guokan987 / HGCNView external linksLinks
The code of AAAI2021 paper of HGCN for Traffic Forecasting
☆100Jul 18, 2022Updated 3 years ago
Alternatives and similar repositories for HGCN
Users that are interested in HGCN are comparing it to the libraries listed below
Sorting:
- The pytorch code of DGCN(TITS)☆56Jul 18, 2022Updated 3 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆226Jan 26, 2021Updated 5 years ago
- ☆74Nov 19, 2022Updated 3 years ago
- ☆42Mar 30, 2022Updated 3 years ago
- Adaptive Graph Convolutional Recurrent Network☆417Feb 23, 2024Updated last year
- ☆50May 17, 2022Updated 3 years ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Jun 3, 2021Updated 4 years ago
- Spatial-Temporal Graph ODE Neural Network☆125Jan 18, 2022Updated 4 years ago
- ☆67Jan 12, 2022Updated 4 years ago
- ☆14Aug 18, 2021Updated 4 years ago
- ☆49May 24, 2022Updated 3 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆74Oct 27, 2020Updated 5 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,192Aug 7, 2024Updated last year
- Multi-sensor traffic flow forecasting.☆14Jul 23, 2022Updated 3 years ago
- ☆13Mar 29, 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…☆255Jul 1, 2021Updated 4 years ago
- graph wavenet☆779Mar 14, 2022Updated 3 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆35Jan 2, 2022Updated 4 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆442Feb 4, 2020Updated 6 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆522Apr 12, 2022Updated 3 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆322May 24, 2021Updated 4 years ago
- ☆16Nov 28, 2022Updated 3 years ago
- ☆126Jun 8, 2023Updated 2 years ago
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆312Nov 10, 2023Updated 2 years ago
- PyTorch implementation of Diffusion Convolutional Recurrent Neural Network☆52May 6, 2020Updated 5 years ago
- "Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022☆165Sep 14, 2024Updated last year
- ☆11Mar 30, 2022Updated 3 years ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆424Jun 28, 2019Updated 6 years ago
- Discrete Graph Structure Learning for Forecasting Multiple Time Series, ICLR 2021.☆180Nov 30, 2021Updated 4 years ago
- 本仓库包含:时空数据处理、预测领域的相关论文;相关数据集;专家学者信息☆14Apr 20, 2021Updated 4 years ago
- This is the official release code of AAAI2023 accepted paper: "Causal Conditional Hidden Markov Model for Multimodal Traffic Prediction"☆12Nov 23, 2022Updated 3 years ago
- ☆19Jun 29, 2020Updated 5 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆250Jul 27, 2023Updated 2 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆152Updated this week
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆215Jul 6, 2023Updated 2 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆719Jul 13, 2021Updated 4 years ago
- [IJCAI'24] Official code for our paper "Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns …☆14Jul 3, 2025Updated 7 months ago
- Code for the paper "Predicting origin-destination ride-sourcing demand with a spatio-temporal encoder-decoder residual multi-graph convol…☆15Nov 26, 2020Updated 5 years ago
- 基于塔顶摄像头的能见度反算项目☆15Feb 22, 2024Updated last year