Pith Number

pith:KBU6QA6I

pith:2016:KBU6QA6I2TOV2UGQKTKA6ESONJ

not attested not anchored not stored refs pending

Deep Learning in Finance

J. B. Heaton, J. H. Witte, N. G. Polson

arxiv:1602.06561 v3 · 2016-02-21 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KBU6QA6I2TOV2UGQKTKA6ESONJ}

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

Integration of Wavelet Transform Convolution and Channel Attention with LSTM for Stock Price Prediction based Portfolio Allocation

Receipt and verification

First computed	2026-05-18T00:26:08.889759Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5069e803c8d4dd5d50d054d40f124e6a77307ec37497263b18347fca564ddfef

Aliases

arxiv: 1602.06561 · arxiv_version: 1602.06561v3 · doi: 10.48550/arxiv.1602.06561 · pith_short_12: KBU6QA6I2TOV · pith_short_16: KBU6QA6I2TOV2UGQ · pith_short_8: KBU6QA6I

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/KBU6QA6I2TOV2UGQKTKA6ESONJ \
  | 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: 5069e803c8d4dd5d50d054d40f124e6a77307ec37497263b18347fca564ddfef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bda4329dec8cb2df6b7238aacb252c79a23d2ef3b59dc4d16fa1b8198febd352",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-02-21T18:19:56Z",
    "title_canon_sha256": "fc34106baf6150141bc02496309fa2412631c444a93a49967b74b54e6c544fc7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1602.06561",
    "kind": "arxiv",
    "version": 3
  }
}