BetIntelML Soccer Predictions

Quick Overview ​

BetIntel is a complete system for ML-based football predictions, designed to identify value bets in European leagues.

Key Features ​

• ML Predictions - 1X2, Over/Under 2.5, BTTS with calibrated probabilities
• Value Bet Detection - Comparison with real-time odds from 10+ bookmakers
• Bankroll Management - Kelly Criterion with configurable fraction
• Performance Tracking - Accuracy, ROI, RPS, and calibration metrics

Supported Leagues ​

League	Country	Coverage
Serie A	Italy	Full
Premier League	England	Full
La Liga	Spain	Full
Bundesliga	Germany	Full
Ligue 1	France	Full

System Architecture ​

┌─────────────┐     ┌─────────────┐     ┌─────────────┐
│  Frontend   │────▶│  Backend    │────▶│  Database   │
│  Next.js    │     │  FastAPI    │     │  PostgreSQL │
└─────────────┘     └─────────────┘     └─────────────┘
                           │
                    ┌──────┴──────┐
                    ▼             ▼
              ┌──────────┐  ┌──────────┐
              │ ML Models│  │  Redis   │
              │ LightGBM │  │  Cache   │
              └──────────┘  └──────────┘

Getting Started ​

# Clone and configure
git clone https://github.com/auriti-web-design/prediction-odds.git
cd prediction-odds
cp backend/.env.example backend/.env

# Start services
docker compose up -d

# Verify
curl http://localhost:8000/health

📚 Continue with the Installation Guide