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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 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.

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  1. loghub loghub Public

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

    1.9k 608

  2. logparser logparser Public

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

    Python 1.6k 556

  3. loglizer loglizer Public

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

    Jupyter Notebook 1.3k 426

  4. loghub-2.0 loghub-2.0 Public

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

    Python 82 13

  5. Drain3 Drain3 Public

    A robust streaming log template miner based on the Drain algorithm

    Python 486 139

  6. deep-loglizer deep-loglizer Public

    A deep learning toolkit for log-based anomaly detection

    Python 232 63

Repositories

Showing 10 of 18 repositories
  • loghub Public

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

    logpai/loghub’s past year of commit activity
    1,873 608 1 0 Updated Dec 11, 2024
  • logpai.github.io Public
    logpai/logpai.github.io’s past year of commit activity
    JavaScript 1 2 0 0 Updated Nov 9, 2024
  • LogBench Public

    A benchmark for logging statement generation.

    logpai/LogBench’s past year of commit activity
    Python 21 Apache-2.0 4 0 0 Updated Nov 3, 2024
  • Drain3 Public

    A robust streaming log template miner based on the Drain algorithm

    logpai/Drain3’s past year of commit activity
    Python 486 139 17 (1 issue needs help) 1 Updated Sep 4, 2024
  • loghub-2.0 Public

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

    logpai/loghub-2.0’s past year of commit activity
    Python 82 13 0 0 Updated Aug 7, 2024
  • .github Public
    logpai/.github’s past year of commit activity
    0 0 0 0 Updated Jun 20, 2024
  • loglizer Public

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

    logpai/loglizer’s past year of commit activity
    Jupyter Notebook 1,309 MIT 426 24 7 Updated Apr 24, 2024
  • bughub Public

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

    logpai/bughub’s past year of commit activity
    114 25 4 1 Updated Mar 18, 2024
  • AutoLog Public

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

    logpai/AutoLog’s past year of commit activity
    Java 38 MIT 3 0 0 Updated Feb 20, 2024
  • LILAC Public

    LILAC: Log Parsing using LLMs with Adaptive Parsing Cache [FSE'24]

    logpai/LILAC’s past year of commit activity
    Python 38 4 0 0 Updated Feb 4, 2024
View all repositories