Pith Number

pith:NLWEP7DZ

pith:2026:NLWEP7DZK3LOWBDLUCKPSJD3VG

not attested not anchored not stored refs pending

Public Machine Learning Solver Framework for Novices in the Machine Learning Domain

Hafedh Mili, Lokman Saleh, Mounir Boukadoum

arxiv:2606.08212 v1 · 2026-06-06 · 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{NLWEP7DZK3LOWBDLUCKPSJD3VG}

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.

Receipt and verification

First computed	2026-06-09T01:05:30.205353Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6aec47fc7956d6eb046ba094f9247ba99568bf7d54bda902c257158ac3dac944

Aliases

arxiv: 2606.08212 · arxiv_version: 2606.08212v1 · doi: 10.48550/arxiv.2606.08212 · pith_short_12: NLWEP7DZK3LO · pith_short_16: NLWEP7DZK3LOWBDL · pith_short_8: NLWEP7DZ

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/NLWEP7DZK3LOWBDLUCKPSJD3VG \
  | 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: 6aec47fc7956d6eb046ba094f9247ba99568bf7d54bda902c257158ac3dac944

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "268c1d64598c38c56cf1a9ca5cea21178e1f08c06e8559ca2d1d68b8463fa119",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-06T14:57:14Z",
    "title_canon_sha256": "1200aabf10335437c0b864151d033cffe4d3ce0eb2ba55c16d26e8c2faaeb090"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.08212",
    "kind": "arxiv",
    "version": 1
  }
}