RobinLu1209 / STGCN
Undergraduate graduation project: Spatial-Temporal Data Analysis based on Graph Convolution Network
☆24Updated 5 years ago
Alternatives and similar repositories for STGCN:
Users that are interested in STGCN are comparing it to the libraries listed below
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆66Updated 4 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- ☆49Updated 2 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆23Updated 5 years ago
- PyTorch implementation of STGCN☆70Updated 5 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆90Updated 2 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆26Updated last year
- implementation of STGCN for traffic prediction in IJCAI2018☆110Updated 5 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆89Updated 3 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆31Updated last year
- Repo for CrossTReS: Cross-city Transfer Learning for Traffic Prediction via Source Region Selection☆17Updated 2 years ago
- ☆16Updated 2 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆40Updated 4 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 2 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆29Updated 4 years ago
- ☆40Updated 2 years ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆25Updated 3 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆52Updated 2 years ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆32Updated 4 years ago
- Dynamic Switch-Attention Network☆21Updated 3 years ago
- PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆15Updated 3 years ago
- Spatial-Temporal Graph ODE Neural Network☆103Updated 3 years ago
- ☆70Updated 2 years ago
- ☆45Updated 5 years ago
- ☆22Updated 6 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆49Updated 2 years ago
- Reconstruction of DeepST☆100Updated 5 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆69Updated 3 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆40Updated 4 years ago