Root Cause Analysis with DoWhy, an Open Source Python Library for Causal Machine Learning
January 11, 2023Identifying the root causes of observed changes in complex systems can be a difficult task that requires both deep domain knowledge and potentially hours of manual work. For instance, we may want to analyze an unexpected drop in profit of a product sold in an…