PR
apple/pfl-research
Simulation framework for accelerating research in Private Federated Learning
353 41 +0/wk
GitHub
differential-privacy federated-learning federated-learning-framework machine-learning privacy
Trend
0
Star & Fork Trend (14 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
apple/pfl-research has +0 stars this period . Velocity data will be available after more historical data is collected.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | pfl-research | AutoGrad-Engine | Sign-Language-To-Text-Conversion | ComponentArrays.jl |
|---|---|---|---|---|
| Stars | 353 | 353 | 353 | 354 |
| Forks | 41 | 45 | 127 | 40 |
| Weekly Growth | +0 | +9 | +0 | +0 |
| Language | Jupyter Notebook | C# | Python | Julia |
| Sources | 1 | 1 | 1 | 1 |
| License | Apache-2.0 | MIT | MIT | MIT |
Capability Radar vs AutoGrad-Engine
pfl-research
AutoGrad-Engine
Maintenance Activity 100
Last code push 3 days ago.
Community Engagement 58
Fork-to-star ratio: 11.6%. 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 Apache-2.0. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.