Oh yes, there is one more cryptic step that needs to be done. The RDSE doesn’t actually take a numBuckets
parameter, it takes a resolution
. This is calculated on the fly based on the min/max of the input data and the numBuckets
. You can see this here:
https://github.com/numenta/nupic.workshop/blob/master/part-1-scalar-input/run_anomaly.py#L36-L41
You will have to do something similar when creating the model. For details on RDSE parameters, see HTM School Episode 5: Scalar Encoding.