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