Explainable Machine Learning

Rank	Project	Score	Commits	Contributors	Started
1519 276	InterpretML Explainable Machine Learning	507 80	3,476	48	2019
1669 76	SHAP Explainable Machine Learning	465 20	2,605	239	2016
2101 127	Shapash Explainable Machine Learning	343 35	1,688	38	2020
2984 360	DALEX Explainable Machine Learning	132 78	687	26	2018
3225 55	Alibi Explainable Machine Learning	84 12	595	22	2019
3283 15	explainerdashboard Explainable Machine Learning	75 1	1,373	17	2019
3674 6	Skater Explainable Machine Learning	23 1	1,113	19	2017
3702 3	Lime Explainable Machine Learning	19	530	61	2016
3749 2	ELI5 Explainable Machine Learning	11	1,192	14	2016