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42 search results found

Hypergraph Neural Networks (AAAI 2019)

Graphbrain ⭐ 551

Language, Knowledge, Cognition

Cleora AI is a general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data.

Hypernetx ⭐ 430

Python package for hypergraph analysis and visualization.

Kahypar ⭐ 368

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 ⭐ 259

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

Tokengt ⭐ 209

[NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch

Setreplace ⭐ 165

Wolfram Language Package for exploring Set and Hypergraph Substitution Systems

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

Hypergraphx ⭐ 145

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

Awesome Hypergraph Network ⭐ 121

A curated list of Hypergraph Learning, Hypergraph Theory, Hypergraph Dataset and Hypergraph Tool.

Toponetx ⭐ 102

Computing on Topological Domains

Mt Kahypar ⭐ 78

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.

single-cell Hi-C, scHi-C, Hi-C, 3D genome, nuclear organization, hypergraph

Hypergcn ⭐ 48

NeurIPS 2019: HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs

Perfecthash ⭐ 46

A performant, parallel, probabilistic, random acyclic-graph, low-latency, perfect hash generation library.

Hyper Sagnn ⭐ 45

hypergraph representation learning, graph neural network

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

Hypergraph ⭐ 40

Hypergraph Rewriting System

Hypergraph Matching ⭐ 34

Code of the paper "Game theoretic hypergraph matching for multi-source image correspondences". [论文代码] 超图匹配和多源图像特征点匹配。

Codebase ⭐ 26

The jBPT code library is a compendium of technologies that support research on design, execution, and evaluation of business processes. The library offers a broad range of basis analysis and utility functionality and, due to its open publishing model, can easily be extended.

multiway chromatin interaction, 3D genome, single-nucleus

Deep Hyperedges ⭐ 17

New Algorithms for Learning on Hypergraphs

Awesome Higherordergraph ⭐ 17

Collection of papers relating data-driven higher-order graph/networks researches.

Hypergraphlib ⭐ 16

C++ Hypergraph modelling Library using Boost and OpenMP with some algorithms, including isomorphism using Gecode.

Visualsc ⭐ 16

A simplicial complex and hypergraph visualization tool similar to Graphviz.

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

Reticula Python ⭐ 14

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

[ECCV'22] Equivariant Hypergraph Neural Networks, in PyTorch

Reticula ⭐ 13

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

D3 Hypergraph ⭐ 11

implement hypergraphs on D3 force layout

Official resources of "DHGE: Dual-view Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity Typing" (AAAI 2023).

Attributed Stream Hypergraph

Awesome Hypergraph Learning ⭐ 8

A curated list of awesome Hypergraph Learning frameworks, libraries and software.

Hypercontagion ⭐ 7

Library for epidemics on hypergraphs

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

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

Hypergraphs for breakfast

Python 3 data structure -- (hyper)graph of function

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

📬 Socio-economic network and hypergraph statistics in R

Hypergraph ⭐ 5

Utilities for cospans, wiring diagrams, frobenius algebras , spans, en operads and petri nets along with more basic utilities for morphisms in (symmetric) monoidal categories, flavors of FinSet, operads and nicely presented monoids

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Graph Hypergraph (23)

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