luokn / ms-gatLinks
Learning Multiaspect Traffic Couplings by Multirelational Graph Attention Networks for Traffic Prediction
☆14Updated 2 years ago
Alternatives and similar repositories for ms-gat
Users that are interested in ms-gat are comparing it to the libraries listed below
Sorting:
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆71Updated 4 years ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆86Updated 3 months ago
- An end-to-end deep learning model for spatial-temporal prediction☆35Updated 3 years ago
- Spatial-Temporal Graph ODE Neural Network☆117Updated 3 years ago
- [IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network☆36Updated 11 months ago
- Implementation of Graph Muti-Attention Network with PyTorch☆164Updated last year
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆69Updated 3 months ago
- ☆49Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆184Updated 8 months ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Updated 4 years ago
- ☆66Updated 3 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆29Updated last year
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆190Updated last year
- ☆39Updated 3 years ago
- ☆19Updated 5 years ago
- Implementation for MSDR☆25Updated 3 years ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆177Updated 3 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆69Updated last month
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆143Updated 5 months ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆255Updated last year
- ☆73Updated 2 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆126Updated last year
- Display of data sets and core code in STCGCN☆26Updated 2 years ago
- The official implementation of ChatTraffic.☆47Updated 7 months ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆219Updated 4 years ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆39Updated 3 months ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆235Updated 4 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆97Updated 3 years ago
- few-shot models for short-term traffic prediction☆17Updated 2 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆26Updated 2 years ago