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• 🎨 remove outdated # TODO's by @jorenham in #408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

v1.15.0.0 (scipy 1.15.0)

This is the first scipy-stubs release that supports SciPy 1.15.0.

What's Changed

SciPy 1.15.0 compatability

• ⬆️ increase the minimum scipy version to 1.15.0rc1 by @jorenham in #327
• 🚧 temporarily ignore all stubtest errors by @jorenham in #326
• ⚰️ misc: remove all code by @jorenham in #328
• ✨ differentiate: preliminary (yet complete) stubs by @jorenham in #329
• 🏷️ _typing: SPEC-7 compliant (private) ToRNG type alias (previously Seed) by @jorenham in #333
• 👽️ fft[pack]: 1.15.0 support by @jorenham in #336
• 👽️ integrate: 1.15.0 support by @jorenham in #337
• 👽️ interpolate: 1.15.0 support by @jorenham in #338
• 👽️ constants: 1.15.0 support by @jorenham in #330
• 👽️ _lib: 1.15.0 support by @jorenham in #331
• 👽️ cluster: 1.15.0 support by @jorenham in #334
• 👽️ io: 1.15.0 support by @jorenham in #341
• 👽️ linalg.interpolative: 1.15.0 support by @jorenham in #343
• 👽️ linalg: 1.15.0 support by @jorenham in #344
• 👽️ version: 1.15.0 remove commit_count by @jorenham in #345
• 👽️ ndimage: 1.15.0 support by @jorenham in #346
• 👽️ optimize: SPEC 7 & scipy 1.15.0 support by @jorenham in #347
• 👽️ sparse: 1.15.0 support by @jorenham in #349
• 👽️ special: 1.15.0 support by @jorenham in #351
• 👽️ signal: 1.15.0 support by @jorenham in #348
• 👽️ spatial: 1.15.0 support and many improvements by @jorenham in #350
• 👽️ stats: 1.15.0 support and several improvements by @jorenham in #353
• 👽️ sparse: accept axes: tuple[int[:], int[:]] in coo_array.tensordot by @jorenham in #357
• 👽️ stats: 1.15.0 new distribution infrastructure by @jorenham in #360
• 💬 interpolate: fix scipy version in interpnd deprecation warning messages by @jorenham in #366
• 💬 special: mention the deprecation version in lpn and [c]lpmn by @jorenham in #367
• 🗑️ interpolate: deprecate the dfitpack functions, fix & improve the sp* functions by @jorenham in #372
• 📌 pin scipy<1.16 by @jorenham in #371
• 👽️ scipy==1.15.0rc2 by @jorenham in #376

Improvements

• ✨ more precise __config__ and __init__ annotations by @jorenham in #362
• ✨ _lib: improved annotations by @jorenham in #364
• ✨ special: several improved ufuncs by @jorenham in #374
• ✨ special: ufunc improvements by @jorenham in #375
• ✨ signal: complete _filter_design, fix and improve _czt by @jorenham in #378
• ✨ signal: complete _signaltools by @jorenham in #379
• ✨ signal: complete _fir_filter_design.* en max_len_seq by @jorenham in #384
• ✨ signal: complete _ltisys.* by @jorenham in #385
• 🎨 optype 0.8 simplifications by @jorenham in #382
• 🎨 stats: simplify _distn_infrastructure with optype 0.8 by @jorenham in #387
• 🎨 _typing: DRY Falsy and Truthy type aliases by @jorenham in #390

Fixes

• 🐛 sparse: add the missing sparse array/matrix dunder methods by @jorenham in #391

Documentation

• 📝 several README.md improvements by @jorenham in #365
• 📝 better describe the supported numpy versions by @jorenham in #368

Dependencies

• 📌 upgrade optype to 0.8.0 by @jorenham in #380
• ⬆️ update pre-commit hooks by @pre-commit-ci in #339
• ⬆️ bump basedpyright to 1.23.1 by @jorenham in #356
• ⬆️ bump ruff to 0.8.4 and disallow mdformat==0.7.20 by @jorenham in #358
• ⬆️ bump mdformat to 0.7.21 by @jorenham in #359
• ⬆️ bump basedmypy to 2.9.0 by @jorenham in #393
• Bump astral-sh/setup-uv from 4 to 5 in the actions group by @dependabot in #361
• Bump DavidAnson/markdownlint-cli2-action from 18 to 19 in the actions group by @dependabot in #386

Other Changes

• 🧑‍💻 remove mypy from pre-commit (too slow) by @jorenham in #355
• 👷 increase the timeout of the CI typetest step by @jorenham in #342
• 👷 PyPI trusted publishing workflow by @jorenham in #383
• 👷 exclude unsupported test matrix version combinations by @jorenham in #388
• 🔧 configure pre-commit ci to use gitmoji style by @jorenham in #340
• 🔧 de-duplicate the scipy version requirements by @jorenham in #389
• 🔧 regex'd .mypyignore by @jorenham in #335
• 🔧 .mypyignore cleanup by @jorenham in #392

Full Changelog: v1.14.1.6...v1.15.0.0

v1.14.1.6

Highlights

• scipy.interpolate: The public API is now 100% annotated (by humans)
• scipy.sparse: The public API is now 100% annotated (by humans)
  • the sparse array- and matrix- types optionally accept a generic type parameter for their scalar type, e.g. coo_array[np.float64].
  • {coo, csr, dok}_array additionally accept a 2nd optional type parameter for their 1-d (tuple[int]) or 2-d (tuple[int, int]) shape-type.
• fixed some typing issues on older numpy versions

What's Changed

Improvements

• 🎨 interpolate: remove duplicated function and classes by @jorenham in #267
• ✨ interpolate: stub _dfitpack by @jorenham in #270
• ✨ spatial: improve _qhull by @jorenham in #271
• ✨ interpolate: complete and improve interpnd by @jorenham in #272
• ✨ interpolate: complete _bsplines and _ndbspline by @jorenham in #273
• ✨ interpolate: complete RBFInterpolator and Rbf by @jorenham in #274
• ✨ interpolate: complete _fitpack_impl (1/2) by @jorenham in #275
• ✨ interpolate: complete _fitpack_impl (2/2) by @jorenham in #276
• ✨ interpolate: complete _fitpack2 by @jorenham in #277
• ✨ interpolate: complete _polyint by @jorenham in #279
• ✨ signal: complete frequency response functions in _filter_design by @jorenham in #287
• 🎨 sparse: code cleanup by @jorenham in #294
• ✨ sparse.linalg: complete the LinearOperators in _interface by @jorenham in #295
• 🎨 sparse explicit imports in __init__ by @jorenham in #296
• ✨ sparse.linalg: complete the matrix operation functions by @jorenham in #298
• ✨ sparse.linalg: complete the matrix norm functions by @jorenham in #300
• ✨ sparse.linalg: complete LaplacianNd & accept in dtypes in LinearOperator by @jorenham in #301
• ✨ sparse.linalg: complete _dsolve by @jorenham in #302
• ✨ sparse.linalg: complete _eigen.arpack by @jorenham in #303
• ✨ sparse.linalg: complete lobpcg by @jorenham in #305
• ✨ sparse.linalg: complete svds by @jorenham in #306
• ✨ sparse: complete the sparse arrays and matrices by @jorenham in #307
• ✨ sparse: complete eye[_array] by @jorenham in #309
• ✨ sparse: complete identity by @jorenham in #310
• ✨ sparse: complete kron[sum] by @jorenham in #311
• ✨ sparse: complete {h,v}stack by @jorenham in #313
• ✨ sparse: complete [sp]diags[_array] by @jorenham in #314
• ✨ sparse: complete {load,save}_npz by @jorenham in #315
• ✨ sparse: complete _sputils.* (private) by @jorenham in #316
• ✨ sparse: complete _spfuncs.* (private) by @jorenham in #317
• ✨ sparse: complete find and tri{l,u} by @jorenham in #318
• ✨ sparse: complete rand[om[_array]] by @jorenham in #319
• ✨ sparse: complete bmat and block_{array,diag} by @jorenham in #320
• ✨ sparse: adopt the new generic sparse arrays in linalg and csgraph by @jorenham in #321
• 🎨 sparse: various linalg.LinearOperator tweaks and improvements by @jorenham in #322
• ✨ sparse: complete linalg.ls{m,q}r by @jorenham in #323
• ✨ sparse: complete linalg._isolve.utils.* (private) by @jorenham in #324
• ✨ sparse: complete the remaining sparse.linalg functions by @jorenham in #325

