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Anomaly-Detection

Repo for Models of Anomaly detection in Logs and Metrics

Two classes of Anomaly detection Models

  1. Metric data eg sensors, CPU usage etc (Any continous time series data with numerical values)

  2. Logs eg Webserver Access Logs, Syslogs etc.

For more details navigate to the respective Directories

Testing Models

Data used for testing anomaly detection algorithm is available at

Metric : https://github.com/numenta/NAB/tree/master/data

Logs : https://github.com/logpai/loghub

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