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