zhengdaoli / AGC-netLinks
AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY
☆11Updated last year
Alternatives and similar repositories for AGC-net
Users that are interested in AGC-net are comparing it to the libraries listed below
Sorting:
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆23Updated last month
- Display of data sets and core code in STCGCN☆25Updated 2 years ago
- ☆15Updated last year
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆56Updated 10 months ago
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆68Updated 2 months ago
- Time Series Forecasting with Dynamic Graph Modeling☆11Updated 4 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
- ☆38Updated 2 years ago
- ☆26Updated 2 years ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆26Updated last year
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆87Updated last month
- This is an implementation of a traffic speed predicition model.☆10Updated 2 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆98Updated 3 months ago
- SPGCL: Mining Spatio-Temporal Relations via Self-Paced Graph Contrastive Learning☆14Updated 2 years ago
- ☆16Updated last year
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆47Updated 2 years ago
- ☆44Updated 2 years ago
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆18Updated last year
- ☆13Updated 2 years ago
- [IJCAI'24] Official code for our paper "Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns …☆13Updated 2 weeks ago
- The official implementation of SDGL☆32Updated 11 months ago
- Spatial-Temporal Graph ODE Neural Network☆113Updated 3 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆29Updated last year
- The official implementation of ChatTraffic.☆44Updated 6 months ago
- ☆48Updated 3 years ago
- A pytorch re-implementation of STFGNN☆28Updated 2 years ago
- ☆19Updated 2 years ago
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆17Updated last month
- HSTGODE code☆9Updated last year
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆54Updated 11 months ago