The DeepHypergraph Library
Qionghai Dai, Yue Gao · Artificial intelligence: foundations, theory, and algorithms/Artificial intelligence: Foundations, theory, and algorithms · 2023
Abstract This chapter introduces the DeepHypergraph library, which bridges the hypergraph theory and hypergraph applications. This library provides the generation of multiple low-order structures (such as graph and directed graph), high-order structures (such as hypergraph and directed hypergraph), datasets, operations, learning methods, visualizations, etc. We first introduce the design motivation and the overall architecture of the library. Then, we introduce the “correlation structure” and “function library” of the Deephypergraph library, respectively.