pengzhangzhi / spatial-temporal-transformerLinks
traffic flow prediction
☆26Updated 3 years ago
Alternatives and similar repositories for spatial-temporal-transformer
Users that are interested in spatial-temporal-transformer are comparing it to the libraries listed below
Sorting:
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆73Updated 5 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆100Updated 3 years ago
- ☆67Updated 4 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆174Updated 2 years ago
- The official code for "Spatial temporal transformer networks for traffic flow forecasting"☆112Updated 4 years ago
- Spatial-Temporal Graph ODE Neural Network☆124Updated 3 years ago
- [KDD 2021] Official Code of the paper "ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting"☆64Updated last year
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆60Updated 3 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆169Updated 4 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆196Updated last year
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Updated 4 years ago
- [TRC] PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆17Updated 4 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆74Updated 4 years ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆213Updated last month
- ☆19Updated 5 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆139Updated 2 years ago
- ☆44Updated 3 years ago
- ☆41Updated 3 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆35Updated 4 years ago
- ☆50Updated 3 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆158Updated 5 years ago
- ☆74Updated 3 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆224Updated 4 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆41Updated 5 years ago
- ☆16Updated 3 years ago
- Graph Neural Network☆76Updated last year
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆278Updated 2 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆47Updated 5 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆159Updated 9 months ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆108Updated 9 months ago