How To Install mlpack_linear_regression on Debian 11

In this guide, we’ll discuss How To Install mlpack_linear_regression on Debian 11. Also, we will demonstrate how to uninstall and update mlpack_linear_regression.

One-liner install command

For those in a hurry, here's a one-line installation command:

sudo apt-get update && sudo apt -y install mlpack-bin

But if you are interested in the detailed steps with descriptions, the following information is for you.

What is mlpack_linear_regression and what are the ways to install it?

Before beginning this tutorial, you will need access to a server or computer running Debian 11. This guide was written specifically with a server running Debian 11 in mind, although it should also work on older, supported versions of the operating system.

Also, make sure you are running a regular, non-root user with sudo privileges configured on your server. When you have an account available, log in as your non-root user to begin.

There are several ways to install mlpack_linear_regression on Debian 11. You can use (links are clickable):

In the following sections, we will describe each method in detail. You can choose one of them or refer to the recommended one.

Install mlpack_linear_regression using apt-get

First, update apt database with apt-get using the following command.

sudo apt-get update

After updating apt-get database, You can install mlpack_linear_regression using apt by running the following command:

sudo apt -y install mlpack-bin

Install mlpack_linear_regression using apt

Because mlpack_linear_regression is available in Debian 11’s default repositories, it is possible to install it from these repositories using the apt packaging system.

To begin, update apt database with apt using the following command.

sudo apt update

After updating apt database, You can install mlpack_linear_regression using apt by running the following command:

sudo apt -y install mlpack-bin

Install mlpack_linear_regression 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 11. Update apt database with aptitude using the following command.

sudo aptitude update

After updating aptitude database, You can install mlpack_linear_regression by running the following command:

sudo aptitude -y install mlpack-bin

How to upgrade (update) a single package mlpack_linear_regression using apt-get?

First, you will need to update packages index. Run update command as usual:

sudo apt-get update

Next, to upgrade only the mlpack_linear_regression, e.g. single package, you should use the following format with the apt-get command/apt command:

sudo apt-get --only-upgrade install mlpack-bin

Note that this command will not install any new packages! If you wish to install the package if it doesn't exist you may leave out --only-upgrade part.

How To Uninstall mlpack_linear_regression from Debian 11

To uninstall only the mlpack_linear_regression package you can execute the following command:

sudo apt-get remove mlpack-bin

Uninstall mlpack_linear_regression and all its dependencies

To uninstall mlpack_linear_regression and its dependencies that are no longer needed by Debian 11, you can use the command below:

sudo apt-get -y autoremove mlpack-bin

Remove mlpack_linear_regression with all configurations and data

To remove mlpack_linear_regression configuration and data from your system you can run the following purge command:

sudo apt-get -y purge mlpack-bin

Remove mlpack_linear_regression completely (configurations, data and all of its dependencies)

And lastly, you can run the next command to remove absolutely everything related to mlpack_linear_regression package, e.g.: configurations, data and all of its dependencies. Just use this command:

sudo apt-get -y autoremove --purge mlpack-bin

Extra info and code examples

This package contains example binaries using the mlpack Library. Machine Learning Pack (mlpack) is an intuitive, fast, scalable C++ machine learning library, meant to be a machine learning analog to LAPACK. It aims to implement a wide array of machine learning methods and function as a "swiss army knife" for machine learning researchers.

Conclusion

You now have a full guide on how to install mlpack_linear_regression using apt, apt-get and aptitude tools. Also, we showed how to update as a single package and different ways to uninstall the mlpack_linear_regression from Debian 11.

See also:

How To Install mlpack_linear_regression on Kali Linux

How To Install mlpack_linear_regression on Debian 11

How To Install mlpack_linear_regression on CentOS 8

How To Install mlpack_linear_regression on Fedora 34

How To Install mlpack_linear_regression on Ubuntu 22.04

How To Install mlpack_linear_regression on Ubuntu 21.04

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