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
61
amari-dual
experimentalv0.23.0
Forward-mode dual number automatic differentiation for optimization workloads
61
echidna
experimentalv0.11.0
A high-performance automatic differentiation library for Rust
Core Metrics
| autodiff_rs | amari-dual | echidna | |
|---|---|---|---|
| Health Score | 36 | 61 | 61 |
| Total Downloads | 2.9K | 6.0K | 3.2K |
| 30d Downloads | 0 | 0 | 2.0K |
| Dependents | 0 | 206 | 11 |
| Releases | 2 | 35 | 11 |
| Last Updated | 852d ago | 2d ago | 5d ago |
| Age | 2y 4m | 7m | 3m |
Health Breakdown
autodiff_rs
Maintenance
4
Quality
15
Community
3
Popularity
4
Documentation
10
amari-dual
Maintenance
19
Quality
15
Community
12
Popularity
5
Documentation
10
echidna
Maintenance
19
Quality
14
Community
9
Popularity
4
Documentation
15
Technical Details
| autodiff_rs | amari-dual | echidna | |
|---|---|---|---|
| Version | 0.1.1 | 0.23.0 | 0.11.0 |
| 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 | 40KB | 450KB |
| 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 61/100, but none of the options score above 80.
- •amari-dual is depended on by 206 crates — strongest ecosystem trust.
- •⚠ autodiff_rs has not been updated in over a year.