Pith Number

pith:KSADFC6W

pith:2023:KSADFC6WS6DNXBWLJAODDYDRUI

not attested not anchored not stored refs pending

Deep Non-Parametric Time Series Forecaster

David Salinas, Jan Gasthaus, Lorenzo Stella, Syama Sundar Rangapuram, Tim januschowski, Valentin Flunkert, Yuyang Wang

arxiv:2312.14657 v1 · 2023-12-22 · 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{KSADFC6WS6DNXBWLJAODDYDRUI}

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

TSNN: A Non-parametric and Interpretable Framework for Traffic Time Series Forecasting

Receipt and verification

First computed	2026-07-05T07:27:18.290413Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5480328bd69786db86cb481c31e071a20ccea6ef2ad4d052f1a6d38f9b79c7c1

Aliases

arxiv: 2312.14657 · arxiv_version: 2312.14657v1 · doi: 10.48550/arxiv.2312.14657 · pith_short_12: KSADFC6WS6DN · pith_short_16: KSADFC6WS6DNXBWL · pith_short_8: KSADFC6W

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/KSADFC6WS6DNXBWLJAODDYDRUI \
  | 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: 5480328bd69786db86cb481c31e071a20ccea6ef2ad4d052f1a6d38f9b79c7c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bba0903cdc7d8b762a7d8fe78edb125bd223291444b9698cab0759f2ce98e49",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-22T12:46:30Z",
    "title_canon_sha256": "9cac0806149b0f49820af2cb549441fb3d59f6d8b8a1243d0b74622dc31b52ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.14657",
    "kind": "arxiv",
    "version": 1
  }
}