genpark-message-passing-weisfeiler-lehman-skill
1-Weisfeiler-Lehman (1-WL) graph isomorphism test and neighborhood color refinement engine quantifying graph neural network expressivity.
Details
- External ID
- 1363425181
- Source
- GITHUB
- Company
- —
- Product
- genpark-message-passing-weisfeiler-lehman-skill
- Website domain
- github.com
- Launched
- Sept. 10, 2026
- Cohort
- —
- Upvotes
- 7
- Upvotes percentile
- 0.05976172175249808
- Tags
- agentic-ai, genpark-skill, gnn, graph-isomorphism, message-passing, weisfeiler-lehman
- Fetched at
- Sept. 14, 2026, 1:02 a.m.
- Updated at
- Sept. 14, 2026, 1:02 a.m.
Enrichment
- Theme
- specialized AI models and agent reasoning tools
- Vertical
- Horizontal
- Function
- Dev tools
- Audience
- Developer
- AI stance
- AI feature
- Project type
- Hobby / open-source project
- Normalized one-liner
- weisfeiler-lehman graph isomorphism test for graph neural networks
- Manually corrected
- False
Could you build this?
Yes The 1-Weisfeiler-Lehman color refinement algorithm is a standard, compact graph algorithm easily implemented in pure Python or TypeScript with NetworkX.
Competitors
Other products that read as similar to this one — 921 launches clear the similarity bar, closest 8 shown.
Attention rank: #705 of 922 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 314 days after the earliest competitor.
- genpark-graph-convolutional-network-gcn-layer-skill · github · 2026-09-28 · 7 upvotes · similarity 0.62
- genpark-ldpc-tanner-graph-belief-propagation-skill · github · 2026-09-28 · 7 upvotes · similarity 0.54
- genpark-dag-topological-sort-dependency-resolver-skill · github · 2026-09-29 · 7 upvotes · similarity 0.52
- genpark-l2-gradient-clipping-norm-skill · github · 2026-09-10 · 7 upvotes · similarity 0.52
- genpark-dense-feedforward-mlp-backprop-skill · github · 2026-09-28 · 7 upvotes · similarity 0.51
- genpark-dense-feedforward-mlp-backprop-skill · github · 2026-09-28 · 7 upvotes · similarity 0.51
- genpark-loop-invariant-induction-prover-skill · github · 2026-09-09 · 8 upvotes · similarity 0.51
- genpark-loop-invariant-induction-prover-skill · github · 2026-09-09 · 8 upvotes · similarity 0.51
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a dev tools tool for Sales yet.