Report detailing work done in the Greene Lab at the University of Pennsylvania for the Summer of 2017. Sparse matrix implementation of degree-weighted path count (DWPC) over a heterogeneous network of biomedical information. Summer research conducted as part of the Penn Vagelos Scholars Program in Molecular Life Science (MLS).