GestaltCog
GestaltCog Team “观沧”研究组, focus on Spatial-temporal Data Science and Technology, from Institute of Computing Technology, CAS
China
Pinned Repositories
AdapTraj
BasicTS
A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.
D2STGNN
Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.
DFDGCN
Dynamic frequency domain graph convolution for traffic prediction
DSformer
It is the code for the double sampling Transformer
GinAR
It is the code for the Graph Interpolation Attention Recursive Network
MGSFformer
It is the code for Multi-Granularity Spatiotemporal Fusion Transformer
Ship_Classification_Moored
STEP
Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.
STID
Code for our CIKM'22 paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.
GestaltCog's Repositories
GestaltCogTeam/BasicTS
A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.
GestaltCogTeam/STEP
Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.
GestaltCogTeam/STID
Code for our CIKM'22 paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.
GestaltCogTeam/D2STGNN
Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.
GestaltCogTeam/DSformer
It is the code for the double sampling Transformer
GestaltCogTeam/GinAR
It is the code for the Graph Interpolation Attention Recursive Network
GestaltCogTeam/DFDGCN
Dynamic frequency domain graph convolution for traffic prediction
GestaltCogTeam/Ship_Classification_Moored
GestaltCogTeam/AdapTraj
GestaltCogTeam/MGSFformer
It is the code for Multi-Granularity Spatiotemporal Fusion Transformer
GestaltCogTeam/.github