Tutorial about Graph Convolutional Network(GCN)
☆107Mar 8, 2021Updated 5 years ago
Alternatives and similar repositories for GNN
Users that are interested in GNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 分别使用三种图卷积做一个简单的交通流量预测模型。☆43Sep 5, 2020Updated 5 years ago
- ☆10Nov 25, 2022Updated 3 years ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆194Aug 1, 2022Updated 3 years ago
- ☆15Aug 21, 2023Updated 2 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆28Feb 23, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Node Classification using Graph Convolutional Networks☆14Jun 26, 2024Updated last year
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆116Nov 29, 2020Updated 5 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆728Jul 13, 2021Updated 4 years ago
- [Applied Intelligence] Principal Graph Embedding Convolutional Recurrent Network for Traffic Flow Prediction☆14May 7, 2022Updated 3 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆258Jul 1, 2021Updated 4 years ago
- AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY☆12Sep 6, 2023Updated 2 years ago
- ☆79Nov 26, 2023Updated 2 years ago
- source codes of TASSGN☆12Mar 11, 2024Updated 2 years ago
- This repository contains content related to 2D and 3D lane detection, as well as video lane detection. There are not only papers here, bu…☆13Sep 1, 2024Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆19Oct 31, 2023Updated 2 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆158Nov 11, 2020Updated 5 years ago
- ☆16Jul 11, 2022Updated 3 years ago
- [AAAI 2026] Official repository of the EMAformer paper: "EMAformer: Enhancing Transformer through Embedding Armor for Time Series Forecas…☆35Dec 3, 2025Updated 4 months ago
- ☆14Mar 27, 2023Updated 3 years ago
- Adaptive Graph Convolutional Recurrent Network☆429Feb 23, 2024Updated 2 years ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆28Aug 25, 2023Updated 2 years ago
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆40Dec 20, 2025Updated 3 months ago
- A pytorch re-implementation of STFGNN☆30Mar 8, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Traffic simulation with the Cell Transmission Model (CTM)☆19Nov 18, 2021Updated 4 years ago
- 比较 TCN、GRU、GCN、TGCN、 TCN+GCN 在 交通流量预测方面的准确率效果。☆143Jun 11, 2021Updated 4 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆83Jul 19, 2025Updated 8 months ago
- Layerwise Relevance Visualization in Convolutional Text Graph Classifiers☆11Jun 2, 2021Updated 4 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆289Oct 13, 2023Updated 2 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆228Jan 26, 2021Updated 5 years ago
- Official implement of RAHG: A Role-Aware Hypergraph Neural Network for Node Classification in Graphs.☆11Jul 5, 2024Updated last year
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆398Nov 9, 2020Updated 5 years ago
- A PyTorch implementation of the Attention Diffusion Network from "Structured Time Series Prediction without Structural Prior"☆14Jul 10, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆13Dec 29, 2021Updated 4 years ago
- ☆19Aug 20, 2023Updated 2 years ago
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,742Dec 23, 2025Updated 3 months ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆224Nov 15, 2025Updated 4 months ago
- ☆24Apr 14, 2024Updated last year
- 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
- Unofficial PyTorch implementation of the paper "Multi-Label Image Recognition with Graph Convolutional Networks"☆10Feb 19, 2023Updated 3 years ago