

• 👽️ SciPy 1.16.1 support by @jorenham in #792

✨ Improvements

• 🏷️ linalg: stub more of the internal scipy machinery by @jorenham in #710
• ✨ linalg: support sparse arrays in clarkson_woodruff_transform by @jorenham in #711
• ✨ stub scipy._cyutility by @jorenham in #712
• 🏷️ _lib: stub _ccallback_c and _array_api[_compat_vendor] by @jorenham in #713
• 🏷️ cluster: stub internal cython submodules by @jorenham in #714
• 🏷️ integrate: stub integrate._rules.* (private api) by @jorenham in #715
• 🏷️ integrate: stub the remaining private C-extension modules by @jorenham in #716
• 🏷️ interpolate: stub the remaining private C- and cython modules by @jorenham in #717
• 🏷️ io.matlab: stub private cython modules by @jorenham in #718
• 🏷️ sparse: added stubs for all formats in kron and kronsum by @JulVandenBroeck in #719
• 🏷️ ndimage: stub the remaining private modules by @jorenham in #720
• 🏷️ optimize: stub the remaining private modules by @jorenham in #722
• 🏷️ signal: stub the remaining private modules by @jorenham in #723
• 🏷️ sparse: stub the remaining private modules by @jorenham in #724
• 🏷️ spatial: stub the remaining private modules by @jorenham in #725
• 🏷️ special: stub the remaining private modules by @jorenham in #726
• 🏷️ stats: stub the remaining private modules by @jorenham in #727
• ✨ stats: improved [differential_]entropy annotations by @jorenham in #738
• ✨ stats: improved Covariance generic type parameter inference by @jorenham in #739
• ✨ ndimage: improved fourier_* annotations by @jorenham in #740
• ✨ linalg: improved basic solve* annotations by @jorenham in #741
• ✨ linalg: improved inv annotations by @jorenham in #743
• ✨ linalg: improved det annotations by @jorenham in #744
• 🧑‍💻 vscode tasks for basedpyright, mypy, and stubtest by @jorenham in #754
• ✨ linalg: improved eigh return type inference for float64 by @jorenham in #755
• 🏷️ sparse: overhauled stubs for diags_array, eye_array, and their matrix equivalents by @JulVandenBroeck in #733
• ✨ integrate: improve the odeint signature by @jorenham in #763
• ✨ integrate: improved solve_ivp annotations by @jorenham in #765
• ✨ signal: improved convolution and correlation functions by @jorenham in #767
• ✨ signal: improved filter function annotations by @jorenham in #768
• Add hstack and vstack overloads for different sparse formats by @JulVandenBroeck in #774

🐛 Fixes

• 🐛 sparse.linalg: allow passing arrays to expm_multiply by @jorenham in #708
• 🐛 sparse.linalg: fix several LinearOperator issues by @jorenham in #709
• 🏷️ sparse: improved init stubs of sparse arrays with shape as positional argument. by @JulVandenBroeck in #704
• 🐛 sparse: csc array/matrix constructor fixes by @jorenham in #753
• 🩹 fix missing type arguments on numpy<2.3 by @jorenham in #779
• 🚨 fftpack: fix stubtest error on numpy<2 by @jorenham in #786
• ✅ fix failing type-tests on numpy==2.2.* by @jorenham in #787
• ✅ fix failing type-tests on numpy==2.1.* by @jorenham in #788
• ✅ fix failing type-tests on numpy<2.1 by @jorenham in #789
• 💚 fix CI numpy testing matrix by @jorenham in #778
• 🐛 interpolate: Fix incorrect return type for make_lsq_spline by @elael in #776
• 🩹 optimize: fix compatibility issues with ABCPolyBase on numpy==2.1 by @jorenham in #780
• 🩹 fix compatibility issues with np.[c]longdouble on numpy<2.2 by @jorenham in #781
• 🗑️ special.comb: remove expired @deprecated non-integer exact=True overloads by @jorenham in #793

