Scoutview is a ML based football analytics platform that analyzes historical match data to extract team skill genres and predicts future match outcomes using clustering, ensemble models, and probabilistic goal modeling.
The system is designed as an end-to-end pipeline: data collection, feature engineering, modeling, prediction, and visual presentation through a web interface.
devcontainer used to set up the development environment. Once the environment is ready to use, you can run the project with:
task <apps>:runTo start all services using Docker:
docker-compose up -dOnce running and train a model*, you can access the UI to view predictions, visualizations, and simulation results.