Index

_

__init__() (roksana.attack_methods.base_attack.BaseAttack method) (roksana.attack_methods.BaseAttack method), [1] (roksana.attack_methods.degree.DegreeAttack method) (roksana.attack_methods.DegreeAttack method), [1] (roksana.attack_methods.pagerank.PageRankAttack method) (roksana.attack_methods.PageRankAttack method), [1] (roksana.attack_methods.random.RandomAttack method) (roksana.attack_methods.RandomAttack method), [1] (roksana.attack_methods.viking.VikingAttack method) (roksana.attack_methods.VikingAttack method), [1] (roksana.datasets.datasets.UserDataset method) (roksana.datasets.UserDataset method), [1] (roksana.evaluation.Evaluator method), [1] (roksana.evaluation.evaluator.Evaluator method) (roksana.Evaluator method), [1] (roksana.GATSearch method), [1] (roksana.GCNSearch method), [1] (roksana.SAGESearch method), [1] (roksana.search_methods.base_search.SearchMethod method) (roksana.search_methods.gat_search.GATSearch method) (roksana.search_methods.GATSearch method), [1] (roksana.search_methods.gcn_search.GCNSearch method) (roksana.search_methods.GCNSearch method), [1] (roksana.search_methods.sage_search.SAGESearch method) (roksana.search_methods.SAGESearch method), [1] (roksana.search_methods.search_methods.SearchMethod method) (roksana.search_methods.SearchMethod method), [1] (roksana.SearchMethod method), [1] (roksana.UserDataset method), [1]

A

attack() (roksana.attack_methods.base_attack.BaseAttack method) (roksana.attack_methods.BaseAttack method), [1] (roksana.attack_methods.degree.DegreeAttack method) (roksana.attack_methods.DegreeAttack method), [1] (roksana.attack_methods.pagerank.PageRankAttack method) (roksana.attack_methods.PageRankAttack method), [1] (roksana.attack_methods.random.RandomAttack method) (roksana.attack_methods.RandomAttack method), [1] (roksana.attack_methods.viking.VikingAttack method) (roksana.attack_methods.VikingAttack method), [1]

B

BaseAttack (class in roksana.attack_methods), [1] (class in roksana.attack_methods.base_attack)

C

compare_original_vs_updated() (in module roksana.utils)

D

data (roksana.attack_methods.base_attack.BaseAttack attribute) (roksana.attack_methods.BaseAttack attribute), [1] (roksana.attack_methods.degree.DegreeAttack attribute) (roksana.attack_methods.DegreeAttack attribute), [1] (roksana.attack_methods.pagerank.PageRankAttack attribute) (roksana.attack_methods.PageRankAttack attribute), [1] (roksana.attack_methods.random.RandomAttack attribute) (roksana.attack_methods.RandomAttack attribute), [1] (roksana.attack_methods.viking.VikingAttack attribute) (roksana.attack_methods.VikingAttack attribute), [1]

DegreeAttack (class in roksana.attack_methods), [1] (class in roksana.attack_methods.degree) demotion_value() (in module roksana), [1] (in module roksana.evaluation), [1] (in module roksana.evaluation.metrics) download() (roksana.datasets.datasets.UserDataset method) (roksana.datasets.UserDataset method), [1] (roksana.UserDataset method), [1]

E

evaluate() (roksana.evaluation.Evaluator method), [1] (roksana.evaluation.evaluator.Evaluator method) (roksana.Evaluator method), [1] (roksana.GATSearch method), [1] (roksana.GCNSearch method), [1] (roksana.SAGESearch method), [1] (roksana.search_methods.gat_search.GATSearch method) (roksana.search_methods.GATSearch method), [1] (roksana.search_methods.gcn_search.GCNSearch method) (roksana.search_methods.GCNSearch method), [1] (roksana.search_methods.sage_search.SAGESearch method) (roksana.search_methods.SAGESearch method), [1]

Evaluator (class in roksana), [1] (class in roksana.evaluation), [1] (class in roksana.evaluation.evaluator) execute() (roksana.attack_methods.custom_attack.MyCustomAttack method)

F

forward() (roksana.search_methods.gat_search.GATNet method) (roksana.search_methods.gcn_search.GCNNet method) (roksana.search_methods.sage_search.SAGENet method)