📝 Documentation

• add a "who's using scipy-stubs" section to the readme by @jorenham in #732
• add scanpy as dependent project by @jorenham in #747
• CONTRIBUTING.md fixes by @jorenham in #760
• add xarray, radioactivedecay, neurogym, and foamlib to the list of dependents by @jorenham in #772

⬆️ Dependencies

• bump ruff to 0.12.2 by @jorenham in #707
• basedpyright 1.30.0 (pyright 1.1.403) by @jorenham in #734
• bump mypy to 1.17.0 by @jorenham in #746
• upgrade optype to 0.12.0 by @jorenham in #750
• bump basedpyright to 1.31.0 by @jorenham in #751
• bump ruff to 0.12.3 by @jorenham in #752
• bump ruff to 0.12.4 by @jorenham in #757
• bump setup-uv to v6.4.0 by @jorenham in #758
• Bump astral-sh/setup-uv from 6.4.0 to 6.4.1 in the actions group by @dependabot[bot] in #759
• bump optype to 0.12.2 by @jorenham in #761
• Bump astral-sh/setup-uv from 6.4.1 to 6.4.3 in the actions group by @dependabot[bot] in #770
• numpy 2.3.2 and ruff 0.12.5 by @jorenham in #771
• numpy 2.3.2 and ruff 0.12.5 by @jorenham in #771
• bump ruff to 0.12.7 by @jorenham in #790
• bump mypy to 1.17.1 by @jorenham in #794

Other Changes

• 🔖 prepare for further development by @jorenham in #701
• 🔨 dev script for listing all (private) unstubbed modules by @jorenham in #706
• 🎨 use 88 as max line length for scipts/*.py by @jorenham in #721
• 📌 pin CI action version tags by @jorenham in #728
• ♻️ always use optype.numpy.compat for abstract scalar types by @jorenham in #730
• ♻️ reduce reliance on "fake" *._typing modules by @jorenham in #731
• ♻️ explicit onp.AnyFloat64DType | None by @jorenham in #735
• 🎨 workaround for path-dependent pyright bug by shuffling disjoint overloads by @jorenham in #745
• 🎨 linalg: simplified _decomp_svd type aliases by @jorenham in #749
• 🤖 correct TypeVarTuple naming in copilot instructions by @jorenham in #764
• 🐴 work around false positive overload-overlap mypy errors on numpy>=2.2 by @jorenham in #782
• 🤡 work around false positive reportOverlappingOverload pyright errors on numpy<2.1 by @jorenham in #783
• 🐴 special: work around false positive overload-overlap mypy errors on numpy<2.1 by @jorenham in #785
• 📄 explicit license-files by @jorenham in #795
• 🧱 uv_build by @jorenham in #796

🎉 New Contributors

• @JulVandenBroeck made their first contribution in https://githu...

v1.16.0.2

What's Changed

✨ Improvements

• special: improved logsumexp and [log_]softmax by @jorenham in #699
• linalg: improved svd annotations by @jorenham in #700

🐛 Fixes

• stats: private _continuous_distns functions should accept scalars by @jorenham in #694
• special.logsumexp: add missing axis parameter defaults by @jorenham in #698

📝 Documentation

• update scipy generics support by @jorenham in #695

Other Changes

• 🔖 prepare for further development by @jorenham in #692
• 📝 color-theme-dependent examples by @jorenham in #693
• 🔧 fix pyright execution environment config by @jorenham in #696

Full Changelog: v1.16.0.1...v1.16.0.2

v1.16.0.1

This is the second scipy-stubs release that supports SciPy 1.16. In these last 2 weeks of hard work, we've also made many improvements to the accuracy, correctness, and documentation of scipy-stubs.
If you encounter any regressions or other issues, please report them at https://github.com/scipy/scipy-stubs/issues.

This release requires Python 3.11-3.13 and NumPy 1.25.2 or greater.

