DALEX
moDel Agnostic Language for Exploration and eXplanation
1019
132
Explaining datasets and models
aequitas
Bias and Fairness Audit Toolkit
464
90
anchor
Code for "High-Precision Model-Agnostic Explanations" paper
687
101
lucid
A collection of infrastructure and tools for research in neural network interpretability.
4371
622
innvestigate
A toolbox to iNNvestigate neural networks' predictions!
960
217
woe
Tools for WoE Transformation mostly used in ScoreCard Model for credit rating
236
100
themis-ml
A library that implements fairness-aware machine learning algorithms
90
20
facets
Visualizations for machine learning datasets
6804
872
fairness-comparison
Comparing fairness-aware machine learning techniques.
134
46
Skater
Python Library for Model Interpretation/Explanations
1021
170