LMissher / STWaveLinks
[ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
☆93Updated 3 months ago
Alternatives and similar repositories for STWave
Users that are interested in STWave are comparing it to the libraries listed below
Sorting:
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆66Updated last month
- My personal PyTorch framework for multivariate time series forecasting.☆92Updated 3 months ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆84Updated 3 weeks ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆47Updated 6 months ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆47Updated 2 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆69Updated 11 months ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆179Updated last year
- A pytorch re-implementation of STFGNN☆27Updated 2 years ago
- ☆26Updated 2 years ago
- ☆38Updated 2 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆118Updated last year
- The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.☆26Updated 9 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆54Updated 9 months ago
- ☆25Updated last year
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆25Updated 2 years ago
- ☆22Updated last year
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆25Updated last month
- A correlation information-based spatiotemporal network for traffic flow forecasting☆29Updated last year
- ☆43Updated 3 years ago
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆14Updated 3 weeks ago
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆17Updated last year
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆179Updated 6 months ago
- PyTorch implementation of CaST, NeurIPS-23.☆34Updated 2 weeks ago
- The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".☆32Updated last year
- ☆73Updated 2 years ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Updated 4 years ago
- Spatial-Temporal Graph ODE Neural Network☆113Updated 3 years ago
- ☆49Updated 3 years ago
- Display of data sets and core code in STCGCN☆24Updated 2 years ago
- [IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"☆13Updated 8 months ago