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amari-dual

v0.23.0 Experimental

Forward-mode dual number automatic differentiation for optimization workloads

MIT OR Apache-2.0 Edition 2021
AlgorithmsScienceMathematics #mathematics#autodiff#calculus#derivatives#dual-numbers

Quick Verdict

  • โœ“Actively maintained (updated 51d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 206 crates
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

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Downloads
6.3K
Dependents
206
Releases
35
Size
40KB

Deep Insights

๐Ÿ“Š
Stable downloads

207 downloads in the last 30 days (7/day). Volume is roughly flat compared to the previous period.

๐Ÿ”—
Moderate adoption

206 crates depend on amari-dual. Reasonable ecosystem adoption, though not yet a core dependency.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 51 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐Ÿ“
Compact crate

At 39KB, amari-dual is lightweight. Small crate size correlates with focused, well-scoped functionality.

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Used by top crates

Notable dependents include amari-gpu, amari-fusion, amari-network, amari-automata, amari. When high-quality crates choose amari-dual, it's a strong quality signal.

Health Breakdown

Maintenance 16/25

Recency, release consistency, active ratio

Quality 15/25

Yanked ratio, deps, size, maturity, features

Community 12/20

Reverse deps, ownership, ecosystem

Popularity 5/15

Downloads, momentum, growth trend

Documentation 10/15

Docs, repo, license, metadata

Download Trend

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

Top Dependents

Version Adoption

v0.19.1
35%
v0.18.1
20%
v0.23.0
17%
v0.18.0
16%
v0.17.0
12%

Release Timeline

10 releasessince 2026
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Feature Flags

default =["std", "high-precision"]

gpustd*contractsserializephantom-typeshigh-precision*wasm-precisionnative-precision

README

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Maintainers

Dependencies
11
direct dependencies
Dependents
206
crates depend on amari-dual

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