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AFLFootyTipsML

ML Algorithm used to predict AFL footy tips based on player and team statistics

To install dependencies and run unit tests initially, run the following:

  • Install python 3.6 (or newer) (if on linux: sudo apt install python3 and sudo apt install python3-dev)
  • Install pip (if on linux: sudo apt install python3-pip)
  • Install g++ (if on linux: sudo apt install g++)
  • Install py-make (python3 -m pip install py-make)
  • Run pymake from the AFLFootyTipsML directory (python3 -m pymake)

Neural network / classification algorithm reference: https://www.tensorflow.org/tutorials/structured_data/feature_columns

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ML Algorithm used to predict AFL footy tips based on player and team statistics

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