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echidna

v0.11.0 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 5d ago)
  • !Pre-1.0: API may have breaking changes
  • !Heavy dependency tree (21 direct deps)
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

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Downloads
3.2K
Dependents
11
Releases
11
Size
450KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

2.0K downloads in the last 30 days (65/day), up 163% from the previous period.

๐Ÿ“ฆ
Heavy dependency tree

21 direct dependencies. Consider the impact on compile times and supply chain complexity.

Health Breakdown

Maintenance 19/25

Recency, release consistency, active ratio

Quality 14/25

Yanked ratio, deps, size, maturity, features

Community 9/20

Reverse deps, ownership, ecosystem

Popularity 4/15

Downloads, momentum, growth trend

Documentation 15/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
36/day avg+188%
0501001502002/263/164/34/215/95/26

Top Dependents

Most downloaded crates that depend on echidna

Version Adoption

v0.5.0
51%
v0.10.0
41%
v0.4.0
6%
v0.8.2
1%
v0.11.0
1%

Release Timeline

10 releasessince 2026
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Feature Flags

default =["simba"]

faerstdeserdesimba*diffoptaylorlaurentndarraybytecodegpu-cudagpu-wgpunalgebraparallel

README

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Maintainers

Dependencies
21
direct dependencies
Dependents
11
crates depend on echidna

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