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adelie  

Group Lasso and Elastic Net Solver for Generalized Linear Models
View on CRAN: Click here


Download and install adelie package within the R console
Install from CRAN:
install.packages("adelie")

Install from Github:
library("remotes")
install_github("cran/adelie")

Install by package version:
library("remotes")
install_version("adelie", "1.0.2")



Attach the package and use:
library("adelie")
Maintained by
Trevor Hastie
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-06-17
Latest Update: 2024-06-20
Description:
R bindings for the Python package 'adelie'. These bindings offer a general purpose group elastic net solver, a wide range of matrix classes that can exploit special structure to allow large-scale inputs, and an assortment of generalized linear model classes for fitting various types of data. The package is an implementation of Yang, J. and Hastie, T. (2024) <doi:10.48550/arXiv.2405.08631>.
How to cite:
Trevor Hastie (2024). adelie: Group Lasso and Elastic Net Solver for Generalized Linear Models. R package version 1.0.2, https://cran.r-project.org/web/packages/adelie. Accessed 07 Nov. 2024.
Previous versions and publish date:
1.0.0 (2024-06-17 20:10), 1.0.1 (2024-06-20 07:40)
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View adelie citation profile
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Complete documentation for adelie
Functions, R codes and Examples using the adelie R package
Full adelie package functions and examples
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