Update on Microsoft causal open-source libraries | Community Workshop on Microsoft’s Causal Tools

  • Eleanor Dillon, Cheng Zhang, Amit Sharma, Chao Ma, Darren Edge | Microsoft

In this talk, we will present Microsoft’s open-source causal tools and how they work together. We’ll review recent updates to DoWhy and EconML and introduce new tools DECI and ShowWhy. DECI (Deep End-to-end Causal Inference) combines causal discovery and inference; and ShowWhy provides a no-code interface to make causal inference easier for data analysts.

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