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data-wrangling

Data wrangling

This folder contains code for preparing the data: creating labels, splitting into training/validation/testing sets, etc.

  • convertAllLabels: converts all csv labels into mat files containing row and image label vectors.
  • createRowLabelVectors: converts csv labels into row label vectors.
  • createImageLabelVectors: converts csv labels into image label vectors.
  • combineData: base function to combine data from multiple folders into one file.
  • combineDataForTrainingTesting: combines all June data into a June file, and all July data into a July file.
  • splitData: splits the preprocessed data files into training, validation, and testing sets.
  • prepareFeaturesAndLabelsForPython: converts the training features and labels into a format that can be used in Python for computing mutual information.