GestaltCog

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.

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