What's Changed

👽️ SciPy Changes

• scipy 1.16 changes for optimize.fmin_l_bfgs_b by @jorenham in #643

✨ Improvements

• stats: Annotate the private functions and consts in _continuous_distns by @jorenham in #650
• cluster.vq: improved dtype annotations by @jorenham in #651
• interpolate: Generic Krogh and barycentric interpolator types by @jorenham in #667
• optimize: Generic Bounds type by @jorenham in #675
• sparse.linalg: Improved linear solver function annotations by @jorenham in #678
• fft: improved *fft, *fft2 and *fftn annotations by @jorenham in #681
• fft: improved [i]fftshift annotations by @jorenham in #682
• fft: sync (private) signatures of _realtransforms and _realtransforms_backend by @jorenham in #684

🐛 Fixes

• stats.qmc: Add missing seed constructor parameters by @jorenham in #647
• optimize: accept tuple functions in fmin_l_bfgs_b by @jorenham in #649
• cluster.vq: Add missing seed parameter to kmeans and kmeans2 by @jorenham in #652
• interpolate: Add missing seed kwarg to the BarycentricInterpolator constructor by @jorenham in #654
• linalg: Add missing seed kwarg to clarkson_woodruff_transform by @jorenham in #655
• optimize: Add missing seed kwargs to the global optimize functions by @jorenham in #656
• sparse: Add missing random_state kwarg to random_array and rand[om] by @jorenham in #657
• sparse.linalg: Add missing random_state kwarg to svds by @jorenham in #658
• spatial.distance: Add missing seed kwarg to directed_hausdorff by @jorenham in #659
• spatial.transform: Add missing random_state kwarg to Rotation.random by @jorenham in #660
• stats: Add missing random_state kwargs by @jorenham in #661
• sparse: fix sparse array/matrix indexing by @jorenham in #664
• signal: simplify get_window input type by @jorenham in #665
• sparse: Transposition duality of CSR and CSC arrays by @jorenham in #669
• sparse.linalg: Fix factorize return type annotations by @jorenham in #679
• interpolate: consistent RBFInterpolator generic type parameter ordering by @jorenham in #685

⬆️ Dependencies

• require scipy>=1.16.0<1.17 by @jorenham in #642
• bump ruff to 0.12.1 by @jorenham in #680
• bump basedpyright to 1.29.5 by @jorenham in #691

📝 Documentation

• generic type reference docs by @jorenham in #673
• support versions of generic types by @jorenham in #690

Other Changes

• 🏷️ io: loadmat return dict with gradual value types by @jorenham in #676
• 💬 update string literals for SciPy 1.16.0 by @jorenham in #683
• 🔧 update release note config by @jorenham in #686
• 🧑‍💻 update editorconfig and vscode settings by @jorenham in #687
• 🧑‍💻 dprint formatter for markdown, json, toml and yaml by @jorenham in #688
• ⬆️ Bump crate-ci/typos from 1.33.1 to 1.34.0 in the actions group by @dependabot in #689

Full Changelog: v1.16.0.0...v1.16.0.1

v1.16.0.0

This is the first scipy-stubs release that supports SciPy 1.16. In these last 6 weeks of hard work, we've also made many improvements to the accuracy, correctness, and testing coverage of scipy-stubs.
If you encounter any regressions or other issues, please report them at https://github.com/scipy/scipy-stubs/issues.

This release requires Python 3.11-3.13 and NumPy 1.25.2 or greater.

⭐ Highlights

• Support for SciPy 1.16 (currently 1.16.0rc2) (release notes)
• Support for NumPy 2.3 (currently 2.3.0) (release notes)
• scipy.linalg: Low-level BLAS and LAPACK function annotations
• scipy.sparse: Many sparse array and matrix improvements, including preliminary shape-typing support
• Improved type-testing coverage, which uncovered several bugs that have now been fixed

See below for the complete list of PR's that are included in this scipy-stubs release.

