zouguojian / STGINLinks
A Novel Spatio-Temporal Generative Inference Network for Predicting the Long-Term Highway Traffic Speed
☆17Updated 10 months ago
Alternatives and similar repositories for STGIN
Users that are interested in STGIN are comparing it to the libraries listed below
Sorting:
- Using to predict the highway traffic speed☆31Updated 3 months ago
- This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.☆26Updated last month
- A novel Encoder-Decoder model based on read-first LSTM for air pollutant prediction☆14Updated 3 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆38Updated last month
- ASTGCN, LSTM, GCN LSTM with fused result from previous week, day, hour☆20Updated 2 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆25Updated 2 years ago
- In this study, we propose an end-to-end deep learning model-RCL-Learning that integrates ResNet and ConvLSTM.☆16Updated 3 years ago
- ☆66Updated 3 years ago
- Welcome to quote our published papers, and the codes have been uploaded.☆18Updated last year
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆50Updated 2 years ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆47Updated 2 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆167Updated 4 years ago
- Improved Transformer based on Tensoflow implementation for traffic flow predictive modeling☆19Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆179Updated 6 months ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆144Updated 4 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆71Updated 4 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆245Updated last year
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆107Updated 3 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆31Updated 4 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆93Updated 3 months ago
- ☆38Updated 3 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆29Updated last year
- 比较 TCN、GRU、GCN、TGCN、 TCN+GCN 在 交通流量预测方面的准确率效果。☆136Updated 4 years ago
- [This repo will NOT be maintained until further notice. Sorry for the inconvencience.] Baselines for Traffic Flow Prediction. (HA, ARIMA,…☆21Updated 4 years ago
- curated baselines and evaluation metrics to benchmark the task traffic flow prediction☆28Updated 2 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆93Updated 4 years ago
- Paper STGAT: Spatial-Temporal Graph Attention Networks for Traffic Flow Forecasting☆18Updated 3 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆56Updated 2 years ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆37Updated 3 weeks ago
- ☆48Updated 5 years ago