Question: How to simulate a "NotAggregator" in pipenet?
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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:
"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.