Python package for hypergraph analysis and visualization.

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.

KaHyPar (Karlsruhe Hypergraph Partitioning) is a multilevel hypergraph partitioning framework providing direct k-way and recursive bisection based partitioning algorithms that compute solutions of very high quality.

Hypergraph is data structure library to create a directed hypergraph in which a hyperedge can join any number of vertices.

HGX is a multi-purpose, open-source Python library for higher-order network analysis

CompleX Group Interactions (XGI) is a Python package for higher-order networks.

Mt-KaHyPar (Multi-Threaded Karlsruhe Hypergraph Partitioner) is a shared-memory multilevel graph and hypergraph partitioner equipped with parallel implementations of techniques used in the best sequential partitioning algorithms. Mt-KaHyPar can partition extremely large hypergraphs very fast and with high quality.

hypergraph representation learning, graph neural network

Hypergraph Database with Hypergraph Visualization.

New Algorithms for Learning on Hypergraphs

A software for hypergraph and multi-way network analysis 🌐

Chapel HyperGraph Library (CHGL) - HPC-class Hypergraphs in Chapel

Python binding for Reticula: the general purpose library for analysing static, temporal and hypergraph networks.

[EMNLP 2024] HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs

The general purpose library for analysing static, temporal and hypergraph networks.

Ollivier-Ricci Curvature for Hypergraphs: A Unified Framework (ICLR 2023)

Source code for VLDB 2020 paper "Hypergraph Motifs: Concepts, Algorithms, and Discoveries."

Attributed Stream Hypergraph

A simple python package for graph theory that supports multi-edges, hyper-edges, looped-edges and every other combination of these.

All the World's a (Hyper)Graph: A Data Drama (DSH 2023)

Source code for KAIS (2023) paper "Temporal Hypergraph Motifs" and ICDM 2021 paper "THyMe+: Temporal Hypergraph Motifs and Fast Algorithms for Exact Counting."

Hypergraph Case-Based Reasoning

Library for epidemics on hypergraphs

Data and source code for the paper "How choosing random-walk model and network representation matters for flow-based community detection in hypergraphs"

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

Optimized Gillespie Algorithms (OGA) for spreading processes on higher-order networks

Hyperedge Representations with Hypergraph Wavelets: Applications to Spatial Transcriptomics

embeddings for hyperedges in a hypergraph

Source code for WWW 2024 paper "VilLain: Self-Supervised Learning on Homogeneous Hypergraphs without Features via Virtual Label Propagation."