Decision Workspace
renegade-ml vs libsvm-rs vs ferrolearn-neighbors
Side-by-side comparison of Rust crates
54
renegade-ml
experimentalv0.3.3
Zero-config nonparametric supervised learning — KNN with auto-tuned K, metric learning, and VP-tree indexing
56
libsvm-rs
experimentalv0.8.0
FFI-free Rust implementation of LIBSVM-compatible SVM training and prediction
54
ferrolearn-neighbors
experimentalv0.4.0
Nearest neighbor models for the ferrolearn ML framework
Core Metrics
| renegade-ml | libsvm-rs | ferrolearn-neighbors | |
|---|---|---|---|
| Health Score | 54 | 56 | 54 |
| Total Downloads | 4.8K | 143 | 293 |
| 30d Downloads | 2.1K | 0 | 0 |
| Dependents | 47 | 0 | 19 |
| Releases | 5 | 9 | 8 |
| Last Updated | 58d ago | 34d ago | 12d ago |
| Age | 2m | 3m | 2m |
Health Breakdown
renegade-ml
Maintenance
16
Quality
13
Community
11
Popularity
4
Documentation
10
libsvm-rs
Maintenance
17
Quality
15
Community
6
Popularity
3
Documentation
15
ferrolearn-neighbors
Maintenance
12
Quality
12
Community
15
Popularity
3
Documentation
12
Technical Details
| renegade-ml | libsvm-rs | ferrolearn-neighbors | |
|---|---|---|---|
| Version | 0.3.3 | 0.8.0 | 0.4.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | AGPL-3.0-or-later | BSD-3-Clause | MIT OR Apache-2.0 |
| Dependencies | 2 | 5 | 9 |
| Crate Size | 208KB | 81KB | 60KB |
| 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 56/100, but none of the options score above 80.
- •renegade-ml has the most downloads (4.8K), suggesting wider adoption.