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TODO.md

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Model

  • Do some research on what kinds of models other people use for this kind of data.
  • Figure out a way to visualize weights so I can figure out which input features are most useful.
  • Get a score predictor working.

Usability / General

  • Load the data into an SQLite database.
  • Move all of the Python code into a module directory and create one CLI input with multiple subcommands (i.e. ./ncaa-predict.py train, ./ncaa-predict.py predict-game, etc.).

Data

  • Include team division (seems to be confusing the model since it's predicting very low scores).
  • Figure out a way to include information about coaches.
  • Brainstorm other kinds of data we could include.