How To Install python-tpot-doc on Kali Linux
Introduction
In this tutorial we learn how to install python-tpot-doc on Kali Linux.
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 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 python-tpot-doc Using apt-get
Update apt database with apt-get using the following command.
sudo apt-get updateAfter updating apt database, We can install python-tpot-doc using apt-get by running the following command:
sudo apt-get -y install python-tpot-docInstall python-tpot-doc Using apt
Update apt database with apt using the following command.
sudo apt updateAfter updating apt database, We can install python-tpot-doc using apt by running the following command:
sudo apt -y install python-tpot-docInstall python-tpot-doc 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 updateAfter updating apt database, We can install python-tpot-doc using aptitude by running the following command:
sudo aptitude -y install python-tpot-docHow To Uninstall python-tpot-doc on Kali Linux
To uninstall only the python-tpot-doc package we can use the following command:
sudo apt-get remove python-tpot-docUninstall python-tpot-doc And Its Dependencies
To uninstall python-tpot-doc and its dependencies that are no longer needed by Kali Linux, we can use the command below:
sudo apt-get -y autoremove python-tpot-docRemove python-tpot-doc Configurations and Data
To remove python-tpot-doc configuration and data from Kali Linux we can use the following command:
sudo apt-get -y purge python-tpot-docRemove 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-docDependencies
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 Kali Linux using different package management tools: apt, apt-get and aptitude.
