Decision Workspace
sklears-neighbors vs frlearn_neighbor vs renegade-ml
Side-by-side comparison of Rust crates
60
sklears-neighbors
experimentalv0.1.2
Neighbor-based algorithms for sklears: k-NN, radius neighbors
40
frlearn_neighbor
experimentalv0.1.0
Neighbour search abstractions and brute-force backend for FuzzyRough.
57
renegade-ml
experimentalv0.3.3
Zero-config nonparametric supervised learning — KNN with auto-tuned K, metric learning, and VP-tree indexing
Core Metrics
| sklears-neighbors | frlearn_neighbor | renegade-ml | |
|---|---|---|---|
| Health Score | 60 | 40 | 57 |
| Total Downloads | 873 | 231 | 10.7K |
| 30d Downloads | 0 | 0 | 2.5K |
| Dependents | 13 | 3 | 81 |
| Releases | 7 | 1 | 5 |
| Last Updated | 14d ago | 149d ago | 107d ago |
| Age | 9m | 4m | 3m |
Health Breakdown
sklears-neighbors
Maintenance
21
Quality
14
Community
9
Popularity
4
Documentation
12
frlearn_neighbor
Maintenance
6
Quality
13
Community
8
Popularity
3
Documentation
10
renegade-ml
Maintenance
18
Quality
13
Community
11
Popularity
5
Documentation
10
Technical Details
| sklears-neighbors | frlearn_neighbor | renegade-ml | |
|---|---|---|---|
| Version | 0.1.2 | 0.1.0 | 0.3.3 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | Apache-2.0 | MIT | AGPL-3.0-or-later |
| Dependencies | 14 | 5 | 2 |
| Crate Size | 269KB | 6KB | 208KB |
| Features | 6 | 0 | 0 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2024 | 2021 |
| MSRV | 1.89 | — | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •sklears-neighbors leads with a health score of 60/100, but none of the options score above 80.
- •renegade-ml has the most downloads (10.7K), suggesting wider adoption.