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Numenta Anomaly Benchmark (NAB) Dataset and scoring for detecting anomalies in streaming data

It is comprised of over 50 labeled real-world and artificial time-series data files plus a novel scoring mechanism designed for real-time applications. All of the data and code is fully open-source, with extensive documentation, and a scoreboard of anomaly detection algorithms: github.com/numenta/NAB.