Fixes

• ✨ interpolate: complete _rgi by @jorenham in #278
• 🐛 fix typing errors on numpy<1.24 by @jorenham in #292
• ⬆️ bump basedmypy to 2.8.1 by @jorenham in #293
• 👽️ work around several mypy bugs with numpy>=2.2.0 by @jorenham in #288

Documentation

• 🌕 interpolate: mark as 100% annotated by @jorenham in #280
• 📝 correct the documented lowest supported numpy version by @jorenham in #281
• 📝 installation instructions for humans by @jorenham in #282
• 🎤 add podcast to README.md by @jorenham in #299
• 📝 update the coverage progress for scipy.sparse by @jorenham in #304
• 📝 mention gitmoji in CONTRIBUTING.md by @jorenham in #308

Dependencies

• ⬆️ bump basedpyright to 1.22.1 and basedmypy to 2.8.0 by @jorenham in #255
• dynamic minimum requirements by @miloth in #259
• ⬆️ bump ruff to 0.8.2 by @jorenham in #265
• ⬆️ bump the dev deps by @jorenham in #312

Other Changes

• 🧑‍💻 uv-compatible mypy vscode config by @jorenham in #256
• 💡 add a comment to prevent breaking the #installation permalink by @jorenham in #266
• 🔧 fix caching issue in poe {mypy,stubtest,typetest} by @jorenham in #269
• 🔧 stricter basedpyright config by @jorenham in #283
• 👷 include .mypyignore in sdist build by @jorenham in #284
• ➖ remove broken mdformat-pyproject by @miloth in #262
• 💚 towards fixing the typetest-oldest-supported-numpy CI job by @jorenham in #289
• 👷 fix and simplify the CI workflow by @jorenham in #290
• Dynamic testing matrix for combinations of python and numpy versions. by @wolph in #286

New Contributors

• @wolph made their first contribution in #286

AI generated Podcast

SciPy.Type.Hints.mp4

Full Changelog: v1.14.1.5...v1.14.1.6

v1.14.1.5

Highlights

• scipy-stubs is now also available on conda-forge, thanks to @lucascolley
• scipy-stubs now uses uv for package- and project-management (previously poetry)
• scipy.linalg has been significantly improved
  • functions with either real or complex output now use overloads for more accurate return types
  • almost all functions are now aware of the shape-type of input array-likes and output ndarrays.
• scipy.optimize is now 100% annotated (by hand)
• scipy.signal now accurately type-hints the "waveform" functions sawtooth, square, chirp, sweep_poly, unit_impulse and gausspulse
• scipy.special now accurately type-hints 80% of its ufuncs using type-signature-specific overloaded protocols.

