Decision Workspace
libsvm-rs vs renegade-ml vs ghostflow-ml
Side-by-side comparison of Rust crates
54
libsvm-rs
experimentalv0.7.0
Pure Rust reimplementation of LIBSVM — SVM training and prediction
51
renegade-ml
experimentalv0.3.2
Zero-config nonparametric supervised learning — KNN with auto-tuned K, metric learning, and VP-tree indexing
50
ghostflow-ml
experimentalv1.0.0
Classical ML algorithms for GhostFlow
Core Metrics
| libsvm-rs | renegade-ml | ghostflow-ml | |
|---|---|---|---|
| Health Score | 54 | 51 | 50 |
| Total Downloads | 111 | 96 | 372 |
| 30d Downloads | 11 | 104 | 77 |
| Dependents | 0 | 1 | 10 |
| Releases | 8 | 4 | 2 |
| Last Updated | 43d ago | today | 78d ago |
| Age | 1m | 1d | 2m |
Health Breakdown
libsvm-rs
Maintenance
16
Quality
15
Community
6
Popularity
2
Documentation
15
renegade-ml
Maintenance
19
Quality
13
Community
7
Popularity
2
Documentation
10
ghostflow-ml
Maintenance
10
Quality
15
Community
9
Popularity
3
Documentation
13
Technical Details
| libsvm-rs | renegade-ml | ghostflow-ml | |
|---|---|---|---|
| Version | 0.7.0 | 0.3.2 | 1.0.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✓ Yes |
| License | BSD-3-Clause | AGPL-3.0-or-later | MIT OR Apache-2.0 |
| Dependencies | 4 | 2 | 4 |
| Crate Size | 63KB | 208KB | 265KB |
| Features | 2 | 0 | 0 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | 1.75 | — | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •libsvm-rs leads with a health score of 54/100, but none of the options score above 80.
- •ghostflow-ml has the most downloads (372), suggesting wider adoption.
- •libsvm-rs, renegade-ml are pre-1.0 — API may change.