rustio rustio.net
64

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 67d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 474 crates
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

Checking security advisories...
Downloads
1.0M
Dependents
474
Releases
38
Size
78KB

Deep Insights

๐Ÿ“Š
Stable downloads

107.2K downloads in the last 30 days (3.6K/day). Volume is roughly flat compared to the previous period.

๐Ÿ”—
Moderate adoption

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

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 123 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-nn. When high-quality crates choose burn-autodiff, it's a strong quality signal.

Health Breakdown

Maintenance 16/25

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-44%
02K4K6K4/275/156/26/207/87/25

Top Dependents

Version Adoption

v0.20.1
65%
v0.21.0
23%
v0.20.0
5%
v0.21.0-pre.3
4%
v0.21.0-pre.2
3%

Release Timeline

10 releasessince 2025
J
F
M
A
M
J
J
A
S
O
N
D
2025
2
2026
8
Less
More

Feature Flags

default =["std", "tracing"]

std*tracing*distributedexport_tests

README

Loading README...

Maintainers

Dependencies
10
direct dependencies
Dependents
474
crates depend on burn-autodiff

Similar Crates