How To Install python3-sklearn-pandas on Debian 11
Introduction
In this tutorial we learn how to install python3-sklearn-pandas
on Debian 11.
What is python3-sklearn-pandas
python3-sklearn-pandas is:
sklearn-pandas provides a bridge between scikit-learn’s machine learning methods and pandas data frames.
In particular, it provides:
- a way to map DataFrame columns to transformations, which are later recombined into features
- a way to cross-validate a pipeline that takes a pandas DataFrame as input.
This is the Python 3 version of the package.
There are three methods to install python3-sklearn-pandas
on Debian 11. 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-sklearn-pandas 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-sklearn-pandas
using apt-get
by running the following command:
sudo apt-get -y install python3-sklearn-pandas
Install python3-sklearn-pandas Using apt
Update apt database with apt
using the following command.
sudo apt update
After updating apt database, We can install python3-sklearn-pandas
using apt
by running the following command:
sudo apt -y install python3-sklearn-pandas
Install python3-sklearn-pandas 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-sklearn-pandas
using aptitude
by running the following command:
sudo aptitude -y install python3-sklearn-pandas
How To Uninstall python3-sklearn-pandas on Debian 11
To uninstall only the python3-sklearn-pandas
package we can use the following command:
sudo apt-get remove python3-sklearn-pandas
Uninstall python3-sklearn-pandas And Its Dependencies
To uninstall python3-sklearn-pandas
and its dependencies that are no longer needed by Debian 11, we can use the command below:
sudo apt-get -y autoremove python3-sklearn-pandas
Remove python3-sklearn-pandas Configurations and Data
To remove python3-sklearn-pandas
configuration and data from Debian 11 we can use the following command:
sudo apt-get -y purge python3-sklearn-pandas
Remove python3-sklearn-pandas configuration, data, and all of its dependencies
We can use the following command to remove python3-sklearn-pandas
configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge python3-sklearn-pandas
Dependencies
python3-sklearn-pandas have the following dependencies:
References
Summary
In this tutorial we learn how to install python3-sklearn-pandas
package on Debian 11 using different package management tools: apt
, apt-get
and aptitude
.