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sklears-utils

v0.1.0 Experimental

Shared utilities for sklears: validation, data generation, helpers

Apache-2.0 Edition 2021 MSRV 1.70
Science #machine-learning#utilities#helpers

Quick Verdict

  • โœ“Actively maintained (updated 7d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 110 crates
  • !Heavy dependency tree (24 direct deps)
  • โœ“Permissive license (Apache-2.0)

Security

Checking security advisories...
Downloads
2.4K
Dependents
110
Releases
5
Size
259KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

603 downloads in the last 30 days (20/day), up 47% from the previous period.

๐Ÿ”—
Moderate adoption

110 crates depend on sklears-utils. Reasonable ecosystem adoption, though not yet a core dependency.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 603 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐Ÿ“ฆ
Heavy dependency tree

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

๐ŸŒŸ
Used by top crates

Notable dependents include sklears, sklears-gaussian-process, sklears-clustering, sklears-neighbors, sklears-kernel-approximation. When high-quality crates choose sklears-utils, it's a strong quality signal.

Health Breakdown

Maintenance 21/25

Recency, release consistency, active ratio

Quality 13/25

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
14/day avg+93%
020406012/291/162/32/213/113/28

Top Dependents

Version Adoption

v0.1.0-alpha.1
50%
v0.1.0-beta.1
28%
v0.1.0-rc.1
18%
v0.1.0-alpha.2
3%
v0.1.0
2%

Release Timeline

5 releasessince 2025
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Feature Flags

default =["std", "simd"]

std*xmlsimd*yamlformatssysinfocompressiontoml_support

README

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Maintainers

Dependencies
24
direct dependencies
Dependents
110
crates depend on sklears-utils

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