# Reproducing the final dataset snapshot

This folder preserves the published experiment code and scientific evidence, including pilots and negative results. Archived manuscript editions, their assembly builders and transient logs are omitted. The current report is in ../manuscript/. It can be rebuilt from its frozen Markdown using ../rebuild_pdf.py; historical assembly is not required.

Use Python 3.12 for the tested NumPy/SciPy environment. The local uploader has separate requirements and does not need these scientific dependencies.

From the repository root:

```bash
python -m pip install -r source/requirements.txt
python reproduce.py --tests-only --suite new --output ../reproduced_v6_checks
python reproduce.py --suite new --output ../reproduced_v6
```

Prior study suites remain available through --suite v5, v4, v3, old or all. The runner executes the documented checks/studies; optional analysis/report scripts can be run separately. All output paths should be outside the immutable dataset directory before uploading it. Timing is host-specific.