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linfa-reduction

v0.8.1 Growing

A collection of dimensionality reduction techniques

MIT OR Apache-2.0 Edition 2018
AlgorithmsScienceMathematics #machine-learning#reduction#linfa#unsupervised#spectral

Quick Verdict

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

Security

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Downloads
199.6K
Dependents
37
Releases
12
Size
24KB

Deep Insights

๐Ÿ“Š
Stable downloads

24.2K downloads in the last 30 days (806/day). Volume is roughly flat compared to 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-reduction hasn't reached 1.0 yet. Expect potential API changes between versions.

๐Ÿ“
Compact crate

At 24KB, linfa-reduction is lightweight. Small crate size correlates with focused, well-scoped functionality.

๐ŸŒŸ
Used by top crates

Notable dependents include linfa-tsne, efficient_pca, mecomp-analysis, datatui, xdl-stdlib. When high-quality crates choose linfa-reduction, 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 15/20

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
935/day avg-35%
05001K2K2/263/164/34/215/95/26

Top Dependents

Version Adoption

v0.8.1
55%
v0.6.1
26%
v0.7.1
12%
v0.7.0
4%
v0.4.0
3%

Release Timeline

10 releasessince 2021
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2022
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2023
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2026
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Feature Flags

blasserde

README

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Maintainers

Dependencies
17
direct dependencies
Dependents
37
crates depend on linfa-reduction

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