LN-Tools — PUMA’s Python stack (Python 3.11, pinned) includes scikit-learn, SciPy…
PUMA’s Python stack (Python 3.11, pinned) includes scikit-learn, SciPy (Wilcoxon, bootstrap), NumPy, pandas, Pydantic v2, SQLAlchemy 2.0 + Alembic (bi-temporal SQLite), Ruff, mypy —strict, pytest, Typer/Rich CLI, Jinja2, and matplotlib/plotly.
Source: PUMA project documentation · Traceability: corpus unit
ANXAG-016· Confidence: verified-at-primary-source