wanhuaiyu / ASTGCN-r-pytorchLinks
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version
☆18Updated 2 years ago
Alternatives and similar repositories for ASTGCN-r-pytorch
Users that are interested in ASTGCN-r-pytorch are comparing it to the libraries listed below
Sorting:
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆50Updated 2 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆93Updated 4 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆220Updated 4 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆25Updated 2 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆234Updated 5 years ago
- Reconstruction of DeepST☆104Updated 5 years ago
- ☆76Updated last year
- ☆48Updated 5 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆167Updated 4 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆56Updated 2 years ago
- ☆73Updated 2 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆144Updated 4 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆130Updated 11 months ago
- ☆66Updated 3 years ago
- [This repo will NOT be maintained until further notice. Sorry for the inconvencience.] Baselines for Traffic Flow Prediction. (HA, ARIMA,…☆21Updated 4 years ago
- Code for the paper "Predicting origin-destination ride-sourcing demand with a spatio-temporal encoder-decoder residual multi-graph convol…☆15Updated 4 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆223Updated 3 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆31Updated 4 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆69Updated 4 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆32Updated 2 years ago
- ☆13Updated 7 years ago
- A Pytorch Implementation of STResNet, AAAI 2017☆22Updated 4 years ago
- ☆10Updated 4 years ago
- ☆49Updated 3 years ago
- The pytorch code of DGCN(TITS)☆54Updated 2 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆137Updated 3 months ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆245Updated last year
- Code snippets of ST-ResNet by PyTorch☆65Updated 5 years ago