Pith Number

pith:CU3VFP6P

pith:2021:CU3VFP6PUGKLYV4BAGTVCIPU3M

not attested not anchored not stored refs pending

Darts: User-Friendly Modern Machine Learning for Time Series

Andrzej Skrodzki, Camila Williamson, Dennis Bader, Francesco L\"assig, Fr\'ed\'erick Gusset, Ga\"el Grosch, Guillaume Raille, Jan Ko\'scisz, Julien Herzen, L\'eo Tafti, Marek Pasieka, Matej Petrik, Maxime Dumonal, Michal Kosinski, Mounir Benheddi, Nicolas Huguenin, Samuele Giuliano Piazzetta, Thomas Neuer, Tomas Van Pottelbergh

arxiv:2110.03224 v3 · 2021-10-07 · cs.LG · stat.CO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CU3VFP6PUGKLYV4BAGTVCIPU3M}

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

2 papers in Pith

Reduced-Order Surrogates for Forced Flexible Mesh Coastal-Ocean Models

Degradation-aware Predictive Energy Management for Fuel Cell-Battery Ship Power System with Data-driven Load Forecasting

Receipt and verification

First computed	2026-07-05T04:24:35.928620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

153752bfcfa194bc578101a75121f4db1a699c3d1e04cda3f661e029d1980091

Aliases

arxiv: 2110.03224 · arxiv_version: 2110.03224v3 · doi: 10.48550/arxiv.2110.03224 · pith_short_12: CU3VFP6PUGKL · pith_short_16: CU3VFP6PUGKLYV4B · pith_short_8: CU3VFP6P

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/CU3VFP6PUGKLYV4BAGTVCIPU3M \
  | 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: 153752bfcfa194bc578101a75121f4db1a699c3d1e04cda3f661e029d1980091

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d3d8a9d761765f958a589566de32259c902980c328ec93773a4909c128db73b",
    "cross_cats_sorted": [
      "stat.CO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-07T07:18:57Z",
    "title_canon_sha256": "8099b7a0b2d5adf3c2ed62aacda49c007a2c25e11d1c552c4a69869079bbee76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.03224",
    "kind": "arxiv",
    "version": 3
  }
}