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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

ali-Eskandarian opened this issue · comments

commented

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.

commented

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.