This folder contains both of the data examples used in the paper

• Senate dataset : Records the voting alignment of all 100 senators for each amendment considered by the 107th U.S. Senate
• Zachary Karate network : Records the number of social interactions of thirty-four members in a karate club that experienced a split among its two leaders.

This folder contains the functions necessary for computation of the joint and conditional distributions as well as the search algorithm for finding the maximum a posteriori clustering given the observed interaction network.

• Probability distribution functions: p(G,B) and p(G,B,X)
• Search algorithm : \arg \max_B p(B | G)

This folder contains the data analysis for the two network examples

• Senate dataset : Estimation of the maximum a posterior clustering with AND without covariates
• Karate network : Estimation of the maximum a posterior clustering