Explainable Machine Learning

Rank	Project	Score	Commits	Contributors	Started
1709 152	InterpretML Explainable Machine Learning	452 44	3,539	48	2019
1743 37	SHAP Explainable Machine Learning	440 14	2,610	240	2016
2266 117	Shapash Explainable Machine Learning	303 27	1,691	38	2020
2755 473	Alibi Explainable Machine Learning	180 96	599	22	2019
2971 25	DALEX Explainable Machine Learning	132 4	687	26	2018
3353 68	explainerdashboard Explainable Machine Learning	66 9	1,373	17	2019
3669 11	Skater Explainable Machine Learning	23	1,113	19	2017
3701 8	Lime Explainable Machine Learning	19	530	61	2016
3756	ELI5 Explainable Machine Learning	11	1,192	14	2016