Show HN: Introducing Graphtune – A Compact AI-Powered Graph Algorithm Scheduler (with an Engaging Backstory)

The author developed an AI tool called Graphtune that predicts the best graph algorithm—like Dijkstra or BFS—based on the properties of a given graph. This tool utilizes an XGBoost model, trained on both synthetic and real graph datasets, to facilitate the automatic selection of the most efficient algorithm for various inputs. The inspiration behind the project stems from a video by a talented student from Imperial College, who explained a challenging Chinese math olympiad problem using captivating animations. Despite her insightful presentation, the video received minimal views, which upset her. The author hopes that by sharing this tool, they can increase visibility for her work. Instead of simply starring the repo, they encourage viewers to positively engage with her video by liking it and leaving supportive comments, emphasizing that even a small gesture can make a significant impact on someone’s morale.

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