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tadiwa-aizen/Optimizing-Football-Performance-with-Bayesian-Decision-Making-Tool

Developed a Bayesian network tool to optimize in-game decisions in football, analyzing factors like assist type, situation, and goalie position to advise players on shooting opportunities, enhancing strategy and performance

Greetings
The Bayesaina Network is in the Bayesain.ipynb file and the Decsiosn Network via Infererence Diagram is in the
Decsiosn.ipynb file.

Running both will display the networks and other relevant information.

The BN_Visuals and DN_Visuals are made in order to display the various diagrams for both networks.
These files also generate the probabilty tables for the networks

The dataset used can be found in the events .csv file.
Thank You

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Created November 12, 2023
Updated January 14, 2024