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🥇 The LOGPAI project has been awarded the First IEEE Open Software Services Award .
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A large collection of system log datasets for AI-driven log analytics [ISSRE'23]
2.9k
801
A machine learning toolkit for log parsing [ICSE'19, DSN'16]
Python
2k
576
A machine learning toolkit for log-based anomaly detection [ISSRE'16]
Jupyter Notebook
1.4k
437
A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]
Python
153
23
A robust streaming log template miner based on the Drain algorithm
Python
909
174
A deep learning toolkit for log-based anomaly detection
Python
270
65
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Showing 10 of 19 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
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
153
23
2
1
Updated Oct 8, 2025
LUNAR
Public
Source Code for FSE-25 research paper "No More Labelled Examples? An Unsupervised Log Parser with LLMs".
logpai/LUNAR's past year of commit activity
Python
20
5
0
0
Updated Jul 2, 2025
logparser
Public
A machine learning toolkit for log parsing [ICSE'19, DSN'16]
logpai/logparser's past year of commit activity
Drain3
Public
A robust streaming log template miner based on the Drain algorithm
logpai/Drain3's past year of commit activity
logpai/logpai.github.io's past year of commit activity
JavaScript
2
3
0
0
Updated Nov 9, 2024
LogBench
Public
A benchmark for logging statement generation.
logpai/LogBench's past year of commit activity
Python
27
Apache-2.0
4
0
0
Updated Nov 3, 2024
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
1,432
MIT
437
25
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