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Contents

  • The Energy Fault Detector package
    • Config
    • FaultDetector
    • quick_fault_detector()
    • energy_fault_detector.anomaly_scores
    • energy_fault_detector.autoencoders
    • energy_fault_detector.config
    • energy_fault_detector.core
    • energy_fault_detector.data_preprocessing
    • energy_fault_detector.data_splitting
    • energy_fault_detector.evaluation
    • energy_fault_detector.quick_fault_detection
    • energy_fault_detector.root_cause_analysis
    • energy_fault_detector.threshold_selectors
    • energy_fault_detector.utils
      • energy_fault_detector.utils.analysis
      • energy_fault_detector.utils.data_downloads
      • energy_fault_detector.utils.visualisation
    • energy_fault_detector.fault_detector
    • energy_fault_detector.main
    • energy_fault_detector.registration
  • Usage examples
  • Logging Configuration
energy_fault_detector
  • energy_fault_detector
  • energy_fault_detector.utils
  • View page source

energy_fault_detector.utils

Utility functions.

  • energy_fault_detector.utils.analysis
    • calculate_criticality()
    • create_events()
  • energy_fault_detector.utils.data_downloads
    • download_file()
    • download_zenodo_data()
    • fetch_record()
    • list_files()
    • parse_record_id()
    • prepare_output_dir()
    • safe_extract_zip()
  • energy_fault_detector.utils.visualisation
    • animate_bias()
    • animate_corrected_input()
    • plot_arcana_importance_series()
    • plot_arcana_losses()
    • plot_arcana_mean_importances()
    • plot_learning_curve()
    • plot_reconstruction()
    • plot_score_with_threshold()
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