Generates Mixture Graphs from Dense and Sparse Graphons
Plots the output of extract_sparse function.
Creates an nxn exponential matrix
Computes empirical graphon from graph
Extracts the sparse part from a (U,W) graphon mixture
Generates a sparse graph of star graphs
Joins two graphs
graphonmix: Generates Mixture Graphs from Dense and Sparse Graphons
Creates a line graphon from a sequence of probabilities
Plots graphon
Predicts the degree of hubs of an new graph
Objects exported from other packages
Generates a graph given a graphon
Generate a (U,W) mixture graph
Scales a graphon to an nxn matrix
Generates (U,W) mixture graphs where U is a line graph graphon and W is a dense graphon. Graphons are graph limits and graphon U can be written as sequence of positive numbers adding to 1. Graphs are sampled from U and W and joined randomly to obtain the mixture graph. Given a mixture graph, U can be inferred. Kandanaarachchi and Ong (2025) <doi:10.48550/arXiv.2505.13864>.