log-summarization

App to easily query, script, and visualize data from every database, file, and API.

A large collection of system log datasets for AI-driven log analytics [ISSRE'23]

A machine learning toolkit for log parsing [ICSE'19, DSN'16]

A machine learning toolkit for log-based anomaly detection [ISSRE'16]

LogAI - An open-source library for log analytics and intelligence

log anomaly detection toolkit including DeepLog

An Extensible Continual Learning Framework Focused on Language Models (LMs)

DoctorGPT brings GPT into production for application log error diagnosing!

Log-based impactful problem identification using machine learning [FSE'18]

This tool parses log data and allows to define analysis pipelines for anomaly detection. It was designed to run the analysis with limited resources and lowest possible permissions to make it suitable for production server use.