YanJieWen / RPConvformerLinks
Improved Transformer based on Tensoflow implementation for traffic flow predictive modeling
☆23Updated 3 years ago
Alternatives and similar repositories for RPConvformer
Users that are interested in RPConvformer are comparing it to the libraries listed below
Sorting:
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆195Updated 11 months ago
- ☆39Updated 3 years ago
- The official code for "Spatial temporal transformer networks for traffic flow forecasting"☆106Updated 4 years ago
- The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".☆33Updated last year
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆157Updated 5 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆28Updated last year
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆185Updated 3 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆267Updated 2 years ago
- ☆67Updated 3 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆168Updated 4 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆105Updated 8 months ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆26Updated 2 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆170Updated 2 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆243Updated 4 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆72Updated 5 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆36Updated 2 years ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆207Updated last year
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆114Updated 4 years ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆48Updated 2 years ago
- Display of data sets and core code in STCGCN☆28Updated 3 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆50Updated 2 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆74Updated 4 years ago
- Using to predict the highway traffic speed☆35Updated 8 months ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆35Updated 5 years ago
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆40Updated 3 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆224Updated 4 years ago
- ☆27Updated 2 years ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆40Updated 2 months ago
- ☆21Updated last year
- This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.☆28Updated 6 months ago