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Welcome to the Numenta Anomaly Benchmark (NAB) wiki! Below are some documents to help you dive into NAB.

NAB Whitepaper

An in-depth guide to everything NAB:

• What are anomalies in real-time data?
• NAB scoring details -- scoring metrics, function, profiles, etc.
• NAB phases/process
• Ground truth anomaly labels
• Glossary
• Anomaly identification and scoring examples

NAB Entry Points

How to enter a custom detector to run NAB

• [Example with Twitter algorithm](Twitter Anomaly Detector)
• Diagram

[NAB Scoreboard](NAB Scoreboard)

A ranking of the top anomaly detection algorithms submitted to NAB

Anomaly Labeling Instructions

How to hand label raw time-series data for anomalies