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Getting started

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

Models and methods

  • ARCANA: Root cause analysis
  • Model overview
  • Sequence models
  • Seq2One models (sequence-to-one)
  • Seq2Seq models (sequence-to-sequence)

Advanced usage

  • Advanced usage and customization
  • Logging Configuration

API reference

  • The EnergyFaultDetector package
    • energy_fault_detector
      • Config
      • FaultDetector
      • 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.root_cause_analysis.arcana
        • energy_fault_detector.root_cause_analysis.arcana_utils
      • energy_fault_detector.threshold_selectors
      • energy_fault_detector.utils
      • energy_fault_detector.registration
EnergyFaultDetector
  • energy_fault_detector
  • energy_fault_detector
  • energy_fault_detector.root_cause_analysis

energy_fault_detector.root_cause_analysis

Root cause analysis.

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