Decision Workspace
affinitree vs rustyml vs ai-dataloader
Side-by-side comparison of Rust crates
44
affinitree
growingv0.23.0
A crate to distill faithful decision trees out of neural networks
58
rustyml
experimentalv0.11.0
A high-performance machine learning & deep learning library in pure Rust, offering ML algorithms and neural network support
46
ai-dataloader
growingv0.6.2
Rust implementation to the PyTorch DataLoader
Core Metrics
| affinitree | rustyml | ai-dataloader | |
|---|---|---|---|
| Health Score | 44 | 58 | 46 |
| Total Downloads | 8.1K | 7.4K | 18.3K |
| 30d Downloads | 10 | 55 | 78 |
| Dependents | 0 | 4 | 0 |
| Releases | 6 | 18 | 13 |
| Last Updated | 368d ago | 41d ago | 559d ago |
| Age | 2y 6m | 12m | 3y 6m |
Health Breakdown
affinitree
Maintenance
6
Quality
12
Community
6
Popularity
5
Documentation
15
rustyml
Maintenance
16
Quality
14
Community
8
Popularity
5
Documentation
15
ai-dataloader
Maintenance
6
Quality
15
Community
5
Popularity
5
Documentation
15
Technical Details
| affinitree | rustyml | ai-dataloader | |
|---|---|---|---|
| Version | 0.23.0 | 0.11.0 | 0.6.2 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT OR Apache-2.0 | MIT | MIT OR Apache-2.0 |
| Dependencies | 26 | 9 | 11 |
| Crate Size | 127KB | 449KB | 43KB |
| Features | 3 | 8 | 2 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2024 | 2021 |
| MSRV | 1.64 | 1.85.0 | 1.63 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •rustyml leads with a health score of 58/100, but none of the options score above 80.
- •ai-dataloader has the most downloads (18.3K), suggesting wider adoption.
- •⚠ affinitree, ai-dataloader have not been updated in over a year.