How To Install python-tpot-doc on Debian 11
Introduction
In this tutorial we learn how to install python-tpot-doc
on Debian 11.
What is python-tpot-doc
python-tpot-doc is:
Consider TPOT your Data Science Assistant. TPOT is a Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
TPOT will automate the most tedious part of machine learning by intelligently exploring thousands of possible pipelines to find the best one for your data.
Once TPOT is finished searching (or you get tired of waiting), it provides you with the Python code for the best pipeline it found so you can tinker with the pipeline from there.
TPOT is built on top of scikit-learn, so all of the code it generates should look familiar… if you’re familiar with scikit-learn, anyway.
This package contains the documentation, example scripts, and tutorials for TPOT.
There are three methods to install python-tpot-doc
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 python-tpot-doc 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-tpot-doc
using apt-get
by running the following command:
sudo apt-get -y install python-tpot-doc
Install python-tpot-doc Using apt
Update apt database with apt
using the following command.
sudo apt update
After updating apt database, We can install python-tpot-doc
using apt
by running the following command:
sudo apt -y install python-tpot-doc
Install python-tpot-doc 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-tpot-doc
using aptitude
by running the following command:
sudo aptitude -y install python-tpot-doc
How To Uninstall python-tpot-doc on Debian 11
To uninstall only the python-tpot-doc
package we can use the following command:
sudo apt-get remove python-tpot-doc
Uninstall python-tpot-doc And Its Dependencies
To uninstall python-tpot-doc
and its dependencies that are no longer needed by Debian 11, we can use the command below:
sudo apt-get -y autoremove python-tpot-doc
Remove python-tpot-doc Configurations and Data
To remove python-tpot-doc
configuration and data from Debian 11 we can use the following command:
sudo apt-get -y purge python-tpot-doc
Remove python-tpot-doc configuration, data, and all of its dependencies
We can use the following command to remove python-tpot-doc
configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge python-tpot-doc
Dependencies
python-tpot-doc have the following dependencies:
- fonts-font-awesome
- fonts-lato
- libjs-highlight.js
- libjs-jquery
- libjs-lunr
- libjs-modernizr
- mkdocs
- sphinx-rtd-theme-common
References
Summary
In this tutorial we learn how to install python-tpot-doc
package on Debian 11 using different package management tools: apt
, apt-get
and aptitude
.