Decision Workspace
renegade-ml vs libsvm-rs vs ferrolearn-neighbors
Side-by-side comparison of Rust crates
51
renegade-ml
experimentalv0.3.2
Zero-config nonparametric supervised learning — KNN with auto-tuned K, metric learning, and VP-tree indexing
54
libsvm-rs
experimentalv0.7.0
Pure Rust reimplementation of LIBSVM — SVM training and prediction
54
ferrolearn-neighbors
experimentalv0.2.0
Nearest neighbor models for the ferrolearn ML framework
Core Metrics
| renegade-ml | libsvm-rs | ferrolearn-neighbors | |
|---|---|---|---|
| Health Score | 51 | 54 | 54 |
| Total Downloads | 96 | 111 | 126 |
| 30d Downloads | 104 | 11 | 126 |
| Dependents | 1 | 0 | 10 |
| Releases | 4 | 8 | 5 |
| Last Updated | today | 43d ago | 2d ago |
| Age | 1d | 1m | 22d |
Health Breakdown
renegade-ml
Maintenance
19
Quality
13
Community
7
Popularity
2
Documentation
10
libsvm-rs
Maintenance
16
Quality
15
Community
6
Popularity
2
Documentation
15
ferrolearn-neighbors
Maintenance
13
Quality
12
Community
14
Popularity
3
Documentation
12
Technical Details
| renegade-ml | libsvm-rs | ferrolearn-neighbors | |
|---|---|---|---|
| Version | 0.3.2 | 0.7.0 | 0.2.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | AGPL-3.0-or-later | BSD-3-Clause | MIT OR Apache-2.0 |
| Dependencies | 2 | 4 | 8 |
| Crate Size | 208KB | 63KB | 46KB |
| Features | 0 | 2 | 0 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2024 |
| MSRV | — | 1.75 | 1.85 |
| Owners | 1 | 1 | 3 (team) |
Links
Quick Verdict
- •libsvm-rs leads with a health score of 54/100, but none of the options score above 80.
- •ferrolearn-neighbors has the most downloads (126), suggesting wider adoption.