{"repo":"VforVitorio/F1-StratLab","free":true,"listed":false,"github":"https://github.com/VforVitorio/F1-StratLab","clone":"git clone https://github.com/VforVitorio/F1-StratLab.git","description":"Open-source multi-agent AI platform for Formula 1 race replay, strategy simulation, and explainable race strategy recommendations. (work in progress, MVP in legacy branch)","language":"Jupyter Notebook","stars":17,"topics":["ai","deep-learning","fastapi","fastf1","formula-1","langgraph","lightgbm","monte-carlo-simulation","multi-agent-systems","openf1"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"F1 StratLab Race strategy, decided by six agents. F1 StratLab is an open-source multi-agent AI platform for Formula 1 race replay and real-time strategy simulation. Replay a full race lap by lap in an interactive 2D interface and watch six specialised agents and an orchestrator work out an explainable strategy for every lap, covering tire wear, lap time, race situation, pit windows, team radio, and FIA regulations. Documentation: https://docs.f1stratlab.com/ Landing page · Full documentation · DeepWiki · Paper · Hugging Face dataset ▶ The Arcade : 2D race replay, strategy dashboard and live telemetry, all driven by one shared stream. Click for the full clip , or see all three surfaces on the landing page . 🏆 Final Degree Project, completed June 2026 · graded 10/10 with Distinction (Matrícula de Honor) · unanimously recommended by the tribunal for publication as a research article. --- What it is In Formula 1, strategic decisions must be made within seconds while juggling weather, tire wear, track position, and fuel. F1 StratLab packages a multi-agent AI system (six specialised agents coordinated by an orchestrator) plus a 2D race replay and a post-race analytics UI into a single repository. Data comes from FastF1 and OpenF1; models span XGBoost, TCN + MC Dropout, LightGBM, RoBERTa / SetFit / BERT-large, Whisper, and FIA RAG over Qdrant. See ARCHITECTURE.md for the one-page topology and docs/ for the deep dives. Features - Lap-by-lap 2D race replay of a Grand Prix, in real ti","default_branch":null,"files":null,"tree":[],"storefront":"/r/VforVitorio","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/VforVitorio/F1-StratLab/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}