Decision Workspace
gtensor vs bmls vs ferrolearn
Side-by-side comparison of Rust crates
45
gtensor
growingv1.0.0
Reverse-mode autodifferentiation of computational graphs with tensors and more for machine learning.
48
bmls
growingv1.1.1
Basic Machine Learning Subsystems
49
ferrolearn
experimentalv0.2.0
A scikit-learn equivalent for Rust — re-export crate
Core Metrics
| gtensor | bmls | ferrolearn | |
|---|---|---|---|
| Health Score | 45 | 48 | 49 |
| Total Downloads | 5.1K | 3.4K | 71 |
| 30d Downloads | 6 | 23 | 71 |
| Dependents | 0 | 3 | 0 |
| Releases | 4 | 2 | 5 |
| Last Updated | 851d ago | 816d ago | 2d ago |
| Age | 3y 3m | 2y 4m | 22d |
Health Breakdown
gtensor
Maintenance
4
Quality
18
Community
6
Popularity
4
Documentation
13
bmls
Maintenance
4
Quality
19
Community
8
Popularity
4
Documentation
13
ferrolearn
Maintenance
13
Quality
11
Community
11
Popularity
2
Documentation
12
Technical Details
| gtensor | bmls | ferrolearn | |
|---|---|---|---|
| Version | 1.0.0 | 1.1.1 | 0.2.0 |
| Stable (≥1.0) | ✓ Yes | ✓ Yes | ✗ No |
| License | MIT OR Apache-2.0 | MIT OR Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 12 | 7 | 17 |
| Crate Size | 28KB | 630KB | 18KB |
| Features | 0 | 2 | 0 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2024 |
| MSRV | — | — | 1.85 |
| Owners | 1 | 1 | 3 (team) |
Links
Quick Verdict
- •ferrolearn leads with a health score of 49/100, but none of the options score above 80.
- •gtensor has the most downloads (5.1K), suggesting wider adoption.
- •⚠ gtensor, bmls have not been updated in over a year.
- •ferrolearn is pre-1.0 — API may change.