README.md

metadata

title: NBA Sage Predictor
emoji: 🏀
colorFrom: blue
colorTo: yellow
sdk: docker
pinned: true
license: mit

NBA Sage - ML Prediction System

An advanced NBA game prediction system using machine learning and ELO ratings.

Features

• 🎮 Live Game Tracking - Real-time scores and predictions
• 🎯 Game Predictions - ML-powered win probability predictions
• 📊 Model Accuracy - Track prediction performance
• 🏆 MVP Race - Current MVP candidate rankings
• 👑 Championship Odds - Team championship probability rankings
• ⚔️ Head to Head - Compare any two teams

Tech Stack

• Frontend: React + Vite
• Backend: Flask API
• ML: XGBoost, LightGBM, ELO Rating System
• Data: NBA API

Author

Built with ❤️ for NBA fans and data enthusiasts.