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linfa-preprocessing

v0.8.1 Growing

A Machine Learning framework for Rust

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

Quick Verdict

  • !Pre-1.0: API may have breaking changes
  • โœ“Team maintained (2 owners)
  • !Heavy dependency tree (24 direct deps)
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

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Downloads
52.9K
Dependents
17
Releases
9
Size
39KB

Deep Insights

๐Ÿ“Š
Steady growth

2.9K downloads in the last 30 days (98/day), up 2% from the previous period.

๐Ÿ‘ฅ
Team maintained

This crate is maintained by a team (2 owners), reducing bus-factor risk and ensuring continuity.

๐Ÿ”ฌ
Pre-1.0 for over a year

Despite being 5+ years old, linfa-preprocessing 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.

๐Ÿ“
Compact crate

At 38KB, linfa-preprocessing is lightweight. Small crate size correlates with focused, well-scoped functionality.

๐ŸŒŸ
Used by top crates

Notable dependents include rosella, tktax-3p, sonai, clustersort, klaster. When high-quality crates choose linfa-preprocessing, it's a strong quality signal.

Health Breakdown

Maintenance 12/25

Recency, release consistency, active ratio

Quality 14/25

Yanked ratio, deps, size, maturity, features

Community 14/20

Reverse deps, ownership, ecosystem

Popularity 6/15

Downloads, momentum, growth trend

Documentation 9/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
92/day avg+12%
01002003002/263/164/34/215/95/26

Top Dependents

Version Adoption

v0.7.1
40%
v0.7.0
36%
v0.8.0
9%
v0.6.1
9%
v0.8.1
5%

Release Timeline

9 releasessince 2021
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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

blasserde

README

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Maintainers

Dependencies
24
direct dependencies
Dependents
17
crates depend on linfa-preprocessing

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