Echo-Ji / ST-SSL_Dataset
The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".
☆30Updated last year
Alternatives and similar repositories for ST-SSL_Dataset:
Users that are interested in ST-SSL_Dataset are comparing it to the libraries listed below
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆172Updated 3 months ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆66Updated 8 months ago
- ☆49Updated 2 years ago
- ☆23Updated last year
- A correlation information-based spatiotemporal network for traffic flow forecasting☆28Updated last year
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆43Updated last year
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆38Updated 2 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆32Updated last year
- ☆64Updated 3 years ago
- ☆47Updated 2 years ago
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆57Updated 4 months ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆112Updated last year
- ☆71Updated 2 years ago
- ☆25Updated last year
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆41Updated 3 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆25Updated 2 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆82Updated 11 months ago
- ☆76Updated last year
- Official implementation for "Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equat…☆13Updated 2 months ago
- Spatial-Temporal Graph ODE Neural Network☆106Updated 3 years ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆155Updated 2 years ago
- ☆43Updated 2 years ago
- Multi-sensor traffic flow forecasting.☆13Updated 2 years ago
- ☆40Updated 2 years ago
- PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆15Updated 3 years ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆30Updated 3 months ago
- ☆20Updated 9 months ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆26Updated last year
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆21Updated 10 months ago
- The pytorch code of DGCN(TITS)☆53Updated 2 years ago