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v0.1.0 - Foundation & Documentation

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@sarva-20 sarva-20 released this 17 Jan 12:07
· 8 commits to main since this release

πŸŽ‰ BoxMachiBox v0.1.0 - Foundation Release

First official release! This version establishes the core infrastructure and documentation for BoxMachiBox.

✨ What's New

  • πŸ—οΈ Clean Repository Structure - Separated backend/ML from frontend
  • πŸ“„ Professional Documentation - Comprehensive README with setup guides
  • πŸ“œ MIT License - Open-source licensing for collaboration
  • πŸ”§ Updated .gitignore - Proper file exclusions and model protection
  • πŸš€ Live Deployment - API on Render, Frontend on Vercel

🎯 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

πŸ”— Live Links

πŸ“Š 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

πŸ™ Credits

Backend & ML: @sarva-20
Frontend: @Prabakaran


Next Release (v0.2.0): Enhanced driver/circuit display with team codes and track names