What's Changed

👽️ SciPy 1.16.0 Changes

• scipy 1.16 changes for _lib by @jorenham in #525
• scipy 1.16 changes for cluster.vq.whiten by @jorenham in #526
• scipy 1.16 changes for interpolate.dfitpack by @jorenham in #527
• scipy 1.16 change for interpolate.RectBivariateSpline by @jorenham in #528
• scipy 1.16 change for interpolate.make_smoothing_spline by @jorenham in #529
• scipy 1.16 addition for io.matlab by @jorenham in #530
• scipy 1.16 changes for linalg.sqrtm by @jorenham in #531
• scipy 1.16 new function ndimage.vectorized_filter by @jorenham in #537
• scipy 1.16 batching support in scipy.linalg by @jorenham in #535
• scipy 1.16 changes for optimize._differentiable_functions by @jorenham in #538
• scipy 1.16 changes for optimize.least_squares by @jorenham in #539
• scipy 1.16 changes for optimize._numdiff by @jorenham in #540
• scipy 1.16 changes for optimize._trustregion_constr by @jorenham in #541
• scipy 1.16 changes for optimize.nnls by @jorenham in #542
• scipy 1.16 changes for optimize.slsqp by @jorenham in #544
• scipy 1.16 additions for signal._short_time_fft by @jorenham in #546
• scipy 1.16 new function signal.firwin_2d by @jorenham in #548
• scipy 1.16 changes for signal.__all__ by @jorenham in #549
• scipy 1.16 changes for signal.windows by @jorenham in #550
• signal: dedupe the @deprecated public submodule function definitions by @jorenham in #551
• scipy 1.16 deprecations for linalg.{logm, signm, sqrtm} by @jorenham in #553
• scipy 1.16 new internal module _lib._sparse by @jorenham in #555
• scipy 1.16 changes for sparse._base by @jorenham in #556
• scipy 1.16 removals for sparse by @jorenham in #557
• scipy 1.16 changes for sparse.csgraph._shortest_path by @jorenham in #558
• scipy 1.16 changes for sparse._sputils by @jorenham in #559
• scipy 1.16 expired deprecations for sparse._dok by @jorenham in #560
• scipy 1.16 additions for spatial.transform._rotation by @jorenham in #561
• scipy 1.16 new class spatial.transform.RigidTransform by @jorenham in #562
• scipy 1.16 changes for special._support_alternative_backends by @jorenham in #563
• scipy 1.16 new function stats.quantile by @jorenham in #564
• scipy 1.16 changes for stats.make_distribution by @jorenham in #565
• scipy 1.16 new class stats._distribution_infrastructure by @jorenham in #566
• scipy 1.16 new class stats.Binomial by @jorenham in #567
• scipy 1.16 removal of stats._mvn by @jorenham in #569
• scipy 1.16 changes for stats.tukey_hsd by @jorenham in #570
• scipy 1.16 changes for stats.f_oneway by @jorenham in #573
• scipy 1.16 removal of stats.trapz by @jorenham in #574
• scipy 1.16 changes for stats.multivariate_normal.[log]cdf by @jorenham in #575
• scipy 1.16 changes for stats.gaussian_kde.integrate_box by @jorenham in #576
• scipy 1.16 changes for stats.boxcox_llf by @jorenham in #577
• scipy 1.16 changes for stats.{siegel,theil}slopes by @jorenham in #580
• scipy 1.16 changes for stats.gstd by @jorenham in #581
• scipy 1.16 changes for stats.power_divergence and stats.chisquare by @jorenham in #582
• scipy 1.16 expired deprecation for stats.linregress by @jorenham in #583
• scipy 1.16 changes for stats.linregress by @jorenham in #584
• scipy 1.16 changes for stats.pointbiserialr by @jorenham in #585
• scipy 1.16 changes for stats.{kendall,weighted}tau by @jorenham in #586
• scipy 1.16 changes for version by @jorenham in #587

