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epl_perceptron

Pull match stats from epl games and run a simple perceptron to weight each stat's importance in a team winning a game!

Use:

Existing functionality:

run code every week after all games in the matchweek are played. Results and game stats for each team will be uploaded. If a team won the game the result is considered 1, otherwise it is 0.

A simple linear perceptron will run through input and output to modify weights accordingly.

Functionality to be added:

Allow users to provide their own input and test against the weights the program arrives at.