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burn-train

v0.21.0 Growing

Training crate for the Burn framework

MIT OR Apache-2.0 Edition 2024
Science #machine-learning#tensor#deep-learning#ndarray#pytorch

Quick Verdict

  • โœ“Actively maintained (updated 18d ago)
  • !Pre-1.0: API may have breaking changes
  • !Heavy dependency tree (24 direct deps)
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

Checking security advisories...
Downloads
604.9K
Dependents
100
Releases
36
Size
187KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

56.2K downloads in the last 30 days (1.9K/day), up 63% from the previous period.

๐Ÿ”—
Moderate adoption

100 crates depend on burn-train. 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-train hasn't reached 1.0 yet. Expect potential API changes between versions.

๐Ÿ“ฆ
Heavy dependency tree

24 direct dependencies. Consider the impact on compile times and supply chain complexity.

๐ŸŒŸ
Used by top crates

Notable dependents include burn, ClawFoxyVision, burn_dragon_train, burn_dragon_language, burn_dragon_hatchling. When high-quality crates choose burn-train, it's a strong quality signal.

Health Breakdown

Maintenance 19/25

Recency, release consistency, active ratio

Quality 14/25

Yanked ratio, deps, size, maturity, features

Community 10/20

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
1K/day avg+69%
01K2K3K4K5K2/263/164/34/215/95/26

Top Dependents

Version Adoption

v0.20.1
72%
v0.21.0
9%
v0.20.0
9%
v0.21.0-pre.3
7%
v0.21.0-pre.2
3%

Release Timeline

10 releasessince 2025
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2026
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Feature Flags

default =["sys-metrics", "tui", "rl"]

rl*ddpdoctui*visiontracingsys-metrics*

README

Loading README...

Maintainers

Dependencies
24
direct dependencies
Dependents
100
crates depend on burn-train

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