How To Install r-cran-glmnet on Debian 9
Introduction
In this tutorial we learn how to install r-cran-glmnet
on Debian 9.
What is r-cran-glmnet
r-cran-glmnet is:
Extremely efficient procedures for fitting the entire lasso or elastic-net regularization path for linear regression, logistic and multinomial regression models, Poisson regression and the Cox model. Two recent additions are the multiple-response Gaussian, and the grouped multinomial. The algorithm uses cyclical coordinate descent in a path-wise fashion, as described in the paper Introduction to Glmnet.
There are three methods to install r-cran-glmnet
on Debian 9. We can use apt-get
, apt
and aptitude
. In the following sections we will describe each method. You can choose one of them.
Install r-cran-glmnet Using apt-get
Update apt database with apt-get
using the following command.
sudo apt-get update
After updating apt database, We can install r-cran-glmnet
using apt-get
by running the following command:
sudo apt-get -y install r-cran-glmnet
Install r-cran-glmnet Using apt
Update apt database with apt
using the following command.
sudo apt update
After updating apt database, We can install r-cran-glmnet
using apt
by running the following command:
sudo apt -y install r-cran-glmnet
Install r-cran-glmnet Using aptitude
If you want to follow this method, you might need to install aptitude first since aptitude is usually not installed by default on Debian. Update apt database with aptitude
using the following command.
sudo aptitude update
After updating apt database, We can install r-cran-glmnet
using aptitude
by running the following command:
sudo aptitude -y install r-cran-glmnet
How To Uninstall r-cran-glmnet on Debian 9
To uninstall only the r-cran-glmnet
package we can use the following command:
sudo apt-get remove r-cran-glmnet
Uninstall r-cran-glmnet And Its Dependencies
To uninstall r-cran-glmnet
and its dependencies that are no longer needed by Debian 9, we can use the command below:
sudo apt-get -y autoremove r-cran-glmnet
Remove r-cran-glmnet Configurations and Data
To remove r-cran-glmnet
configuration and data from Debian 9 we can use the following command:
sudo apt-get -y purge r-cran-glmnet
Remove r-cran-glmnet configuration, data, and all of its dependencies
We can use the following command to remove r-cran-glmnet
configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge r-cran-glmnet
Dependencies
r-cran-glmnet have the following dependencies:
References
Summary
In this tutorial we learn how to install r-cran-glmnet
package on Debian 9 using different package management tools: apt
, apt-get
and aptitude
.