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+# PHASE 9 — Release (2026-11-03) |
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+ |
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+## Package |
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+- Repository `wp41_uqo` (git, `origin = gitsrv:srv/git/wp41_uqo.git`, branch `main`), installable package `chronos_x` |
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+ (`pyproject.toml`, `make install`), CLI `chronos-x` (forecast at one origin from a saved model and a cached grid). |
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+- Configs: `pilot`, `feasibility`, `main`, `ablations`, `baselines`, `final`, `synthetic_smoke`. |
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+- Scripts: audit → universe → coverage → download → experiment (3 stages) → benchmark → pairwise/economic → evaluate → |
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+ figures → static tables → references; `node_run.sh` for detached runs; `make_synthetic.py` for license-free fixtures. |
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+- Docs: `DATA_CARD`, `MODEL_CARD`, `REPRODUCIBILITY`, `LICENSE`, `OPERATIONS`, `PHASE_0..9_REPORT`, `README`, `CLAUDE.md`. |
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+- Paper: `paper/main.tex` + sections + generated tables/figures/macros + verified `references.bib` + `main.pdf`. |
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+ |
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+## License review (FirstRate Data private use) |
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+Committed / released: code, configs, manifests (tickers and selection rules), aggregate scores (summaries, leaderboards, |
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+comparisons, pairwise, subgroups, calibration), figures of scores, benchmark, API audit (no bars), coverage audit |
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+(bar counts per instrument — allowed aggregate), synthetic fixtures, the manuscript. |
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+Excluded by `.gitignore` and kept only on the compute node / laptop mirror: Parquet bars, grids, `origins_*.csv` |
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+(realised returns per origin), `pred_*.npz`, `per_origin_*.npz`, checkpoints. Checked with `git ls-files | grep -E 'parquet|origins_|pred_|\.pt$'` |
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+(empty). Attribution line in the paper: "Intraday data: FirstRate Data (private license), accessed through FinData OS." |
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+ |
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+## Reproducibility instructions |
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+`docs/REPRODUCIBILITY.md` (environment, license-free example, full study command list in order, seeds, artifact map). |
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+The synthetic example reproduces the software path end to end in about three minutes on an Apple-silicon laptop |
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+and is also the slow integration test. |
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+ |
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+## Gates at release |
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+- Offline tests: 27 passed (unit 6, synthetic 5, leakage 5, numerical 10, slow synthetic end-to-end pipeline 1), 5 live tests skipped without `WP41_LIVE` — `results/logs/release_tests.out`, 2026-11-03. |
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+- Live contract tests: 5/5 on 2026-11-02 (`WP41_LIVE=1`). |
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+- Manuscript: `latexmk` exit 0, 0 undefined references/citations, every table and figure generated from saved results. |
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+- Figures/tables ↔ outputs: `paper/tables/*.tex` and `paper/figures/*` regenerated from `results/metrics` immediately before |
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+ the final build (`scripts/evaluate.py`, `make_figures.py`, `make_static_tables.py`); macros count 3 468. |
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+ |
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+## Not done / deferred (honest list) |
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+- SSRN deposit and www.spboucher.ai entry (owner's decision). |
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+- Extended-hours experiments, delisted-instrument backfill, quote data, mixed precision, Large (50–100 M) preset. |
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+- Foundation-model baselines (Chronos/TimesFM), iTransformer, EGARCH. |