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Data Exploration

  • General purpose Explanatory Data Analysis tools
    • eda repository - numerical and graphical analysis of dataset features and their statistical properties
  • Interpretability and Explainability
    • gbm-trainer repository – focused on generally applicable regression and classification solution using GBM algorithms for interpretable results
  • Data Cleansing
    • dataset-preprocessing repository – focused on general dataset preprocessing tasks (filtering out unsuitable features) and extraction of new time and location-based features

 

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