JinleiZhangBJTU / Conv-GCN
Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit
☆29Updated 4 years ago
Alternatives and similar repositories for Conv-GCN:
Users that are interested in Conv-GCN are comparing it to the libraries listed below
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆67Updated 4 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆89Updated 3 years ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆42Updated last year
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆49Updated 2 years ago
- [This repo will NOT be maintained until further notice. Sorry for the inconvencience.] Baselines for Traffic Flow Prediction. (HA, ARIMA,…☆19Updated 3 years ago
- ☆49Updated 2 years ago
- ☆16Updated 2 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆31Updated last year
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆53Updated 2 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆32Updated last year
- ☆70Updated 2 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆25Updated last year
- Code for the paper "Predicting origin-destination ride-sourcing demand with a spatio-temporal encoder-decoder residual multi-graph convol…☆15Updated 4 years ago
- ☆62Updated 3 years ago
- ☆48Updated 5 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- ☆36Updated 2 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆67Updated 3 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆27Updated 11 months ago
- ☆42Updated 2 years ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆25Updated 3 years ago
- The pytorch code of DGCN(TITS)☆52Updated 2 years ago
- Taxi Origin-Destination Demand Prediction☆53Updated 4 years ago
- ☆76Updated last year
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- Deep Learning for Spatio-Temporal Data☆67Updated 8 years ago
- Paper STGAT: Spatial-Temporal Graph Attention Networks for Traffic Flow Forecasting☆17Updated 3 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆40Updated 4 years ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆67Updated 2 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆81Updated 10 months ago