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sklears-core

v0.1.0 Experimental

Core traits, types, and utilities for sklears machine learning library

Apache-2.0 Edition 2021 MSRV 1.70
ScienceMathematics #core#machine-learning#traits#ml

Quick Verdict

  • โœ“Actively maintained (updated 7d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 179 crates
  • !Heavy dependency tree (34 direct deps)
  • โœ“Permissive license (Apache-2.0)

Security

Checking security advisories...
Downloads
3.3K
Dependents
179
Releases
5
Size
756KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

781 downloads in the last 30 days (26/day), up 36% from the previous period.

๐Ÿ”—
Moderate adoption

179 crates depend on sklears-core. 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

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

โš ๏ธ
Notable yanked versions

20% of releases have been yanked. Check version history before pinning.

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Used by top crates

Notable dependents include sklears-utils, sklears-metrics, sklears, sklears-linear, sklears-gaussian-process. When high-quality crates choose sklears-core, it's a strong quality signal.

Health Breakdown

Maintenance 21/25

Recency, release consistency, active ratio

Quality 7/25

Yanked ratio, deps, size, maturity, features

Community 12/20

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
20/day avg+72%
02040608012/291/162/32/213/113/28

Top Dependents

Version Adoption

v0.1.0-beta.1
56%
v0.1.0-rc.1
34%
v0.1.0-alpha.2
6%
v0.1.0
3%

Release Timeline

5 releases1 yankedsince 2025
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Feature Flags

default =["std", "serde"]

std*fullmmapsimdarrowserde*binaryno_stdmetricspluginsautodiffparallelprofilingstreamingclusteringvalidationall_formatsbinary_fullcompressiondistributedgpu_supportmessagepacktree_modelscustom_lintseffect_typesexperimentalasync_supportlinear_modelspreprocessingall_algorithmsauto_benchmarksdynamic_loadingexotic_hardwaremodel_selectionneural_networksdebug_assertionsensemble_methodscompile_time_macrosdimensionality_reduction

README

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Maintainers

Dependencies
34
direct dependencies
Dependents
179
crates depend on sklears-core

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