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sklears

v0.1.1 Experimental

A comprehensive machine learning library in Rust, inspired by scikit-learn

Apache-2.0 Edition 2021 MSRV 1.89
AlgorithmsData structuresScienceMathematics #rust#machine-learning#data-science#ml#scikit-learn

Quick Verdict

  • โœ“Actively maintained (updated 29d ago)
  • !Pre-1.0: API may have breaking changes
  • !Heavy dependency tree (46 direct deps)
  • โœ“Permissive license (Apache-2.0)

Security

Checking security advisories...
Downloads
1.0K
Dependents
0
Releases
7
Size
70KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

123 downloads in the last 30 days (4/day), up 38% from the previous period.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 737 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐Ÿ“ฆ
Heavy dependency tree

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

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Notable yanked versions

29% of releases have been yanked. Check version history before pinning.

Health Breakdown

Maintenance 20/25

Recency, release consistency, active ratio

Quality 9/25

Yanked ratio, deps, size, maturity, features

Community 6/20

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
0/day avg
02/263/164/34/215/95/26

Version Adoption

v0.1.0
70%
v0.1.0-rc.1
12%
v0.1.0-beta.1
7%
v0.1.1
6%
v0.1.0-alpha.2
5%

Release Timeline

7 releases2 yankedsince 2025
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2026
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Feature Flags

default =["std", "linear", "clustering", "metrics", "model-selection", "neighbors"]

devstd*svmtreebenchdummyserdeimputelinear*neuralcomposemetrics*mixturedatasetsensembleisotonicmanifoldparallelneighbors*clustering*covarianceinspectionmulticlassbackend-cpucalibrationmultioutputnaive-bayesbackend-blasbackend-cudabackend-wgpudecompositionall-algorithmsmodel-selection*semi-supervisedgaussian-processfeature-selectionfeature-extractioncross-decompositionkernel-approximationdiscriminant-analysis

README

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Maintainers

Dependencies
46
direct dependencies
Dependents
0
crates depend on sklears

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