graphdeeplearning / graphtransformerLinks
Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.
☆987Updated 4 years ago
Alternatives and similar repositories for graphtransformer
Users that are interested in graphtransformer are comparing it to the libraries listed below
Sorting:
- Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)☆1,034Updated 2 years ago
- Recipe for a General, Powerful, Scalable Graph Transformer☆764Updated last year
- Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)☆674Updated 2 years ago
- Strategies for Pre-training Graph Neural Networks☆1,027Updated 2 years ago
- Papers about graph transformers.☆897Updated 4 months ago
- Graphormer is a general-purpose deep learning backbone for molecular modeling.☆2,315Updated last year
- Code for the paper "How Attentive are Graph Attention Networks?" (ICLR'2022)☆345Updated 3 years ago
- Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric☆853Updated last year
- gnn explainer☆985Updated 11 months ago
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,019Updated 2 months ago
- TGN: Temporal Graph Networks☆1,086Updated last year
- This repository implements variational graph auto encoder by Thomas Kipf.☆412Updated 3 years ago
- Platform for designing and evaluating Graph Neural Networks (GNN)☆1,819Updated last year
- PyGCL: A PyTorch Library for Graph Contrastive Learning☆944Updated last year
- Hyperbolic Graph Convolutional Networks in PyTorch.☆634Updated last year
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,682Updated last year
- Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric☆352Updated last month
- Papers about explainability of GNNs☆746Updated 3 months ago
- A library for graph deep learning research☆1,975Updated last year
- Hierarchical Graph Pooling with Structure Learning☆342Updated 4 years ago
- GraphMAE: Self-Supervised Masked Graph Autoencoders in KDD'22☆533Updated 2 years ago
- Pytorch Geometric Tutorials☆1,125Updated 2 years ago
- Deep Graph Infomax (https://arxiv.org/abs/1809.10341)☆646Updated 2 years ago
- [NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang…☆601Updated last year
- Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020☆394Updated last year
- Repository for benchmarking graph neural networks (JMLR 2023)☆2,611Updated 2 years ago
- Graph Auto-Encoder in PyTorch☆439Updated last year
- Python library assists deep learning on graphs☆561Updated last year
- A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).☆796Updated 2 years ago
- [NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch☆342Updated 2 years ago