About

Facet is an open-source solution designed to provide accurate explanations of machine learning models, offering an entirely new approach to understanding how complex machine learning models “think” at a global level. This helps data scientists avoid common misinterpretations of ML models, and it reveals the variables that matter most. By explaining AI, Facet informs—and improves—decision making for both data science and the business.


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