Bounger2 / ST-CGCN
Display of data sets and core code in STCGCN
☆23Updated 2 years ago
Alternatives and similar repositories for ST-CGCN:
Users that are interested in ST-CGCN are comparing it to the libraries listed below
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆44Updated 2 years ago
- ☆13Updated 2 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆89Updated last month
- ☆38Updated 2 years ago
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆62Updated last week
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆23Updated last week
- A correlation information-based spatiotemporal network for traffic flow forecasting☆29Updated last year
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆13Updated last month
- ☆43Updated 2 years ago
- A pytorch re-implementation of STFGNN☆27Updated 2 years ago
- ☆73Updated 2 years ago
- AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY☆11Updated last year
- ☆15Updated last year
- ☆14Updated 2 years ago
- ☆25Updated last year
- This is a PyTorch implementation of STGAGRTN in the Spatial-Temporal Graph Attention Gated Recurrent Transformer Network for Traffic Flow…☆16Updated last year
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆81Updated 5 months ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Updated 3 years ago
- ASTGCN, LSTM, GCN LSTM with fused result from previous week, day, hour☆20Updated 2 years ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆18Updated 2 weeks ago
- Spatial-Temporal Graph ODE Neural Network☆109Updated 3 years ago
- ☆11Updated 5 months ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆32Updated 2 years ago
- ☆38Updated 3 years ago
- ☆21Updated 11 months ago
- ☆64Updated 3 years ago
- Improved Transformer based on Tensoflow implementation for traffic flow predictive modeling☆18Updated 2 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆50Updated 8 months ago
- This is an implementation of a traffic speed predicition model.☆10Updated 2 years ago
- ☆19Updated 3 years ago