KGO
[NeurIPS 2026] Koopman Generative Operators for Efficient Probabilistic Time-Series Forecasting
Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.
Want to reach these readers? Sponsor an issue.
GITHUB · launched Nov 3, 2026 · 54 upvotes (top 59%) · 0 views
Niche: machine learning developer tools · 303 launches, 11 in the last 7 days ▼ -45% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Hobby / open-source project
- dynamical-systems
- flow-matching
- generative-models
- koopman-operator
- probabilistic-forecasting
- time-series
- +1 more
Visit website ↗ Source listing ↗
More like this: all 303 launches in machine learning developer tools →
Could you build this?
No This is a research artifact for a NeurIPS paper. Its core method, Koopman-based flow matching with an adaptive uncertainty gate, is novel research and not a product a builder can assemble from an AI assistant.
What it would actually take: Reproducing it requires a strong ML research background: Koopman operator theory, flow matching, and probabilistic forecasting. You would need the ProbTS benchmark setup, GPU training resources, and the paper's architecture details, which the scraped text does not include.
Competitors
Other products that read as similar to this one : 1515 launches clear the similarity bar, closest 8 shown.
Attention rank: #844 of 1516 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 370 days after the earliest competitor.
- yug · github · 2026-10-01 · 8 upvotes · similarity 0.70
- Millnew AI · hn · 2026-08-27 · 5 upvotes · similarity 0.59
- KiT · github · 2026-09-28 · 11 upvotes · similarity 0.59
- JevGym · github · 2026-09-22 · 27 upvotes · similarity 0.57
- Latent-Foresight · github · 2026-10-01 · 14 upvotes · similarity 0.55
- Lotus weather · ph · 2026-09-13 · 1 upvotes · similarity 0.54
- djev · github · 2026-09-21 · 84 upvotes · similarity 0.53
- POInfra · github · 2026-09-28 · 14 upvotes · similarity 0.53
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.