Explainable Machine Learning

Rank	Project	Score	Commits	Contributors	Started
1541 233	InterpretML Explainable Machine Learning	497 65	3,423	48	2019
1590 296	SHAP Explainable Machine Learning	486 84	2,603	237	2016
1888 401	Shapash Explainable Machine Learning	400 104	1,688	38	2020
2994 346	DALEX Explainable Machine Learning	128 79	687	26	2018
3194 16	Alibi Explainable Machine Learning	90 7	595	22	2019
3287 28	explainerdashboard Explainable Machine Learning	74 1	1,373	17	2019
3672 4	Skater Explainable Machine Learning	23 1	1,113	19	2017
3700 3	Lime Explainable Machine Learning	19	530	61	2016
3750	ELI5 Explainable Machine Learning	11	1,192	14	2016