What's Changed

Improvements

• *: switch to the shape-typed optype.numpy array-likes by @jorenham in #192
• special: type-signature-specific annotations for 80% of the ufuncs by @jorenham in #189
• special: update the development progress phase to 🌔 by @jorenham in #194
• signal: Add type stubs to _waveforms.pyi. by @pavyamsiri in #195
• datasets: Improved type-hints with TypedDicts and Literals by @jorenham in #203
• prefer optype.numpy for annotating arrays by @jorenham in #204
• optimize: complete _constraints and _trustregion_constr.* by @jorenham in #205
• optimize: complete the root-finding functions by @jorenham in #207
• optimize: complete fixed_point by @jorenham in #208
• optimize: complete curve_fit, leastsq, and fsolve by @jorenham in #209
• optimize: complete HessianUpdateStrategy, BFGS, and SR1 by @jorenham in #210
• optimize: complete basinhopping by @jorenham in #211
• optimize: fix and complete direct by @jorenham in #212
• optimize: complete _differentiable_functions (private) by @jorenham in #214
• optimize: complete _lsq (private subpackage) by @jorenham in #215
• Codemod for pos-only self parameters by @jorenham in #218
• optimize: complete differential_evolution by @jorenham in #219
• optimize: complete dual_annealing by @jorenham in #220
• optimize: fix and improve minimize and basinhopping by @jorenham in #221
• optimize: complete shgo, improve basinhopping by @jorenham in #222
• optimize: complete line_search by @jorenham in #223
• optimize: complete _dcsrch (private) by @jorenham in #224
• optimize: complete linear_sum_assignment by @jorenham in #225
• optimize: complete quadratic_assignment by @jorenham in #227
• signal: Replace the final Untyped in _short_time_fft.pyi. by @pavyamsiri in #226
• optimize: complete _shgo_lib (private) by @jorenham in #228
• optimize: complete _trlib and _trustregion* (private) by @jorenham in #236
• optimize: complete _numdiff (private) by @jorenham in #237
• optimize: complete _group_columns (private) by @jorenham in #238
• optimize: remove _remove_redundancy (private) by @jorenham in #239
• optimize: complete fmin_cobyla by @jorenham in #240
• optimize: complete fmin_l_bfgs_b and LbfgsInvHessProduct by @jorenham in #241
• optimize: complete fmin_slsqp by @jorenham in #242
• linalg._basic: add overloads for shapes and dtypes by @jorenham in #244
• linalg._decomp*: add overloads for shapes and dtypes by @jorenham in #245
• linalg: improved special matrix constructor signatures by @jorenham in #246
• linalg: improved norm signature by @jorenham in #247
• linalg: improve the shape- & scalar-type overloads of various functions by @jorenham in #252

Documentation

• add docs to the codegen/ directory by @jorenham in #200
• improved README.md by @jorenham in #206
• document that scipy-stubs is installable with conda by @jorenham in #230
• 📝 update the scipy coverage phase table by @jorenham in #243
• Add a highlights section in README.md by @jorenham in #249
• update the README.md phase table to better reflect the Untyped counts by @jorenham in #253
• prevent lock update with tools and uv setup guide by @miloth in #254

Dependencies

• bump mdformat and mdformat-pyproject by @jorenham in #187
• bump ruff to 0.8.0 by @jorenham in #191
• bump basedpyright to 1.22.0 by @jorenham in #193
• bump optype to 0.7.2 by @jorenham in #197
• Bump poethepoet from 0.31.0 to 0.31.1 in the actions group by @dependabot in #202
• configure (based)pyright to ignore .venv when opened by @jorenham in #213
• bump ruff to 0.8.1 by @jorenham in #229
• bump optype to 0.7.3 by @jorenham in #232

Other Changes

• prepare for further development by @jorenham in #186
• move libcst config out of the root dir by @jorenham in #188
• optimize: remove private testing module _tstutils by @jorenham in #196
• custom auto-generated release notes by @jorenham in #199
• enable all ruff rules by default by @jorenham in #201
• restore the libcst codemod config by @jorenham in #217
• test with the oldest supported numpy version in the CI by @jorenham in #231
• use the new 0-d optype array aliases to simplify the code by @jorenham in #234
• use the new optype strict-shape array-likes by @jorenham in #235
• security policy update by @jorenham in #251
• use uv as package manager by @miloth in #174

New Contributors

• @miloth made their first contribution in #174

Full Changelog: v1.14.1.4...v1.14.1.5

v1.14.1.4

What's Changed

• Bump poethepoet from 0.29.0 to 0.30.0 in the actions group by @dependabot in #173
• bump ruff to 0.7.4 by @jorenham in #178
• prepare for further development by @jorenham in #179
• configure dependabot to use the correct labels by @jorenham in #180
• Bump DavidAnson/markdownlint-cli2-action from 17 to 18 in the actions group by @dependabot in #181
• complete scipy.interpolate._cubic by @jorenham in #182
• bump libcst to 1.5.1 by @jorenham in #183
• use the conventional optype import aliases by @jorenham in #184
• optype 0.7 by @jorenham in #185

