How To Install python3-tpot on Kali Linux

In this tutorial we learn how to install python3-tpot on Kali Linux. python3-tpot is Automated Machine Learning tool built on top of scikit-learn

Introduction

In this tutorial we learn how to install python3-tpot on Kali Linux.

What is python3-tpot

python3-tpot 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 Python 3.x version of TPOT.

There are three methods to install python3-tpot on Kali Linux. 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-tpot 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-tpot using apt-get by running the following command:

sudo apt-get -y install python3-tpot

Install python3-tpot Using apt

Update apt database with apt using the following command.

sudo apt update

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

sudo apt -y install python3-tpot

Install python3-tpot Using aptitude

If you want to follow this method, you might need to install aptitude on Kali Linux first since aptitude is usually not installed by default on Kali Linux. Update apt database with aptitude using the following command.

sudo aptitude update

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

sudo aptitude -y install python3-tpot

How To Uninstall python3-tpot on Kali Linux

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

sudo apt-get remove python3-tpot

Uninstall python3-tpot And Its Dependencies

To uninstall python3-tpot and its dependencies that are no longer needed by Kali Linux, we can use the command below:

sudo apt-get -y autoremove python3-tpot

Remove python3-tpot Configurations and Data

To remove python3-tpot configuration and data from Kali Linux we can use the following command:

sudo apt-get -y purge python3-tpot

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

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

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

Dependencies

python3-tpot have the following dependencies:

References

Summary

In this tutorial we learn how to install python3-tpot package on Kali Linux using different package management tools: apt, apt-get and aptitude.