SW
SwanHubX/SwanLab
⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.
3.8k 195 +6/wk
GitHub
ai-infra data-science deep-learning llm logging machine-learning mlops model-versioning python pytorch tensorboard tensorflow
Trend
3
Star & Fork Trend (35 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
SwanHubX/SwanLab has +6 stars this period . 7-day velocity: 0.2%.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | SwanLab | scikit-learn-videos | implicit | stylegan2-pytorch |
|---|---|---|---|---|
| Stars | 3.8k | 3.8k | 3.8k | 3.8k |
| Forks | 195 | 2.5k | 626 | 580 |
| Weekly Growth | +6 | -1 | +0 | +0 |
| Language | Python | Jupyter Notebook | Python | Python |
| Sources | 1 | 1 | 1 | 1 |
| License | Apache-2.0 | N/A | MIT | MIT |
Capability Radar vs scikit-learn-videos
SwanLab
scikit-learn-videos
Maintenance Activity 100
Last code push 5 days ago.
Community Engagement 26
Fork-to-star ratio: 5.2%. Lower fork ratio may indicate passive usage.
Issue Burden 70
Issue data not yet available.
Growth Momentum 50
+6 stars this period — 0.16% growth rate.
License Clarity 95
Licensed under Apache-2.0. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.