chnsh / DCRNN_PyTorch
Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch
☆487Updated 9 months ago
Alternatives and similar repositories for DCRNN_PyTorch:
Users that are interested in DCRNN_PyTorch are comparing it to the libraries listed below
- graph wavenet☆686Updated 3 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆387Updated 5 years ago
- Adaptive Graph Convolutional Recurrent Network☆387Updated last year
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆458Updated 3 years ago
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆288Updated last year
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆351Updated 6 years ago
- Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution, TKDD 2023☆296Updated 3 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆653Updated 3 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,275Updated 4 months ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆219Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆229Updated 5 years ago
- Traffic Graph Convolutional Recurrent Neural Network☆400Updated 5 years ago
- The PyTorch implementation of STGCN.☆566Updated last month
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆409Updated 5 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆202Updated last year
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆219Updated 3 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,139Updated 8 months ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆139Updated 4 months ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆244Updated last year
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆230Updated last year
- Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting☆548Updated 11 months ago
- PyTorch implementation of STGCN☆73Updated 5 years ago
- ☆853Updated last year
- Modifications to Graph Wavenet☆102Updated 5 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆134Updated last month
- Implementation of Graph Muti-Attention Network with PyTorch☆159Updated last year
- Code for our Spatiotemporal Dynamic Network☆290Updated 6 years ago
- ☆91Updated 2 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,069Updated last year
- ☆77Updated last year