lynnlee1229 / TrafficFlowPredictionResourcesLinks
交通流量预测项目在研，以下是本人学习过程中积累整理的资源，会持续更新
☆14Updated 4 years ago
Alternatives and similar repositories for TrafficFlowPredictionResources
Users that are interested in TrafficFlowPredictionResources are comparing it to the libraries listed below
Sorting:
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆240Updated 6 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆238Updated 4 years ago
- ☆73Updated 2 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆18Updated 2 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆222Updated 4 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆50Updated 2 years ago
- ☆77Updated last year
- [This repo will NOT be maintained until further notice. Sorry for the inconvencience.] Baselines for Traffic Flow Prediction. (HA, ARIMA,…☆21Updated 4 years ago
- The pytorch code of DGCN(TITS)☆55Updated 3 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆59Updated 2 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆26Updated 2 years ago
- ☆42Updated 3 years ago
- Tutorial about Graph Convolutional Network(GCN)☆102Updated 4 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆36Updated 2 years ago
- ☆13Updated 7 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆145Updated 6 months ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆311Updated 4 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆168Updated 4 years ago
- Code for the paper "Predicting origin-destination ride-sourcing demand with a spatio-temporal encoder-decoder residual multi-graph convol…☆15Updated 4 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆72Updated 4 years ago
- ☆49Updated 5 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆94Updated 4 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆114Updated 4 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆152Updated 4 years ago
- A collection of research on spatio-temporal data mining☆156Updated 8 months ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆181Updated 3 years ago
- ☆66Updated 3 years ago
- ☆14Updated 4 years ago