Decision Workspace
autodiff_rs vs amari-dual vs echidna
Side-by-side comparison of Rust crates
36
autodiff_rs
growingv0.1.1
Automatic differentiation for Rust, with ndarray support
59
amari-dual
experimentalv0.19.1
Dual number automatic differentiation
52
echidna
experimentalv0.5.0
A high-performance automatic differentiation library for Rust
Core Metrics
| autodiff_rs | amari-dual | echidna | |
|---|---|---|---|
| Health Score | 36 | 59 | 52 |
| Total Downloads | 2.9K | 5.2K | 570 |
| 30d Downloads | 4 | 310 | 525 |
| Dependents | 0 | 174 | 5 |
| Releases | 2 | 31 | 5 |
| Last Updated | 793d ago | 23d ago | 13d ago |
| Age | 2y 2m | 5m | 1m |
Health Breakdown
autodiff_rs
Maintenance
4
Quality
15
Community
3
Popularity
4
Documentation
10
amari-dual
Maintenance
18
Quality
15
Community
12
Popularity
4
Documentation
10
echidna
Maintenance
12
Quality
14
Community
8
Popularity
3
Documentation
15
Technical Details
| autodiff_rs | amari-dual | echidna | |
|---|---|---|---|
| Version | 0.1.1 | 0.19.1 | 0.5.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | GPL-3.0 | MIT OR Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 6 | 11 | 21 |
| Crate Size | 33KB | 37KB | 325KB |
| Features | 1 | 9 | 14 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | — | — | 1.93 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •amari-dual leads with a health score of 59/100, but none of the options score above 80.
- •amari-dual is depended on by 174 crates — strongest ecosystem trust.
- •⚠ autodiff_rs has not been updated in over a year.