sequence_learner

SequenceLearner Examples

• Batch Learning Anomaly Detection

  • train_test_scalar_sequence_anomalies.py
    • Use ScalarTransform and SequenceLearner
  • train_test_discrete_sequence_anomalies.py
    • Use DiscreteTransform and SequenceLearner

• Online Learning Anomaly Detection

  • online_learning_scalar_sequence_anomalies.py
    • Use ScalarTransform and SequenceLearner
  • online_learning_discrete_sequence_anomalies.py
    • Use DiscreteTransform and SequenceLearner

• Save and Load Trained Model to File

  • load_save_sequence_learner.py
    • Train, save, load, and compare learned model with ScalarTransform and SequenceLearner

• Template

  • template_anomaly_detector.py
    • Example of anomaly detection using the AnomalyDetector template

• Pooling

  • anom_pooler.py
    • Example of anomaly detection with PatternPooler block

• Multivariate

  • anom_hierarchy.py
    • Example of anomaly detection on multiple time series using a hierarchy of blocks
  • multivariate_anomaly_detection.py
    • Example of multivariate time-series anomaly detection