Datasetpublic

Srishti280992/bp-gaussian-repro-bundle

BP Gaussian Convergence Reproduction Bundle This directory contains a clean-room numerical audit for Belief Propagation Converges to Gaussian Distributions in Sparsely-Connected Factor Graphs. Rerun python -m pip install -r requirements.txt python reproduce.py --output outputs/audit The same script was also run as a Hugging Face CPU Job: https://huggingface.co/jobs/Srishti280992/6a5d4cc1bee6ee1cf4ed1984. Contents reproduce.py: fixed-seed… See the full description on the dataset page: https://huggingface.co/datasets/Srishti280992/bp-gaussian-repro-bundle.

sourceHugging Faceupdated 2mo agoView on Hugging Face

0likes14downloads

Dataset Card

BP Gaussian Convergence Reproduction Bundle

This directory contains a clean-room numerical audit for Belief Propagation Converges to Gaussian Distributions in Sparsely-Connected Factor Graphs.

Rerun

bash

python -m pip install -r requirements.txt
python reproduce.py --output outputs/audit

The same script was also run as a Hugging Face CPU Job: https://huggingface.co/jobs/Srishti280992/6a5d4cc1bee6ee1cf4ed1984.

—reproduce.py: fixed-seed nonparametric belief-propagation audits.
—outputs/audit/summary.json: nested raw evidence for all claims.
—outputs/audit/*.csv: tidy tables for chain, tree, loopy, star, and prior-strength checks.
—outputs/audit/bp_gaussian_audit.png: four-panel audit plot.
—poster.html, poster_embed.html, poster_preview.*, GATE_REPORT.json: Posterly reproduction poster and gates.
—source/SOURCE.json: paper and infrastructure provenance links.