StreamAD#

StreamAD Logo

Online anomaly detection for data stream. Detectors process the univariate or multivariate data one by one to simulte a real-time scene.

Documentation

GitHub PyPI - Python Version Read the Docs PyPI PyPI - Implementation Downloads example workflow codecov#

Installation#

The stable version can be installed from PyPI:

pip install streamad

The development version can be installed from GitHub:

pip install git+https://github.com/Fengrui-Liu/StreamAD

MODELS#

For univariate time series.#

  • KNN CAD

  • SPOT

For multivariate time series, also compatible with univariate time series.#

  • xStream

QuickStart#

Get Started