Python · AGPL-3.0
yzhao062/anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!
★ 9.4k
Stars
1.8k forks · 14 open issues
+1.1/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
18.2
Momentum / 100
see the breakdown below
8y ago
Created
last push 8mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 6.3 | +1.1/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.4 | last week ran 1.03× the monthly pace |
| Freshness | 15 | 0.0 | last push 8mo ago; decays to zero at 180 days |
| Scale | 15 | 11.5 | 9.4k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 18.2 | sum of the above |
Detail
| Topics | anomaly-detectionawesomeawesome-listdata-miningfraudfraud-detectiongraph-neural-networkslarge-language-modelsllmmachine-learningoutlieroutlier-detectionoutlier-ensemblestime-series-analysisunsupervised-learningvlmvlms |
| Matched on | LLM & Inference (large-language-models) |
| Short window | +8 stars over 7 days = 1.1/day |
| Long window | +29 stars over 26 days = 1.1/day |
| Lifetime average | 3.05 stars/day over 3,095 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |