How To Install mldemos on Debian 10

Learn how to install mldemos on Debian 10 with this tutorial. mldemos is Machine Learning Demos (MLDemos) with Visualization

Introduction

In this tutorial we learn how to install mldemos on Debian 10.

What is mldemos

mldemos is:

A User-Friendly visualization toolkit for machine learning: MLDemos. Extensible architecture, contains modules for classification (gaussian mixture models, kernel methods such as support vector machines, nearest neighbor, kernel PCA, boosting, multilayer perceptrons, linear classifiers), clustering (gaussian mixtures, kernel methods, k-means), regression, etc.

There are three methods to install mldemos on Debian 10. We can use apt-get, apt and aptitude. In the following sections we will describe each method. You can choose one of them.

Install mldemos Using apt-get

Update apt database with apt-get using the following command.

sudo apt-get update

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

sudo apt-get -y install mldemos

Install mldemos Using apt

Update apt database with apt using the following command.

sudo apt update

After updating apt database, We can install mldemos using apt by running the following command:

sudo apt -y install mldemos

Install mldemos 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 mldemos using aptitude by running the following command:

sudo aptitude -y install mldemos

How To Uninstall mldemos on Debian 10

To uninstall only the mldemos package we can use the following command:

sudo apt-get remove mldemos

Uninstall mldemos And Its Dependencies

To uninstall mldemos and its dependencies that are no longer needed by Debian 10, we can use the command below:

sudo apt-get -y autoremove mldemos

Remove mldemos Configurations and Data

To remove mldemos configuration and data from Debian 10 we can use the following command:

sudo apt-get -y purge mldemos

Remove mldemos configuration, data, and all of its dependencies

We can use the following command to remove mldemos configurations, data and all of its dependencies, we can use the following command:

sudo apt-get -y autoremove --purge mldemos

Dependencies

mldemos have the following dependencies:

References

Summary

In this tutorial we learn how to install mldemos package on Debian 10 using different package management tools: apt, apt-get and aptitude.