Skip to content
@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.

Pinned Loading

  1. loghub loghub Public

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

    1.6k 572

  2. logparser logparser Public

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

    Python 1.5k 546

  3. loglizer loglizer Public

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

    Jupyter Notebook 1.2k 421

  4. 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 51 7

  5. Drain3 Drain3 Public

    A robust streaming log template miner based on the Drain algorithm

    Python 416 126

  6. deep-loglizer deep-loglizer Public

    A deep learning toolkit for log-based anomaly detection

    Python 211 61

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
    1,604 572 0 0 Updated Jun 25, 2024
  • .github Public
    logpai/.github’s past year of commit activity
    0 0 0 0 Updated Jun 20, 2024
  • logpai.github.io Public
    logpai/logpai.github.io’s past year of commit activity
    JavaScript 1 2 0 0 Updated Jun 20, 2024
  • Drain3 Public

    A robust streaming log template miner based on the Drain algorithm

    logpai/Drain3’s past year of commit activity
    Python 416 126 17 (1 issue needs help) 0 Updated Apr 24, 2024
  • loglizer Public

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

    logpai/loglizer’s past year of commit activity
    Jupyter Notebook 1,244 MIT 421 22 6 Updated Apr 24, 2024
  • LogBench Public

    A benchmark for logging statement generation.

    logpai/LogBench’s past year of commit activity
    Python 17 Apache-2.0 4 0 0 Updated Apr 8, 2024
  • loghub-2.0 Public

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

    logpai/loghub-2.0’s past year of commit activity
    Python 51 7 0 0 Updated Mar 21, 2024
  • bughub Public

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

    logpai/bughub’s past year of commit activity
    113 27 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 34 MIT 2 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 20 3 0 0 Updated Feb 3, 2024
View all repositories

Top languages

Loading…