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b99b9ee | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 | """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",
]
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