Examples

Launch an interactive demo notebook in Binder ⇒

• Detector
  • ThresholdAD
  • QuantileAD
  • InterQuartileRangeAD
  • GeneralizedESDTestAD
  • PersistAD
  • LevelShiftAD
  • VolatilityShiftAD
  • SeasonalAD
  • AutoregressionAD
  • MinClusterDetector
  • OutlierDetector
  • RegressionAD
  • PcaAD
  • CustomizedDetector
• Transformer
  • RollingAggregate
  • DoubleRollingAggregate
  • ClassicSeasonalDecomposition
  • Retrospect
  • RegressionResidual
  • PcaProjection
  • PcaReconstruction
  • PcaReconstructionError
  • CustomizedTransformer
• Aggregator
  • OrAggregator
  • AndAggregator
• Pipe
  • Pipeline
  • Pipenet
• Metrics
• Data Processing
  • Validate time series
  • Validate event list
  • Convert a binary series into an event list
  • Convert an event list into a binary series
  • Expand during of events
  • Split a time series into training and testing segments