Generates Dense and Sparse Graphs using Graphon Extensions


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Documentation for package ‘graphonmix’ version 0.1.1

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autoplot.extract_sparse Plots the output of extract_sparse function.
autoplot.separate_dense_and_sparse Plots the output of separate_dense_and_sparse.
create_exp_matrix Creates an exponential graphon
empirical_graphon Computes empirical graphon from graph
extract_sparse Extracts the sparse part from a (U,W) graphon mixture
generate_star_union Generates a sparse graph of star graphs
graph_join Joins two graphs
line_graphon Creates a line graphon from a sequence of probabilities
plot_graphon Plots graphon
predict_hubs Predicts the degree of hubs of an new graph
ring_graphon Creates a ring graphon
sample_graphette Samples a graph from a graphette
sample_graphon Generates a graph given a graphon
sample_mixed_graph Generate a (U,W) mixture graph
sample_sparse_graphon Samples a graph from a sparsified graphon
sbm_graphon Creates a Stochastic Block Model graphon
scale_graphon Scales a graphon to an nxn matrix
separate_dense_and_sparse Separates the dense and sparse part from a (U,W) graphon mixture
star_f1 Adds stars to nodes
star_f2 Adds stars to nodes
star_f3 Adds stars to nodes
star_f4 Adds stars to nodes
star_f5 Adds stars to nodes