🚗 Implementation of spatio-temporal graph convolutional network with PyTorch
☆366Dec 11, 2018Updated 7 years ago
Alternatives and similar repositories for STGCN-PyTorch
Users that are interested in STGCN-PyTorch are comparing it to the libraries listed below
Sorting:
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,186Apr 29, 2024Updated last year
- PyTorch implementation of STGCN☆77Dec 27, 2019Updated 6 years ago
- Spatio-Temporal Graph Convolutional Networks☆111Apr 19, 2019Updated 6 years ago
- The PyTorch implementation of STGCN.☆650Apr 2, 2025Updated 11 months ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆542Jul 17, 2024Updated last year
- implementation of STGCN for traffic prediction in IJCAI2018☆115Jun 12, 2019Updated 6 years ago
- graph wavenet☆778Mar 14, 2022Updated 3 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,383Dec 9, 2024Updated last year
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆716Jul 13, 2021Updated 4 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆444Feb 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…☆526Apr 12, 2022Updated 3 years ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆425Jun 28, 2019Updated 6 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆227Jan 26, 2021Updated 5 years ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,739Sep 1, 2025Updated 6 months 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
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆327May 24, 2021Updated 4 years ago
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆315Nov 10, 2023Updated 2 years ago
- Code for our Spatiotemporal Dynamic Network☆292Apr 28, 2019Updated 6 years ago
- ☆74Nov 19, 2022Updated 3 years ago
- ☆922Jul 6, 2023Updated 2 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆215Jul 6, 2023Updated 2 years ago
- Adaptive Graph Convolutional Recurrent Network☆418Feb 23, 2024Updated 2 years ago
- Traffic Graph Convolutional Recurrent Neural Network☆412Dec 11, 2019Updated 6 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆74Oct 27, 2020Updated 5 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆159Nov 11, 2020Updated 5 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆160Mar 18, 2025Updated 11 months ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,194Aug 7, 2024Updated last year
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆252Aug 13, 2019Updated 6 years ago
- ☆67Jan 12, 2022Updated 4 years ago
- ☆42Mar 30, 2022Updated 3 years ago
- Code snippets of ST-ResNet by PyTorch☆70Oct 25, 2019Updated 6 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆100Jul 18, 2022Updated 3 years ago
- PyTorch implementation of Diffusion Convolutional Recurrent Neural Network☆52May 6, 2020Updated 5 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆526Nov 7, 2019Updated 6 years ago
- ☆47Sep 2, 2022Updated 3 years ago
- Modifications to Graph Wavenet☆110Dec 28, 2019Updated 6 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆35Jan 2, 2022Updated 4 years ago
- Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.☆271Oct 16, 2023Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆126Jan 18, 2022Updated 4 years ago