《深入浅出图神经网络：GNN原理解析》配套代码
☆1,916Feb 24, 2021Updated 5 years ago
Alternatives and similar repositories for GraphNeuralNetwork
Users that are interested in GraphNeuralNetwork are comparing it to the libraries listed below
Sorting:
- 图神经网络相关算法详述及实现☆909Nov 25, 2020Updated 5 years ago
- Must-read papers on graph neural networks (GNN)☆16,735Dec 20, 2023Updated 2 years ago
- 图神经网络整理☆601Aug 11, 2021Updated 4 years ago
- GNN综述阅读报告☆926Aug 17, 2021Updated 4 years ago
- Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.☆850Jan 11, 2023Updated 3 years ago
- Graph Neural Network Library for PyTorch☆23,565Updated this week
- Python package built to ease deep learning on graph, on top of existing DL frameworks.☆14,245Jul 31, 2025Updated 7 months ago
- resources for graph convolutional networks （图卷积神经网络相关资源）☆911Jul 12, 2019Updated 6 years ago
- Implementation of Graph Convolutional Networks in TensorFlow☆7,366Apr 14, 2023Updated 2 years ago
- Repository for benchmarking graph neural networks (JMLR 2023)☆2,650Jun 22, 2023Updated 2 years ago
- Graph Convolutional Networks in PyTorch☆5,397Sep 20, 2020Updated 5 years ago
- Paper Lists for Graph Neural Networks☆2,294Dec 29, 2023Updated 2 years ago
- Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)☆3,117Jul 6, 2023Updated 2 years ago
- Semi-supervised learning with graph embeddings☆946Mar 5, 2020Updated 6 years ago
- Implementation and experiments of graph embedding algorithms.☆3,840Mar 14, 2024Updated 2 years ago
- AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破…☆2,969Jan 20, 2025Updated last year
- 图神经网络(图卷积网络) 个人学习总结☆127Dec 22, 2022Updated 3 years ago
- Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x☆507Feb 10, 2026Updated last month
- PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.☆1,230Mar 28, 2025Updated 11 months ago
- Heterogeneous Graph Neural Network☆1,202May 6, 2020Updated 5 years ago
- CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)☆1,818Feb 1, 2024Updated 2 years ago
- links to conference publications in graph-based deep learning☆5,037Feb 7, 2026Updated last month
- Graph Attention Networks (https://arxiv.org/abs/1710.10903)☆3,505Apr 9, 2022Updated 3 years ago
- A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.☆681Oct 3, 2023Updated 2 years ago
- Representation learning on large graphs using stochastic graph convolutions.☆3,666Aug 4, 2024Updated last year
- The implement of GNN based on Pytorch☆209Jul 6, 2023Updated 2 years ago
- The learning of the GraphNeuralNetwork☆153Nov 21, 2019Updated 6 years ago
- AM-GCN: Adaptive Multi-channel Graph Convolutional Networks☆255Aug 25, 2020Updated 5 years ago
- TensorFlow implementations of Graph Neural Networks☆932Nov 28, 2022Updated 3 years ago
- How Powerful are Graph Neural Networks?☆1,276Jul 1, 2021Updated 4 years ago
- 图神经网络(GNN)学习笔记☆80Jun 15, 2021Updated 4 years ago
- An Industrial Graph Neural Network Framework☆1,340Jul 4, 2025Updated 8 months ago
- A list of recent papers about Graph Neural Network methods applied in NLP areas.☆907May 9, 2023Updated 2 years ago
- Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org☆1,187Jul 31, 2022Updated 3 years ago
- A collection of important graph embedding, classification and representation learning papers with implementations.☆4,805Mar 18, 2023Updated 3 years ago
- Materials for DGL hands-on tutorial in WWW 2020☆501Jun 21, 2021Updated 4 years ago
- Papers on Graph neural network(GNN)☆768Sep 18, 2023Updated 2 years ago
- 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。☆19,343Oct 14, 2021Updated 4 years ago
- Simple reference implementation of GraphSAGE.☆1,044May 11, 2020Updated 5 years ago