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burn-autodiff

v0.21.0 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 18d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 456 crates
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

Checking security advisories...
Downloads
821.0K
Dependents
456
Releases
38
Size
78KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

101.5K downloads in the last 30 days (3.4K/day), up 48% from the previous period.

๐Ÿ”—
Moderate adoption

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

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 117 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-train, burn-jit. When high-quality crates choose burn-autodiff, it's a strong quality signal.

Health Breakdown

Maintenance 19/25

Recency, release consistency, active ratio

Quality 16/25

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
3K/day avg+57%
01K2K3K4K2/263/164/34/215/95/26

Top Dependents

Version Adoption

v0.20.1
74%
v0.20.0
8%
v0.21.0
7%
v0.21.0-pre.3
6%
v0.21.0-pre.2
5%

Release Timeline

10 releasessince 2025
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2026
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Feature Flags

default =["std", "tracing"]

std*tracing*distributedexport_tests

README

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Maintainers

Dependencies
10
direct dependencies
Dependents
456
crates depend on burn-autodiff

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