LiuAoyu1998 / STIDGCNLinks
Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting
☆84Updated 6 months ago
Alternatives and similar repositories for STIDGCN
Users that are interested in STIDGCN are comparing it to the libraries listed below
Sorting:
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆21Updated 3 months ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆106Updated 8 months ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆208Updated 2 weeks ago
- ☆28Updated last year
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆48Updated 2 years ago
- ☆40Updated 2 years ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆40Updated 3 months ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆189Updated 3 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆133Updated last year
- A correlation information-based spatiotemporal network for traffic flow forecasting☆28Updated last year
- ☆67Updated 3 years ago
- ☆11Updated 11 months ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆91Updated 3 months ago
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆28Updated 7 months ago
- My personal PyTorch framework for multivariate time series forecasting.☆98Updated 2 weeks ago
- ☆19Updated 2 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆170Updated 2 years ago
- The code of AdpSTGCN: Adaptive Spatial Temporal Graph Convolutional Network for Traffic Forecasting☆15Updated last year
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆76Updated 4 months ago
- Spatial-Temporal Graph ODE Neural Network☆120Updated 3 years ago
- ☆74Updated 3 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆270Updated 2 years ago
- ☆11Updated 8 months ago
- The repo is the official implementation for the paper: [MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network for Long-Term T…☆21Updated 3 months ago
- ☆44Updated 3 years ago
- A pytorch re-implementation of STFGNN☆30Updated 2 years ago
- ☆19Updated 3 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆245Updated 4 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆195Updated 11 months ago
- ☆29Updated 2 years ago