Microsoft and AWS Collaborate To Develop ‘PyWhy’: A New Github Home For ‘DoWhy’ (A Causal Machine Learning Library From Microsoft)

As computing systems become more actively involved in societally essential areas such as healthcare, education, and government, it is crucial to accurately forecast and comprehend these interventions’ causal repercussions. Traditional machine learning algorithms based on pattern recognition and correlational analyses are insufficient for decision-making without an A/B test.

To fill this gap, Microsoft researchers created a platform that executes the process of causal inference analysis from start to finish to assist data scientists in better understanding and applying causal inference. …

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