To compile ProbLog call
   make
To clean the directory call
   make clean

The make file will recursively call the make file of SimpleCudd and Cudd.
And it will finally copy the binary executable ProblogBDD to the main directory.

For general information on ProbLog, please see
    
    http://dtai.cs.kuleuven.be/problog

