ArXiv Core Claims Code Bundle

This repository subset packages the code paths behind the public jaguar ReID ArXiv core claims and key experiment families.

Included Scope

• Axis-1 and Axis-2 claimset pipeline (manifest build, per-cell execution, aggregation).
• Claim gating and provenance tooling (paired AP/CMC significance, go/no-go checks, provenance and SoT helpers).
• Key benchmark families used in the paper narrative: ArcFace, Lorentz, and Triplet.
• ArXiv table traceability assets and deterministic CSV to TeX row export adapter.
• Optional HPI SLURM templates under remote_setup/templates/ with placeholder paths.

Not Included

• Heavy datasets, checkpoints, W&B exports, and large canonical result bundles.
• Exploratory and legacy experiment branches not required by the core claims path.

Quick Start

python3 -m venv .venv
source .venv/bin/activate
pip install -e .

Smoke and contract checks:

python3 tools/verify_release_bundle.py --bundle-root .

Tiny local claimset flow (mocked inputs):

python3 tools/run_tiny_claimset_smoke.py --bundle-root . --workdir ./tmp_smoke

ArXiv table row export from canonical CSV artifacts:

python3 tools/export_arxiv_table_rows.py \
  --canonical_root /path/to/canonical_axis12_test_bundle \
  --output_dir ./generated_tables

Main References

• CLAIM_TO_CODE_MATRIX.csv
• CLAIM_TO_CODE_MATRIX.md
• REPRODUCIBILITY.md
• EXPERIMENT_SCOPE.md