New Contributors

• @dependabot made their first contribution in #173

Full Changelog: v1.14.1.3...v1.14.1.4

v1.14.1.3

Highlights

• annotated all of scipy.signal.windows (#153)
• annotated and tested the scipy.signal spectral analysis functions (#157)
  • periodogram
  • spectrogram
  • welch
  • lombscargle
  • csd
  • coherence
  • stft and istft
  • check_COLA and check_NOLA
• improved and fixed many scipy.optimize functions (#167), including
  • every flavor of OptimizeResult
  • minimize_scalar
  • minimize
  • brute, differential_evolution, shgo, and direct
  • least_squares
  • nnls, lsq_linear and isotonic_regression
  • brentq, brenth, ridder, bisect, newton, toms748
  • root
  • linprog and milp
  • fmin & co. (legacy)
  • ... and several others

Resolved issues

• #134 - specializing scipy.optimize.OptimizeResult
• #154 - select_range params in scipy.linalg._decomp can only be int{16,32,64} if select="i"
• #155 - sync integrate._typing.QuadOpts with the kwargs of integrate.quad
• #158 - scipy.spatial signature of [c]KDTree.query does not match docs
• #159 - scipy.signal.find_peaks returned dictionary type is missing the 'widths' key
• #163 - Wrong return type for scipy.fft.next_fast_len
• #168 - scipy.stats.qmc.scale does not accept numpy array with typed shape as input when type checked with pyright

Merged PR's

• use basedmypy[faster-cache] by @jorenham in #150
• bump ruff to 0.7.2 by @jorenham in #151
• prepare for further development by @jorenham in #152
• sync integrate._typing.QuadOpts with integrate.quad kwargs by @jorenham in #156
• signal.windows: Add type stubs for _windows.pyi. by @pavyamsiri in #153
• signal: Add type stubs to _spectral_py.pyi. by @pavyamsiri in #157
• fix #159 and improve scipy.signal._peak_finding by @jorenham in #161
• fix #158 and improve scipy.spatial._[c]kdtree by @jorenham in #162
• fix #163 and improve scipy.fft._helper by @jorenham in #164
• fix #154 and improve scipy.linalg._decomp by @jorenham in #165
• add missing __all__ in scipy.optimize by @jorenham in #166
• fix #134 and improve scipy.optimize._optimize by @jorenham in #167
• bump ruff to 0.7.3 by @jorenham in #170
• bump basedpyright to 1.21.0 by @jorenham in #171
• fix incorrectly rejected ndarray in scipy.stats.qmc by @jorenham in #172

Full Changelog: v1.14.1.2...v1.14.1.3

v1.14.1.2

scipy-stubs v1.14.1.2

Highlights

• fully annotated scipy.stats (#135)
• fully annotated scipy.fft (#142)

Fixes

• scipy.integrate.quad rejected all callables if args was passed (#141)
• scipy.stats.permutation_test rejected statistic with multiple parameters (#143)

Merged PR's

• update development dependencies by @jorenham in #133
• complete scipy.stats by @jorenham in #135
• bump basedpyright to 1.19.1 and tox to 4.23.2 by @jorenham in #136
• use utf8 emoji's for pypi compat by @jorenham in #137
• bump ruff to 0.7.1 by @jorenham in #138
• fix scipy.integrate quad function parameter types by @jorenham in #141
• complete scipy.fft by @jorenham in #142
• fix permutation_test statistic callback type by @graingert-coef in #143
• bump basedpyright to 1.20.0 by @jorenham in #144
• fix dependabot target branch and include github-actions by @jorenham in #145
• configure and enforce repo-review, codespell, and mdformat by @jorenham in #146
• bump to basedmypy 2.7.0 (mypy 1.3.0) by @jorenham in #147
• include more cache directories in the poe clean dev command by @jorenham in #148
• Restructured type-tests and related documentation by @jorenham in #149

