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vc1492a / PyNomaly

Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].
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data stream #48

Closed ali-Eskandarian closed 1 year ago

ali-Eskandarian commented 1 year ago

Is this package suitable for stream data? By stream data I mean An array of data that is constantly producing and I want to find an anomaly as soon as it appears.

vc1492a commented 1 year ago

Hi @ali-Eskandarian. Yes, one LoOP-related algorithm is implemented. Please see the readme.md for an implementation of a streaming version of the Local Outlier Probabilities (LoOP) algorithm that can be used with streaming data.