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aprender-train

v0.35.0 Experimental

Training & Optimization library with autograd, LoRA, quantization, and model merging

MIT Edition 2021 MSRV 1.87
ScienceMathematics #quantization#machine-learning#neural-networks#autograd#lora

Quick Verdict

  • โœ“Actively maintained (updated 3d ago)
  • !Pre-1.0: API may have breaking changes
  • !Heavy dependency tree (64 direct deps)
  • โœ“Permissive license (MIT)

Security

Checking security advisories...
Downloads
2.1K
Dependents
55
Releases
8
Size
1.9MB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

1.2K downloads in the last 30 days (40/day), up 35% from the previous period.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 259 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

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Heavy dependency tree

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

โš ๏ธ
Notable yanked versions

13% of releases have been yanked. Check version history before pinning.

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Used by top crates

Notable dependents include entrenar, aprender-core, aprender-viz, apr-cli, aprender-orchestrate. When high-quality crates choose aprender-train, it's a strong quality signal.

Health Breakdown

Maintenance 16/25

Recency, release consistency, active ratio

Quality 8/25

Yanked ratio, deps, size, maturity, features

Community 11/20

Reverse deps, ownership, ecosystem

Popularity 4/15

Downloads, momentum, growth trend

Documentation 12/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
23/day avg
0501001502002/263/164/34/215/95/26

Top Dependents

Version Adoption

v0.30.0
55%
v0.31.2
27%
v0.29.0
12%
v0.34.0
3%
v0.35.0
3%

Release Timeline

8 releases1 yankedsince 2026
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Feature Flags

default =["tui"]

gpuhubtui*citlcudaggufkaninvmlwasmservermonitorparquettracingdhat-heaphub-publishcpu-fallbackruchy-sessions

README

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Maintainers

Dependencies
64
direct dependencies
Dependents
55
crates depend on aprender-train

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