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sklears-linear
v0.1.0 ExperimentalLinear models for sklears: linear regression, logistic regression, and GLMs
Apache-2.0 Edition 2021 MSRV 1.70
Quick Verdict
- ✓Actively maintained (updated 7d ago)
- !Pre-1.0: API may have breaking changes
- !Heavy dependency tree (23 direct deps)
- ✓Permissive license (Apache-2.0)
Security
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Downloads
635
Dependents
10
Releases
5
Size
326KB
Deep Insights
📈
Strong growth momentum
100 downloads in the last 30 days (3/day), up 82% from the previous period.
👤
Prolific maintainer
The primary maintainer publishes 603 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.
📦
Heavy dependency tree
23 direct dependencies. Consider the impact on compile times and supply chain complexity.
Health Breakdown
Maintenance 21/25
Recency, release consistency, active ratio
Quality 14/25
Yanked ratio, deps, size, maturity, features
Community 9/20
Reverse deps, ownership, ecosystem
Popularity 3/15
Downloads, momentum, growth trend
Documentation 12/15
Docs, repo, license, metadata
Download Trend
Daily downloads · last 90 days
3/day avg+51%
Top Dependents
Most downloaded crates that depend on sklears-linear
Version Adoption
v0.1.0-alpha.1
68%
v0.1.0-beta.1
13%
v0.1.0-rc.1
10%
v0.1.0-alpha.2
5%
v0.1.0
3%
Release Timeline
5 releasessince 2025
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Feature Flags
default =["std", "linear-regression", "ridge", "lasso", "coordinate-descent", "early-stopping"]
glmgpusgdstd*admmfullsimdhuberlasso*ridge*serderansacsparsebayesianparallelplottingreportingstreamingtheil-senmulti-taskall-solversdiagnosticselastic-netbenchmarkingall-algorithmsearly-stopping*memory-mappingonline-learningcross-validationmulti-task-lassoproperty-testingfeature-selectionlinear-regression*residual-analysisrobust-regressionchunked-processingcoordinate-descent*logistic-regressionquantile-regressionregularization-pathconvergence-analysisincomplete-benchmarksmulti-task-elastic-netconstrained-optimizationuncertainty-quantification
README
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Maintainers
Dependencies
23
direct dependencies
Dependents
10
crates depend on sklears-linear