Metadata-Version: 2.2
Name: external_explainers
Version: 1.0.0
Project-URL: Git, https://github.com/analysis-bots/ExternalExplainers
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: wheel
Requires-Dist: pandas
Requires-Dist: numpy
Requires-Dist: matplotlib
Dynamic: description
Dynamic: description-content-type
Dynamic: project-url
Dynamic: requires-dist

# ExternalExplainers
External explainer implementations for [PD-EXPLAIN](https://github.com/analysis-bots/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](https://sirrice.github.io/files/papers/scorpion-vldb13.pdf) 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](https://github.com/ItayELY)
