panzheyi / ST-MetaNet
The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"
☆200Updated last year
Alternatives and similar repositories for ST-MetaNet:
Users that are interested in ST-MetaNet are comparing it to the libraries listed below
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆69Updated 3 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆219Updated 5 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 4 years ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆400Updated 5 years ago
- DMVST-Net for AAAI 2018☆107Updated 3 years ago
- Reconstruction of DeepST☆101Updated 5 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆217Updated 4 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆133Updated last month
- implementation of STGCN for traffic prediction in IJCAI2018☆110Updated 5 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆471Updated 6 months ago
- Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution, TKDD 2023☆290Updated 3 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆242Updated last year
- Code snippets of ST-ResNet by PyTorch☆61Updated 5 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆377Updated 5 years ago
- Code for our Spatiotemporal Dynamic Network☆283Updated 5 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆432Updated 2 years ago
- PyTorch implementation of STGCN☆71Updated 5 years ago
- A collection of research on spatio-temporal data mining☆147Updated 3 weeks ago
- ☆86Updated 2 years ago
- Tensorflow Implementation of GeoMAN, IJCAI-18☆142Updated 5 years ago
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆286Updated last year
- ☆46Updated 5 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆344Updated 6 years ago
- A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081☆108Updated 3 years ago
- Deep Learning for Spatio-Temporal Data☆67Updated 8 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆89Updated 3 years ago
- Modifications to Graph Wavenet☆99Updated 5 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆91Updated 2 years ago
- ☆22Updated 6 years ago