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burn-autodiff

v0.20.1 Growing

Automatic differentiation backend for the Burn framework

MIT OR Apache-2.0 Edition 2024
Science #machine-learning#data#deep-learning

Quick Verdict

  • โœ“Actively maintained (updated 25d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 266 crates
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

Checking security advisories...
Downloads
655.7K
Dependents
266
Releases
34
Size
71KB

Deep Insights

๐Ÿ“Š
Steady growth

67.1K downloads in the last 30 days (2.2K/day), up 4% from the previous period.

๐Ÿ”—
Moderate adoption

266 crates depend on burn-autodiff. Reasonable ecosystem adoption, though not yet a core dependency.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 112 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐Ÿ”ฌ
Pre-1.0 for over a year

Despite being 3+ years old, burn-autodiff hasn't reached 1.0 yet. Expect potential API changes between versions.

๐ŸŒŸ
Used by top crates

Notable dependents include burn, burn-core, burn-ndarray, burn-jit, burn-nn. When high-quality crates choose burn-autodiff, it's a strong quality signal.

Health Breakdown

Maintenance 18/25

Recency, release consistency, active ratio

Quality 15/25

Yanked ratio, deps, size, maturity, features

Community 12/20

Reverse deps, ownership, ecosystem

Popularity 7/15

Downloads, momentum, growth trend

Documentation 13/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
2K/day avg+15%
01K2K3K12/291/162/32/213/113/28

Top Dependents

Version Adoption

v0.17.1
31%
v0.18.0
30%
v0.16.0
16%
v0.13.2
13%
v0.19.1
10%

Release Timeline

34 releasessince 2022
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2022
2
2023
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2024
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2025
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2026
4
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Feature Flags

default =["std", "tracing"]

std*tracing*export_tests

README

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Maintainers

Dependencies
10
direct dependencies
Dependents
266
crates depend on burn-autodiff

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