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One train set but multiple test sets #79

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LouisCarpentier42 opened this issue Jan 22, 2025 · 0 comments
Open

One train set but multiple test sets #79

LouisCarpentier42 opened this issue Jan 22, 2025 · 0 comments
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Workflow Improvements regarding the workflow

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@LouisCarpentier42
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Each data set that is handled in the workflow is handled independently. In certain cases, it could be that you have multiple test time series available for one train time series. This can currently be implemented, by passing for each test set a data loader to the Workflow, which loads the same train data but different test data. The problem with this is that the anomaly detectors will be trained for each test set independently. If the train set is large, this could take a huge amount of time. However, for each test set, the same anomaly detector will be implemented. It would be interesting to be able to share this detector for multiple tests sets.

@LouisCarpentier42 LouisCarpentier42 added the Workflow Improvements regarding the workflow label Jan 22, 2025
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