Popular GitHub Repositories for Hypergraphs

Language, Knowledge, Cognition

Cleora AI is a general-purpose open-source model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data. Created by Synerise.com team.

hypergraph representation learning, graph neural network

[NeurIPS'21] Higher-order Transformers for sets, graphs, and hypergraphs, in PyTorch

[ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions on EHR'.

Code for "HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs" (EMNLP 2024)

Another implementation of the paper "Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs" in pytorch.

embeddings for hyperedges in a hypergraph

Source code for IJCAI 2022 paper "HashNWalk: Hash and Random Walk Based Anomaly Detection in Hyperedge Streams."

Code for the paper "Finite-Time Frequentist Regret Bounds of Multi-Agent Thompson Sampling on Sparse Hypergraphs", AAAI Conference on Artificial Intelligence 2024