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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.
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](Reporting results with NAB)
Guidelines on how to report your NAB results
[NAB Entry Points](NAB Entry Points)
How to run NAB on a custom algorithm or detector
- [Example with Twitter algorithm](Twitter Anomaly Detector)
[NAB Contributions Criteria](NAB Contributions Criteria)
Details on contributing data, algorithms, code, or suggestions to NAB.
How to hand label raw time-series data for anomalies