iMoonLab / DeepHypergraph
A pytorch library for graph and hypergraph computation.
☆732Updated last year
Alternatives and similar repositories for DeepHypergraph:
Users that are interested in DeepHypergraph are comparing it to the libraries listed below
- Hypergraph Neural Networks (AAAI 2019)☆743Updated 2 years ago
- A curated list of Hypergraph Learning, Hypergraph Theory, Hypergraph Dataset and Hypergraph Tool.☆257Updated 2 months ago
- DHGNN source code for IJCAI19 paper: "Dynamic Hypergraph Neural Networks"☆251Updated 2 years ago
- ☆110Updated 3 years ago
- Papers about explainability of GNNs☆717Updated last month
- PyGCL: A PyTorch Library for Graph Contrastive Learning☆936Updated 9 months ago
- Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric☆827Updated last year
- Bag of Tricks for Graph Neural Networks.☆293Updated 9 months ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,666Updated last year
- GraphMAE: Self-Supervised Masked Graph Autoencoders in KDD'22☆510Updated 2 years ago
- [NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang…☆589Updated 9 months ago
- Hyperbolic Graph Convolutional Networks in PyTorch.☆617Updated 8 months ago
- Papers about graph transformers.☆872Updated last month
- NeurIPS 2019: HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs☆195Updated 4 years ago
- Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph☆441Updated last year
- This repository implements variational graph auto encoder by Thomas Kipf.☆405Updated 3 years ago
- Code for EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs☆558Updated 3 years ago
- gnn explainer☆947Updated 7 months ago
- Graph Auto-Encoder in PyTorch☆431Updated last year
- A curated list for awesome self-supervised learning for graphs.☆385Updated 2 years ago
- Revisiting, benchmarking, and refining Heterogeneous Graph Neural Networks.☆318Updated last year
- A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.☆646Updated last year
- Recipe for a General, Powerful, Scalable Graph Transformer☆731Updated 9 months ago
- The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classifica…☆303Updated last year
- Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020☆393Updated 10 months ago
- Strategies for Pre-training Graph Neural Networks☆1,001Updated last year
- Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding☆411Updated 4 years ago
- Heterogeneous Graph Neural Network☆1,129Updated 4 years ago
- Deep Graph Infomax (https://arxiv.org/abs/1809.10341)☆638Updated 2 years ago
- Reproduces the results of MinCutPool as presented in the 2020 ICML paper "Spectral Clustering with Graph Neural Networks for Graph Poolin…☆271Updated last month