✨ Improvements

• signal: generic ShortTimeFFT type-param and improved annotations by @jorenham in #547
• linalg: improved _matfuncs return dtypes by @jorenham in #554
• stats: improved hypothesis test function return type annotations by @jorenham in #571
• linalg: low-level BLAS function annotations by @jorenham in #594
• linalg: low-level LAPACK function annotations by @jorenham in #595
• optimize: stub _slsqplib cpython extension module by @jorenham in #596
• linalg: stub _decomp_interpolative cpython extension module by @jorenham in #597
• stats: stub the _rcont subpackage by @jorenham in #598
• sparse: improved annotations and code cleanup by @jorenham in #602
• sparse: type testing & sparse matrix and array improvements by @jorenham in #605
• constants: type-tests & improved annotations by @jorenham in #610
• sparse: constructor function type-tests by @jorenham in #619
• sparse: improved integer matrix/array method annotations by @jorenham in #624
• sparse: fix and improve get_index_type return type by @jorenham in #625
• sparse: simplified gradual load_npz return type by @jorenham in #626
• preliminary support for Python 3.14 by @jorenham in #631
• sparse: Improved shape-typing support for CSR and DOK arrays by @jorenham in #634
• fft: improved [i]fht() annotations by @jorenham in #640
• fft: improved discrete sine- and cosine transform return types by @jorenham in #641

🐛 Fixes

• signal: accept numbers as args to width and plateau_size for find_peaks() by @jorenham in #519
• fix numpy<2.2 compatability with np.bool_ by @jorenham in #579
• prefer gradual shape-type defaults for generics by @jorenham in #601
• sparse: covariant sparse matrix/array types by @jorenham in #623
• sparse: fix and improve get_index_type return type by @jorenham in #625
• sparse: distinguish between different values for argument which in eigs and eigsh by @lcwllmr in #633
• optimize: fix false rejection of identity functions in minimize by @jorenham in https://github.com/scipy/scipy-stubs/p...

v1.15.3.0 (scipy 1.15.3)

⭐ Highlights

• Support for SciPy 1.15.3 and NumPy 2.2.5

What's Changed

🐛 Fixes

• Correct key name in _OptionsMILP by @it176131 in #511

⬆️ Dependencies

• upgrade development dependencies by @jorenham in #508
• bump astral-sh/setup-uv to v6 by @jorenham in #509
• update the dev dependencies by @jorenham in #514
• upgrade scipy to 1.15.3 by @jorenham in #516

Other Changes

• 🔖 prepare for further development by @jorenham in #507
• Remove License Trove Classifier from pyproject.toml by @it176131 in #513
• 🛂 explicit CI permissions by @jorenham in #515

New Contributors

• @it176131 made their first contribution in #511

Full Changelog: v1.15.2.2...v1.15.3.0

v1.15.2.2 (scipy 1.15.2)

What's Changed

✨ Improvements

• ndimage: improved filter and measurement function annotations by @jorenham in #499
• optimize: narrowed OptimizeResult.{fun,x} attrs for minimize[_scalar] by @jorenham in #504

🐛 Fixes

• adjust pyright config for optype.numpy compatibility by @jorenham in #491
• interpolate: accept ndarray for points in RegularGridInterpolator by @jorenham in #501
• optimize: accept a scalar for x0 in minimize by @jorenham in #502
• optimize: accept a scalar for x0 in fmin* by @jorenham in #503

📝 Documentation

• prune outdated README.md bits by @jorenham in #505

⬆️ Dependencies

• upgrade optype to 0.9.2 by @jorenham in #481
• bump ruff to 0.11.0 by @jorenham in #484
• bump numpy to 2.2.4 by @jorenham in #487
• update development dependencies by @jorenham in #489
• bump optype to 0.9.3 by @jorenham in #490
• bump ruff to 0.11.4 by @jorenham in #506

Other Changes

• 🔖 prepare for further development by @jorenham in #480
• 👷 ensure pyright compatibility by @jorenham in #482
• 🔧 adjust basedmypy config for mypy compat by @jorenham in #483
• 🔧 fix vscode settings syntax by @jorenham in #485
• 🔧 remove files from [tool.mypy] by @jorenham in #486
• 💚 fix mypy_primer failure and mypy/basedmypy compat by @jorenham in #500

Full Changelog: v1.15.2.1...v1.15.2.2

v1.15.2.1 (scipy 1.15.2)

What's Changed

✨ Improvements

• interpolate: improved support for complex splines by @jorenham in #477

🐛 Fixes

• optimize: allow calling minimize_scalar without a bracket by @jorenham in #467
• transform: accept proper Euler angles in Rotation.as_euler by @KiSchnelle in #470
• interpolate: accept scalar input in __call__ by @jorenham and @ev-br in #476 and #478

