TE
zou-group/textgrad
TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.
3.5k 282 -1/wk
GitHub
ai-optimization compound-systems large-language-models prompt-optimization textual-gradients
Trend
3
Star & Fork Trend (22 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
zou-group/textgrad has -1 stars this period . 7-day velocity: 0.1%.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | textgrad | course-nlp | picoGPT | huggingface_hub |
|---|---|---|---|---|
| Stars | 3.5k | 3.5k | 3.5k | 3.5k |
| Forks | 282 | 1.5k | 456 | 983 |
| Weekly Growth | -1 | +0 | +0 | +4 |
| Language | Python | Jupyter Notebook | Python | Python |
| Sources | 1 | 1 | 1 | 1 |
| License | MIT | N/A | MIT | Apache-2.0 |
Capability Radar vs course-nlp
textgrad
course-nlp
Maintenance Activity 0
Last code push 257 days ago.
Community Engagement 41
Fork-to-star ratio: 8.1%. Lower fork ratio may indicate passive usage.
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.