pbiecek/DALEX: Descriptive mAchine Learning EXplanations
github.comDALEX explaines black-box models. It's a methodology for better diagnostic of any back-box model. Check out there eRUM talk here.
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Best of Data Science Weekly - Issue #18 - The One when Microsoft bought GitHub