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ExternalExplainers

External explainer implementations for PD-EXPLAIN.
While you can use the explainer implementations in this repository directly, it is recommended to use them through the PD-EXPLAIN library, for a much better and more user-friendly experience.

Included Explainers

Outlier explainer

This explainer is based on the SCORPION paper.
Its goal is to provide explanations for outliers in the data, explaining why a certain data point is an outlier.
This explainer is meant to work on series created as a result of groupby + aggregation operations.
Explainer author: @Itay Elyashiv

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