Pith Number

pith:VIMF6RIV

pith:2018:VIMF6RIV4KTVIJ3OPTB6YJECEU

not attested not anchored not stored refs pending

An Introduction to Probabilistic Programming

Brooks Paige, Frank Wood, Hongseok Yang, Jan-Willem van de Meent

arxiv:1809.10756 v2 · 2018-09-27 · stat.ML · cs.AI · cs.LG · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VIMF6RIV4KTVIJ3OPTB6YJECEU}

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

6 papers in Pith

Deployable probabilistic programming

RefineStat: Efficient Exploration for Probabilistic Program Synthesis

Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro

SuperDP: Differential Privacy Refutation via Supermartingales

Evidence-Tracked Tape Semantics for Probabilistic Computation

Receipt and verification

First computed	2026-07-05T03:23:35.350222Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa185f4515e2a754276e7cc3ec2482251fe6078a5cc834a06d91a9c23e5eac95

Aliases

arxiv: 1809.10756 · arxiv_version: 1809.10756v2 · doi: 10.48550/arxiv.1809.10756 · pith_short_12: VIMF6RIV4KTV · pith_short_16: VIMF6RIV4KTVIJ3O · pith_short_8: VIMF6RIV

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/VIMF6RIV4KTVIJ3OPTB6YJECEU \
  | 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: aa185f4515e2a754276e7cc3ec2482251fe6078a5cc834a06d91a9c23e5eac95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1280ed7cf9c807ad28143cb23c8a41ed7bf9877717129637efcc23164d5ee78c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.PL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-09-27T20:44:23Z",
    "title_canon_sha256": "0c96f7a20c22c6bbb4918a58acb86356f5275e072eae0b9a300f566e82e4eb4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.10756",
    "kind": "arxiv",
    "version": 2
  }
}