LOGPAI
loglizer
A machine learning toolkit for log-based anomaly detection [ISSRE'16]
logparser
A machine learning toolkit for log parsing [ICSE'19, DSN'16]
loghub
A large collection of system log datasets for AI-driven log analytics [ISSRE'23]
Log3C
Log-based impactful problem identification using machine learning [FSE'18]
Drain3
A robust streaming log template miner based on the Drain algorithm
awesome-log-analysis
A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps
bughub
A collection of free-text bug reports for duplicate issue identification
LoggingDescriptions
Characterizing the natural language descriptions in software logging statements [ASE'18]