How To Install vowpal-wabbit-doc on Ubuntu 20.04

In this tutorial we learn how to install vowpal-wabbit-doc on Ubuntu 20.04. vowpal-wabbit-doc is fast and scalable online machine learning algorithm - documentation

Introduction

In this tutorial we learn how to install vowpal-wabbit-doc on Ubuntu 20.04.

What is vowpal-wabbit-doc

vowpal-wabbit-doc is:

Vowpal Wabbit is a fast online machine learning algorithm. The core algorithm is specialist gradient descent (GD) on a loss function (several are available). VW features:

  • flexible input data specification
  • speedy learning
  • scalability (bounded memory footprint, suitable for distributed computation)
  • feature pairing

This package contains examples (tests) for vowpal-wabbit.

There are three methods to install vowpal-wabbit-doc on Ubuntu 20.04. We can use apt-get, apt and aptitude. In the following sections we will describe each method. You can choose one of them.

Install vowpal-wabbit-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 vowpal-wabbit-doc using apt-get by running the following command:

sudo apt-get -y install vowpal-wabbit-doc

Install vowpal-wabbit-doc Using apt

Update apt database with apt using the following command.

sudo apt update

After updating apt database, We can install vowpal-wabbit-doc using apt by running the following command:

sudo apt -y install vowpal-wabbit-doc

Install vowpal-wabbit-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 Ubuntu. Update apt database with aptitude using the following command.

sudo aptitude update

After updating apt database, We can install vowpal-wabbit-doc using aptitude by running the following command:

sudo aptitude -y install vowpal-wabbit-doc

How To Uninstall vowpal-wabbit-doc on Ubuntu 20.04

To uninstall only the vowpal-wabbit-doc package we can use the following command:

sudo apt-get remove vowpal-wabbit-doc

Uninstall vowpal-wabbit-doc And Its Dependencies

To uninstall vowpal-wabbit-doc and its dependencies that are no longer needed by Ubuntu 20.04, we can use the command below:

sudo apt-get -y autoremove vowpal-wabbit-doc

Remove vowpal-wabbit-doc Configurations and Data

To remove vowpal-wabbit-doc configuration and data from Ubuntu 20.04 we can use the following command:

sudo apt-get -y purge vowpal-wabbit-doc

Remove vowpal-wabbit-doc configuration, data, and all of its dependencies

We can use the following command to remove vowpal-wabbit-doc configurations, data and all of its dependencies, we can use the following command:

sudo apt-get -y autoremove --purge vowpal-wabbit-doc

References

Summary

In this tutorial we learn how to install vowpal-wabbit-doc package on Ubuntu 20.04 using different package management tools: apt, apt-get and aptitude.