Explainable Machine Learning

Rank	Project	Score	Commits	Contributors	Started
1526 239	SHAP Explainable Machine Learning	510 72	2,495	222	2016
1751 80	InterpretML Explainable Machine Learning	449 16	3,093	42	2019
2083 235	Shapash Explainable Machine Learning	358 54	1,561	35	2020
2757 35	explainerdashboard Explainable Machine Learning	193 13	1,372	17	2019
2868 138	Alibi Explainable Machine Learning	169 36	589	21	2019
3251 272	DALEX Explainable Machine Learning	89 56	673	24	2018
3585 12	Lime Explainable Machine Learning	33 1	530	61	2016
3672 137	Skater Explainable Machine Learning	21 21	1,113	19	2017
3735 5	ELI5 Explainable Machine Learning	11	1,192	14	2016