G

GATNet (class in roksana.search_methods.gat_search) GATSearch (class in roksana), [1] (class in roksana.search_methods), [1] (class in roksana.search_methods.gat_search) GCNNet (class in roksana.search_methods.gcn_search) GCNSearch (class in roksana), [1] (class in roksana.search_methods), [1] (class in roksana.search_methods.gcn_search) get_all_results() (roksana.evaluation.Evaluator method), [1] (roksana.evaluation.evaluator.Evaluator method) (roksana.Evaluator method), [1] get_attack_method() (in module roksana), [1] (in module roksana.attack_methods), [1] (in module roksana.attack_methods.registry) get_dataset_info() (in module roksana), [1] (in module roksana.datasets), [1] (in module roksana.datasets.datasets)

get_embeddings() (roksana.search_methods.gat_search.GATNet method) (roksana.search_methods.gcn_search.GCNNet method) (roksana.search_methods.sage_search.SAGENet method) get_leaderboard() (roksana.leaderboard.LeaderboardClient method) get_node_embeddings() (roksana.GATSearch method), [1] (roksana.GCNSearch method), [1] (roksana.SAGESearch method), [1] (roksana.search_methods.gat_search.GATSearch method) (roksana.search_methods.GATSearch method), [1] (roksana.search_methods.gcn_search.GCNSearch method) (roksana.search_methods.GCNSearch method), [1] (roksana.search_methods.sage_search.SAGESearch method) (roksana.search_methods.SAGESearch method), [1] get_search_method() (in module roksana), [1] (in module roksana.search_methods), [1] (in module roksana.search_methods.registry)

H

hit_at_k() (in module roksana), [1] (in module roksana.evaluation), [1] (in module roksana.evaluation.metrics)

L

LeaderboardClient (class in roksana.leaderboard) list_available_standard_datasets() (in module roksana), [1] (in module roksana.datasets), [1] (in module roksana.datasets.datasets) load_dataset() (in module roksana), [1] (in module roksana.datasets), [1] (in module roksana.datasets.datasets)

load_standard_dataset() (in module roksana), [1] (in module roksana.datasets), [1] (in module roksana.datasets.datasets) load_user_dataset_from_files() (in module roksana), [1] (in module roksana.datasets), [1] (in module roksana.datasets.datasets)

M

module roksana, [1], [2] roksana.attack_methods, [1], [2] roksana.attack_methods.base_attack, [1] roksana.attack_methods.custom_attack, [1] roksana.attack_methods.degree, [1] roksana.attack_methods.pagerank, [1] roksana.attack_methods.random, [1] roksana.attack_methods.registry, [1] roksana.attack_methods.viking, [1] roksana.datasets, [1], [2] roksana.datasets.datasets, [1] roksana.evaluation, [1], [2] roksana.evaluation.evaluator, [1] roksana.evaluation.metrics, [1] roksana.evaluation.utils, [1] roksana.leaderboard, [1] roksana.search_methods, [1], [2] roksana.search_methods.base_search, [1] roksana.search_methods.gat_search, [1] roksana.search_methods.gcn_search, [1] roksana.search_methods.registry, [1] roksana.search_methods.sage_search, [1] roksana.search_methods.search_methods, [1] roksana.utils, [1]

MyCustomAttack (class in roksana.attack_methods.custom_attack)

P

PageRankAttack (class in roksana.attack_methods), [1] (class in roksana.attack_methods.pagerank) params (roksana.attack_methods.base_attack.BaseAttack attribute) (roksana.attack_methods.BaseAttack attribute), [1] (roksana.attack_methods.degree.DegreeAttack attribute) (roksana.attack_methods.DegreeAttack attribute), [1] (roksana.attack_methods.pagerank.PageRankAttack attribute) (roksana.attack_methods.PageRankAttack attribute), [1] (roksana.attack_methods.random.RandomAttack attribute) (roksana.attack_methods.RandomAttack attribute), [1] (roksana.attack_methods.viking.VikingAttack attribute) (roksana.attack_methods.VikingAttack attribute), [1]

perturbation_attack() (roksana.attack_methods.viking.VikingAttack method) (roksana.attack_methods.VikingAttack method), [1] prepare_search_set() (in module roksana), [1] (in module roksana.datasets), [1] (in module roksana.datasets.datasets) process() (roksana.datasets.datasets.UserDataset method) (roksana.datasets.UserDataset method), [1] (roksana.UserDataset method), [1] processed_file_names (roksana.datasets.datasets.UserDataset property) (roksana.datasets.UserDataset property), [1] (roksana.UserDataset property), [1]

