How To Install bumps-private-libs on Kali Linux
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
.