In this hands-on session, we introduce NuPIC’s Online Prediction Framework (OPF) and demonstrate how one creates models using an OPF client. We set up some live streaming data to pass into the client and watch as NuPIC makes online inferences, learning the changing patterns in the streaming data set. NuPIC and the OPF have been applied to many scenarios and form the foundation for Numenta’s commercial product, Grok. To master NuPIC you will have to become comfortable with concepts such as sparse distributed representations and on-line learning.
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