Popular GitHub Repositories for Root Cause Analysis

UpTrain is an open-source unified platform to evaluate and improve Generative AI applications. We provide grades for 20+ preconfigured checks (covering language, code, embedding use-cases), perform root cause analysis on failure cases and give insights on how to resolve them.

AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star

Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases

[ASE'24][WWW'25] RCAEval: A Benchmark for Root Cause Analysis. https://doi.org/10.1145/3691620.3695065

[ICLR'25] OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?

故障诊断研究的优秀资源

Code for "LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis" paper

RootCLAM: On Root Cause Localization and Anomaly Mitigation through Causal Inference (CIKM 2023)

A toolkit to apply AIOps to distributed systems

AERCA: Root Cause Analysis of Anomalies in Multivariate Time Series through Granger Causal Discovery (ICLR 2025 Oral)

Implementation of the Heatmap-based Unsupervised Debugging of DNNs (HUDD) toolset

Root cause analysis for the Hadoop Distributed File System (HDFS) using knowledge graphs and causal inference.