Commit 71e27fe9 authored by ALVES Guilherme's avatar ALVES Guilherme
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# ExpOut
This project is an extension of LimeOut[1]. It aims at tackle process fairness for classification, while keeping the accuracy level (or improving).
More precisely, ExpOut incorporates different explainers.
# References
[1] Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli. LimeOut: An Ensemble Approach To Improve Process Fairness. 2020. ⟨hal-02864059v2⟩
## Dependencies
* Python >= 3.7
* Scikit-learn >= 0.20.3
* numpy 1.16.4
* pandas 0.24.2
* scipy 1.3.0
* seaborn 0.9.0
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