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Project description
PyFBU
Implementation of the Fully Bayesian Unfolding algorithm described in physics.data-an/1201.4612. The software is based on the Markov Chain Monte Carlo sampling toolkit PyMC.
Dependencies
PyFBU is tested on Python 2.6/2.7 and depends on NumPy, Matplotlib and PyMC.
Installation
The use of an isolated Python environment is recommended:
virtualenv ENVFBU cd ENVFBU source bin/activate
Install NumPy-1.7.0 (this may take a while).
pip install numpy==1.7.0
Pip installation
The latest stable version of PyFBU can be installed using pip.
pip install fbu
This will also automatically install other missing dependencies (this might take another while, up to several minutes…).
Git clone
Alternatively one can check out the development version of the code from the GitHub repository:
git clone https://github.com/gerbaudo/fbu.git
and follow the quickstart instructions.
Usage
A simple tutorial to help you get started.
Project details
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