How To Install python3-mlpy on Kali Linux

In this tutorial we learn how to install python3-mlpy on Kali Linux. python3-mlpy is high-performance Python package for predictive modeling

Introduction

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

What is python3-mlpy

python3-mlpy is:

mlpy provides high level procedures that support, with few lines of code, the design of rich Data Analysis Protocols (DAPs) for preprocessing, clustering, predictive classification and feature selection. Methods are available for feature weighting and ranking, data resampling, error evaluation and experiment landscaping.

mlpy includes: SVM (Support Vector Machine), KNN (K Nearest Neighbor), FDA, SRDA, PDA, DLDA (Fisher, Spectral Regression, Penalized, Diagonal Linear Discriminant Analysis) for classification and feature weighting, I-RELIEF, DWT and FSSun for feature weighting, RFE (Recursive Feature Elimination) and RFS (Recursive Forward Selection) for feature ranking, DWT, UWT, CWT (Discrete, Undecimated, Continuous Wavelet Transform), KNN imputing, DTW (Dynamic Time Warping), Hierarchical Clustering, k-medoids, Resampling Methods, Metric Functions, Canberra indicators.

There are three methods to install python3-mlpy 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-mlpy 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-mlpy using apt-get by running the following command:

sudo apt-get -y install python3-mlpy

Install python3-mlpy Using apt

Update apt database with apt using the following command.

sudo apt update

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

sudo apt -y install python3-mlpy

Install python3-mlpy 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-mlpy using aptitude by running the following command:

sudo aptitude -y install python3-mlpy

How To Uninstall python3-mlpy on Kali Linux

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

sudo apt-get remove python3-mlpy

Uninstall python3-mlpy And Its Dependencies

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

sudo apt-get -y autoremove python3-mlpy

Remove python3-mlpy Configurations and Data

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

sudo apt-get -y purge python3-mlpy

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

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

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

Dependencies

python3-mlpy have the following dependencies:

References

Summary

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