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SPEC 0 recommends dropping support for Python versions 3 years after their initial release and for core scientific Python packages 2 years after theirs. Applying that schedule as of 2026 Q3 raises the floors to Python 3.12, numpy 2.2, scipy 1.15, pandas 2.3, scikit-learn 1.6 and matplotlib 3.10. Python 3.11 was released in October 2022 and is dropped. anndata, formulaic and formulaic-contrasts are not SPEC 0 core packages, so their floors are left alone. CI now tests the two ends of the supported range, 3.12 and 3.14, rather than 3.11 through 3.13. The suite passes on both, at the new floors and against current releases of every dependency. The requirements page still pointed at setup.py for the dependency list; it now points at pyproject.toml and states the support policy rather than the one-off note about Python 3.10. Signed-off-by: Lukas Heumos <lukas.heumos@posteo.net>
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Applies the SPEC 0 drop schedule as of 2026 Q3, raising the floors to Python 3.12, numpy 2.2, scipy 1.15, pandas 2.3, scikit-learn 1.6 and matplotlib 3.10, and moves CI to the ends of the supported range, 3.12 and 3.14.
The suite passes on both versions, at the new floors and against current releases of every dependency; anndata, formulaic and formulaic-contrasts are not SPEC 0 core packages so their floors are untouched.