You may have heard about NAB (Numenta Anomaly Benchmark) on this list before. I'm happy to announce that we've made quite a bit of progress with NAB and are now at v1.0.
Alex Lavin and I have written up a NAB paper [1]. It has been accepted as a talk to the IEEE ICMLA conference [2] and the paper will appear in their proceedings. We were also asked to give a talk on NAB at MLConf [3]. If anyone is planning to attend any of those conferences, it would be great to chat. If you are interested in real-time anomaly detection, there's lots of good stuff in the NAB repo [4]. Everything we mentioned in the papers (including code and data files) is in there. Cheers, --Subutai [1] A. Lavin and S. Ahmad, “Evaluating Real-time Anomaly Detection Algorithms – the Numenta Anomaly Benchmark,” to appear in 14th International Conference on Machine Learning and Applications (IEEE ICMLA’15), 2015. Draft preprint PDF is available: http://arxiv.org/abs/1510.03336 [2] http://www.icmla-conference.org/icmla15/ [3] http://mlconf.com/events/san-francisco-ca/ [4] https://github.com/numenta/NAB
