L-UQ 1.0.1

[1.0.1] — 2026-07-09

Documentation-only release; no code changes.

Changed

• python/README.md (the PyPI project description): replaced the
  outdated "not validated by diffing against MATLAB output" caveat —
  written before a MATLAB installation was available — with the
  current verification status: MATLAB/Python equivalence to 1e-8 on
  fixed reference samples (via tests/octave_verify.m under GNU
  Octave 11.3 and tests/test_uq_matlab.m under MATLAB R2026a,
  19/19), plus machine-precision agreement with R's lmom where the
  closed forms coincide. Test count corrected (30), toolbox name
  updated to L-UQ.