Must-read papers on graph neural networks (GNN)
☆16,748Dec 20, 2023Updated 2 years ago
Alternatives and similar repositories for GNNPapers
Users that are interested in GNNPapers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Graph Neural Network Library for PyTorch☆23,692Apr 18, 2026Updated last week
- Python package built to ease deep learning on graph, on top of existing DL frameworks.☆14,267Jul 31, 2025Updated 8 months ago
- links to conference publications in graph-based deep learning☆5,050Feb 7, 2026Updated 2 months ago
- Paper Lists for Graph Neural Networks☆2,297Dec 29, 2023Updated 2 years ago
- Implementation of Graph Convolutional Networks in TensorFlow☆7,373Apr 14, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Repository for benchmarking graph neural networks (JMLR 2023)☆2,654Jun 22, 2023Updated 2 years ago
- Graph Convolutional Networks in PyTorch☆5,396Sep 20, 2020Updated 5 years ago
- A comprehensive collection of recent papers on graph deep learning☆3,079Dec 20, 2020Updated 5 years ago
- A collection of important graph embedding, classification and representation learning papers with implementations.☆4,804Mar 18, 2023Updated 3 years ago
- Representation learning on large graphs using stochastic graph convolutions.☆3,687Aug 4, 2024Updated last year
- Graph Attention Networks (https://arxiv.org/abs/1710.10903)☆3,522Apr 9, 2022Updated 4 years ago
- Must-read papers on network representation learning (NRL) / network embedding (NE)☆2,516Aug 3, 2020Updated 5 years ago
- Build Graph Nets in Tensorflow☆5,398Dec 12, 2022Updated 3 years ago
- 《深入浅出图神经网络：GNN原理解析》配套代码☆1,921Feb 24, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A list of recent papers about Graph Neural Network methods applied in NLP areas.☆905May 9, 2023Updated 2 years ago
- Papers on Graph neural network(GNN)☆767Sep 18, 2023Updated 2 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
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,082May 6, 2025Updated 11 months ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,721Feb 2, 2024Updated 2 years ago
- How Powerful are Graph Neural Networks?☆1,282Jul 1, 2021Updated 4 years ago
- Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)☆1,523Aug 29, 2021Updated 4 years ago
- Implementation and experiments of graph embedding algorithms.☆3,841Apr 18, 2026Updated last week
- CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)☆1,821Feb 1, 2024Updated 2 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.
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆159,742Updated this week
- A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).☆1,279Mar 18, 2023Updated 3 years ago
- PyTorch Tutorial for Deep Learning Researchers☆32,294Aug 15, 2023Updated 2 years ago
- GNN综述阅读报告☆925Aug 17, 2021Updated 4 years ago
- Generate embeddings from large-scale graph-structured data.☆3,458Mar 3, 2024Updated 2 years ago
- Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the mo…☆22,974Jul 28, 2024Updated last year
- An Open-Source Package for Knowledge Embedding (KE)☆4,036Jan 10, 2024Updated 2 years ago
- TensorFlow code and pre-trained models for BERT☆39,992Jul 23, 2024Updated last year
- 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
- 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.
- Must-read Papers on pre-trained language models.☆3,362Nov 6, 2022Updated 3 years ago
- Google Research☆37,778Updated this week
- Platform for designing and evaluating Graph Neural Networks (GNN)☆1,887Nov 10, 2023Updated 2 years ago
- A curated list of awesome self-supervised methods☆6,381Feb 24, 2026Updated 2 months ago
- A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.☆23,851Sep 1, 2025Updated 7 months ago
- A distributed graph deep learning framework.☆2,902Aug 19, 2023Updated 2 years ago
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.☆16,477Feb 1, 2026Updated 2 months ago