| title: "Reproduction: Optimal Regularization for Performative Learning" | |
| emoji: 📐 | |
| colorFrom: green | |
| colorTo: blue | |
| sdk: static | |
| pinned: false | |
| short_description: Native performative ridge audit | |
| tags: | |
| - trackio | |
| - open-reproductions | |
| - icml2026-repro | |
| - paper-G4ve69pimc | |
| # Reproduction bundle | |
| Direct deterministic execution of all five registered claims. | |
| ```bash | |
| python3 -m pip install -r requirements.txt | |
| PYTHONDONTWRITEBYTECODE=1 PYTHONWARNINGS=error python3 reproduce.py --output-dir /tmp/optimal-performative-replay | |
| PYTHONDONTWRITEBYTECODE=1 python3 validate_evidence.py | |
| PYTHONDONTWRITEBYTECODE=1 python3 verify_manifest.py | |
| ``` | |