Other packages > Find by keyword >

L0Learn  

Fast Algorithms for Best Subset Selection
View on CRAN: Click here


Download and install L0Learn package within the R console
Install from CRAN:
install.packages("L0Learn")

Install from Github:
library("remotes")
install_github("cran/L0Learn")

Install by package version:
library("remotes")
install_version("L0Learn", "2.1.0")



Attach the package and use:
library("L0Learn")
Maintained by
Hussein Hazimeh
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-07-01
Latest Update: 2023-03-07
Description:
Highly optimized toolkit for approximately solving L0-regularized learning problems (a.k.a. best subset selection). The algorithms are based on coordinate descent and local combinatorial search. For more details, check the paper by Hazimeh and Mazumder (2020) .
How to cite:
Hussein Hazimeh (2018). L0Learn: Fast Algorithms for Best Subset Selection. R package version 2.1.0, https://cran.r-project.org/web/packages/L0Learn. Accessed 06 Oct. 2026.
Previous versions and publish date:
1.0.0 (2018-07-01 18:20), 1.0.2 (2018-07-03 00:50), 1.0.7 (2018-09-11 06:30), 1.0.8 (2018-10-29 01:00), 1.1.0 (2019-04-08 22:33), 1.2.0 (2019-08-30 17:00), 2.0.0 (2021-03-04 07:20), 2.0.3 (2021-04-03 15:50), (2026-07-09 08:07)
Other packages that cited L0Learn R package
View L0Learn citation profile
Other R packages that L0Learn depends, imports, suggests or enhances
Complete documentation for L0Learn
Functions, R codes and Examples using the L0Learn R package
Some associated functions: GenSynthetic . GenSyntheticHighCorr . L0Learn-package . L0Learn.cvfit . L0Learn.fit . coef.L0Learn . plot.L0Learn . plot.L0LearnCV . predict.L0Learn . print.L0Learn . 
Some associated R codes: L0Learn.R . RcppExports.R . coef.R . cvfit.R . fit.R . genhighcorr.R . gensynthetic.R . plot.R . predict.R . print.R .  Full L0Learn package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gecko  
Geographical Ecology and Conservation Knowledge Online
Includes a collection of geographical analysis functions aimed primarily at ecology and conservation ...
Download / Learn more Package Citations See dependency  
gRim  
Graphical Interaction Models
Provides the following types of models: Models for contingency tables (i.e. log-linear models) Grap ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA