AmitRoy7781 / USTGCNLinks
[IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network
☆36Updated last year
Alternatives and similar repositories for USTGCN
Users that are interested in USTGCN are comparing it to the libraries listed below
Sorting:
- Spatial-Temporal Graph ODE Neural Network☆125Updated 4 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆73Updated 5 years ago
- ☆49Updated 3 years ago
- ☆74Updated 3 years ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆93Updated 4 months ago
- Implementation of Graph Muti-Attention Network with PyTorch☆174Updated 2 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆35Updated 4 years ago
- ☆125Updated 2 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆140Updated 2 years ago
- ☆46Updated 3 years ago
- ☆42Updated 4 years ago
- "Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022☆164Updated last year
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆50Updated 2 years ago
- ☆25Updated 4 years ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆32Updated 5 years ago
- Modifications to Graph Wavenet☆110Updated 6 years ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Updated 4 years ago
- Display of data sets and core code in STCGCN☆29Updated 3 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆100Updated 3 years ago
- [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".☆89Updated 3 years ago
- ☆67Updated 4 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆34Updated 5 years ago
- This is an implementation of a traffic speed predicition model.☆10Updated 3 years ago
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆40Updated 3 years ago
- ☆19Updated 3 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆78Updated 6 months ago
- Graph Neural Network☆76Updated last year
- Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)☆174Updated 3 years ago
- ☆19Updated 3 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆41Updated 2 years ago