Contributing ============ Create an isolated environment and install the development dependencies: .. code-block:: bash python -m venv .venv source .venv/bin/activate python -m pip install --upgrade pip python -m pip install -e ".[test,docs,demo,io]" pytest sphinx-build -W -b html docs docs/_build/html Scientific changes require an implementation note, regression coverage, and an explicit statement of whether existing numerical outputs change. Do not replace graph connectivity, boundary semantics, normalization, tie handling, or profile defaults without a documented scientific proposal. The repository ``CONTRIBUTING.md`` contains the complete contributor guide.