cvcoding / STGNN
STGNN model and others for comparison
☆10Updated last year
Alternatives and similar repositories for STGNN:
Users that are interested in STGNN are comparing it to the libraries listed below
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆126Updated 3 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆107Updated 4 years ago
- ☆48Updated 5 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆218Updated 4 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆67Updated 4 years ago
- A PyTorch implementation of T-GCN☆61Updated last year
- Graph Convolutional Adversarial Networks for Spatio-Temporal Anomaly Detection☆24Updated 2 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆220Updated 5 years ago
- PyTorch implementation of STGCN☆73Updated 5 years ago
- traffic-prediction using LSTM and GCN by pytorch☆55Updated 4 years ago
- Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.☆178Updated last year
- Papers on Spatial-Temporal Graph Neural Networks☆26Updated 2 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆89Updated 3 years ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆67Updated 2 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆202Updated 3 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆91Updated 2 years ago
- ☆62Updated 3 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆135Updated 4 years ago
- Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution, TKDD 2023☆290Updated 3 years ago
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆100Updated 3 years ago
- ☆76Updated last year
- Implementation of Graph Muti-Attention Network with PyTorch☆147Updated last year
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆41Updated 3 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆49Updated 2 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- Tutorial about Graph Convolutional Network(GCN)☆95Updated 3 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆378Updated 5 years ago
- Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction☆22Updated last year
- This repository provides an open source implementation of the Spatio-Temporal GAT introduced by Zhang et al in "Spatial-Temporal Graph At…☆88Updated 2 years ago
- ☆49Updated 2 years ago