VincLee8188 / Spatio-temporal-forecasting-PyTorchLinks
Leverage on recent advances in graph convolution and sequence modeling to design neural networks for spatio-temporal forecasting, which including the use of graph convolutional neural networks, gated recurrent units and transformers.
☆26Updated 5 years ago
Alternatives and similar repositories for Spatio-temporal-forecasting-PyTorch
Users that are interested in Spatio-temporal-forecasting-PyTorch are comparing it to the libraries listed below
Sorting:
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆100Updated 3 years ago
- PyTorch implementation of STGCN☆77Updated 6 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
- ☆67Updated 4 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆73Updated 5 years ago
- Spatial-Temporal Graph ODE Neural Network☆124Updated 3 years ago
- Discrete Graph Structure Learning for Forecasting Multiple Time Series, ICLR 2021.☆179Updated 4 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆174Updated 2 years ago
- PyTorch implementation of Diffusion Convolutional Recurrent Neural Network☆52Updated 5 years ago
- A PyTorch implementation of T-GCN☆64Updated 2 years ago
- ☆44Updated 3 years ago
- ☆74Updated 3 years ago
- Code snippets of ST-ResNet by PyTorch☆70Updated 6 years ago
- [KDD 2021] Official Code of the paper "ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting"☆64Updated last year
- Modifications to Graph Wavenet☆110Updated 6 years ago
- ☆42Updated 4 years ago
- Spatial-Temporal Self-Attention Network☆25Updated 4 years ago
- ☆41Updated 3 years ago
- ☆49Updated 3 years ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆32Updated 5 years ago
- [CIKM 2023] This is the official source code of "TrendGCN: Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal E…☆50Updated 2 years ago
- Adaptive Graph Convolutional Recurrent Network☆416Updated last year
- ST-GAT: Spatio-Temporal Graph Attention Network for TrafficFlow Prediction☆20Updated 3 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆169Updated 4 years ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆77Updated 3 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆159Updated 9 months ago
- ☆46Updated 3 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆35Updated 4 years ago
- ☆50Updated 3 years ago
- Spatiotemporal graph convolutional network for wind speed prediction.☆40Updated 9 months ago