How To Install python3-amgcl on Debian 12

Learn how to install python3-amgcl on Debian 12 with this tutorial. python3-amgcl is Solves large sparse linear systems with algebraic multigrid method

Introduction

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

What is python3-amgcl

python3-amgcl is:

AMG is one of the most effective iterative methods for solution of equation systems arising, for example, from discretizing PDEs on unstructured grids. The method can be used as a black-box solver for various computational problems, since it does not require any information about the underlying geometry. AMG is often used not as a standalone solver but as a preconditioner within an iterative solver (e.g. Conjugate Gradients, BiCGStab, or GMRES).

AMGCL builds the AMG hierarchy on a CPU and then transfers it to one of the provided backends. This allows for transparent acceleration of the solution phase with help of OpenCL, CUDA, or OpenMP technologies. Users may provide their own backends which enables tight integration between AMGCL and the user code.

This package provides the Python interface

There are three methods to install python3-amgcl 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-amgcl 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-amgcl using apt-get by running the following command:

sudo apt-get -y install python3-amgcl

Install python3-amgcl Using apt

Update apt database with apt using the following command.

sudo apt update

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

sudo apt -y install python3-amgcl

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

sudo aptitude -y install python3-amgcl

How To Uninstall python3-amgcl on Debian 12

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

sudo apt-get remove python3-amgcl

Uninstall python3-amgcl And Its Dependencies

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

sudo apt-get -y autoremove python3-amgcl

Remove python3-amgcl Configurations and Data

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

sudo apt-get -y purge python3-amgcl

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

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

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

Dependencies

python3-amgcl have the following dependencies:

References

Summary

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