Sample Generalized Random Dot Product Graphs in Linear Time

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Documentation for package ‘fastRG’ version 0.3.1

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chung_lu Create an undirected Chung-Lu object
dcsbm Create an undirected degree corrected stochastic blockmodel object
directed_dcsbm Create a directed degree corrected stochastic blockmodel object
directed_erdos_renyi Create an directed erdos renyi object
directed_factor_model Create a directed factor model graph
eigs_sym.undirected_factor_model Compute the eigendecomposition of the expected adjacency matrix of an undirected factor model
erdos_renyi Create an undirected erdos renyi object
expected_degree Calculate the expected edges in Poisson RDPG graph
expected_degrees Calculate the expected edges in Poisson RDPG graph
expected_density Calculate the expected edges in Poisson RDPG graph
expected_edges Calculate the expected edges in Poisson RDPG graph
expected_in_degree Calculate the expected edges in Poisson RDPG graph
expected_out_degree Calculate the expected edges in Poisson RDPG graph
mmsbm Create an undirected degree-corrected mixed membership stochastic blockmodel object
overlapping_sbm Create an undirected overlapping degree corrected stochastic blockmodel object
planted_partition Create an undirected planted partition object
sample_edgelist Sample a random edgelist from a random dot product graph
sample_edgelist.directed_factor_model Sample a random edgelist from a random dot product graph
sample_edgelist.Matrix Low level interface to sample RPDG edgelists
sample_edgelist.matrix Low level interface to sample RPDG edgelists
sample_edgelist.undirected_factor_model Sample a random edgelist from a random dot product graph
sample_igraph Sample a random dot product graph as an igraph graph
sample_igraph.directed_factor_model Sample a random dot product graph as an igraph graph
sample_igraph.undirected_factor_model Sample a random dot product graph as an igraph graph
sample_sparse Sample a random dot product graph as a sparse Matrix
sample_sparse.directed_factor_model Sample a random dot product graph as a sparse Matrix
sample_sparse.undirected_factor_model Sample a random dot product graph as a sparse Matrix
sample_tidygraph Sample a random dot product graph as a tidygraph graph
sample_tidygraph.directed_factor_model Sample a random dot product graph as a tidygraph graph
sample_tidygraph.undirected_factor_model Sample a random dot product graph as a tidygraph graph
sbm Create an undirected stochastic blockmodel object
svds.directed_factor_model Compute the singular value decomposition of the expected adjacency matrix of a directed factor model
svds.undirected_factor_model Compute the singular value decomposition of the expected adjacency matrix of an undirected factor model
undirected_factor_model Create an undirected factor model graph