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v0.1.0 - Foundation & Documentation
π BoxMachiBox v0.1.0 - Foundation Release
First official release! This version establishes the core infrastructure and documentation for BoxMachiBox.
β¨ What's New
- ποΈ Clean Repository Structure - Separated backend/ML from frontend
- π Professional Documentation - Comprehensive README with setup guides
- π MIT License - Open-source licensing for collaboration
- π§ Updated .gitignore - Proper file exclusions and model protection
- π Live Deployment - API on Render, Frontend on Vercel
π― Current Features
- 93.89% Prediction Accuracy - XGBoost model trained on 2022-2025 data
- FastAPI Backend - RESTful API with 6 endpoints
- Next.js Frontend - Modern UI with dark F1 aesthetic
- 47 ML Features - Qualifying intelligence, driver momentum, constructor strength
π Live Links
- Frontend: https://boxmachibox.vercel.app/
- API: https://boxmachibox.onrender.com
- API Docs: https://boxmachibox.onrender.com/docs
π Technical Details
- Model: XGBoost Ensemble (multi-seed)
- Training Data: 1,558 samples (2022-2024 + 2025 R1-R20)
- Test Accuracy: 93.89% on 2025 R21-R24
- Backend: FastAPI 0.115.6, Python 3.10+
- Frontend: Next.js 15, TypeScript, Tailwind CSS
π Credits
Backend & ML: @sarva-20
Frontend: @Prabakaran
Next Release (v0.2.0): Enhanced driver/circuit display with team codes and track names