Pith Number

pith:WZVKSH6D

pith:2017:WZVKSH6DM5OPDS3DOQIJGRPAEB

not attested not anchored not stored refs pending

TensorFlow Distributions

Alex Alemi, Brian Patton, Dave Moore, Dustin Tran, Eugene Brevdo, Ian Langmore, Joshua V. Dillon, Matt Hoffman, Rif A. Saurous, Srinivas Vasudevan

arxiv:1711.10604 v1 · 2017-11-28 · cs.LG · cs.AI · cs.PL · stat.ML

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

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

Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro

Dream to Control: Learning Behaviors by Latent Imagination

A renormalization-group inspired lattice-based framework for piecewise generalized linear models

Missingness-aware Data Imputation via AI-powered Bayesian Generative Modeling

Excited-State Quantum Chemistry on Qumode-Based Processors via Variational Quantum Deflation

Receipt and verification

First computed	2026-05-18T00:29:07.826043Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b66aa91fc3675cf1cb6374109345e02048c8a24961c4c04d68efdc33d52bbc10

Aliases

arxiv: 1711.10604 · arxiv_version: 1711.10604v1 · doi: 10.48550/arxiv.1711.10604 · pith_short_12: WZVKSH6DM5OP · pith_short_16: WZVKSH6DM5OPDS3D · pith_short_8: WZVKSH6D

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/WZVKSH6DM5OPDS3DOQIJGRPAEB \
  | 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: b66aa91fc3675cf1cb6374109345e02048c8a24961c4c04d68efdc33d52bbc10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4fb3c29e839c762b1811c99379e24c5215de4bbc9708f7a94b68f5bc44bc91ba",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-11-28T23:05:15Z",
    "title_canon_sha256": "b165a8a7440a14e125ddb41906f9e39930e61a6b1c3bd510d22374d4e715174b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.10604",
    "kind": "arxiv",
    "version": 1
  }
}