rustio rustio.net
50

numra-autodiff

v0.1.5 Experimental

Automatic differentiation for Numra: forward-mode (Dual numbers) and reverse-mode (tape) for gradients and Jacobians.

LicenseRef-Numra-Academic-Research-NonCommercial Edition 2021 MSRV 1.83
AlgorithmsScienceMathematics #autodiff#gradient#differentiation#jacobian#dual-numbers

Quick Verdict

  • โœ“Actively maintained (updated 52d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Tiny footprint (16KB, 3 deps)

Security

Checking security advisories...
Downloads
309
Dependents
14
Releases
6
Size
16KB

Deep Insights

๐Ÿ“‰
Download decline

95 downloads in the last 30 days, down 44% from the previous period. May indicate migration to alternatives.

๐Ÿชถ
Minimal dependencies

Only 3 direct dependencies. Lean dependency tree means faster builds and lower supply chain risk.

๐Ÿ“
Compact crate

At 16KB, numra-autodiff is lightweight. Small crate size correlates with focused, well-scoped functionality.

๐ŸŒŸ
Used by top crates

Notable dependents include numra-ode, numra-optim, numra. When high-quality crates choose numra-autodiff, it's a strong quality signal.

Health Breakdown

Maintenance 11/25

Recency, release consistency, active ratio

Quality 14/25

Yanked ratio, deps, size, maturity, features

Community 9/20

Reverse deps, ownership, ecosystem

Popularity 3/15

Downloads, momentum, growth trend

Documentation 13/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
0/day avg
04/265/146/16/197/77/24

Top Dependents

Most downloaded crates that depend on numra-autodiff

Version Adoption

v0.1.5
53%
v0.1.2
13%
v0.1.3
12%
v0.1.4
11%
v0.1.1
11%

Release Timeline

6 releasessince 2026
J
F
M
A
M
J
J
A
S
O
N
D
2026
6
Less
More

README

Loading README...

Maintainers

Dependencies
3
direct dependencies
Dependents
14
crates depend on numra-autodiff

Similar Crates