Executable examples

The examples/ directory contains reproducible workflows. Run its tests with the import mode that keeps similarly named example modules isolated:

python3 -m pytest -q examples --import-mode=importlib

Each scenario produces its own data and validates the resulting behavior. Supported deterministic numerical paths include the quickstart, Lorenz, Lotka–Volterra, SIR, inventory, and bundle-interchange workflows. Examples that name future capabilities—such as stochastic volatility, regime switching, delayed feedback, custom stages, custom operators, or server APIs—are capability-boundary exercises. They do not manufacture successful results for features the production core cannot encode or execute.

Read each example's README.md and assertions before interpreting numerical output as a scientific conclusion.