Project to Scout Football Players using statistics and machine learning
The project has 4 files:
- expected goals.ipynb: to create the expected goals model
- stats_summary.ipynb: to create the summary with stats from players of wanted league
- scout.ipynb: to run the scout similarity algorithms
- wyscout data.ipynb: to handle wyscout data
There are 2 folders, summaries and models to store the models and the summaries created by the code.
The main database is the wyscout data, which can be downloaded in wyscout website (https://footballdata.wyscout.com/download-samples/)