├── .github ├── auto_request_review.yml ├── pull_request_template.md └── workflows │ ├── build.yml │ ├── check.yml │ └── review.yml ├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── GDBMS_ALGO ├── centrality │ ├── article_rank.gsql │ ├── betweenness_cent.gsql │ ├── closeness_cent.gsql │ ├── degree_cent.gsql │ ├── harmonic_cent │ ├── pagerank.gsql │ ├── pagerank_wt.gsql │ └── weighted_degree_cent.gsql ├── classification │ └── greedy_graph_coloring.gsql ├── community │ ├── label_prop.gsql │ ├── lcc.gsql │ ├── louvain.gsql │ ├── scc_small_world.gsql │ ├── slpa.gsql │ ├── tri_count.gsql │ ├── tri_count_fast.gsql │ └── wcc.gsql ├── graphML │ └── weisfeiler_lehman.gsql ├── path │ ├── all_path.gsql │ ├── bfs.gsql │ ├── cycle_component.gsql │ ├── cycle_detection.gsql │ ├── cycle_detection_batch.gsql │ └── cycle_detection_count.gsql ├── similarity │ ├── cosine_nbor_ap_batch │ └── jaccard_nbor_ap_batch.gsql └── topological_link_prediction │ ├── adamic_adar.gsql │ ├── common_neighbors.gsql │ ├── preferential_attachment.gsql │ ├── resource_allocation.gsql │ └── total_neighbors.gsql ├── LICENSE ├── README.md ├── UDF ├── README.UDF ├── tg_ExprFunctions.hpp └── tg_ExprUtil.hpp ├── algorithms ├── Centrality │ ├── article_rank │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── tg_algo_article_rank.yml │ │ └── tg_article_rank.gsql │ ├── betweenness │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── tg_algo_betweenness_cent.yml │ │ └── tg_betweenness_cent.gsql │ ├── closeness │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── approximate │ │ │ ├── tg_algo_closeness_cent_approx.yml │ │ │ └── tg_closeness_cent_approx.gsql │ │ ├── exact │ │ │ ├── tg_algo_closeness_cent.yml │ │ │ └── tg_closeness_cent.gsql │ │ └── tg_sub_closeness.yml │ ├── degree │ │ ├── tg_sub_degree_cent.yml │ │ ├── unweighted │ │ │ ├── CHANGELOG.md │ │ │ ├── README.md │ │ │ ├── tg_algo_degree_cent.yml │ │ │ └── tg_degree_cent.gsql │ │ └── weighted │ │ │ ├── tg_algo_weighted_degree_cent.yml │ │ │ └── tg_weighted_degree_cent.gsql │ ├── eigenvector │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── tg_algo_eigenvector.yml │ │ └── tg_eigenvector_cent.gsql │ ├── harmonic │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── tg_algo_harmonic_cent.yml │ │ └── tg_harmonic_cent.gsql │ ├── influence_maximization │ │ ├── CELF │ │ │ ├── tg_algo_influence_maximization_CELF.yml │ │ │ └── tg_influence_maximization_CELF.gsql │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── greedy │ │ │ ├── tg_algo_influence_maximization_greedy.yml │ │ │ └── tg_influence_maximization_greedy.gsql │ │ └── tg_sub_influence_maximization.yml │ ├── pagerank │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── global │ │ │ ├── tg_sub_pagerank_global.yml │ │ │ ├── unweighted │ │ │ │ ├── tg_algo_pagerank.yml │ │ │ │ └── tg_pagerank.gsql │ │ │ └── weighted │ │ │ │ ├── tg_algo_pagerank_wt.yml │ │ │ │ └── tg_pagerank_wt.gsql │ │ ├── personalized │ │ │ ├── all_pairs │ │ │ │ ├── tg_algo_pagerank_pers_ap_batch.yml │ │ │ │ └── tg_pagerank_pers_ap_batch.gsql │ │ │ └── multi_source │ │ │ │ ├── tg_algo_pagerank_pers.yml │ │ │ │ └── tg_pagerank_pers.gsql │ │ └── tg_sub_pagerank.yml │ └── tg_category_centrality.yml ├── Classification │ ├── greedy_graph_coloring │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── tg_algo_greedy_graph_coloring.yml │ │ └── tg_greedy_graph_coloring.gsql │ ├── k_nearest_neighbors │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── all_pairs │ │ │ ├── tg_algo_knn_cosine_all.yml │ │ │ ├── tg_knn_cosine_all.gsql │ │ │ └── tg_knn_cosine_all_sub.gsql │ │ ├── cross_validation │ │ │ ├── tg_algo_knn_cosine_cv.yml │ │ │ ├── tg_knn_cosine_cv.gsql │ │ │ └── tg_knn_cosine_cv_sub.gsql │ │ ├── single_source │ │ │ ├── tg_algo_knn_cosine_ss.yml │ │ │ └── tg_knn_cosine_ss.gsql │ │ └── tg_sub_k_nearest_neighbors.yml │ ├── maximal_independent_set │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── deterministic │ │ │ ├── tg_algo_maximal_indep_set.yml │ │ │ └── tg_maximal_indep_set.gsql │ │ ├── random │ │ │ ├── tg_MISR_ExprFunctions.hpp │ │ │ ├── tg_algo_maximal_indep_set_random.yml │ │ │ └── tg_maximal_indep_set_random.gsql │ │ └── tg_sub_maximal_independent_set.yml │ └── tg_category_classification.yml ├── Community │ ├── connected_components │ │ ├── strongly_connected_components │ │ │ ├── CHANGELOG.md │ │ │ ├── README.md │ │ │ ├── small_world │ │ │ │ ├── tg_algo_scc_small_world.yml │ │ │ │ └── tg_scc_small_world.gsql │ │ │ ├── standard │ │ │ │ ├── tg_algo_scc.yml │ │ │ │ └── tg_scc.gsql │ │ │ └── tg_sub_strongly_connected_components.yml │ │ ├── tg_sub_connected_components.yml │ │ └── weakly_connected_components │ │ │ ├── CHANGELOG.md │ │ │ ├── README.md │ │ │ ├── small_world │ │ │ ├── tg_wcc_small_world.gsql │ │ │ └── tg_wcc_small_world.yml │ │ │ ├── standard │ │ │ ├── tg_algo_wcc.yml │ │ │ └── tg_wcc.gsql │ │ │ └── tg_sub_weakly_connected_components.yml │ ├── k_core │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── tg_algo_kcore.yml │ │ └── tg_kcore.gsql │ ├── k_means │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── tg_algo_kmeans.yml │ │ ├── tg_kmeans.gsql │ │ └── tg_kmeans_sub.gsql │ ├── label_propagation │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── tg_algo_label_prop.yml │ │ └── tg_label_prop.gsql │ ├── local_clustering_coefficient │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── tg_algo_lcc.yml │ │ └── tg_lcc.gsql │ ├── louvain │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── tg_algo_louvain.yml │ │ └── tg_louvain.gsql │ ├── map_equation │ │ ├── tg_algo_map_equation.yml │ │ └── tg_map_equation.gsql │ ├── speaker-listener_label_propagation │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── tg_algo_slpa.yml │ │ ├── tg_slpa.gsql │ │ └── tg_slpa_ExprFunctions.hpp │ ├── tg_category_community.yml │ └── triangle_counting │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── fast │ │ ├── tg_algo_tri_count_fast.yml │ │ └── tg_tri_count_fast.gsql │ │ ├── standard │ │ ├── tg_algo_tri_count.yml │ │ └── tg_tri_count.gsql │ │ └── tg_sub_triangle_counting.yml ├── GraphML │ ├── Embeddings │ │ ├── EmbeddingSimilarity │ │ │ ├── CHANGELOG.md │ │ │ ├── README.md │ │ │ ├── pairwise │ │ │ │ ├── tg_algo_embedding_pairwise_cosine_sim.yml │ │ │ │ ├── tg_embedding_pairwise_cosine_sim.cpp │ │ │ │ └── tg_embedding_pairwise_cosine_sim.gsql │ │ │ ├── single_source │ │ │ │ ├── tg_algo_embedding_cosine_sim.yml │ │ │ │ ├── tg_embedding_cosine_sim.cpp │ │ │ │ └── tg_embedding_cosine_sim.gsql │ │ │ └── tg_sub_embedding_similarity.yml │ │ ├── FastRP │ │ │ ├── CHANGELOG.md │ │ │ ├── COPYING.MPL2 │ │ │ ├── README.md │ │ │ ├── tg_algo_fastRP.yml │ │ │ ├── tg_fastRP.cpp │ │ │ └── tg_fastRP.gsql │ │ ├── tg_sub_embeddings.yml │ │ └── weisfeiler_lehman │ │ │ ├── tg_algo_weisfeiler_lehman.yml │ │ │ └── tg_weisfeiler_lehman.gsql │ └── tg_category_graphml.yml ├── Path │ ├── astar_shortest_path │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── tg_algo_astar.yml │ │ ├── tg_astar.gsql │ │ └── tg_astar_ExprFunction.hpp │ ├── bfs │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── tg_algo_bfs.yml │ │ └── tg_bfs.gsql │ ├── cycle_component │ │ ├── tg_algo_cycle_component.yml │ │ └── tg_cycle_component.gsql │ ├── cycle_detection │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── count │ │ │ ├── tg_algo_cycle_detection_count.yml │ │ │ └── tg_cycle_detection_count.gsql │ │ ├── full_result │ │ │ ├── batch │ │ │ │ ├── tg_algo_cycle_detection_batch.yml │ │ │ │ └── tg_cycle_detection_batch.gsql │ │ │ ├── standard │ │ │ │ ├── tg_algo_cycle_detection.yml │ │ │ │ └── tg_cycle_detection.gsql │ │ │ └── tg_sub_full_result.yml │ │ └── tg_sub_cycle_detection.yml │ ├── estimated_diameter │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── approximate │ │ │ ├── tg_algo_estimate_diameter.yml │ │ │ └── tg_estimate_diameter.gsql │ │ ├── max_bfs │ │ │ ├── tg_algo_max_BFS_depth.yml │ │ │ └── tg_max_BFS_depth.gsql │ │ └── tg_sub_estimated_diameter.yml │ ├── maxflow │ │ ├── tg_algo_maxflow.yml │ │ └── tg_maxflow.gsql │ ├── minimum_spanning_forest │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── tg_algo_msf.yml │ │ └── tg_msf.gsql │ ├── minimum_spanning_tree │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── tg_algo_mst.yml │ │ └── tg_mst.gsql │ ├── path_between_two_vertices │ │ ├── bidirection │ │ │ ├── tg_algo_all_path_bidirection.yml │ │ │ └── tg_all_path_bidirection.gsql │ │ ├── one_direction │ │ │ ├── tg_algo_all_path.yml │ │ │ └── tg_all_path.gsql │ │ └── tg_sub_all_path.yml │ ├── shortest_path │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── tg_sub_shortest_path.yml │ │ ├── unweighted │ │ │ ├── tg_algo_shortest_ss_no_wt.yml │ │ │ └── tg_shortest_ss_no_wt.gsql │ │ └── weighted │ │ │ ├── any_sign │ │ │ ├── tg_algo_shortest_ss_any_wt.yml │ │ │ └── tg_shortest_ss_any_wt.gsql │ │ │ ├── positive │ │ │ ├── summary │ │ │ │ ├── tg_algo_shortest_ss_pos_wt.yml │ │ │ │ └── tg_shortest_ss_pos_wt.gsql │ │ │ ├── tg_sub_positive.yml │ │ │ └── traceback │ │ │ │ ├── tg_algo_shortest_ss_pos_wt_tb.yml │ │ │ │ └── tg_shortest_ss_pos_wt_tb.gsql │ │ │ └── tg_sub_weighted.yml │ └── tg_category_path.yml ├── Patterns │ ├── frequent_pattern_mining │ │ ├── ExprFunctions.hpp │ │ ├── ExprUtil.hpp │ │ ├── tg_algo_fpm.yml │ │ ├── tg_fpm.gsql │ │ └── tg_fpm_pre.gsql │ └── tg_category_patterns.yml ├── Similarity │ ├── approximate_nearest_neighbors │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── tg_ann_ExprFunctions.hpp │ │ ├── tg_ann_ExprUtil.hpp │ │ ├── tg_cosine_similarity.hpp │ │ ├── tg_euclidean_distance.hpp │ │ ├── tg_jaccard_similarity.hpp │ │ ├── tg_overlap_similarity.hpp │ │ └── tg_pearson_similarity.hpp │ ├── cosine │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── all_pairs │ │ │ ├── tg_algo_cosine_nbor_ap_batch.yml │ │ │ └── tg_cosine_nbor_ap_batch.gsql │ │ ├── single_source │ │ │ ├── tg_algo_cosine_nbor_ss.yml │ │ │ └── tg_cosine_nbor_ss.gsql │ │ └── tg_sub_cosine.yml │ ├── jaccard │ │ ├── CHANGELOG.md │ │ ├── README.md │ │ ├── all_pairs │ │ │ ├── tg_algo_jaccard_nbor_ap_batch.yml │ │ │ └── tg_jaccard_nbor_ap_batch.gsql │ │ ├── single_source │ │ │ ├── tg_algo_jaccard_nbor_ss.yml │ │ │ └── tg_jaccard_nbor_ss.gsql │ │ └── tg_sub_jaccard.yml │ └── tg_category_similarity.yml └── Topological Link Prediction │ ├── adamic_adar │ ├── CHANGELOG.md │ ├── README.md │ ├── tg_adamic_adar.gsql │ └── tg_algo_adamic_adar.yml │ ├── common_neighbors │ ├── CHANGELOG.md │ ├── README.md │ ├── tg_algo_common_neighbors.yml │ └── tg_common_neighbors.gsql │ ├── preferential_attachment │ ├── CHANGELOG.md │ ├── README.md │ ├── tg_algo_preferential_attachment.yml │ └── tg_preferential_attachment.gsql │ ├── resource_allocation │ ├── CHANGELOG.md │ ├── README.md │ ├── tg_algo_resource_allocation.yml │ └── tg_resource_allocation.gsql │ ├── same_community │ ├── CHANGELOG.md │ ├── README.md │ ├── tg_algo_same_community.yml │ └── tg_same_community.gsql │ ├── tg_category_topological_link_prediction.yml │ └── total_neighbors │ ├── CHANGELOG.md │ ├── README.md │ ├── tg_algo_total_neighbors.yml │ └── tg_total_neighbors.gsql ├── gds └── vector │ ├── cosine_distance.gsql │ ├── dimension_count.gsql │ ├── distance.gsql │ ├── elements_sum.gsql │ ├── ip_distance.gsql │ ├── kth_element.gsql │ ├── l2_distance.gsql │ └── norm.gsql ├── graphs ├── README.test ├── create_alg_graph.sh ├── generic │ ├── data │ │ ├── data.csv │ │ ├── shortest_neg5.csv │ │ └── shortest_pos5.csv │ ├── load_generic.gsql │ └── schema_generic.gsql ├── movie │ ├── data │ │ └── data.csv │ ├── load_movie.gsql │ └── schema_movie.gsql └── social │ ├── data │ ├── data.csv │ ├── social10.csv │ └── social26.csv │ ├── load_social.gsql │ └── schema_social.gsql ├── manifest.json ├── tests ├── CONTRIBUTING.md ├── Dockerfile ├── README.md ├── data │ ├── baseline │ │ ├── centrality │ │ │ ├── article_rank │ │ │ │ ├── Empty.json │ │ │ │ ├── Hub_Spoke.json │ │ │ │ ├── Hub_Spoke_Directed.json │ │ │ │ ├── Line.json │ │ │ │ ├── Line_Directed.json │ │ │ │ ├── Ring.json │ │ │ │ ├── Ring_Directed.json │ │ │ │ ├── Tree.json │ │ │ │ └── Tree_Directed.json │ │ │ ├── closeness_centrality │ │ │ │ ├── Empty.json │ │ │ │ ├── Hub_Spoke.json │ │ │ │ ├── Hub_Spoke_Directed.json │ │ │ │ ├── Line.json │ │ │ │ ├── Line_Directed.json │ │ │ │ ├── Ring.json │ │ │ │ ├── Ring_Directed.json │ │ │ │ ├── Tree.json │ │ │ │ └── Tree_Directed.json │ │ │ ├── degree_centrality │ │ │ │ ├── Complete.json │ │ │ │ ├── Empty.json │ │ │ │ ├── Hub_Spoke.json │ │ │ │ ├── Line.json │ │ │ │ ├── Ring.json │ │ │ │ ├── Tree.json │ │ │ │ ├── in_degree │ │ │ │ │ ├── Hub_Spoke_Directed.json │ │ │ │ │ ├── Line_Directed.json │ │ │ │ │ ├── Ring_Directed.json │ │ │ │ │ └── Tree_Directed.json │ │ │ │ └── out_degree │ │ │ │ │ ├── Hub_Spoke_Directed.json │ │ │ │ │ ├── Line_Directed.json │ │ │ │ │ ├── Ring_Directed.json │ │ │ │ │ └── Tree_Directed.json │ │ │ ├── harmonic_centrality │ │ │ │ ├── Empty.json │ │ │ │ ├── Hub_Spoke.json │ │ │ │ ├── Hub_Spoke_Directed.json │ │ │ │ ├── Line.json │ │ │ │ ├── Line_Directed.json │ │ │ │ ├── Ring.json │ │ │ │ ├── Ring_Directed.json │ │ │ │ ├── Tree.json │ │ │ │ └── Tree_Directed.json │ │ │ ├── pagerank │ │ │ │ ├── Empty.json │ │ │ │ ├── Hub_Spoke.json │ │ │ │ ├── Hub_Spoke_Directed.json │ │ │ │ ├── Line.json │ │ │ │ ├── Line_Directed.json │ │ │ │ ├── Ring.json │ │ │ │ ├── Ring_Directed.json │ │ │ │ ├── Tree.json │ │ │ │ └── Tree_Directed.json │ │ │ └── weighted_degree_centrality │ │ │ │ ├── Complete_Weighted.json │ │ │ │ ├── Hub_Spoke_Weighted.json │ │ │ │ ├── Line_Weighted.json │ │ │ │ ├── Ring_Weighted.json │ │ │ │ ├── Tree_Weighted.json │ │ │ │ ├── in_degree │ │ │ │ ├── Complete_Directed_Weighted.json │ │ │ │ ├── Hub_Spoke_Directed_Weighted.json │ │ │ │ ├── Line_Directed_Weighted.json │ │ │ │ ├── Ring_Directed_Weighted.json │ │ │ │ └── Tree_Directed_Weighted.json │ │ │ │ └── out_degree │ │ │ │ ├── Complete_Directed_Weighted.json │ │ │ │ ├── Hub_Spoke_Directed_Weighted.json │ │ │ │ ├── Line_Directed_Weighted.json │ │ │ │ ├── Ring_Directed_Weighted.json │ │ │ │ └── Tree_Directed_Weighted.json │ │ ├── community │ │ │ └── lcc │ │ │ │ ├── Complete.json │ │ │ │ ├── Complete_Directed.json │ │ │ │ ├── DAG_Directed.json │ │ │ │ ├── Empty.json │ │ │ │ ├── Empty_Directed.json │ │ │ │ ├── Hub_Connected_Hub_Spoke.json │ │ │ │ ├── Hub_Spoke.json │ │ │ │ ├── Hub_Spoke_Directed.json │ │ │ │ ├── Line.json │ │ │ │ ├── Line_Directed.json │ │ │ │ ├── Line_Weighted.json │ │ │ │ ├── Ring.json │ │ │ │ ├── Ring_Directed.json │ │ │ │ ├── Tree.json │ │ │ │ └── Tree_Directed.json │ │ ├── get_data.py │ │ ├── ml │ │ │ └── fastRP.json.gz │ │ ├── path_finding │ │ │ ├── bfs │ │ │ │ ├── Complete.json │ │ │ │ ├── Complete_Directed.json │ │ │ │ ├── DAG_Directed.json │ │ │ │ ├── Empty.json │ │ │ │ ├── Empty_Directed.json │ │ │ │ ├── Hub_Connected_Hub_Spoke.json │ │ │ │ ├── Hub_Spoke.json │ │ │ │ ├── Hub_Spoke_Directed.json │ │ │ │ ├── Line.json │ │ │ │ ├── Line_Directed.json │ │ │ │ ├── Line_Weighted.json │ │ │ │ ├── Ring.json │ │ │ │ ├── Ring_Directed.json │ │ │ │ ├── Tree.json │ │ │ │ └── Tree_Directed.json │ │ │ └── shortest_ss_no_wt │ │ │ │ ├── Complete.json │ │ │ │ ├── Complete_Directed.json │ │ │ │ ├── DAG_Directed.json │ │ │ │ ├── Empty.json │ │ │ │ ├── Empty_Directed.json │ │ │ │ ├── Hub_Connected_Hub_Spoke.json │ │ │ │ ├── Hub_Spoke.json │ │ │ │ ├── Hub_Spoke_Directed.json │ │ │ │ ├── Line.json │ │ │ │ ├── Line_Directed.json │ │ │ │ ├── Line_Weighted.json │ │ │ │ ├── Ring.json │ │ │ │ ├── Ring_Directed.json │ │ │ │ ├── Tree.json │ │ │ │ └── Tree_Directed.json │ │ └── topological_link_prediction │ │ │ ├── adamic_adar │ │ │ ├── topo_link1.json │ │ │ ├── topo_link2.json │ │ │ ├── topo_link3.json │ │ │ ├── topo_link4.json │ │ │ ├── topo_link5.json │ │ │ ├── topo_link6.json │ │ │ └── topo_link_directed.json │ │ │ ├── common_neighbors │ │ │ ├── topo_link1.json │ │ │ ├── topo_link2.json │ │ │ ├── topo_link3.json │ │ │ ├── topo_link4.json │ │ │ ├── topo_link5.json │ │ │ ├── topo_link6.json │ │ │ └── topo_link_directed.json │ │ │ ├── preferential_attachment │ │ │ ├── topo_link1.json │ │ │ ├── topo_link2.json │ │ │ ├── topo_link3.json │ │ │ ├── topo_link4.json │ │ │ ├── topo_link5.json │ │ │ ├── topo_link6.json │ │ │ └── topo_link_directed.json │ │ │ ├── resource_allocation │ │ │ ├── topo_link1.json │ │ │ ├── topo_link2.json │ │ │ ├── topo_link3.json │ │ │ ├── topo_link4.json │ │ │ ├── topo_link5.json │ │ │ ├── topo_link6.json │ │ │ └── topo_link_directed.json │ │ │ ├── same_community │ │ │ ├── test1.json │ │ │ ├── test2.json │ │ │ ├── test3.json │ │ │ └── test4.json │ │ │ └── total_neighbors │ │ │ ├── topo_link1.json │ │ │ ├── topo_link2.json │ │ │ ├── topo_link3.json │ │ │ ├── topo_link4.json │ │ │ ├── topo_link5.json │ │ │ ├── topo_link6.json │ │ │ └── topo_link_directed.json │ ├── eight_nodes.csv │ ├── heterogeneous edges │ │ ├── complete_edges_directed.csv │ │ ├── dag_edges.csv │ │ ├── hubspoke_edges.csv │ │ ├── line_edges.csv │ │ ├── negative_cycles_edges.csv │ │ ├── ring_edges.csv │ │ └── tree_edges.csv │ ├── one_node.csv │ ├── topological_link_prediction │ │ ├── topo_link_pred1.csv │ │ ├── topo_link_pred2.csv │ │ ├── topo_link_pred3.csv │ │ ├── topo_link_pred4.csv │ │ ├── topo_link_pred5.csv │ │ └── topo_link_pred6.csv │ ├── twenty_nodes.csv │ ├── unweighted_edges │ │ ├── complete_edges.csv │ │ ├── complete_edges_directed.csv │ │ ├── dag_edges.csv │ │ ├── empty_graph_edges.csv │ │ ├── hubspoke_connected_spoke_edges.csv │ │ ├── hubspoke_edges.csv │ │ ├── line_edges.csv │ │ ├── mulithub_shared_spoke_edges.csv │ │ ├── ring_edges.csv │ │ └── tree_edges.csv │ ├── weighted_edges │ │ ├── complete_edges.csv │ │ ├── complete_edges_directed.csv │ │ ├── dag_edges.csv │ │ ├── empty_graph_edges.csv │ │ ├── hubspoke_connected_spoke_edges.csv │ │ ├── hubspoke_edges.csv │ │ ├── line_edges.csv │ │ ├── mulithub_shared_spoke_edges.csv │ │ ├── negative_cycles_edges.csv │ │ ├── ring_edges.csv │ │ └── tree_edges.csv │ └── zero_nodes.csv ├── requirements.txt ├── run.sh └── test │ ├── baseline │ ├── __init__.py │ ├── algos │ │ ├── __init__.py │ │ ├── degree_cent.py │ │ └── fastrp.py │ ├── create_baselines.py │ ├── degree_cent_baseline.py │ └── fast_rp_baseline.py │ ├── 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