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Welcome to the Numenta Anomaly Benchmark (NAB) wiki! Below are some documents to help you dive into NAB. Please also take a look at our open access journal paper on NAB and streaming anomaly detection and the original ICMLA conference publication on NAB.

NAB Whitepaper

An in-depth guide to everything NAB:

• NAB scoring details -- scoring metrics, function, profiles, etc.
• NAB phases/process
• Ground truth anomaly labels
• Glossary of NAB terms

Reporting results with NAB

Guidelines on how to report your NAB results

NAB Entry Points

How to run NAB on a custom algorithm or detector.

• Example with Twitter algorithm
• Diagram

NAB Contributions Criteria

Details on contributing data, algorithms, code, or suggestions to NAB.

Anomaly Labeling Instructions

How to hand label raw time-series data for anomalies

FAQ