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echidna

v0.15.0 Experimental

A high-performance automatic differentiation library for Rust

MIT OR Apache-2.0 Edition 2021 MSRV 1.93
AlgorithmsScienceMathematics #scientific#autodiff#gradient#differentiation#jacobian

Quick Verdict

  • โœ“Actively maintained (updated 3d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

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Downloads
11.0K
Dependents
16
Releases
16
Size
540KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

5.7K downloads in the last 30 days (189/day), up 91% from the previous period.

Health Breakdown

Maintenance 19/25

Recency, release consistency, active ratio

Quality 13/25

Yanked ratio, deps, size, maturity, features

Community 9/20

Reverse deps, ownership, ecosystem

Popularity 5/15

Downloads, momentum, growth trend

Documentation 15/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
109/day avg+73%
02004006004/265/146/16/197/77/24

Top Dependents

Most downloaded crates that depend on echidna

Version Adoption

v0.10.0
84%
v0.11.0
15%
v0.8.2
0%
v0.13.0
0%
v0.9.0
0%

Release Timeline

10 releasessince 2026
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Feature Flags

default =["simba"]

faerstdeserdesimba*diffoptaylorlaurentndarraybytecodegpu-cudagpu-wgpunalgebraparallel

README

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Maintainers

Dependencies
20
direct dependencies
Dependents
16
crates depend on echidna

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