D-Mercator Multidimensional hyperbolic embedding Method for mapping complex networks into multidimensional hyperbolic spaces. network geometry hyperbolic embeddings paper code
B-Mercator Mapping bipartite networks into the multidimensional hyperbolic spaces. Hyperbolic embedding of bipartite networks network geometry hyperbolic embeddings paper code
FiD-Mercator Feature-aware ultra-low dimensional reduction of real networks Hyperbolic embedding of complex networks with nodes' features. network geometry hyperbolic embeddings paper code
HypBench Hyperbolic Benchmark for GNNs A comprehensive benchmarking framework for graph machine learning, focusing on the performance of GNNs across varied network structures. GNNs benchmarking machine learning paper code
