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---
title: NBA Sage Predictor
emoji: ๐Ÿ€
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

- ๐ŸŽฎ **Live Game Tracking** - Real-time scores and predictions
- ๐ŸŽฏ **Game Predictions** - ML-powered win probability predictions
- ๐Ÿ“Š **Model Accuracy** - Track prediction performance
- ๐Ÿ† **MVP Race** - Current MVP candidate rankings
- ๐Ÿ‘‘ **Championship Odds** - Team championship probability rankings
- โš”๏ธ **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 โค๏ธ for NBA fans and data enthusiasts.