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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

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
See more...
Project Maintainer Project Maintainer Project Maintainer
Log3C @ShilinHe LoggingDescriptions @PinjiaHe LogAdvisor @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

  1. loghub loghub Public

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

    1.5k 565

  2. logparser logparser Public

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

    Python 1.4k 538

  3. loghub-2.0 loghub-2.0 Public

    A large-scale benchmark to evaluate log parsers in a more rigorous and practical setting [ISSTA'24]

    Python 47 6

  4. loglizer loglizer Public

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

    Jupyter Notebook 1.2k 419

  5. Drain3 Drain3 Public

    A robust streaming log template miner based on the Drain algorithm

    Python 396 123

  6. deep-loglizer deep-loglizer Public

    A deep learning toolkit for log-based anomaly detection

    Python 206 61

Repositories

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