| """Verifier layer: parse hypothesis, simulate, score, summarise mismatch. | |
| Public API: | |
| - :func:`parse_equation` (``parser``): convert a SymPy-grammar string into a | |
| callable ODE right-hand-side, validated against a strict whitelist. | |
| - :func:`simulate_hypothesis` (``simulator``): run the parsed RHS forward in | |
| time via ``scipy.integrate.odeint``. | |
| - :func:`compute_match` (``metrics``): R-squared between observed and | |
| predicted trajectories. | |
| - :func:`summarize_mismatch` (``mismatch``): generate a one-sentence English | |
| description of where prediction diverges from observation. | |
| - :func:`compute_reward` (``reward``): combine all components into a | |
| :class:`RewardBreakdown`. | |
| """ | |
| from physix.verifier.metrics import compute_match, residual_summary | |
| from physix.verifier.mismatch import summarize_mismatch | |
| from physix.verifier.parser import ParseError, ParsedEquation, parse_equation | |
| from physix.verifier.reward import compute_reward | |
| from physix.verifier.simulator import SimulationError, simulate_hypothesis | |
| __all__ = [ | |
| "compute_match", | |
| "residual_summary", | |
| "summarize_mismatch", | |
| "ParseError", | |
| "ParsedEquation", | |
| "parse_equation", | |
| "compute_reward", | |
| "SimulationError", | |
| "simulate_hypothesis", | |
| ] | |