Decision Workspace
fast-umap vs burn-wgpu vs burn-cuda
Side-by-side comparison of Rust crates
53
fast-umap
stablev1.2.3
Configurable UMAP (Uniform Manifold Approximation and Projection) in Rust
68
burn-wgpu
growingv0.20.1
WGPU backend for the Burn framework
66
burn-cuda
growingv0.20.1
CUDA backend for the Burn framework
Core Metrics
| fast-umap | burn-wgpu | burn-cuda | |
|---|---|---|---|
| Health Score | 53 | 68 | 66 |
| Total Downloads | 2.3K | 627.3K | 436.4K |
| 30d Downloads | 342 | 66.5K | 56.6K |
| Dependents | 0 | 263 | 131 |
| Releases | 8 | 29 | 19 |
| Last Updated | 17d ago | 25d ago | 25d ago |
| Age | 1y 3m | 2y 8m | 1y 7m |
Health Breakdown
fast-umap
Maintenance
18
Quality
12
Community
6
Popularity
4
Documentation
13
burn-wgpu
Maintenance
18
Quality
18
Community
12
Popularity
7
Documentation
13
burn-cuda
Maintenance
18
Quality
17
Community
11
Popularity
7
Documentation
13
Technical Details
| fast-umap | burn-wgpu | burn-cuda | |
|---|---|---|---|
| Version | 1.2.3 | 0.20.1 | 0.20.1 |
| Stable (≥1.0) | ✓ Yes | ✗ No | ✗ No |
| License | MIT | MIT OR Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 22 | 4 | 4 |
| Crate Size | 5.6MB | 35KB | 29KB |
| Features | 3 | 15 | 7 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2024 | 2024 |
| MSRV | — | — | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •burn-wgpu leads with a health score of 68/100, but none of the options score above 80.
- •burn-wgpu is depended on by 263 crates — strongest ecosystem trust.
- •burn-wgpu, burn-cuda are pre-1.0 — API may change.