biglasso

cranv1.6.1

Extending Lasso Model Fitting to Big Data. Extend lasso and elastic-net model fitting for large data sets that cannot be loaded into memory. Designed to be more memory- and computation-efficient than existing lasso-fitting packages like 'glmnet' and 'ncvreg', thus allowing the user to analyze big data with limited RAM <doi:10.32614/RJ-2021-0

License GPL-3strong copyleft0 versions1 maintainers5 deps893 weekly dl
pbreheny/biglasso
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[email protected] is safe to use (health: 43/100)

Health breakdown0 – 100
5/25
maintenance
3/20
popularity
25/25
security
6/15
maturity
4/15
community
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0
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Dependencies (5)
bigmemoryMatrixncvregRcppmethods
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First published · 2025-03-05 18:53:38

Last updated · 2025-03-05T17:10:14+00:00