SOCCER_AI_MASTER
Python, Scikit-learn, XGBoost, Pandas, FastAPI
•
Active
SOCCER_AI_MASTER: AI-Driven Sports Intelligence
An advanced analytics platform that applies machine learning algorithms to historical sports data to identify value in betting markets.
Algorithmic Approach
- Feature Engineering: Computes advanced metrics like Expected Goals (xG), ELO ratings, and fatigue indices.
- Ensemble Modeling: Combines Random Forests, Gradient Boosting, and Neural Networks for robust probability estimation.
- Market Analysis: Automatically compares model probabilities with bookmaker odds to flag positive EV (Expected Value) opportunities.