Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Graph Attention Network), which will continue to be updated in the future.
☆143Jun 11, 2023Updated 2 years ago
Alternatives and similar repositories for GNNs-for-Node-Classification
Users that are interested in GNNs-for-Node-Classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- data set for node classification task☆14Jan 31, 2020Updated 6 years ago
- Source code of NeurIPS 2022 paper “Co-Modality Graph Contrastive Learning for Imbalanced Node Classification”☆21Jan 15, 2023Updated 3 years ago
- NeurIPS 2022 - SHGP☆32Jul 27, 2023Updated 2 years ago
- ☆12May 31, 2024Updated last year
- Pytorch implementation of paper 'GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks' to appear on WSDM2021☆177Sep 14, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆11May 14, 2023Updated 2 years ago
- [WWW 2023] "Addressing Heterophily in Graph Anomaly Detection: A Perspective of Graph Spectrum" by Yuan Gao, Xiang Wang, Xiangnan He, Zhe…☆39Oct 17, 2023Updated 2 years ago
- ☆10Feb 22, 2023Updated 3 years ago
- [ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"☆66Jun 23, 2023Updated 2 years ago
- ☆29Jul 7, 2024Updated last year
- Pytorch implementation of various Graph Neural Networks (GNNs) for graph classification☆111Oct 3, 2020Updated 5 years ago
- 这是GraphSAGE模型在Cora、Citeseer、Pubmed数据集上的复现代码。语言：PyTorch☆27Jan 12, 2021Updated 5 years ago
- GripNet: Graph Information Propagation on Supergraph for Heterogeneous Graphs (PatternRecognit, 2023)☆16Mar 8, 2023Updated 3 years ago
- Example code to train a Graph Neural Network on the MNIST dataset in PyTorch for Digit Classification☆28Jan 6, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆128Oct 16, 2023Updated 2 years ago
- [NeurIPS 2024] Spiking Graph Neural Networks on Riemannian Manifolds☆20Oct 22, 2024Updated last year
- Motif-aware Riemannian Graph Neural Network with Generative-Contrastive Learning☆19Apr 15, 2024Updated 2 years ago
- codes of LEGNN for Semi-supervised Node Classification☆12Jun 1, 2022Updated 3 years ago
- Fraud detection using Graph Convolutional Networks☆13May 9, 2022Updated 3 years ago
- (ICLR 2022) Discovering Invariant Rationales for Graph Neural Networks☆133Jul 15, 2023Updated 2 years ago
- A framework of graph classification baselines which including TUDataset Loader, GNN models and visualization.☆16Jun 19, 2024Updated last year
- ☆18Dec 8, 2022Updated 3 years ago
- Revisiting, benchmarking, and refining Heterogeneous Graph Neural Networks.☆342Jul 28, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- "HomoGCL: Rethinking Homophily in Graph Contrastive Learning" in KDD'23☆14Jul 6, 2023Updated 2 years ago
- A pytorch implementation of graph transformer for node classification☆33May 3, 2023Updated 2 years ago
- PyTorch implementation of Pseudo-Riemannian Graph Convolutional Networks (NeurIPS'22))☆19Jul 5, 2024Updated last year
- [KDD'23] Learning Strong Graph Neural Networks with Weak Information☆44May 24, 2023Updated 2 years ago
- ☆39Dec 8, 2022Updated 3 years ago
- ☆31Aug 7, 2023Updated 2 years ago
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆20Feb 12, 2023Updated 3 years ago
- Framework for evaluating Graph Neural Network models on semi-supervised node classification task☆495Dec 5, 2018Updated 7 years ago
- ☆15Jul 26, 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.
- GNN模型在引文网络数据集上的代码，包括Cora、Citeseer、Pubmed、ogbn-arxiv☆11Mar 2, 2021Updated 5 years ago
- ☆18Nov 4, 2025Updated 5 months ago
- Codes for "Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks"☆43Mar 18, 2023Updated 3 years ago
- The Open Source Code For ICML 2023 Paper "Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-pron…☆15Jun 15, 2023Updated 2 years ago
- [AAAI'23] Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating☆54Nov 23, 2022Updated 3 years ago
- This is the pytorch implementation for TW-GAN.☆17Jun 10, 2022Updated 3 years ago
- PyTorch_Geometric实现的JK-Nets（Jumping Knowledge Network），其中也包括了baseline的GCN和GAT。数据集使用的「Cora、Citeseer、Pubmed」☆15Jan 23, 2021Updated 5 years ago