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Jypyter Structure of the project

  • "baseline_model.ipynb": contains the definition of the baseline model, and the PCA model
  • "dataExploration_grouped_by_game.ipynb": contains the data exploration relative to data grouped by match type
  • "dataExploration.ipynb": contains a preliminary data exploration, expanded then in "groupCSVCreator.ipynb", "groupTrainValTestSplit.ipynb"
  • "groupCSVCreator.ipynb": was used to group the original dataset into the dataset made of data grouped by groupId
  • "groupModelQuantization.ipynb": was used for obtaining the quantized models
  • "groupModelTraining.ipynb": was used for running the hyperparameter optimizers
  • "groupTrainValTestSplit.ipynb": contains preprocessing of grouped data and generates the train, val, test split
  • "plots": contains various plots extracted from the data
  • ".h5" and ".keras" files: contains information about the models that can be loaded using Keras

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