Index

_

__init__() (graphem.datasets.DatasetLoader method) (graphem.datasets.NetworkRepositoryDataset method) (graphem.datasets.SemanticScholarDataset method) (graphem.datasets.SNAPDataset method) (graphem.embedder.GraphEmbedder method)

A

adjacency (graphem.embedder.GraphEmbedder attribute) AVAILABLE_DATASETS (graphem.datasets.NetworkRepositoryDataset attribute) (graphem.datasets.SemanticScholarDataset attribute) (graphem.datasets.SNAPDataset attribute)

B

batch_size (graphem.embedder.GraphEmbedder attribute)

benchmark_correlations() (in module graphem.benchmark)

C

compute_intersection_forces_with_knn_index() (graphem.embedder.GraphEmbedder static method)

compute_spring_forces() (graphem.embedder.GraphEmbedder static method) compute_vertex_degrees() (in module graphem.generators)

D

DatasetLoader (class in graphem.datasets) display_benchmark_results() (in module graphem.visualization) display_layout() (graphem.embedder.GraphEmbedder method) download() (graphem.datasets.DatasetLoader method) (graphem.datasets.NetworkRepositoryDataset method) (graphem.datasets.SemanticScholarDataset method) (graphem.datasets.SNAPDataset method)

download_file() (in module graphem.datasets)

E

extract_file() (in module graphem.datasets)

G

generate_ba() (in module graphem.generators) generate_balanced_tree() (in module graphem.generators) generate_bipartite_graph() (in module graphem.generators) generate_caveman() (in module graphem.generators) generate_complete_bipartite_graph() (in module graphem.generators) generate_delaunay_triangulation() (in module graphem.generators) generate_er() (in module graphem.generators) generate_geometric() (in module graphem.generators) generate_power_cluster() (in module graphem.generators) generate_random_regular() (in module graphem.generators) generate_relaxed_caveman() (in module graphem.generators) generate_road_network() (in module graphem.generators) generate_sbm() (in module graphem.generators) generate_scale_free() (in module graphem.generators) generate_ws() (in module graphem.generators)

get_data_directory() (in module graphem.datasets) get_positions() (graphem.embedder.GraphEmbedder method) graphem.benchmark module graphem.datasets module graphem.generators module graphem.influence module graphem.visualization module graphem_seed_selection() (in module graphem.influence) GraphEmbedder (class in graphem.embedder) greedy_seed_selection() (in module graphem.influence)

H

HPIndex (class in graphem.index)

I

info() (graphem.datasets.DatasetLoader method) is_downloaded() (graphem.datasets.DatasetLoader method) (graphem.datasets.NetworkRepositoryDataset method) (graphem.datasets.SemanticScholarDataset method) (graphem.datasets.SNAPDataset method)

K

k_attr (graphem.embedder.GraphEmbedder attribute)

k_inter (graphem.embedder.GraphEmbedder attribute) knn_tiled() (graphem.index.HPIndex static method)

L

L_min (graphem.embedder.GraphEmbedder attribute) list_available_datasets() (in module graphem.datasets) load() (graphem.datasets.DatasetLoader method) (graphem.datasets.NetworkRepositoryDataset method) (graphem.datasets.SemanticScholarDataset method) (graphem.datasets.SNAPDataset method)

load_as_networkx() (graphem.datasets.DatasetLoader method) load_dataset() (in module graphem.datasets) load_dataset_as_networkx() (in module graphem.datasets) locate_knn_midpoints() (graphem.embedder.GraphEmbedder method) logger_instance (graphem.embedder.GraphEmbedder attribute)

M

module graphem.benchmark graphem.datasets graphem.generators graphem.influence graphem.visualization

N

n (graphem.embedder.GraphEmbedder attribute) n_components (graphem.embedder.GraphEmbedder attribute)

n_neighbors (graphem.embedder.GraphEmbedder attribute) ndlib_estimated_influence() (in module graphem.influence) NetworkRepositoryDataset (class in graphem.datasets)

P

plot_radial_vs_centrality() (in module graphem.visualization)

positions (graphem.embedder.GraphEmbedder property)

R

report_corr() (in module graphem.visualization) report_full_correlation_matrix() (in module graphem.visualization)

run_benchmark() (in module graphem.benchmark) run_influence_benchmark() (in module graphem.benchmark) run_layout() (graphem.embedder.GraphEmbedder method)

S

sample_size (graphem.embedder.GraphEmbedder attribute)

SemanticScholarDataset (class in graphem.datasets) SNAPDataset (class in graphem.datasets)

U

update_positions() (graphem.embedder.GraphEmbedder method)