Decision Workspace
anofox-ml-neighbors vs renegade-ml vs nabled-ml
Side-by-side comparison of Rust crates
48
anofox-ml-neighbors
experimentalv0.1.0
K-nearest neighbors classifiers and regressors with KD-tree for the anofox-ml library
57
renegade-ml
experimentalv0.3.3
Zero-config nonparametric supervised learning — KNN with auto-tuned K, metric learning, and VP-tree indexing
61
nabled-ml
experimentalv0.0.11
ML-oriented algorithms built on ndarray-native nabled primitives
Core Metrics
| anofox-ml-neighbors | renegade-ml | nabled-ml | |
|---|---|---|---|
| Health Score | 48 | 57 | 61 |
| Total Downloads | 31 | 10.7K | 603 |
| 30d Downloads | 0 | 2.5K | 0 |
| Dependents | 1 | 81 | 12 |
| Releases | 1 | 5 | 10 |
| Last Updated | 37d ago | 107d ago | 41d ago |
| Age | 1m | 3m | 4m |
Health Breakdown
anofox-ml-neighbors
Maintenance
11
Quality
13
Community
7
Popularity
2
Documentation
15
renegade-ml
Maintenance
18
Quality
13
Community
11
Popularity
5
Documentation
10
nabled-ml
Maintenance
16
Quality
16
Community
11
Popularity
3
Documentation
15
Technical Details
| anofox-ml-neighbors | renegade-ml | nabled-ml | |
|---|---|---|---|
| Version | 0.1.0 | 0.3.3 | 0.0.11 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT OR Apache-2.0 | AGPL-3.0-or-later | MIT OR Apache-2.0 |
| Dependencies | 7 | 2 | 7 |
| Crate Size | 26KB | 208KB | 38KB |
| Features | 0 | 0 | 8 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2024 |
| MSRV | 1.87 | — | 1.92 |
| Owners | 1 | 1 | 2 |
Links
Quick Verdict
- •nabled-ml leads with a health score of 61/100, but none of the options score above 80.
- •renegade-ml has the most downloads (10.7K), suggesting wider adoption.