How To Install shogun-cmdline-static on Debian 10
Introduction
In this tutorial we learn how to install shogun-cmdline-static on Debian 10.
What is shogun-cmdline-static
shogun-cmdline-static is:
SHOGUN - is a new machine learning toolbox with focus on large scale kernel methods and especially on Support Vector Machines (SVM) with focus to bioinformatics. It provides a generic SVM object interfacing to several different SVM implementations. Each of the SVMs can be combined with a variety of the many kernels implemented. It can deal with weighted linear combination of a number of sub-kernels, each of which not necessarily working on the same domain, where an optimal sub-kernel weighting can be learned using Multiple Kernel Learning. Apart from SVM 2-class classification and regression problems, a number of linear methods like Linear Discriminant Analysis (LDA), Linear Programming Machine (LPM), (Kernel) Perceptrons and also algorithms to train hidden markov models are implemented. The input feature-objects can be dense, sparse or strings and of type int/short/double/char and can be converted into different feature types. Chains of preprocessors (e.g. substracting the mean) can be attached to each feature object allowing for on-the-fly pre-processing.
SHOGUN comes in different flavours, a stand-a-lone version and also with interfaces to Matlab(tm), R, Octave, Readline and Python. This is the Readline package.
There are three methods to install shogun-cmdline-static 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 shogun-cmdline-static Using apt-get
Update apt database with apt-get using the following command.
sudo apt-get update
After updating apt database, We can install shogun-cmdline-static using apt-get by running the following command:
sudo apt-get -y install shogun-cmdline-static
Install shogun-cmdline-static Using apt
Update apt database with apt using the following command.
sudo apt update
After updating apt database, We can install shogun-cmdline-static using apt by running the following command:
sudo apt -y install shogun-cmdline-static
Install shogun-cmdline-static 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 shogun-cmdline-static using aptitude by running the following command:
sudo aptitude -y install shogun-cmdline-static
How To Uninstall shogun-cmdline-static on Debian 10
To uninstall only the shogun-cmdline-static package we can use the following command:
sudo apt-get remove shogun-cmdline-static
Uninstall shogun-cmdline-static And Its Dependencies
To uninstall shogun-cmdline-static and its dependencies that are no longer needed by Debian 10, we can use the command below:
sudo apt-get -y autoremove shogun-cmdline-static
Remove shogun-cmdline-static Configurations and Data
To remove shogun-cmdline-static configuration and data from Debian 10 we can use the following command:
sudo apt-get -y purge shogun-cmdline-static
Remove shogun-cmdline-static configuration, data, and all of its dependencies
We can use the following command to remove shogun-cmdline-static configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge shogun-cmdline-static
Dependencies
shogun-cmdline-static have the following dependencies:
References
Summary
In this tutorial we learn how to install shogun-cmdline-static package on Debian 10 using different package management tools: apt, apt-get and aptitude.