AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting
☆447Feb 4, 2020Updated 6 years ago
Alternatives and similar repositories for STSGCN
Users that are interested in STSGCN are comparing it to the libraries listed below
Sorting:
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆228Jan 26, 2021Updated 5 years ago
- graph wavenet☆782Mar 14, 2022Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆723Jul 13, 2021Updated 4 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆524Apr 12, 2022Updated 3 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,385Dec 9, 2024Updated last year
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆426Jun 28, 2019Updated 6 years ago
- Adaptive Graph Convolutional Recurrent Network☆420Feb 23, 2024Updated 2 years ago
- ☆79Nov 26, 2023Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆126Jan 18, 2022Updated 4 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,192Apr 29, 2024Updated last year
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆545Jul 17, 2024Updated last year
- 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
- ☆73Nov 19, 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
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,746Sep 1, 2025Updated 6 months ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,199Aug 7, 2024Updated last year
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆329May 24, 2021Updated 4 years ago
- ☆921Jul 6, 2023Updated 2 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆367Dec 11, 2018Updated 7 years ago
- The PyTorch implementation of STGCN.☆655Apr 2, 2025Updated 11 months ago
- implementation of STGCN for traffic prediction in IJCAI2018☆115Jun 12, 2019Updated 6 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆24Nov 7, 2019Updated 6 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆142Dec 23, 2023Updated 2 years ago
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆253Mar 9, 2026Updated last week
- PeMS crawler☆15Jan 2, 2019Updated 7 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆287Oct 13, 2023Updated 2 years ago
- "Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022☆167Sep 14, 2024Updated last year
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆218Nov 15, 2025Updated 4 months ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆97Sep 2, 2025Updated 6 months ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆100Jul 18, 2022Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆200Dec 12, 2024Updated last year
- Implementation of Graph Muti-Attention Network with PyTorch☆175Nov 2, 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…☆315Nov 10, 2023Updated 2 years ago
- ☆19Apr 17, 2022Updated 3 years ago
- ☆40Mar 28, 2022Updated 3 years ago
- Modifications to Graph Wavenet☆110Dec 28, 2019Updated 6 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
- Traffic Graph Convolutional Recurrent Neural Network☆412Dec 11, 2019Updated 6 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