How To Install libshogun-dbg on Debian 10
Introduction
In this tutorial we learn how to install libshogun-dbg
on Debian 10.
What is libshogun-dbg
libshogun-dbg 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 package contains debug symbols for all interfaces.
There are three methods to install libshogun-dbg
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 libshogun-dbg Using apt-get
Update apt database with apt-get
using the following command.
sudo apt-get update
After updating apt database, We can install libshogun-dbg
using apt-get
by running the following command:
sudo apt-get -y install libshogun-dbg
Install libshogun-dbg Using apt
Update apt database with apt
using the following command.
sudo apt update
After updating apt database, We can install libshogun-dbg
using apt
by running the following command:
sudo apt -y install libshogun-dbg
Install libshogun-dbg 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 libshogun-dbg
using aptitude
by running the following command:
sudo aptitude -y install libshogun-dbg
How To Uninstall libshogun-dbg on Debian 10
To uninstall only the libshogun-dbg
package we can use the following command:
sudo apt-get remove libshogun-dbg
Uninstall libshogun-dbg And Its Dependencies
To uninstall libshogun-dbg
and its dependencies that are no longer needed by Debian 10, we can use the command below:
sudo apt-get -y autoremove libshogun-dbg
Remove libshogun-dbg Configurations and Data
To remove libshogun-dbg
configuration and data from Debian 10 we can use the following command:
sudo apt-get -y purge libshogun-dbg
Remove libshogun-dbg configuration, data, and all of its dependencies
We can use the following command to remove libshogun-dbg
configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge libshogun-dbg
Dependencies
libshogun-dbg have the following dependencies:
References
Summary
In this tutorial we learn how to install libshogun-dbg
package on Debian 10 using different package management tools: apt
, apt-get
and aptitude
.