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diff --git a/FEAST/MIToolbox/MutualInformation.h b/FEAST/MIToolbox/MutualInformation.h
deleted file mode 100644
index 1045912..0000000
--- a/FEAST/MIToolbox/MutualInformation.h
+++ /dev/null
@@ -1,64 +0,0 @@
-/*******************************************************************************
-** MutualInformation.h
-** Part of the mutual information toolbox
-**
-** Contains functions to calculate the mutual information of 
-** two variables X and Y, I(X;Y), to calculate the joint mutual information
-** of two variables X & Z on the variable Y, I(XZ;Y), and the conditional
-** mutual information I(x;Y|Z)
-** 
-** Author: Adam Pocock
-** Created 19/2/2010
-**
-**  Copyright 2010 Adam Pocock, The University Of Manchester
-**  www.cs.manchester.ac.uk
-**
-**  This file is part of MIToolbox.
-**
-**  MIToolbox is free software: you can redistribute it and/or modify
-**  it under the terms of the GNU Lesser General Public License as published by
-**  the Free Software Foundation, either version 3 of the License, or
-**  (at your option) any later version.
-**
-**  MIToolbox is distributed in the hope that it will be useful,
-**  but WITHOUT ANY WARRANTY; without even the implied warranty of
-**  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-**  GNU Lesser General Public License for more details.
-**
-**  You should have received a copy of the GNU Lesser General Public License
-**  along with MIToolbox.  If not, see <http://www.gnu.org/licenses/>.
-**
-*******************************************************************************/
-
-#ifndef __MutualInformation_H
-#define __MutualInformation_H
-
-#ifdef __cplusplus
-extern "C" {
-#endif 
-
-/*******************************************************************************
-** calculateMutualInformation returns the log base 2 mutual information between
-** dataVector and targetVector, I(X;Y)
-**
-** length(dataVector) == length(targetVector) == vectorLength otherwise there
-** will be a segmentation fault
-*******************************************************************************/
-double calculateMutualInformation(double *dataVector, double *targetVector, int vectorLength);
-
-/*******************************************************************************
-** calculateConditionalMutualInformation returns the log base 2 
-** mutual information between dataVector and targetVector, conditioned on 
-** conditionVector, I(X;Y|Z)
-**
-** length(dataVector) == length(targetVector) == length(condtionVector) == vectorLength 
-** otherwise it will error with a segmentation fault
-*******************************************************************************/
-double calculateConditionalMutualInformation(double *dataVector, double *targetVector, double *conditionVector, int vectorLength);
-
-#ifdef __cplusplus
-}
-#endif
-
-#endif
-