Pith Number

pith:26DDC2OT

pith:2020:26DDC2OT4D2QUBDGRSLKMWLHF5

not attested not anchored not stored refs pending

tfp.mcmc: Modern Markov Chain Monte Carlo Tools Built for Modern Hardware

Ashish Saxena, Christopher Suter, Cyril Chimisov, Dave Moore, Ian Langmore, Joshua V. Dillon, Junpeng Lao, Matthew D. Hoffman, Pavel Sountsov, Rif A. Saurous

arxiv:2002.01184 v1 · 2020-02-04 · stat.CO · cs.PL · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{26DDC2OT4D2QUBDGRSLKMWLHF5}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

gemlib.mcmc: composable kernels for Metropolis-within-Gibbs sampling schemes

Receipt and verification

First computed	2026-07-05T00:38:15.745859Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7863169d3e0f50a04668c96a659672f5ae7a7579be738f9b870585dbac358af

Aliases

arxiv: 2002.01184 · arxiv_version: 2002.01184v1 · doi: 10.48550/arxiv.2002.01184 · pith_short_12: 26DDC2OT4D2Q · pith_short_16: 26DDC2OT4D2QUBDG · pith_short_8: 26DDC2OT

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/26DDC2OT4D2QUBDGRSLKMWLHF5 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: d7863169d3e0f50a04668c96a659672f5ae7a7579be738f9b870585dbac358af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f46b1cf23c68a993567a8f19fb152f314ff92bd0003da36488c260bf8641fbcc",
    "cross_cats_sorted": [
      "cs.PL",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.CO",
    "submitted_at": "2020-02-04T09:27:26Z",
    "title_canon_sha256": "e3ac5332e105e5b88526e400101845b01bb6e2def53e0d92fd29c8e45ac56023"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.01184",
    "kind": "arxiv",
    "version": 1
  }
}