56
ad_trait
v0.3.1 GrowingEasy to use, efficient, and highly flexible automatic differentiation in Rust
MIT OR Apache-2.0 Edition 2021
#autodiff#differentiation#ad#derivatives
Quick Verdict
- ✓Actively maintained (updated 2d ago)
- !Pre-1.0: API may have breaking changes
- ✓Permissive license (MIT OR Apache-2.0)
Security
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Downloads
14.8K
Dependents
64
Releases
13
Size
765KB
Deep Insights
📈
Strong growth momentum
8.1K downloads in the last 30 days (271/day), up 1148% from the previous period.
🔬
Pre-1.0 for over a year
Despite being 1+ years old, ad_trait hasn't reached 1.0 yet. Expect potential API changes between versions.
🌟
Used by top crates
Notable dependents include gam, echidna, mathcompile, dslcompile. When high-quality crates choose ad_trait, it's a strong quality signal.
Health Breakdown
Maintenance 19/25
Recency, release consistency, active ratio
Quality 14/25
Yanked ratio, deps, size, maturity, features
Community 8/20
Reverse deps, ownership, ecosystem
Popularity 5/15
Downloads, momentum, growth trend
Documentation 10/15
Docs, repo, license, metadata
Download Trend
Daily downloads · last 90 days
112/day avg+259%
Top Dependents
Most downloaded crates that depend on ad_trait
Version Adoption
v0.2.2
41%
v0.3.1
26%
v0.3.0
16%
v0.1.6
11%
v0.1.5
5%
Release Timeline
10 releasessince 2025
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Feature Flags
default =["latest_deps", "std", "bevy", "rand", "serde", "hessian"]
std*bevy*rand*serde*hessian*nightlylatest_deps*wasm_compat
README
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Maintainers
Dependencies
14
direct dependencies
Dependents
64
crates depend on ad_trait