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- python/tests/test_functionality.py: invariant/functionality tests (no R,
no reference dumps) -- fit across specs, IC consistency, interval
ordering/nesting, ARMA + orders$select, diagnostics, simulate
reproducibility, confint/summary shapes, Box-Cox positivity, outlier
detection, pandas-Series lag inference, input validation. Auto-lambda
(power Z) tests are guarded by importorskip("smooth") so engine-only
functionality runs in CI without the non-PyPI sibling packages.
- pyproject: pytest (addopts ignores test_*_parity.py), ruff (E/F/W/I/B/UP),
mypy (ignore_missing_imports, files=src/muse) config; parity scripts
excluded from lint too.
- .github/workflows/python-check.yaml: ubuntu job installing Armadillo +
LAPACK/BLAS, building/installing muse via scikit-build-core, then running
ruff / mypy / pytest. Verified end-to-end in an isolated venv
(30 passed, 4 auto-lambda skipped without smooth).
Bug fixed (caught by the new tests): simulate() passed h=0 to the engine's
simulateInit loop, returning an empty (0 x nsim) matrix. Pass h=nobs so the
in-sample replay spans the full sample (nobs x nsim).
Lint fixes: zip(strict=False), raise ... from None, int|None annotation, and
type: ignore on the compiled _musecore import.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Expand the Python README into a standard package landing page (modelled on smooth's): badges (Python versions, CI, license), logo via absolute GitHub raw URL (renders on PyPI), feature list, install-from-source + system-requirements + optional-dependency table, a runnable Quick Example, a Model-specification reference table (P/T/S letters), an API-at-a-glance table (methods + properties), the relationship-to-R note, See Also, and License. All documented examples were run against the live API. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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Workflows and preparations for PyPI
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