Decision Workspace
oxigaf-trainer vs smartcore vs tensorlogic-train
Side-by-side comparison of Rust crates
42
oxigaf-trainer
experimentalv0.1.0
GAF optimization pipeline — iterative denoising distillation
58
smartcore
growingv0.4.9
Machine Learning in Rust.
54
tensorlogic-train
experimentalv0.1.0-rc.1
Training loops, loss composition, and optimization schedules for TensorLogic
Core Metrics
| oxigaf-trainer | smartcore | tensorlogic-train | |
|---|---|---|---|
| Health Score | 42 | 58 | 54 |
| Total Downloads | 47 | 301.4K | 324 |
| 30d Downloads | 34 | 15.1K | 140 |
| Dependents | 2 | 818 | 4 |
| Releases | 1 | 16 | 4 |
| Last Updated | 32d ago | 77d ago | 21d ago |
| Age | 1m | 5y 6m | 4m |
Health Breakdown
oxigaf-trainer
Maintenance
11
Quality
12
Community
7
Popularity
2
Documentation
10
smartcore
Maintenance
12
Quality
11
Community
15
Popularity
7
Documentation
13
tensorlogic-train
Maintenance
21
Quality
12
Community
8
Popularity
3
Documentation
10
Technical Details
| oxigaf-trainer | smartcore | tensorlogic-train | |
|---|---|---|---|
| Version | 0.1.0 | 0.4.9 | 0.1.0-rc.1 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | Apache-2.0 | Apache-2.0 | Apache-2.0 |
| Dependencies | 22 | 15 | 21 |
| Crate Size | 121KB | 375KB | 291KB |
| Features | 2 | 6 | 2 |
| Yanked % | 0.0% | 12.5% | 0.0% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | — | — | — |
| Owners | 1 | 2 | 1 |
Links
Quick Verdict
- •smartcore leads with a health score of 58/100, but none of the options score above 80.
- •smartcore is depended on by 818 crates — strongest ecosystem trust.