API reference

Each page lists the public classes and functions of one module. Each name has a one-line summary. Import each name from the module that its page documents, for example from pysad.models import LODA.

Page	What it holds	Module
Models	Streaming anomaly detectors	pysad.models
PyOD integrations	Wrappers for PyOD detectors	pysad.models.integrations
Preprocessing	Scalers and seasonal decomposition	pysad.transform.preprocessing
Projection	Random projections	pysad.transform.projection
Postprocessing	Score smoothing and normalization	pysad.transform.postprocessing
Ensembling	Score ensemblers	pysad.transform.ensemble
Calibration	Score calibrators	pysad.transform.probability_calibration
Evaluation	Streaming metrics	pysad.evaluation
Statistics	Running statistics	pysad.statistics
Utilities	Streamers, datasets and helpers	pysad.utils
Base classes	Abstract base classes	pysad.core