pyFBU / fbu

Fully Bayesian Unfolding
GNU General Public License v2.0
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.. image:: https://img.shields.io/pypi/v/fbu.svg :target: https://pypi.python.org/pypi/fbu

N.B. This project is no longer actively maintained and it depends on libraries (e.g. Theano) which are, in turn, no longer maintained.

===== PyFBU

Implementation of the Fully Bayesian Unfolding algorithm described in physics.data-an/1201.4612 <http://arxiv.org/abs/1201.4612>. The software is based on the Bayesian statistical modeling package PyMC3 <http://docs.pymc.io/index.html>.

Legacy installation

This is the latest configuration known to work.

Using Python 3.8.16

::

pip install "numpy<1.20" pymc3==3.5 fbu

Usage

A simple tutorial <tutorial.ipynb>_ to help you get started.