Newer projects are even exploring Graph Neural Networks to analyze player passing networks. đź“Š 4. Data Sources for Your Own Model
Modern GitHub projects utilize a variety of sophisticated techniques: football-prediction-github
⚽ The State of Football Prediction on GitHub: 2025–2026 Edition Newer projects are even exploring Graph Neural Networks
Many developers are currently focused on the ongoing and upcoming European league cycles. Projects like English-Premier-League-Prediction use historical data to forecast matches for the season. Other repositories, such as Top-4-Soccer-League-Winners , go a step further by predicting the ultimate champions and total points for leagues like LaLiga, Serie A, and the Bundesliga. 🌍 2. The Road to the 2026 World Cup such as Top-4-Soccer-League-Winners
Neural networks built with TensorFlow and Keras are used for more complex pattern recognition.