LOGPAI

Log Analytics Powered by AI

Welcome to LOGPAI 👋

🥇 The LOGPAI project has been awarded the First IEEE Open Software Services Award.

Project	Maintainer	Project	Maintainer	Project	Maintainer
loghub	@zhujiem	loghub-2.0	@zhjiang22	bughub	@zhujiem
logparser	@zhujiem @PinjiaHe	hybridlogparser	@PinjiaHe	Drain3	@davidohana
loglizer	@ShilinHe @zhujiem	deep-loglizer	@zbchern	logzip	@JinYang88
AutoLog	@YichenLi00	LILAC	@zhjiang22	LogBench	@YichenLi00

See archived projects...

Project	Maintainer	Project	Maintainer	Project	Maintainer
Log3C	@ShilinHe	LoggingDescriptions	@PinjiaHe	LogAdvisor	@zhujiem

We appreciate all-level contributions to LOGPAI!

Become a contributor: Submit a PR and get it merged! See how.
Become a developer: Make some significant contributions and then request for write access! See how.
Become a member: Create a new project and serve as the maintainer! See how.

loghub loghub Public

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

2.4k 705
logparser logparser Public

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

Python 1.9k 579
loglizer loglizer Public

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

Jupyter Notebook 1.4k 435
loghub-2.0 loghub-2.0 Public

A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]

Python 121 19
Drain3 Drain3 Public

A robust streaming log template miner based on the Drain algorithm

Python 650 161
deep-loglizer deep-loglizer Public

A deep learning toolkit for log-based anomaly detection

Python 251 67