Projects in Awesome Lists by logpai
A curated list of projects in awesome lists by logpai .
https://github.com/logpai/loghub
A large collection of system log datasets for AI-driven log analytics [ISSRE'23]
anomaly-detection datasets log-analysis log-intelligence log-parsing logs unstructured-logs
Last synced: 14 May 2025
https://github.com/logpai/logparser
A machine learning toolkit for log parsing [ICSE'19, DSN'16]
anomaly-detection benchmark log log-analysis log-mining log-parser log-parsing
Last synced: 20 Feb 2026
https://github.com/logpai/loglizer
A machine learning toolkit for log-based anomaly detection [ISSRE'16]
aiops anomaly-detection failure-diagnosis log-analysis machine-learning
Last synced: 20 Feb 2026
https://github.com/logpai/drain3
A robust streaming log template miner based on the Drain algorithm
aiops anomaly-detection clustering drain log log-clustering machine-learning observability template-mining
Last synced: 15 May 2025
https://github.com/logpai/deep-loglizer
A deep learning toolkit for log-based anomaly detection
Last synced: 05 Aug 2025
https://github.com/logpai/log3c
Log-based impactful problem identification using machine learning [FSE'18]
aiops anomaly-detection kpi log-analysis problem-identification
Last synced: 20 Jun 2025
https://github.com/logpai/bughub
A collection of free-text bug reports for duplicate issue identification
bug-reports datasets duplicate-detection nlp
Last synced: 29 Jan 2026
https://github.com/logpai/loghub-2.0
A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]
Last synced: 07 Apr 2026
https://github.com/logpai/logzip
An optimized log compression tool via iterative clustering [ASE'19]
Last synced: 13 Apr 2025
https://github.com/logpai/lilac
LILAC: Log Parsing using LLMs with Adaptive Parsing Cache [FSE'24]
Last synced: 13 Apr 2025
https://github.com/logpai/autolog
AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection [ASE'23]
Last synced: 11 Oct 2025
https://github.com/logpai/logbench
A benchmark for logging statement generation.
benchmark code-generation logging
Last synced: 13 Apr 2025
https://github.com/logpai/loggingdescriptions
Characterizing the natural language descriptions in software logging statements [ASE'18]
Last synced: 04 Jan 2026
https://github.com/logpai/logadvisor
Learning to log: A framework for determining optimal logging points [ICSE'15, ICSE'14]
code-analysis logging logging-practices machine-learning
Last synced: 11 Aug 2025