# StreamAD Detector


## Univariate Anomaly Detector
### KNNDetector

```{eval-rst}
.. autoclass:: streamad.model.KNNDetector
    :show-inheritance:
    :members: parse
```

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### SpotDetector

```{eval-rst}
.. autoclass:: streamad.model.SpotDetector
    :show-inheritance:
    :members: parse
```


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## Multivariate Anomaly Detector

Note that these methods are compatible with univariate time series.

### xStreamDetector

```{eval-rst}
.. autoclass:: streamad.model.xStreamDetector
    :show-inheritance:
    :members: parse
```

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### RandomDetector

```{eval-rst}
.. autoclass:: streamad.model.RandomDetector
    :show-inheritance:
    :members: parse
```