README.md

---
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.