This package provides a series of functions to optimize the modularity of bipartite networks, test its significance, and plot the results. The approach to using this package is as follows:
- Prepare the data as an adjacency matrix (type
Array{Int64,2}
) containing 0 and 1 - Assign an initial community partition using one of the different methods
- Refine this structure using the recursive Brim approach
- (Optional) Measure the roles of all nodes
- (Optional) Test the significance of the modular structure using swaps
- (Optional) Visualize the results
Functions that create an initial partition (partition_*
) work on an adjancency
matrix. All (almost all) other function work on a Modular
object, which is
returned by the starting partition functions. The Modular
types stores both
the adjacency matrix, and the module matrix.