Recently, computational methods have changed many sectors, and sports forecasting is included. The application of algorithms in estimating sports outcomes has gained significant traction among data analysts, clubs, and wagering fans. This trend highlights how numerical methods, data analytics, and AI technologies can boost our understanding of sports and potentially