A curated list of awesome Hypergraph Learning frameworks, libraries and software.
☆23Oct 6, 2023Updated 2 years ago
Alternatives and similar repositories for awesome-hypergraph-learning
Users that are interested in awesome-hypergraph-learning are comparing it to the libraries listed below
Sorting:
- Papers about hypergraph, their applications, and even similar ideas.☆20Nov 15, 2021Updated 4 years ago
- Code for Sheaf Hypergraph Networks paper☆23Mar 19, 2024Updated last year
- Heterogeneous Hypergraph Variational Autoencoder for Link Prediction (T-PAMI 2021)☆37Sep 8, 2021Updated 4 years ago
- KDD23 - Classification of Edge-Dependent Labels of Nodes in Hypergraphs☆19Jul 9, 2024Updated last year
- CIKM2022: source code for "hypergraph learning with line expansion" paper☆19May 19, 2023Updated 2 years ago
- Code for generative hypergraph clustering via modularity-like objective functions.☆26Jun 10, 2022Updated 3 years ago
- ☆14Jan 10, 2021Updated 5 years ago
- This is the GitHub repository for our ICLR22 paper: "You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks"☆104Jul 28, 2023Updated 2 years ago
- [NeurIPS'21] Higher-order Transformers for sets, graphs, and hypergraphs, in PyTorch☆67Nov 28, 2022Updated 3 years ago
- UniG-Encoder: A Universal Feature Encoder for Graph and Hypergraph Node Classification.☆13Jul 18, 2025Updated 7 months ago
- [ECCV'22] Equivariant Hypergraph Neural Networks, in PyTorch☆31Apr 11, 2023Updated 2 years ago
- Hypergraph representation learning: Hypergraph Networks with Hyperedge Neurons.☆45Oct 4, 2020Updated 5 years ago
- Source code and supplementary materials for paper "Multi-view Contrastive Learning Hypergraph Neural Network for Drug-Microbe-Disease Ass…☆17May 2, 2023Updated 2 years ago
- MuxViz: a tool for multilayer analysis and visualization of networks☆16Apr 10, 2018Updated 7 years ago
- ☆33May 12, 2023Updated 2 years ago
- Spitzers Architecture School Urban Lab for Unit 26. This repository explores designing and codifying urban systems from the bottom up in …☆14Mar 29, 2022Updated 3 years ago
- Code for Spatiotemporal Hypergraph Convolution Network for Stock Movement Forecasting☆43Jun 13, 2021Updated 4 years ago
- Published as a journal paper at DAMI 2023☆18Feb 11, 2025Updated last year
- Sheaves library for graph abstractions based on NetworkX☆14May 5, 2019Updated 6 years ago
- CAT-Walk is an inducive method that learns hyperedge representations via a novel higher-order random walk, SetWalk.☆20Oct 16, 2023Updated 2 years ago
- NeurIPS 2022 paper, SubHypergraph Inductive Neural nEtwork☆19Aug 4, 2023Updated 2 years ago
- Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare (IJCAI 2021)☆22May 5, 2021Updated 4 years ago
- Co-clustering Interactions via Attentive Hypergraph Neural Network (SIGIR 2022)☆26Sep 18, 2022Updated 3 years ago
- Codes for Paper: From Hypergraph Energy Functions to Hypergraph Neural Networks☆23Jun 29, 2023Updated 2 years ago
- Graph Neural Networks for Predicting Circuit Reliability Degradation. TCAD 2022☆24Dec 9, 2022Updated 3 years ago
- Many underlying relationships among data in several areas of science and engineering, e.g., computer vision, molecular chemistry, molecul…☆57Jan 30, 2024Updated 2 years ago
- ☆61Aug 5, 2024Updated last year
- SHT, KDD 2022☆54May 1, 2023Updated 2 years ago
- [NeurIPS 2022] "Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative" by Tianxin Wei, Yuning You, Tianlong Chen, Y…☆63Oct 23, 2022Updated 3 years ago
- ☆32Dec 2, 2023Updated 2 years ago
- DHGNN source code for IJCAI19 paper: "Dynamic Hypergraph Neural Networks"☆279Dec 8, 2022Updated 3 years ago
- Implementation of EMNLP2020 -- Be More with Less: Hypergraph Attention Networks for Inductive Text Classification☆115Jan 9, 2021Updated 5 years ago
- The source code of ICLR 2025 "Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?"☆38Jan 26, 2025Updated last year
- New Algorithms for Learning on Hypergraphs☆40Feb 20, 2022Updated 4 years ago
- ☆12Sep 19, 2022Updated 3 years ago
- ☆11May 16, 2025Updated 9 months ago
- Source code for IEEE TPAMI 2024 "Hypergraph-Based Multi-Modal Representation for Open-Set 3D Object Retrieval"☆39Feb 2, 2024Updated 2 years ago
- Code for running experiments and benchmarking on GNNExplainer: Generating Explanations for Graph Neural Networks☆15May 8, 2021Updated 4 years ago
- A pytorch library for graph and hypergraph computation.☆836Dec 31, 2025Updated 2 months ago