Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal graph convolutional network with PyTorch
☆159Nov 11, 2020Updated 5 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:
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆116Nov 29, 2020Updated 5 years ago
- The PyTorch implementation of STGCN.☆650Apr 2, 2025Updated 11 months ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆717Jul 13, 2021Updated 4 years ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆28Aug 25, 2023Updated 2 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
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,187Apr 29, 2024Updated last year
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,383Dec 9, 2024Updated last year
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆366Dec 11, 2018Updated 7 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,194Aug 7, 2024Updated last year
- ☆40Mar 28, 2022Updated 3 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆542Jul 17, 2024Updated last year
- ☆14May 28, 2023Updated 2 years ago
- ☆14Feb 22, 2024Updated 2 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
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆227Jan 26, 2021Updated 5 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆252Aug 13, 2019Updated 6 years ago
- ☆45May 27, 2022Updated 3 years ago
- graph wavenet☆778Mar 14, 2022Updated 3 years ago
- ☆19Jun 29, 2020Updated 5 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆115Jun 12, 2019Updated 6 years ago
- PyTorch implementation of STGCN☆77Dec 27, 2019Updated 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
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆327May 24, 2021Updated 4 years ago
- Adaptive Graph Convolutional Recurrent Network☆418Feb 23, 2024Updated 2 years ago
- ☆74Nov 19, 2022Updated 3 years ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,739Sep 1, 2025Updated 6 months ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆192Aug 1, 2022Updated 3 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆60Dec 5, 2022Updated 3 years ago
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆90May 13, 2025Updated 9 months ago
- ☆14Jul 11, 2022Updated 3 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆74Oct 27, 2020Updated 5 years ago
- Spatial-Temporal Graph ODE Neural Network☆126Jan 18, 2022Updated 4 years ago
- ☆49May 24, 2022Updated 3 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆96May 17, 2021Updated 4 years ago
- ☆79Nov 26, 2023Updated 2 years ago
- ☆49Nov 11, 2019Updated 6 years ago
- ☆16Nov 28, 2022Updated 3 years ago
- Tutorial about Graph Convolutional Network(GCN)☆106Mar 8, 2021Updated 4 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆198Dec 12, 2024Updated last year