Decision Workspace
deep_causality_calculus vs multicalc vs amari-dual
Side-by-side comparison of Rust crates
53
deep_causality_calculus
experimentalv0.1.2
Arrow-native differentiation and integration operators (the tangent functor over Dual, endomorphism iteration over endo-arrows, and quadrature) for the deep_causality project.
61
multicalc
growingv0.7.2
Calculus, autodiff, nonlinear least squares and linear algebra in pure safe no_std Rust
58
amari-dual
experimentalv0.23.0
Forward-mode dual number automatic differentiation for optimization workloads
Core Metrics
| deep_causality_calculus | multicalc | amari-dual | |
|---|---|---|---|
| Health Score | 53 | 61 | 58 |
| Total Downloads | 111 | 10.9K | 6.3K |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 1 | 0 | 206 |
| Releases | 3 | 13 | 35 |
| Last Updated | 5d ago | 4d ago | 51d ago |
| Age | 1m | 2y 1m | 9m |
Health Breakdown
deep_causality_calculus
Maintenance
14
Quality
15
Community
7
Popularity
2
Documentation
15
multicalc
Maintenance
19
Quality
16
Community
6
Popularity
5
Documentation
15
amari-dual
Maintenance
16
Quality
15
Community
12
Popularity
5
Documentation
10
Technical Details
| deep_causality_calculus | multicalc | amari-dual | |
|---|---|---|---|
| Version | 0.1.2 | 0.7.2 | 0.23.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT | MIT | MIT OR Apache-2.0 |
| Dependencies | 4 | 3 | 11 |
| Crate Size | 10KB | 148KB | 40KB |
| Features | 3 | 2 | 9 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2024 | 2024 | 2021 |
| MSRV | 1.93.0 | 1.85 | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •multicalc 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.