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scirs2-autograd

v0.6.0 Growing

Automatic differentiation module for SciRS2 (scirs2-autograd)

Apache-2.0 Edition 2021
AlgorithmsScienceMathematics #ai#machine-learning#scientific#ml#autograd

Quick Verdict

  • โœ“Actively maintained (updated 12d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 363 crates
  • โœ“Permissive license (Apache-2.0)
  • !32% of releases were yanked

Security

Checking security advisories...
Downloads
15.2K
Dependents
363
Releases
34
Size
902KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

1.4K downloads in the last 30 days (46/day), up 25% from the previous period.

๐Ÿ”—
Moderate adoption

363 crates depend on scirs2-autograd. Reasonable ecosystem adoption, though not yet a core dependency.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 912 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐Ÿ”ฌ
Pre-1.0 for over a year

Despite being 1+ years old, scirs2-autograd hasn't reached 1.0 yet. Expect potential API changes between versions.

โš ๏ธ
Notable yanked versions

32% of releases have been yanked. Check version history before pinning.

๐ŸŒŸ
Used by top crates

Notable dependents include scirs2-linalg, scirs2-neural, scirs2, scirs2-integrate, quantrs2-core. When high-quality crates choose scirs2-autograd, it's a strong quality signal.

Health Breakdown

Maintenance 18/25

Recency, release consistency, active ratio

Quality 7/25

Yanked ratio, deps, size, maturity, features

Community 13/20

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
35/day avg-14%
0501001502004/265/146/16/197/77/24

Top Dependents

Version Adoption

v0.3.4
33%
v0.4.2
31%
v0.4.4
14%
v0.5.0
12%
v0.5.1
11%

Release Timeline

10 releasessince 2026
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Feature Flags

gpublassimdv0_2_0parallelsymbolicdistributedhigher_order

README

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Maintainers

Dependencies
17
direct dependencies
Dependents
363
crates depend on scirs2-autograd

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