zhiyongc / Graph_Convolutional_LSTMLinks
Traffic Graph Convolutional Recurrent Neural Network
☆407Updated 5 years ago
Alternatives and similar repositories for Graph_Convolutional_LSTM
Users that are interested in Graph_Convolutional_LSTM are comparing it to the libraries listed below
Sorting:
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆419Updated 6 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆357Updated 6 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆499Updated 3 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆115Updated 6 years ago
- Spatio-Temporal Graph Convolutional Networks☆109Updated 6 years ago
- Code for our Spatiotemporal Dynamic Network☆293Updated 6 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆519Updated last year
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆417Updated 5 years ago
- graph wavenet☆723Updated 3 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆211Updated 2 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,133Updated last year
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆71Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆240Updated 6 years ago
- PyTorch implementation of STGCN☆76Updated 5 years ago
- Adaptive Graph Convolutional Recurrent Network☆399Updated last year
- DMVST-Net for AAAI 2018☆109Updated 4 years ago
- ☆49Updated 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…☆299Updated last year
- A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081☆111Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆692Updated 4 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆236Updated 5 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,332Updated 9 months ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆222Updated 4 years ago
- Reconstruction of DeepST☆106Updated 5 years ago
- ☆94Updated 3 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆144Updated 9 months ago
- Code snippets of ST-ResNet by PyTorch☆68Updated 5 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆59Updated 2 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆97Updated 3 years ago