Index

_

__init__() (graphem.datasets.DatasetLoader method), [1], [2] (graphem.datasets.NetworkRepositoryDataset method), [1], [2] (graphem.datasets.SemanticScholarDataset method), [1], [2] (graphem.datasets.SNAPDataset method), [1], [2] (graphem.embedder.GraphEmbedder method), [1], [2] (graphem.index.HPIndex method), [1], [2]

A

AVAILABLE_DATASETS (graphem.datasets.NetworkRepositoryDataset attribute), [1], [2] (graphem.datasets.SemanticScholarDataset attribute), [1], [2] (graphem.datasets.SNAPDataset attribute), [1], [2]

B

batch_size (graphem.embedder.GraphEmbedder attribute), [1], [2]

benchmark_correlations() (in module graphem.benchmark), [1], [2]

C

compute_intersection_forces_with_knn_index() (graphem.embedder.GraphEmbedder static method), [1], [2]

compute_spring_forces() (graphem.embedder.GraphEmbedder static method), [1], [2] compute_vertex_degrees() (in module graphem.generators), [1], [2]

D

DatasetLoader (class in graphem.datasets), [1], [2] dimension (graphem.embedder.GraphEmbedder attribute), [1], [2] display_benchmark_results() (in module graphem.visualization), [1], [2] display_layout() (graphem.embedder.GraphEmbedder method), [1], [2]

download() (graphem.datasets.DatasetLoader method), [1], [2] (graphem.datasets.NetworkRepositoryDataset method), [1], [2] (graphem.datasets.SemanticScholarDataset method), [1], [2] (graphem.datasets.SNAPDataset method), [1], [2] download_file() (in module graphem.datasets), [1], [2]

E

edges (graphem.embedder.GraphEmbedder attribute), [1], [2]

erdos_renyi_graph() (in module graphem.generators), [1], [2] extract_file() (in module graphem.datasets), [1], [2]

G

generate_ba() (in module graphem.generators), [1], [2] generate_balanced_tree() (in module graphem.generators), [1], [2] generate_bipartite_graph() (in module graphem.generators), [1], [2] generate_caveman() (in module graphem.generators), [1], [2] generate_geometric() (in module graphem.generators), [1], [2] generate_power_cluster() (in module graphem.generators), [1], [2] generate_random_regular() (in module graphem.generators), [1], [2] generate_relaxed_caveman() (in module graphem.generators), [1], [2] generate_road_network() (in module graphem.generators), [1], [2] generate_sbm() (in module graphem.generators), [1], [2] generate_scale_free() (in module graphem.generators), [1], [2] generate_ws() (in module graphem.generators), [1], [2] get_data_directory() (in module graphem.datasets), [1], [2] graphem module graphem.benchmark module, [1], [2]

graphem.datasets module, [1], [2] graphem.embedder module, [1] graphem.generators module, [1], [2] graphem.index module, [1] graphem.influence module, [1], [2] graphem.visualization module, [1], [2] graphem_seed_selection() (in module graphem.influence), [1], [2] GraphEmbedder (class in graphem.embedder), [1], [2] greedy_seed_selection() (in module graphem.influence), [1], [2]

H

HPIndex (class in graphem.index), [1], [2]

I

info() (graphem.datasets.DatasetLoader method), [1], [2] is_downloaded() (graphem.datasets.DatasetLoader method), [1], [2] (graphem.datasets.NetworkRepositoryDataset method), [1], [2] (graphem.datasets.SemanticScholarDataset method), [1], [2] (graphem.datasets.SNAPDataset method), [1], [2]

K

k_attr (graphem.embedder.GraphEmbedder attribute), [1], [2] k_inter (graphem.embedder.GraphEmbedder attribute), [1], [2]

knn_k (graphem.embedder.GraphEmbedder attribute), [1], [2] knn_tiled() (graphem.index.HPIndex static method), [1], [2]

L

L_min (graphem.embedder.GraphEmbedder attribute), [1], [2] list_available_datasets() (in module graphem.datasets), [1], [2] load() (graphem.datasets.DatasetLoader method), [1], [2] (graphem.datasets.NetworkRepositoryDataset method), [1], [2] (graphem.datasets.SemanticScholarDataset method), [1], [2] (graphem.datasets.SNAPDataset method), [1], [2]

load_as_networkx() (graphem.datasets.DatasetLoader method), [1], [2] load_dataset() (in module graphem.datasets), [1], [2] load_dataset_as_networkx() (in module graphem.datasets), [1], [2] locate_knn_midpoints() (graphem.embedder.GraphEmbedder method), [1], [2] logger (graphem.embedder.GraphEmbedder attribute), [1], [2]

M

module graphem graphem.benchmark, [1], [2] graphem.datasets, [1], [2] graphem.embedder, [1] graphem.generators, [1], [2] graphem.index, [1] graphem.influence, [1], [2] graphem.visualization, [1], [2]

my_logger (graphem.embedder.GraphEmbedder attribute), [1], [2]

N

n (graphem.embedder.GraphEmbedder attribute), [1], [2]

ndlib_estimated_influence() (in module graphem.influence), [1], [2] NetworkRepositoryDataset (class in graphem.datasets), [1], [2]

P

plot_radial_vs_centrality() (in module graphem.visualization), [1], [2]

R

report_corr() (in module graphem.visualization), [1], [2] report_full_correlation_matrix() (in module graphem.visualization), [1], [2]

run_benchmark() (in module graphem.benchmark), [1], [2] run_influence_benchmark() (in module graphem.benchmark), [1], [2] run_layout() (graphem.embedder.GraphEmbedder method), [1], [2]

S

sample_size (graphem.embedder.GraphEmbedder attribute), [1], [2]

SemanticScholarDataset (class in graphem.datasets), [1], [2] SNAPDataset (class in graphem.datasets), [1], [2]

U

update_positions() (graphem.embedder.GraphEmbedder method), [1], [2]