I want to do Anomaly Detection on a timeserie dataset which have multiple variables.
As some of those variables are categorical, I am not using HTM Studio nor the NAB, but I am following the Hot Gym tutorial for anomaly detection.
I got the code given in nupic/examples/opf/clients/hotgym. It appeared that only two fields can be given: the timestamp and one other variable -the “predictedField”- (in the case of the Hot Gym it is the kw_energy_consumption).
I modified the code so that the timestamp becomes an option (as I don’t always want to consider it), and now I’d like to enable the program to take several variables at once (not only one).
Is this possible to do that “easily”?
I hope somebody will be able to help!