How To Install python3-keras-preprocessing on Kali Linux
Introduction
In this tutorial we learn how to install python3-keras-preprocessing on Kali Linux.
What is python3-keras-preprocessing
python3-keras-preprocessing is:
Keras is a Python library for machine learning based on deep (multi- layered) artificial neural networks (DNN), which follows a minimalistic and modular design with a focus on fast experimentation.
Features of DNNs like neural layers, cost functions, optimizers, initialization schemes, activation functions and regularization schemes are available in Keras a standalone modules which can be plugged together as wanted to create sequence models or more complex architectures. Keras supports convolutions neural networks (CNN, used for image recognition resp. classification) and recurrent neural networks (RNN, suitable for sequence analysis like in natural language processing).
It runs as an abstraction layer on the top of Theano (math expression compiler) by default, which makes it possible to accelerate the computations by using (GP)GPU devices. Alternatively, Keras could run on Google’s TensorFlow (not yet available in Debian).
Keras Preprocessing is the data preprocessing and data augmentation module of the Keras deep learning library. It provides utilities for working with image data, text data, and sequence data.
There are three methods to install python3-keras-preprocessing 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-keras-preprocessing Using apt-get
Update apt database with apt-get using the following command.
sudo apt-get updateAfter updating apt database, We can install python3-keras-preprocessing using apt-get by running the following command:
sudo apt-get -y install python3-keras-preprocessingInstall python3-keras-preprocessing Using apt
Update apt database with apt using the following command.
sudo apt updateAfter updating apt database, We can install python3-keras-preprocessing using apt by running the following command:
sudo apt -y install python3-keras-preprocessingInstall python3-keras-preprocessing 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 python3-keras-preprocessing using aptitude by running the following command:
sudo aptitude -y install python3-keras-preprocessingHow To Uninstall python3-keras-preprocessing on Kali Linux
To uninstall only the python3-keras-preprocessing package we can use the following command:
sudo apt-get remove python3-keras-preprocessingUninstall python3-keras-preprocessing And Its Dependencies
To uninstall python3-keras-preprocessing and its dependencies that are no longer needed by Kali Linux, we can use the command below:
sudo apt-get -y autoremove python3-keras-preprocessingRemove python3-keras-preprocessing Configurations and Data
To remove python3-keras-preprocessing configuration and data from Kali Linux we can use the following command:
sudo apt-get -y purge python3-keras-preprocessingRemove python3-keras-preprocessing configuration, data, and all of its dependencies
We can use the following command to remove python3-keras-preprocessing configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge python3-keras-preprocessingDependencies
python3-keras-preprocessing have the following dependencies:
References
Summary
In this tutorial we learn how to install python3-keras-preprocessing package on Kali Linux using different package management tools: apt, apt-get and aptitude.
