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ProCreations/repro-geometry-aware-probabilistic-circuits-via-voronoi-tessellations

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Reproduction bundle

Claim-complete deterministic audit of OpenReview d9LsOCOB9z and arXiv 2603.11946v1.

bash

python3 -m pip install -r requirements.txt
PYTHONWARNINGS=error python3 reproduce.py

The executable performs 27 oblique factorization tests, six exact HFV enumerations, 13 certified-refinement depths, 360 soft-to-hard bound checks, and all eight full-scale appendix dataset generators. The source experiment figures are pinned; this package does not relabel its data-protocol audit as a full CirKit retraining run.