neonforestmist/sinkhorn-normalization-diffusion-kernels-repro-artifacts/space-snapshot - Storage Bucket

Six Sinkhorn diffusion certificates

This frozen, unpublished package audits all six operative anchored claims for Sinkhorn Normalization of Diffusion Kernels (LJdacnMXkr, arXiv 2507.06161v2). The conservative prerelease forecast is 12/12; that is not an official score.

The evidence combines finite matrix identities for symmetric diagonal scaling, Gaussian/exponential refinement grids, an explicit 0.1% iteration audit, joint diffusion-axiom checks, three irregular data modalities, and a source-locked Stanford Armadillo spectral comparison. Eight destructive controls are executed, not merely described.

Run locally with CPU-only settings:

CUDA_VISIBLE_DEVICES='' PYTORCH_ENABLE_MPS_FALLBACK=0 \
  OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 \
  python reproduction/run_tests.py

Future artifact Bucket: https://huggingface.co/buckets/neonforestmist/sinkhorn-normalization-diffusion-kernels-repro-artifacts

The USE_IT_LOCK forbids publication or consumption until the user explicitly says USE IT.