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efficient_pca
v0.1.8 GrowingPrincipal component computation using SVD and covariance matrix trick
MIT Edition 2021
AlgorithmsScienceMathematicsScience::Bioinformatics::GenomicsScience::Bioinformatics #bioinformatics#genomics#machine-learning#svd#pca
Quick Verdict
- !Pre-1.0: API may have breaking changes
- !Heavy dependency tree (30 direct deps)
- ✓Permissive license (MIT)
Security
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Downloads
17.2K
Dependents
2
Releases
9
Size
159KB
Deep Insights
📈
Strong growth momentum
68 downloads in the last 30 days (2/day), up 39% from the previous period.
🔬
Pre-1.0 for over a year
Despite being 1+ years old, efficient_pca hasn't reached 1.0 yet. Expect potential API changes between versions.
📦
Heavy dependency tree
30 direct dependencies. Consider the impact on compile times and supply chain complexity.
Health Breakdown
Maintenance 11/25
Recency, release consistency, active ratio
Quality 13/25
Yanked ratio, deps, size, maturity, features
Community 7/20
Reverse deps, ownership, ecosystem
Popularity 5/15
Downloads, momentum, growth trend
Documentation 13/15
Docs, repo, license, metadata
Download Trend
Daily downloads · last 90 days
2/day avg-27%
Top Dependents
Most downloaded crates that depend on efficient_pca
Version Adoption
v0.1.7
56%
v0.1.3
22%
v0.1.4
13%
v0.1.2
5%
v0.1.6
4%
Release Timeline
9 releasessince 2025
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LessMore
Feature Flags
default =["backend_faer"]
jemallocbackend_mklbackend_faer*backend_openblasbackend_mkl_systembackend_openblas_systemenable-eigensnp-diagnosticsfaer_links_ndarray_static_openblas
README
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Maintainers
Dependencies
30
direct dependencies
Dependents
2
crates depend on efficient_pca