/worldcup-prediction

Soccer Worldcup Simulation Framework for Prediction

Primary LanguagePythonOtherNOASSERTION

worldcup-prediction

Soccer Worldcup Simulation Framework for Prediction

Easy to use

  1. Set Parameters in "cup.py"
  2. Start script using "python3 cup.py"
  3. Simulation will be performed and results are printed in console

Parameters to set

  1. Change parameter "self.model_id" to the model you want to test
  2. Prameter "self.groups" is already filled with groups and teams of Worldcup 2018

Implemented Models

  1. Random results with up to 5 goals per team: self.model_id = "random"
  2. Home always wins: self.model_id = "HomeAlwaysWins"

Ideas for further models

  1. Deep learning for match prediction, train model with results of previous matches
  2. Use bet odds, e.g. bwin, betfair
  3. Use data from world ranking list
  4. whatever...