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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
        • root_cause_analysis.arcana
        • root_cause_analysis.arcana_utils
      • threshold_selectors
      • utils
      • registration
EnergyFaultDetector
  • energy_fault_detector
  • energy_fault_detector
  • root_cause_analysis

root_cause_analysis

Root-cause analysis explaining which sensors caused a detected anomaly.

  • root_cause_analysis.arcana
    • Arcana
      • Arcana.opt
      • Arcana.draw_samples()
      • Arcana.find_arcana_bias()
      • Arcana.initialize_x_bias()
      • Arcana.update_x_bias()
  • root_cause_analysis.arcana_utils
    • calculate_arcana_importance_time_series()
    • calculate_mean_arcana_importances()
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