📝 Documentation

• add a "typed" badge by @jorenham in #468

Dependencies

• ⬆️ bump ruff to 0.9.7 by @jorenham in #460
• ⬆️ basedpyright 1.28.1 and ruff 0.9.9 by @jorenham in #466

Other Changes

• 🔖 prepare for further development by @jorenham in #458
• 💄 add-trailing-comma by @jorenham in #461
• 🔥 remove the codemods by @jorenham in #462
• 🔧 fix the add-trailing-comma hook to also work on .pyi by @jorenham in #463
• 🔥 remove pre-commit by @jorenham in #469

New Contributors

• @KiSchnelle made their first contribution in #470
• @ev-br made their first contribution in #478

Full Changelog: v1.15.2.0...v1.15.2.1

v1.15.2.0

⭐ Highlights

• The repo has been transferred from jorenham/scipy-stubs to scipy/scipy-stubs by @rgommers
• Support for SciPy 1.15.2 and NumPy 2.2.3

What's Changed

✨ Improvements

• special: improved dtype handling in the "basic" functions by @jorenham in #419
• signal: generic lti, and dlti types by @jorenham in #425
• optimize: improved linprog and milp annotations by @jorenham in #427
• optimize: method-specific overloads and options for minimize_scalar by @jorenham in #428
• optimize: Generic InverseJacobian and related types by @jorenham in #429
• signal: improvements related to czt and zoom_fft by @jorenham in #430
• sparse: generic sparray by @jorenham in #435
• stats.zmap: accept complex input and basic shape-typing by @jorenham in #457

🐛 Fixes

• stats: fix rv_discrete sample constructor by @jorenham in #418
• signal: add plain number option for find_peaks argument prominence by @drewsilcock in #448
• stats: make optimizer argument optional in rv_continuous.fit() by @drewsilcock in #451

📝 Documentation

• Use SciPy's Code of Conduct by @jorenham in #439
• Streamlined contributing guide by @jorenham in #445

⬆️ Dependencies

• bump sp-repo-review to 2025.1.22 by @jorenham in #426
• bump basedpyright to 1.27.1, ruff to 0.9.6 by @jorenham in #454
• Optype 0.9.1 by @jorenham in #449
• NumPy 2.2.3 by @jorenham in #455
• SciPy 1.15.2 by @jorenham in #456

Other Changes

• 🔖 prepare for further development by @jorenham in #415
• 🎨 optype 0.9 simplifications by @jorenham in #424
• 🔨 more tox, less poe by @jorenham in #431
• ⬆️ bump ruff to 0.9.3 by @jorenham in #432
• 🎨 sparse: prefer optype.numpy over scipy._typing by @jorenham in #434
• 💸 remove the sponsor button by @jorenham in #437
• 🔧 scipy.org as homepage and add scipy-dev as maintainer by @jorenham in #440
• 🔧 .toml auto-format config for vscode users by @jorenham in #444
• 🚚 change jorenham/scipy-stubs refs to scipy/scipy-stubs by @jorenham in #446
• 🔨 use uv as source of python versions by @jorenham in #452

New Contributors

• @drewsilcock made their first contribution in #448

Full Changelog: v1.15.1.0...v1.15.2.0

v1.15.1.0 (scipy 1.15.1)

This is the first scipy-stubs release that supports SciPy 1.15.1.

What's Changed

Improvements

• 🎨 remove outdated # TODO's by @jorenham in #408
• ✨ spatial: generic [c]KDTree and other improvements by @jorenham in #413

Dependencies

• ⬆️ bump ruff to 0.8.5 by @jorenham in #396
• ⬆️ bump scipy to 1.15.0 (final) by @jorenham in #409
• ⬆️ bump dev deps to latest by @jorenham in #410
• ⬆️ bump ruff to 0.9.0 by @jorenham in #412
• 📌 SciPy 1.15.1 by @jorenham in #414

Other Changes

• 🎨 fix and run the FixTrailingComma codemod by @jorenham in #397

Full Changelog: v1.15.0.0...v1.15.1.0