How To Install dataset-fashion-mnist on Ubuntu 22.04

In this tutorial we learn how to install dataset-fashion-mnist on Ubuntu 22.04. dataset-fashion-mnist is MNIST-like fashion product database

Introduction

In this tutorial we learn how to install dataset-fashion-mnist on Ubuntu 22.04.

What is dataset-fashion-mnist

dataset-fashion-mnist is:

Fashion-MNIST is a dataset of Zalando’s article images – consisting of a training set of 60,000 examples and a test set of 10,000 examples. Each example is a 28x28 grayscale image, associated with a label from 10 classes. The author intends Fashion-MNIST to serve as a direct drop-in replacement for the original MNIST dataset for benchmarking machine learning algorithms. It shares the same image size and structure of training and testing splits.

There are three methods to install dataset-fashion-mnist on Ubuntu 22.04. We can use apt-get, apt and aptitude. In the following sections we will describe each method. You can choose one of them.

Install dataset-fashion-mnist Using apt-get

Update apt database with apt-get using the following command.

sudo apt-get update

After updating apt database, We can install dataset-fashion-mnist using apt-get by running the following command:

sudo apt-get -y install dataset-fashion-mnist

Install dataset-fashion-mnist Using apt

Update apt database with apt using the following command.

sudo apt update

After updating apt database, We can install dataset-fashion-mnist using apt by running the following command:

sudo apt -y install dataset-fashion-mnist

Install dataset-fashion-mnist 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 dataset-fashion-mnist using aptitude by running the following command:

sudo aptitude -y install dataset-fashion-mnist

How To Uninstall dataset-fashion-mnist on Ubuntu 22.04

To uninstall only the dataset-fashion-mnist package we can use the following command:

sudo apt-get remove dataset-fashion-mnist

Uninstall dataset-fashion-mnist And Its Dependencies

To uninstall dataset-fashion-mnist and its dependencies that are no longer needed by Ubuntu 22.04, we can use the command below:

sudo apt-get -y autoremove dataset-fashion-mnist

Remove dataset-fashion-mnist Configurations and Data

To remove dataset-fashion-mnist configuration and data from Ubuntu 22.04 we can use the following command:

sudo apt-get -y purge dataset-fashion-mnist

Remove dataset-fashion-mnist configuration, data, and all of its dependencies

We can use the following command to remove dataset-fashion-mnist configurations, data and all of its dependencies, we can use the following command:

sudo apt-get -y autoremove --purge dataset-fashion-mnist

References

Summary

In this tutorial we learn how to install dataset-fashion-mnist package on Ubuntu 22.04 using different package management tools: apt, apt-get and aptitude.