LeiBAI / STG2SeqLinks
Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting
☆32Updated 5 years ago
Alternatives and similar repositories for STG2Seq
Users that are interested in STG2Seq are comparing it to the libraries listed below
Sorting:
- ☆25Updated 4 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆35Updated 3 years ago
- Code snippets of ST-ResNet by PyTorch☆69Updated 6 years ago
- Reconstruction of DeepST☆109Updated 5 years ago
- PyTorch implementation of STGCN☆77Updated 5 years ago
- Modifications to Graph Wavenet☆108Updated 5 years ago
- ☆42Updated 4 years ago
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆40Updated 3 years ago
- [IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network☆36Updated last year
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆72Updated 5 years ago
- Attentive Traffic Flow Machines☆58Updated 5 years ago
- [KDD 2021] Official Code of the paper "ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting"☆63Updated last year
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆98Updated 3 years ago
- ☆16Updated 2 years ago
- ☆125Updated 2 years ago
- ☆74Updated 2 years ago
- a easy pytorch implement of GeoMAN☆70Updated 2 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 5 years ago
- This is an implementation of a traffic speed predicition model.☆10Updated 3 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆35Updated 5 years ago
- PyTorch implementation of Diffusion Convolutional Recurrent Neural Network☆51Updated 5 years ago
- Spatial-Temporal Graph ODE Neural Network☆120Updated 3 years ago
- ☆13Updated 3 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆47Updated 4 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 3 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆34Updated 5 years ago
- Papers on Spatial-Temporal Graph Neural Networks☆26Updated 3 years ago
- ☆68Updated 3 years ago
- Graph Neural Network☆75Updated last year
- ☆49Updated 3 years ago