ProtonPottsMPNN
This is 1 of 232 launches in local and edge model runtimes — see how it stacks up on momentum and crowding →
97 other launches read as similar to this one →
Details
- External ID
- 1397108372
- Source
- GITHUB
- Company
- —
- Product
- ProtonPottsMPNN
- Website domain
- github.com
- Launched
- Sept. 30, 2026
- Cohort
- —
- Upvotes
- 25
- Upvotes percentile
- 0.6712411950449356
- Tags
- —
- Fetched at
- Oct. 2, 2026, 5:02 p.m.
- Updated at
- Oct. 2, 2026, 5:02 p.m.
Enrichment
- Theme
- local and edge model runtimes
- Vertical
- Healthcare
- Function
- Dev tools
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- deep learning tool for protein design
- Manually corrected
- False
Could you build this?
No Based on the name, this is a deep learning bioinformatics repository implementing a message passing neural network (MPNN) combined with Potts models for computational protein design and protonation modeling.
What it would actually take: Requires PyTorch/PyTorch Geometric alongside specialized structural biology libraries like BioPython and OpenMM. Development demands deep academic expertise in computational biophysics, protein structural representations, statistical physics (Potts models), and training graph neural networks on massive molecular coordinate datasets.
Competitors
Other products that read as similar to this one — 97 launches clear the similarity bar, closest 8 shown.
Attention rank: #22 of 98 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 314 days after the earliest competitor.
- inputcn · github · 2026-09-17 · 9 upvotes · similarity 0.40
- NeuralFit game · hn · 2026-07-02 · 6 upvotes · similarity 0.39
- Open-source AMDGCN kernels for optimizing LLM inference · hn · 2026-08-25 · 5 upvotes · similarity 0.39
- Reimplementing PyTorch from scratch (MLP, CNN) to learn the internals · hn · 2026-02-03 · 5 upvotes · similarity 0.38
- genpark-graph-convolutional-network-gcn-layer-skill · github · 2026-09-28 · 7 upvotes · similarity 0.38
- nerve · github · 2026-09-15 · 24 upvotes · similarity 0.38
- ZenitiumDNS · github · 2026-09-27 · 17 upvotes · similarity 0.38
- GitHub · hn · 2026-01-16 · 6 upvotes · similarity 0.37
Other launches for this product
- No other launches for this product.
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