guoshnBJTU / ASTGCN-2019-pytorch
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version
☆650Updated 3 years ago
Alternatives and similar repositories for ASTGCN-2019-pytorch:
Users that are interested in ASTGCN-2019-pytorch are comparing it to the libraries listed below
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆387Updated 5 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆228Updated 5 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆455Updated 3 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆487Updated 9 months ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆409Updated 5 years ago
- Adaptive Graph Convolutional Recurrent Network☆387Updated last year
- graph wavenet☆684Updated 3 years ago
- The PyTorch implementation of STGCN.☆564Updated 3 weeks 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
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆216Updated 3 years ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆354Updated 4 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆219Updated 4 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆351Updated 6 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆143Updated 4 years ago
- Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution, TKDD 2023☆296Updated 3 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,067Updated 11 months ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆238Updated last year
- Summary of open source code for deep learning models in the field of traffic prediction☆260Updated 2 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆134Updated last month
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆109Updated 4 years ago
- Code for Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit☆189Updated 4 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,138Updated 8 months ago
- 交通流量预测项目在研，以下是本人学习过程中积累整理的资源，会持续更新☆223Updated 4 years ago
- Code for our Spatiotemporal Dynamic Network☆289Updated 5 years ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆162Updated 2 years ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,595Updated 3 weeks ago
- A PyTorch implementation of T-GCN☆62Updated 2 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆230Updated last year
- ☆77Updated last year
- Traffic Graph Convolutional Recurrent Neural Network☆399Updated 5 years ago