library.phases.phases_implementation.data_preprocessing package

Data preprocessing phase

Submodules

• library.phases.phases_implementation.data_preprocessing.bounds_config module
• library.phases.phases_implementation.data_preprocessing.class_imbalance module
  • ClassImbalance
    • ClassImbalance.class_imbalance()
• library.phases.phases_implementation.data_preprocessing.data_preprocessing module
  • Preprocessing
    • Preprocessing.delete_columns()
• library.phases.phases_implementation.data_preprocessing.feature_scaling module
  • FeatureScaling
    • FeatureScaling.scale_features()
• library.phases.phases_implementation.data_preprocessing.outliers_bounds module
  • OutliersBounds
    • OutliersBounds.bound_checking()
    • OutliersBounds.compare_distributions_grid()
    • OutliersBounds.get_outliers()
• library.phases.phases_implementation.data_preprocessing.uncomplete_data module
  • UncompleteData
    • UncompleteData.analyze_duplicates()
    • UncompleteData.get_missing_values()
    • UncompleteData.remove_duplicates()