Explainable Machine Learning

Rank	Project	Score	Commits	Contributors	Started
1692 45	InterpretML Explainable Machine Learning	446 2	3,599	48	2019
1797 24	SHAP Explainable Machine Learning	419 14	2,613	240	2016
2172 73	Shapash Explainable Machine Learning	323 16	1,702	38	2020
2892 465	explainerdashboard Explainable Machine Learning	146 81	1,375	17	2019
2985 193	Alibi Explainable Machine Learning	125 46	599	22	2019
3252 266	DALEX Explainable Machine Learning	80 49	687	26	2018
3662 9	Skater Explainable Machine Learning	24 1	1,113	19	2017
3704 1	Lime Explainable Machine Learning	20 1	530	61	2016
3761	ELI5 Explainable Machine Learning	11	1,192	14	2016