R

RandomAttack (class in roksana.attack_methods), [1] (class in roksana.attack_methods.random) raw_file_names (roksana.datasets.datasets.UserDataset property) (roksana.datasets.UserDataset property), [1] (roksana.UserDataset property), [1] recall_at_k() (in module roksana), [1] (in module roksana.evaluation), [1] (in module roksana.evaluation.metrics) register_attack_method() (in module roksana.attack_methods.registry) register_search_method() (in module roksana.search_methods.registry) remove_edges() (in module roksana.utils) removed_edges_list_stat() (in module roksana.utils) roksana module, [1], [2] roksana.attack_methods module, [1], [2] roksana.attack_methods.base_attack module, [1] roksana.attack_methods.custom_attack module, [1] roksana.attack_methods.degree module, [1] roksana.attack_methods.pagerank module, [1] roksana.attack_methods.random module, [1] roksana.attack_methods.registry module, [1] roksana.attack_methods.viking module, [1]

roksana.datasets module, [1], [2] roksana.datasets.datasets module, [1] roksana.evaluation module, [1], [2] roksana.evaluation.evaluator module, [1] roksana.evaluation.metrics module, [1] roksana.evaluation.utils module, [1] roksana.leaderboard module, [1] roksana.search_methods module, [1], [2] roksana.search_methods.base_search module, [1] roksana.search_methods.gat_search module, [1] roksana.search_methods.gcn_search module, [1] roksana.search_methods.registry module, [1] roksana.search_methods.sage_search module, [1] roksana.search_methods.search_methods module, [1] roksana.utils module, [1]

S

SAGENet (class in roksana.search_methods.sage_search) SAGESearch (class in roksana), [1] (class in roksana.search_methods), [1] (class in roksana.search_methods.sage_search) save_results_to_csv() (in module roksana.evaluation), [1] (in module roksana.evaluation.utils) save_results_to_json() (in module roksana.evaluation), [1] (in module roksana.evaluation.utils) save_results_to_pickle() (in module roksana.evaluation), [1] (in module roksana.evaluation.utils) search() (roksana.GATSearch method), [1] (roksana.GCNSearch method), [1] (roksana.SAGESearch method), [1] (roksana.search_methods.base_search.SearchMethod method) (roksana.search_methods.gat_search.GATSearch method) (roksana.search_methods.GATSearch method), [1] (roksana.search_methods.gcn_search.GCNSearch method) (roksana.search_methods.GCNSearch method), [1] (roksana.search_methods.sage_search.SAGESearch method) (roksana.search_methods.SAGESearch method), [1] (roksana.search_methods.search_methods.SearchMethod method) (roksana.search_methods.SearchMethod method), [1] (roksana.SearchMethod method), [1]

SearchMethod (class in roksana), [1] (class in roksana.search_methods), [1] (class in roksana.search_methods.base_search) (class in roksana.search_methods.search_methods) submit_result() (roksana.leaderboard.LeaderboardClient method)

T

tensor_to_serializable() (in module roksana.evaluation.utils) train_model() (roksana.GATSearch method), [1] (roksana.GCNSearch method), [1] (roksana.SAGESearch method), [1] (roksana.search_methods.gat_search.GATSearch method) (roksana.search_methods.GATSearch method), [1] (roksana.search_methods.gcn_search.GCNSearch method) (roksana.search_methods.GCNSearch method), [1] (roksana.search_methods.sage_search.SAGESearch method) (roksana.search_methods.SAGESearch method), [1]

U

UserDataset (class in roksana), [1] (class in roksana.datasets), [1] (class in roksana.datasets.datasets)

V

VikingAttack (class in roksana.attack_methods), [1] (class in roksana.attack_methods.viking)