diff --git a/README.rst b/README.rst
index 213a98cf7333c41c6c9a8aa074c839a1c345ffe7..73c2be399edf6330be6aa43896892c653f249247 100644
--- a/README.rst
+++ b/README.rst
@@ -42,8 +42,11 @@ In this base class implementation, only a few algorithms (such as PCA, LDA, PLDA
 * `bob.bio.csu <http://pypi.python.org/pypi/bob.bio.csu>`__ for wrapper classes of the `CSU Face Recognition Resources <http://www.cs.colostate.edu/facerec>`__
 
 
+Moreover, a script for score fusion ``./bin/fusion_llr.py`` is provided to do score-level fusion using Logistic regression to combine outputs from different systems.    
+
 Additionally, a generic script ``./bin/evaluate.py`` is provided that can generate several types of plots (such as ROC, DET and CMC curves) and compute several measures (such as HTER, Cllr) to evaluate your experiments.
 
+
 Installation
 ------------
 To install this package -- alone or together with other `Packages of Bob <https://github.com/idiap/bob/wiki/Packages>`_ -- please read the `Installation Instructions <https://github.com/idiap/bob/wiki/Installation>`_.