tkipf / pygcnLinks
Graph Convolutional Networks in PyTorch
☆5,374Updated 5 years ago
Alternatives and similar repositories for pygcn
Users that are interested in pygcn are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)☆3,079Updated 2 years ago
- Graph Attention Networks (https://arxiv.org/abs/1710.10903)☆3,450Updated 3 years ago
- Implementation of Graph Convolutional Networks in TensorFlow☆7,325Updated 2 years ago
- Repository for benchmarking graph neural networks (JMLR 2023)☆2,634Updated 2 years ago
- Representation learning on large graphs using stochastic graph convolutions.☆3,613Updated last year
- Paper Lists for Graph Neural Networks☆2,279Updated last year
- links to conference publications in graph-based deep learning☆4,980Updated last month
- resources for graph convolutional networks (图卷积神经网络相关资源)☆906Updated 6 years ago
- Implementation of Graph Auto-Encoders in TensorFlow☆1,714Updated 5 years ago
- How Powerful are Graph Neural Networks?☆1,255Updated 4 years ago
- Graph Convolutional Networks (GCNs)☆919Updated 7 years ago
- Python package built to ease deep learning on graph, on top of existing DL frameworks.☆14,114Updated 3 months ago
- A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).☆1,272Updated 2 years ago
- PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.☆1,216Updated 7 months ago
- Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering☆1,362Updated 5 years ago
- Semi-supervised learning with graph embeddings☆937Updated 5 years ago
- Simple reference implementation of GraphSAGE.☆1,035Updated 5 years ago
- Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org☆1,180Updated 3 years ago
- PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.☆1,451Updated 3 years ago
- Implementation and experiments of graph embedding algorithms.☆3,825Updated last year
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,048Updated 6 months ago
- CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)☆1,804Updated last year
- 《深入浅出图神经网络:GNN原理解析》配套代码☆1,889Updated 4 years ago
- Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)☆1,059Updated 2 years ago
- Heterogeneous Graph Neural Network☆1,178Updated 5 years ago
- Graph Neural Network Library for PyTorch☆23,104Updated this week
- GNN综述阅读报告☆922Updated 4 years ago
- Graph Convolutional Networks for Text Classification. AAAI 2019☆1,381Updated 3 years ago
- Papers on Graph neural network(GNN)☆768Updated 2 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,694Updated last year