Pith Number

pith:ZMPKCTBJ

pith:2019:ZMPKCTBJ3RDK44OGFHNHESN44F

not attested not anchored not stored refs pending

GluonTS: Probabilistic Time Series Models in Python

Alexander Alexandrov, Ali Caner T\"urkmen, Danielle C. Maddix, David Salinas, Jan Gasthaus, Jasper Schulz, Konstantinos Benidis, Lorenzo Stella, Michael Bohlke-Schneider, Syama Rangapuram, Tim januschowski, Valentin Flunkert, Yuyang Wang

arxiv:1906.05264 v2 · 2019-06-12 · cs.LG · 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{ZMPKCTBJ3RDK44OGFHNHESN44F}

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

Parametric Prior Mapping Framework for Non-stationary Probabilistic Time Series Forecasting

Receipt and verification

First computed	2026-05-17T23:43:22.747463Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb1ea14c29dc46ae71c629da7249bce16570227d4747835e7ff02f819abbb6ac

Aliases

arxiv: 1906.05264 · arxiv_version: 1906.05264v2 · doi: 10.48550/arxiv.1906.05264 · pith_short_12: ZMPKCTBJ3RDK · pith_short_16: ZMPKCTBJ3RDK44OG · pith_short_8: ZMPKCTBJ

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/ZMPKCTBJ3RDK44OGFHNHESN44F \
  | 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: cb1ea14c29dc46ae71c629da7249bce16570227d4747835e7ff02f819abbb6ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f2ab03aff9c8ec19f3e392de06d7821174ed7f6d7c6194013feb151ceaf5fc8",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-12T17:44:53Z",
    "title_canon_sha256": "f999c2a21fe5e4ab53f70a83ed4e2fddbd93be0fff3a187d934e7ce596daf34d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.05264",
    "kind": "arxiv",
    "version": 2
  }
}