Pith Number

pith:MJ3DXP7T

pith:2024:MJ3DXP7THIZOULMN52SEN5SNYO

not attested not anchored not stored refs pending

Review of deep learning models for crypto price prediction: implementation and evaluation

Fangyixuan Huang, Haochen Zhou, Jingyang Wu, Rohtiash Chandra, Xinyi Zhang

arxiv:2405.11431 v2 · 2024-05-19 · cs.LG · q-fin.ST · stat.ML

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\usepackage{pith}
\pithnumber{MJ3DXP7THIZOULMN52SEN5SNYO}

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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

Quantile deep learning models for multi-step ahead time series prediction

Receipt and verification

First computed	2026-07-05T08:26:25.246990Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62763bbff33a32ea2d8deea446f64dc3a4a9e1505fb718b3064b7703db909445

Aliases

arxiv: 2405.11431 · arxiv_version: 2405.11431v2 · doi: 10.48550/arxiv.2405.11431 · pith_short_12: MJ3DXP7THIZO · pith_short_16: MJ3DXP7THIZOULMN · pith_short_8: MJ3DXP7T

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/MJ3DXP7THIZOULMN52SEN5SNYO \
  | 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: 62763bbff33a32ea2d8deea446f64dc3a4a9e1505fb718b3064b7703db909445

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a96bee57db2b1b11ab39bd562c108c948d1f1305c4e9135cabffe425ef21c7e3",
    "cross_cats_sorted": [
      "q-fin.ST",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-19T03:15:27Z",
    "title_canon_sha256": "33e3b4ca66d6f4d519d986ab9370368ed4b0f01a7bca04e36d2cee8ad992e08e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.11431",
    "kind": "arxiv",
    "version": 2
  }
}