Open numericOverflow opened 3 years ago
"and" and "or" are operators applied to two input and returning one "aggregated" output. "not" is a 1-to-1 operator, which is a "transformer" in the context of adtk
instead of an "aggregator". CustomizedTransformer1D
should be able to do that.
I've got data that I'd like to exclude from anomaly label if certain criteria are met (like a list of supervised labels for excluding incorrectly detected anomalies), regardless of the other detector results. I thought I'd implement it as a separate detector in a pipenet, then aggregate the results.
This would allow me to override other detectors with an aggregation, but can't come up with a way to do so with the two existing aggregators (And/Or) so would need a "NotAggregator".
Does this make sense, or has anyone tried something like this in the past?
Here's an example of what I was thinking the pipenet would look like: