How To Install bumps-private-libs on Kali Linux

In this tutorial we learn how to install bumps-private-libs on Kali Linux. bumps-private-libs is data fitting and Bayesian uncertainty modeling for inverse problems (libraries)

Introduction

In this tutorial we learn how to install bumps-private-libs on Kali Linux.

What is bumps-private-libs

bumps-private-libs is:

Bumps is a set of routines for curve fitting and uncertainty analysis from a Bayesian perspective. In addition to traditional optimizers which search for the best minimum they can find in the search space, bumps provides uncertainty analysis which explores all viable minima and finds confidence intervals on the parameters based on uncertainty in the measured values. Bumps has been used for systems of up to 100 parameters with tight constraints on the parameters. Full uncertainty analysis requires hundreds of thousands of function evaluations, which is only feasible for cheap functions, systems with many processors, or lots of patience.

Bumps includes several traditional local optimizers such as Nelder-Mead simplex, BFGS and differential evolution. Bumps uncertainty analysis uses Markov chain Monte Carlo to explore the parameter space. Although it was created for curve fitting problems, Bumps can explore any probability density function, such as those defined by PyMC. In particular, the bumps uncertainty analysis works well with correlated parameters.

Bumps can be used as a library within your own applications, or as a framework for fitting, complete with a graphical user interface to manage your models.

This package installs the compiled libraries used by the Python modules.

There are three methods to install bumps-private-libs 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 bumps-private-libs Using apt-get

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

sudo apt-get update

After updating apt database, We can install bumps-private-libs using apt-get by running the following command:

sudo apt-get -y install bumps-private-libs

Install bumps-private-libs Using apt

Update apt database with apt using the following command.

sudo apt update

After updating apt database, We can install bumps-private-libs using apt by running the following command:

sudo apt -y install bumps-private-libs

Install bumps-private-libs 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 bumps-private-libs using aptitude by running the following command:

sudo aptitude -y install bumps-private-libs

How To Uninstall bumps-private-libs on Kali Linux

To uninstall only the bumps-private-libs package we can use the following command:

sudo apt-get remove bumps-private-libs

Uninstall bumps-private-libs And Its Dependencies

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

sudo apt-get -y autoremove bumps-private-libs

Remove bumps-private-libs Configurations and Data

To remove bumps-private-libs configuration and data from Kali Linux we can use the following command:

sudo apt-get -y purge bumps-private-libs

Remove bumps-private-libs configuration, data, and all of its dependencies

We can use the following command to remove bumps-private-libs configurations, data and all of its dependencies, we can use the following command:

sudo apt-get -y autoremove --purge bumps-private-libs

Dependencies

bumps-private-libs have the following dependencies:

References

Summary

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