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linfa

v0.8.1 Growing

A Machine Learning framework for Rust

MIT OR Apache-2.0 Edition 2018
AlgorithmsScienceMathematics #ai#machine-learning#ml#linfa

Quick Verdict

  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 858 crates
  • โœ“Team maintained (2 owners)
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

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Downloads
1.2M
Dependents
858
Releases
15
Size
160KB

Deep Insights

๐Ÿ“Š
Steady growth

82.7K downloads in the last 30 days (2.8K/day), up 2% from the previous period.

๐Ÿ”—
Moderate adoption

858 crates depend on linfa. Reasonable ecosystem adoption, though not yet a core dependency.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 59 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐Ÿ”ฌ
Pre-1.0 for over a year

Despite being 8+ years old, linfa hasn't reached 1.0 yet. Expect potential API changes between versions.

๐ŸŒŸ
Used by top crates

Notable dependents include linfa-nn, linfa-clustering, linfa-kernel, linfa-reduction, linfa-linear. When high-quality crates choose linfa, it's a strong quality signal.

Health Breakdown

Maintenance 10/25

Recency, release consistency, active ratio

Quality 16/25

Yanked ratio, deps, size, maturity, features

Community 19/20

Reverse deps, ownership, ecosystem

Popularity 7/15

Downloads, momentum, growth trend

Documentation 9/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
3K/day avg-17%
01K2K3K4K2/263/164/34/215/95/26

Top Dependents

Version Adoption

v0.6.1
35%
v0.7.1
29%
v0.7.0
16%
v0.8.1
15%
v0.8.0
6%

Release Timeline

10 releasessince 2021
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2022
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2023
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2024
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2026
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Feature Flags

blasserdebenchmarksnetlib-staticnetlib-systemopenblas-staticopenblas-systemintel-mkl-staticintel-mkl-system

README

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Maintainers

Dependencies
12
direct dependencies
Dependents
858
crates depend on linfa

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