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

Papers about Root Cause Analysis in MicroService Systems. Reference to Paper Notes: https://dreamhomes.top/

Implementation of RiskLoc, a method for localizing multi-dimensional root causes.

Root Cause Analysis for Kubernetes

Web UI for OpenRCA

[FSE'24 - 🏆 Best Artifact Award] BARO: Robust Root Cause Analysis for Microservice Systems.

RCAEval: A Benchmark for Root Cause Analysis of Microservice Systems

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

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

A toolkit to apply AIOps to distributed systems

Awesome Mnemonics - Lifehack acronyms to help with the mundane stuff

Source code for the AITIA-PM algorithm. See paper entitled "Root Cause Analysis in Process Mining with Probabilistic Temporal Logic", published at the 2nd International Workshop on Event Data & Behavioral Analytics, co-located with ICPM2021

Master Thesis: Online Anomaly Detection and Root Cause Analysis. A system based on Apache Kafka and Flink

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

Configure Charles Web Proxy on Desktops and Smartphones

Sources for project website

Root Cause Analysis in the Industrial Domain using Knowledge Graphs: A Case Study on Power Transformers

Given a document, identifying the closest documents within the list of documents using tf-idf matrix and cosine similarity