AmitRoy7781 / USTGCN
[IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network
☆32Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for USTGCN
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆66Updated 4 years ago
- ☆16Updated 2 years ago
- ☆70Updated 2 years ago
- ☆40Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆95Updated 2 years ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆41Updated 3 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆40Updated 3 years ago
- ☆110Updated last year
- Implementation of Graph Muti-Attention Network with PyTorch☆143Updated last year
- ☆40Updated 2 years ago
- ☆13Updated 3 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆29Updated 4 years ago
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆34Updated 2 years ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆30Updated 4 years ago
- ☆52Updated 3 weeks ago
- Modifications to Graph Wavenet☆97Updated 4 years ago
- [PAKDD 2021] SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network☆28Updated 2 months ago
- ☆37Updated 3 years ago
- Attentive Traffic Flow Machines☆57Updated 4 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆34Updated last year
- An end-to-end deep learning model for spatial-temporal prediction☆33Updated 2 years ago
- ☆42Updated 2 years ago
- ☆26Updated 3 years ago
- This is an implementation of a traffic speed predicition model.☆10Updated 2 years ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆64Updated 2 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆107Updated 10 months ago
- Spatio-temporal graph neural network for predicting COVID-19 new cases in Korea.☆29Updated 2 years ago
- ☆9Updated last year
- Code snippets of ST-ResNet by PyTorch☆61Updated 5 years ago
- ☆20Updated 2 years ago