EnergyFaultDetector Logo

Getting started

  • Usage examples
  • Quick fault detection (CLI)
  • Configuration

Models and methods

  • ARCANA: Root cause analysis
  • CARE2Compare guide
  • CARE2Compare FAQ
  • Model overview
  • Sequence models
  • Sequence-to-one models
  • Sequence-to-sequence models
  • Anomaly scores

Advanced usage

  • Advanced usage and customization
  • Logging Configuration

API reference

  • The EnergyFaultDetector package
    • energy_fault_detector
      • Config
      • FaultDetector
      • anomaly_scores
      • autoencoders
      • config
      • core
      • data_preprocessing
      • data_splitting
      • evaluation
      • quick_fault_detection
      • root_cause_analysis
      • threshold_selectors
      • utils
        • utils.analysis
        • utils.data_downloads
        • utils.visualisation
      • registration
EnergyFaultDetector
  • energy_fault_detector
  • energy_fault_detector
  • utils

utils

Helper utilities shared across the package.

  • utils.analysis
    • calculate_criticality()
    • create_events()
  • utils.data_downloads
    • download_backblaze_data()
    • download_zenodo_data()
  • utils.visualisation
    • animate_bias()
    • animate_corrected_input()
    • plot_arcana_importance_series()
    • plot_arcana_losses()
    • plot_arcana_mean_importances()
    • plot_learning_curve()
    • plot_reconstruction()
    • plot_reconstruction_with_model()
    • plot_score_with_threshold()
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