How To Install python-sklearn on Debian 9
Introduction
In this tutorial we learn how to install python-sklearn on Debian 9.
What is python-sklearn
python-sklearn is:
scikit-learn is a collection of Python modules relevant to machine/statistical learning and data mining. Non-exhaustive list of included functionality:
- Gaussian Mixture Models
- Manifold learning
- kNN
- SVM (via LIBSVM)
There are three methods to install python-sklearn 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 python-sklearn Using apt-get
Update apt database with apt-get using the following command.
sudo apt-get update
After updating apt database, We can install python-sklearn using apt-get by running the following command:
sudo apt-get -y install python-sklearn
Install python-sklearn Using apt
Update apt database with apt using the following command.
sudo apt update
After updating apt database, We can install python-sklearn using apt by running the following command:
sudo apt -y install python-sklearn
Install python-sklearn 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 python-sklearn using aptitude by running the following command:
sudo aptitude -y install python-sklearn
How To Uninstall python-sklearn on Debian 9
To uninstall only the python-sklearn package we can use the following command:
sudo apt-get remove python-sklearn
Uninstall python-sklearn And Its Dependencies
To uninstall python-sklearn and its dependencies that are no longer needed by Debian 9, we can use the command below:
sudo apt-get -y autoremove python-sklearn
Remove python-sklearn Configurations and Data
To remove python-sklearn configuration and data from Debian 9 we can use the following command:
sudo apt-get -y purge python-sklearn
Remove python-sklearn configuration, data, and all of its dependencies
We can use the following command to remove python-sklearn configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge python-sklearn
Dependencies
python-sklearn have the following dependencies:
References
Summary
In this tutorial we learn how to install python-sklearn package on Debian 9 using different package management tools: apt, apt-get and aptitude.