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The Numenta Anomaly Benchmark

10 mentions on Hacker News by 4 people: 3 stories, 7 comments · first 2014-11-02 · latest 2019-05-12

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  1. …unsupervised and doesn't need training data. The benchmark dataset and algorithms are open-source. https://github.com/numenta/NAB/tree/master/data#real-data Ahmad & Lavin, Neurocomputing 2016, https://www.sciencedirect.com/science/article/p…
    comment by boltzmannbrain · 2019-05-12 · in Show HN: Person Identification by Keyboard Typing
  2. …a benchmark dataset for online anomaly detection, comparing to those approaches used in practice: https://github.com/numenta/NAB#the-numenta-anomaly-benchmark...
    comment by boltzmannbrain · 2018-07-11 · in DeepLog: Anomaly Detection and Diagnosis from System Logs (2017) [pdf]
  3. …detection for streaming data http://www.sciencedirect.com/science/article/pii/S0925231217... [2] https://github.com/numenta/NAB
    comment by chplushsieh · 2017-10-25 · in Why Does the Neocortex Have Columns? A Theory of Learning Structure of the World [pdf]
  4. …cedirect.com/science/article/pii/S0925231217... Anomaly detection benchmark (dataset and evaluation): https://github.com/numenta/NAB
    comment by boltzmannbrain · 2017-07-21 · in Anomaly Detection of Time Series Data Using Machine Learning and Deep Learning
  5. See https://github.com/numenta/nab for anomaly detection results on real-world data, with comparisons to Twitter and Etsy Skyline.
    comment by oxtopus · 2015-11-18 · in Single Artificial Neuron Taught to Recognize Hundreds of Patterns
  6. …it's unclear to me if this is possible. I want to run it on the Numenta Anomaly Benchmark dataset ( https://github.com/numenta/NAB ) to see how it compares to other anomaly detection algorithms.
    comment by boltzmannbrain · 2015-08-14 · in Anomalyzer – An Anomaly Detection Package
  7. …respectively. See, also, https://github.com/numenta/nupic.research for the latest research efforts, https://github.com/numenta/NAB for forthcoming benchmarks, and of course http://numenta.org/ for overall details about NuPIC and…
    comment by oxtopus · 2014-11-02 · in Jeff Hawkins on the Limitations of Artificial Neural Networks