resources for graph convolutional networks (图卷积神经网络相关资源)
☆912Jul 12, 2019Updated 6 years ago
Alternatives and similar repositories for awesome-gcn
Users that are interested in awesome-gcn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.☆1,453Dec 31, 2021Updated 4 years ago
- A tutorial on Graph Convolutional Neural Networks☆318Oct 8, 2020Updated 5 years ago
- Must-read papers on graph neural networks (GNN)☆16,740Dec 20, 2023Updated 2 years ago
- 《深入浅出图神经网络:GNN原理解析》配套代码☆1,920Feb 24, 2021Updated 5 years ago
- Implementation of Graph Convolutional Networks in TensorFlow☆7,368Apr 14, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Graph Convolutional Networks (GCNs)☆919Feb 9, 2018Updated 8 years ago
- 图神经网络相关算法详述及实现☆909Nov 25, 2020Updated 5 years ago
- Graph Convolutional Networks in PyTorch☆5,396Sep 20, 2020Updated 5 years ago
- Paper Lists for Graph Neural Networks☆2,297Dec 29, 2023Updated 2 years ago
- 图神经网络整理☆603Aug 11, 2021Updated 4 years ago
- bert nlp papers, applications and github resources, including the newst xlnet , BERT、XLNet 相关论文和 github 项目☆1,845Mar 21, 2021Updated 5 years ago
- 图卷积神经网络 Graph Convolutional Network with Keras☆165Mar 24, 2023Updated 3 years ago
- Graph Convolutional Networks for Text Classification. AAAI 2019☆1,392Dec 29, 2021Updated 4 years ago
- Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org☆1,190Jul 31, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Graph Neural Network Library for PyTorch☆23,669Apr 8, 2026Updated last week
- ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks☆291Mar 24, 2023Updated 3 years ago
- A list of recent papers about Graph Neural Network methods applied in NLP areas.☆905May 9, 2023Updated 2 years ago
- Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org☆629Jan 23, 2020Updated 6 years ago
- Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)☆3,120Jul 6, 2023Updated 2 years ago
- 图神经网络(图卷积网络) 个人学习总结☆129Dec 22, 2022Updated 3 years ago
- Python package built to ease deep learning on graph, on top of existing DL frameworks.☆14,265Jul 31, 2025Updated 8 months ago
- Keras implementation of Graph Convolutional Networks☆794Apr 19, 2021Updated 4 years ago
- Graph Convolution Network for PyTorch☆407May 2, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- GPF(Graph Processing Flow):利用图神经网络处理问题的一般化流程☆91Nov 4, 2018Updated 7 years ago
- Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]☆136May 18, 2021Updated 4 years ago
- Graph Attention Networks (https://arxiv.org/abs/1710.10903)☆3,517Apr 9, 2022Updated 4 years ago
- official implementation for the paper "Simplifying Graph Convolutional Networks"☆849Dec 13, 2021Updated 4 years ago
- links to conference publications in graph-based deep learning☆5,046Feb 7, 2026Updated 2 months ago
- A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).☆806Nov 6, 2022Updated 3 years ago
- Keras-based implementation of Relational Graph Convolutional Networks☆817Jul 2, 2019Updated 6 years ago
- A comprehensive collection of recent papers on graph deep learning☆3,080Dec 20, 2020Updated 5 years ago
- PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.☆1,229Mar 28, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Papers on Graph neural network(GNN)☆767Sep 18, 2023Updated 2 years ago
- A collection of important graph embedding, classification and representation learning papers with implementations.☆4,804Mar 18, 2023Updated 3 years ago
- 使用 tensorflow2.0 实现图卷积神经网络GCN☆21Nov 19, 2020Updated 5 years ago
- Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)☆435Mar 22, 2022Updated 4 years ago
- Implemented a GNN for classification tasks in PyTorch, combining Graph Convolutions and Graph Pooling layers☆33Feb 7, 2019Updated 7 years ago
- Code of the paper Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling☆15Nov 15, 2020Updated 5 years ago
- A blog for understanding graph neural network☆489Mar 25, 2020Updated 6 years ago