Decision Workspace
neco-kmeans vs clump vs fastkmeans-rs
Side-by-side comparison of Rust crates
47
neco-kmeans
experimentalv0.1.0
k-means++ clustering for arbitrary-dimensional f64 vectors
60
clump
experimentalv0.5.8
Dense clustering primitives (k-means, DBSCAN, HDBSCAN, EVoC, COP-Kmeans, DenStream, correlation clustering)
61
fastkmeans-rs
growingv1.0.8
A fast and efficient k-means clustering implementation in Rust, compatible with ndarray
Core Metrics
| neco-kmeans | clump | fastkmeans-rs | |
|---|---|---|---|
| Health Score | 47 | 60 | 61 |
| Total Downloads | 67 | 6.1K | 4.9K |
| 30d Downloads | 0 | 0 | 739 |
| Dependents | 1 | 89 | 43 |
| Releases | 1 | 15 | 16 |
| Last Updated | 101d ago | 10d ago | 14d ago |
| Age | 3m | 5m | 6m |
Health Breakdown
neco-kmeans
Maintenance
8
Quality
15
Community
7
Popularity
2
Documentation
15
clump
Maintenance
18
Quality
13
Community
11
Popularity
5
Documentation
13
fastkmeans-rs
Maintenance
18
Quality
16
Community
10
Popularity
4
Documentation
13
Technical Details
| neco-kmeans | clump | fastkmeans-rs | |
|---|---|---|---|
| Version | 0.1.0 | 0.5.8 | 1.0.8 |
| Stable (≥1.0) | ✗ No | ✗ No | ✓ Yes |
| License | MIT | MIT OR Apache-2.0 | Apache-2.0 |
| Dependencies | 2 | 19 | 17 |
| Crate Size | 10KB | 162KB | 144KB |
| Features | 1 | 8 | 9 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | 1.82 | — | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •fastkmeans-rs leads with a health score of 61/100, but none of the options score above 80.
- •clump has the most downloads (6.1K), suggesting wider adoption.
- •neco-kmeans, clump are pre-1.0 — API may change.