Pinned Repositories
ASTGCN
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019
ASTGCN-r-pytorch
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version
deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
eICU-GNN-LSTM
This repository contains the code used for Predicting Patient Outcomes with Graph Representation Learning (https://arxiv.org/abs/2101.03940).
GMAN
GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAAI-2020.
GMAN-PyTorch
Implementation of Graph Muti-Attention Network with PyTorch
GNND
Graph_Convolutional_LSTM
Traffic Graph Convolutional Recurrent Neural Network
Inductive-representation-learning-on-temporal-graphs
learning-sql
Learning SQL Through Doing
cassia151's Repositories
cassia151/learning-sql
Learning SQL Through Doing
cassia151/ASTGCN
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019
cassia151/ASTGCN-r-pytorch
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version
cassia151/deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
cassia151/eICU-GNN-LSTM
This repository contains the code used for Predicting Patient Outcomes with Graph Representation Learning (https://arxiv.org/abs/2101.03940).
cassia151/GMAN
GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAAI-2020.
cassia151/GMAN-PyTorch
Implementation of Graph Muti-Attention Network with PyTorch
cassia151/GNND
cassia151/Graph_Convolutional_LSTM
Traffic Graph Convolutional Recurrent Neural Network
cassia151/Inductive-representation-learning-on-temporal-graphs
cassia151/MTGNN
cassia151/pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
cassia151/raildelays-public
reference for thesis
cassia151/spatio-temporal-paper-list
Spatio-temporal modeling 论文列表（主要是graph convolution相关)
cassia151/ST-GRAT
The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Road Speed
cassia151/STAN
STAN: spatio-temporal attention network for pandemic prediction using real-world evidence
cassia151/STG2Seq
Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting
cassia151/STGAT
Implementation of Spatial-Temporal Graph Attention Networks for Traffic Flow Forecasting(for IJCAI 2020)
cassia151/STGAT-1
STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction
cassia151/STGCN_IJCAI-18
Spatio-Temporal Graph Convolutional Networks
cassia151/T-GCN
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method
cassia151/temporal-mgn
Repo containing the code for the Temporal Multiresolution Graph Network
cassia151/tgn
TGN: Temporal Graph Networks