An anomaly detection package for data streams.
Project description
# StreamAD
Online anomaly detection for data stream. Detectors process the univariate or multivariate data one by one to simulte a real-time scene.
[Documentation](https://streamad.readthedocs.io/en/latest/)
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     [](https://pepy.tech/project/streamad)  [](https://codecov.io/gh/Fengrui-Liu/StreamAD) —
## Installation
The stable version can be installed from PyPI:
`bash pip install streamad `
The development version can be installed from GitHub:
`bash pip install git+https://github.com/Fengrui-Liu/StreamAD `
## MODELS
### For univariate time series. - [x] KNN CAD - [x] SPOT
### For multivariate time series, also compatible with univariate time series. - [x] xStream
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