LiuAoyu1998 / STIDGCNLinks
Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting
☆63Updated 3 weeks ago
Alternatives and similar repositories for STIDGCN
Users that are interested in STIDGCN are comparing it to the libraries listed below
Sorting:
- ☆38Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆111Updated 3 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆69Updated 10 months ago
- ☆66Updated 3 years ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆45Updated 2 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆90Updated 2 months ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆117Updated last year
- ☆43Updated 3 years ago
- ☆76Updated last year
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆178Updated last year
- A correlation information-based spatiotemporal network for traffic flow forecasting☆29Updated last year
- Display of data sets and core code in STCGCN☆23Updated 2 years ago
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆25Updated last month
- ☆15Updated last year
- ☆73Updated 2 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆25Updated 2 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆52Updated 9 months ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆83Updated this week
- A pytorch re-implementation of STFGNN☆27Updated 2 years ago
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆14Updated this week
- ☆22Updated last year
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆169Updated 2 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆179Updated 5 months ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Updated 4 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆162Updated last year
- ☆19Updated 3 years ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆35Updated this week
- The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".☆31Updated last year
- My personal PyTorch framework for multivariate time series forecasting.☆91Updated 3 months ago
- [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting☆16Updated 2 years ago