New Contributors

• @graingert-coef made their first contribution in #143

Full Changelog: v1.14.1.1...v1.14.1.2

v1.14.1.1

What's Changed

• fix and improve scipy.optimize.minimize by @jorenham in #86
• bump basedpyright to 1.19.0 and tox to 4.23.0 by @jorenham in #88
• codemod for missing annotations by @jorenham in #89
• bump ruff to 0.7.0, and enable ANN by @jorenham in #90
• add .mypy_cache to .gitignore by @jorenham in #91
• codemod for params with missing trailing comma by @jorenham in #94
• fix the remaining pyright errors by @jorenham in #95
• made scipy optional, and loosened the version restrictions by @jorenham in #96
• complete scipy.linalg by @jorenham in #109
• run basedpyright in pre-commit by @jorenham in #110
• complete scipy.io by @jorenham in #112
• simple contributing guide by @jorenham in #108
• refactor contextmanagers with a type-check-only mixins by @jorenham in #113
• use Any for Untyped by @jorenham in #114
• complete and improve scipy._lib by @jorenham in #116
• complete scipy.spatial by @jorenham in #117
• Add type stubs to scipy/signal/_peak_finding.pyi by @pavyamsiri in #87
• complete scipy.odr by @jorenham in #119
• combine allowlist.txt rules as regexes by @jorenham in #122
• explicit python version pypi classifiers by @jorenham in #123
• configure pyright execution environments by @jorenham in #125
• complete scipy.fft.dct, and add relevant type aliases by @Avasam in #118
• complete scipy.fftpack by @jorenham in #121
• complete scipy.signal._savitzky_golay by @pavyamsiri in #124
• complete scipy.integrate by @jorenham in #128
• manual typing fixes on numpy 1.24 and python 3.10 by @jorenham in #131

New Contributors

• @Avasam made their first contribution in #118

Full Changelog: v1.14.1.0...v1.14.1.1

v1.14.1.0

What's Changed

• improved scipy.stats.distributions by @jorenham in #43
• bump basedpyright to 1.17.3 by @jorenham in #44
• more poe tasks & CI typetesting by @jorenham in #45
• scipy.optimize (partial) by @jorenham in #46
• First pass on dealing with public private modules: Re-export attributes of public private modules through __all__ by @pavyamsiri in #54
• update the development dependencies by @jorenham in #55
• use 4-space indentation for toml by @jorenham in #56
• configure pre-commit by @jorenham in #57
• stubtest specific packages by @jorenham in #58
• completed scipy.io by @jorenham in #59
• fix pyright error in scipy.cluster by @jorenham in #60
• deal with deprecated scipy.integrate modules by @jorenham in #61
• deal with deprecated scipy.linalg modules by @jorenham in #62
• deal with deprecated scipy.constants modules by @jorenham in #63
• scipy.interpolate by @jorenham in #64
• bump basedpyright to 1.18.4 by @jorenham in #65
• fix version number and stop using verifytypes by @jorenham in #67
• move ./typetests to ./tests/typetests by @jorenham in #70
• improved README.md by @jorenham in #71
• scipy.ndimage by @jorenham in #72
• fix pyright errors in scipy.odr by @jorenham in #73
• scipy.spatial by @jorenham in #74
• Streamlined README.md by @jorenham in #75
• scipy._lib by @jorenham in #76
• fix stubtest build errors in scipy.stats by @jorenham in #77
• fix scipy.signal stubtest by @jorenham in #78
• Final pass over the deprecated public modules by @pavyamsiri in #79
• fix scipy.stats stubtest by @jorenham in #80
• improved scipy.LowLevelCallable by @jorenham in #82
• fix scipy.sparse stubtests by @jorenham in #83
• fix mypy errors in scipy.signal by @jorenham in #84
• configure tox by @jorenham in #85

New Contributors

• @pavyamsiri made their first contribution in #54

Full Changelog: v1.4.1a3...v1.14.1.0

v1.14.1a3

What's Changed

• fixes & improvements for scipy.stats.distributions by @jorenham in #37
• fix scipy.integrate quad integrand function signatures by @jorenham in #38
• loosened the type signature of the integrand in scipy.integrate.nquad by @jorenham in #39
• fix stubtest errors by @jorenham in #40
• various fixes and improvements in scipy.stats._distn_infrastructure by @jorenham in #41

Full Changelog: v1.14.1a2...v1.4.1a3