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@logpai

LOGPAI

Log Analytics Powered by AI

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 LILAC @zhjiang22 LogBench @YichenLi00
See archived projects...
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 Loading

  1. loghub Public

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

    2k 644

  2. logparser Public

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

    Python 1.7k 562

  3. loglizer Public

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

    Jupyter Notebook 1.3k 431

  4. loghub-2.0 Public

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

    Python 96 15

  5. Drain3 Public

    A robust streaming log template miner based on the Drain algorithm

    Python 526 146

  6. deep-loglizer Public

    A deep learning toolkit for log-based anomaly detection

    Python 241 63

Repositories

Showing 10 of 18 repositories
  • loghub Public

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

    1,981 644 3 0 Updated Mar 9, 2025
  • logparser Public

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

    Python 1,700 562 1 2 Updated Feb 19, 2025
  • Drain3 Public

    A robust streaming log template miner based on the Drain algorithm

    Python 526 146 19 (1 issue needs help) 1 Updated Feb 4, 2025
  • JavaScript 1 2 0 0 Updated Nov 9, 2024
  • LogBench Public

    A benchmark for logging statement generation.

    Python 19 Apache-2.0 5 0 0 Updated Nov 3, 2024
  • loghub-2.0 Public

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

    Python 96 15 0 0 Updated Aug 7, 2024
  • .github Public
    0 0 0 0 Updated Jun 20, 2024
  • loglizer Public

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

    Jupyter Notebook 1,339 MIT 431 24 7 Updated Apr 24, 2024
  • bughub Public

    A collection of free-text bug reports for duplicate issue identification

    120 25 4 1 Updated Mar 18, 2024
  • AutoLog Public

    AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection [ASE'23]

    Java 37 MIT 3 1 0 Updated Feb 20, 2024