candidate_code/README.md

Faithful executable reproduction

These files are byte-for-byte mirrors of the implementation used by the fixed OpenResearch command:

uv sync --frozen && uv run python repro/src/run_publication_gate.py

The fast, judge-facing checker at ../verify_candidate.py recomputes the critical C1–C6 quantities from the raw evidence and exits nonzero on any mismatch. From a downloaded Space revision:

uv run --python 3.12 --with numpy==2.3.3 --with scipy==1.16.2 python verify_candidate.py

The complete application campaign can be rerun from the GitHub repository with the fixed command above. Its pinned environment is recorded in requirements.txt; the repository also contains the authoritative pyproject.toml and uv.lock.

File roles:

• markov_core.py: empirical transition kernels, continuous composite GLR, row-wise KL statistic, adaptive boundary, pseudo-spectral gap, and Poisson solution.
• run_core_campaign.py: C1–C5 experiments, independent checks, and mutants.
• run_applications.py: the Appendix-G MCMC and MountainCar applications.
• test_markov_core.py: independent analytic unit checks.
• source_manifest.json: SHA-256 mapping to the authoritative repository files.