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@logpai

LOGPAI

Log Analytics Powered by AI
README.md

Welcome to LOGPAI 👋

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

👩‍💻 Maintainer list

ProjectMaintainerProjectMaintainerProjectMaintainer
loghub@zhujiemloghub-2.0@zhjiang22bughub@zhujiem
logparser@zhujiem@PinjiaHehybridlogparser@PinjiaHeDrain3@davidohana
loglizer@ShilinHe@zhujiemdeep-loglizer@zbchernlogzip@JinYang88
AutoLog@YichenLi00LILAC@zhjiang22LogBench@YichenLi00
See archived projects...
ProjectMaintainerProjectMaintainerProjectMaintainer
Log3C@ShilinHeLoggingDescriptions@PinjiaHeLogAdvisor@zhujiem

🔥 Call for contributions

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.

Pinned Loading

  1. loghubloghubPublic

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

    2.8k 788

  2. logparserlogparserPublic

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

    Python 2k 580

  3. loglizerloglizerPublic

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

    Jupyter Notebook 1.4k 438

  4. loghub-2.0loghub-2.0Public

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

    Python 150 22

  5. Drain3Drain3Public

    A robust streaming log template miner based on the Drain algorithm

    Python 853 173

  6. deep-loglizerdeep-loglizerPublic

    A deep learning toolkit for log-based anomaly detection

    Python 267 66

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