ED
mryab/efficient-dl-systems
Efficient Deep Learning Systems course materials (HSE, YSDA)
975 149 +0/wk
GitHub
cuda deep-learning distributed-training efficient-deep-learning inference-optimization machine-learning ml-infrastructure ml-systems mlops performance-optimization pytorch
Trend
3
Star & Fork Trend (18 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
mryab/efficient-dl-systems has +0 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 | efficient-dl-systems | awesome-capsule-networks | batch-ppo | awesome-ai-awesomeness |
|---|---|---|---|---|
| Stars | 975 | 975 | 975 | 975 |
| Forks | 149 | 194 | 148 | 126 |
| Weekly Growth | +0 | +0 | +0 | +0 |
| Language | Jupyter Notebook | N/A | Python | N/A |
| Sources | 1 | 1 | 1 | 1 |
| License | MIT | N/A | Apache-2.0 | N/A |
Capability Radar vs awesome-capsule-networks
efficient-dl-systems
awesome-capsule-networks
Maintenance Activity 89
Last code push 25 days ago.
Community Engagement 76
Fork-to-star ratio: 15.3%. Active community forking and contributing.
Issue Burden 70
Issue data not yet available.
Growth Momentum 30
No measurable growth in the current period (first-day cold start expected).
License Clarity 95
Licensed under MIT. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.