Statistical anomaly detector using configurable deviation method.
Streaming-ready: update() adds a point and returns detection result. Batch mode: train() on historical data, detect() on test data.
update()
train()
detect()
Readonly
Detect anomalies in a batch of data points
Train on historical data to establish baseline statistics
Streaming: add a single data point, return detection result
Statistical anomaly detector using configurable deviation method.
Streaming-ready:
update()adds a point and returns detection result. Batch mode:train()on historical data,detect()on test data.