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scirs2-autograd

v0.4.0 Experimental

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 1d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 273 crates
  • โœ“Permissive license (Apache-2.0)
  • !41% of releases were yanked

Security

Checking security advisories...
Downloads
10.9K
Dependents
273
Releases
27
Size
847KB

Deep Insights

๐Ÿ“Š
Steady growth

1.4K downloads in the last 30 days (46/day), up 11% from the previous period.

๐Ÿ”—
Moderate adoption

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

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 603 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

โš ๏ธ
Notable yanked versions

41% 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 19/25

Recency, release consistency, active ratio

Quality 6/25

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
41/day avg+33%
05010012/291/162/32/213/113/28

Top Dependents

Version Adoption

v0.2.0
23%
v0.1.0-rc.4
22%
v0.1.2
19%
v0.1.0-rc.2
18%
v0.1.3
17%

Release Timeline

27 releases11 yankedsince 2025
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16
2026
11
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Yanked

Feature Flags

gpublassimdv0_2_0parallelsymbolicdistributedhigher_order

README

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Maintainers

Dependencies
16
direct dependencies
Dependents
273
crates depend on scirs2-autograd

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