Show HN: Graphtune – A tiny AI-assisted graph algorithm scheduler (with a story)

Hacker News - AI
Jun 18, 2025 13:39
lixiasky
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Summary

Hi HN, I built a small AI-assisted tool that predicts which graph algorithm (e.g., Dijkstra, BFS, coloring) to apply based on graph properties. GitHub: https://github.com/lixiasky/Graphtune Model: XGB...

Hi HN, I built a small AI-assisted tool that predicts which graph algorithm (e.g., Dijkstra, BFS, coloring) to apply based on graph properties. GitHub: https://github.com/lixiasky/Graphtune Model: XGBoost trained on synthetic + real graph data Use Case: Automatically selects the fastest algorithm for your input graph. --- But the reason I built it might be more interesting. A few days ago, I watched this video by a brilliant girl from Imperial College math department. She explained a Chinese math olympiad problem using Manim animations and really deep insights: https://www.bilibili.com/video/BV1WsMCzeEQg/ Unfortunately, the video didn’t get much attention, and she mentioned on stream that she cried after seeing the low views. So I made this project inspired by her problem and her visuals, hoping to help more people discover it. If you like this idea, you don’t need to star my repo — but please consider clicking into her video, giving it a thumbs up, and leaving a kind comment. Maybe ju