How To Install python3-bayespy on Debian 12

Learn how to install python3-bayespy on Debian 12 with this tutorial. python3-bayespy is variational Bayesian inference tools for Python

Introduction

In this tutorial we learn how to install python3-bayespy on Debian 12.

What is python3-bayespy

python3-bayespy is:

BayesPy provides tools for Bayesian inference with Python. The user constructs a model as a Bayesian network, observes data and runs posterior inference. The goal is to provide a tool which is efficient, flexible and extendable enough for expert use but also accessible for more casual users.

This package provides the modules for Python 3

There are three methods to install python3-bayespy on Debian 12. We can use apt-get, apt and aptitude. In the following sections we will describe each method. You can choose one of them.

Install python3-bayespy Using apt-get

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

sudo apt-get update

After updating apt database, We can install python3-bayespy using apt-get by running the following command:

sudo apt-get -y install python3-bayespy

Install python3-bayespy Using apt

Update apt database with apt using the following command.

sudo apt update

After updating apt database, We can install python3-bayespy using apt by running the following command:

sudo apt -y install python3-bayespy

Install python3-bayespy 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 python3-bayespy using aptitude by running the following command:

sudo aptitude -y install python3-bayespy

How To Uninstall python3-bayespy on Debian 12

To uninstall only the python3-bayespy package we can use the following command:

sudo apt-get remove python3-bayespy

Uninstall python3-bayespy And Its Dependencies

To uninstall python3-bayespy and its dependencies that are no longer needed by Debian 12, we can use the command below:

sudo apt-get -y autoremove python3-bayespy

Remove python3-bayespy Configurations and Data

To remove python3-bayespy configuration and data from Debian 12 we can use the following command:

sudo apt-get -y purge python3-bayespy

Remove python3-bayespy configuration, data, and all of its dependencies

We can use the following command to remove python3-bayespy configurations, data and all of its dependencies, we can use the following command:

sudo apt-get -y autoremove --purge python3-bayespy

Dependencies

python3-bayespy have the following dependencies:

References

Summary

In this tutorial we learn how to install python3-bayespy package on Debian 12 using different package management tools: apt, apt-get and aptitude.