Decision Workspace
rill-ml vs irithyll vs torchforge-data
Side-by-side comparison of Rust crates
49
rill-ml
experimentalv0.5.1
Lightweight, serializable online machine learning for Rust applications and streaming data.
54
irithyll
experimentalv10.0.1
Streaming ML in Rust -- gradient boosted trees, neural architectures (TTT/KAN/MoE/Mamba/SNN), AutoML, kernel methods, and composable pipelines
40
torchforge-data
experimentalv0.0.1
Zero-copy, streaming DataLoader for edge-native ML pipelines in Rust.
Core Metrics
| rill-ml | irithyll | torchforge-data | |
|---|---|---|---|
| Health Score | 49 | 54 | 40 |
| Total Downloads | 12 | 1.4K | 23 |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 1 | 0 | 0 |
| Releases | 1 | 62 | 1 |
| Last Updated | today | 63d ago | 110d ago |
| Age | 1d | 4m | 3m |
Health Breakdown
rill-ml
Maintenance
13
Quality
13
Community
7
Popularity
1
Documentation
15
irithyll
Maintenance
15
Quality
14
Community
6
Popularity
4
Documentation
15
torchforge-data
Maintenance
7
Quality
15
Community
6
Popularity
2
Documentation
10
Technical Details
| rill-ml | irithyll | torchforge-data | |
|---|---|---|---|
| Version | 0.5.1 | 10.0.1 | 0.0.1 |
| Stable (≥1.0) | ✗ No | ✓ Yes | ✗ No |
| License | MIT | MIT OR Apache-2.0 | Apache-2.0 |
| Dependencies | 8 | 18 | 0 |
| Crate Size | 182KB | 5.1MB | 1KB |
| Features | 2 | 13 | 0 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2024 | 2021 | 2024 |
| MSRV | 1.85 | 1.75 | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •irithyll leads with a health score of 54/100, but none of the options score above 80.
- •rill-ml, torchforge-data are pre-1.0 — API may change.