Algebraic Topological Analysis of networks

Algebraic Topological Analysis of various networks, including molecular interacting networks, protein protein interaction (PPI) networks. Calculation of homology group (HG) and Betti numbers, can be performed. In addition, traditional graph parameters of the network can be calculated, including degree, cluster coefficient, betweenness, assortativity (assortativity of degree, closeness, and betweenness). Furthermore, novel parameters of the network, such as degree of involved cycles of each node, based on the Algebraic Topological Analysis, can be performed.