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