📢Introducing🔥#PyRCA🔥, an open-source Python ML Library for Root Cause Analysis (RCA) as a holistic framework to uncover complex time-series causal dependencies & automatically locate root causes in AIOps. Code: github.com/salesforce/PyR… Paper: arxiv.org/abs/2306.11417 (1/n)
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PyRCA offers a unified interface for multiple commonly used RCA models, encompassing various causal discovery methods to support causal graph construction and multiple types of root cause scoring methods inspired by Bayesian analysis, graph analysis & causal analysis, etc. (2/n)