logpai
LOGPAI Joined Nov 2016 View on GitHub
- Stars
- 9,052
- across 19 public repos
- Rank
- #4,233
- of 94,827 organizations, top 5%
Repositories with 50+ stars
| Rank | Repository | Language | Stars |
|---|---|---|---|
| 23,265 | A large collection of system log datasets for AI-driven log analytics [ISSRE'23] | 2,910 | |
| 34,054 | A machine learning toolkit for log parsing [ICSE'19, DSN'16] | Python | 2,000 |
| 47,844 | A machine learning toolkit for log-based anomaly detection [ISSRE'16] | Jupyter Notebook | 1,432 |
| 72,429 | A robust streaming log template miner based on the Drain algorithm | Python | 908 |
| 80,625 | A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps | 810 | |
| 215,078 | A deep learning toolkit for log-based anomaly detection | Python | 270 |
| 309,783 | Log-based impactful problem identification using machine learning [FSE'18] | Python | 174 |
| 344,664 | A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24] | Python | 153 |
| 411,280 | A collection of free-text bug reports for duplicate issue identification | 123 | |
| 620,054 | LILAC: Log Parsing using LLMs with Adaptive Parsing Cache [FSE'24] | Python | 73 |
| 723,106 | An optimized log compression tool via iterative clustering [ASE'19] | Python | 60 |
Among 94,827 organizations
6.3k–10k stars: 1,979 organizations, including logpai
Stars along the bottom, and organizations in each band on a log scale
Where the stars are
Languages
- Python 3.6k stars, 40% · 7 repos
- Jupyter Notebook 1.4k stars, 16% · 1 repo
When they were made
11 repos with 50+ stars, made between 2015 and 2024
Quick stats
- Next rank
- +1 star to reach #4,231
- Next milestone
- +25,942 stars to reach the top 1%
- Public repos
- 19, 11 with 50+ stars
- Popular repos
- 9 over 100 stars, 3 over 1k stars
- Top repo
- loghub, #23,265 of all repos, 32% of stars
- Smaller repos
- 139 stars from repos under 50