zhusuwen

Seattle-Loop-Data

GNN4Traffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

MIRACLE

ICCS_2021

Codebase for "SGAIN, WSGAIN-CP and WSGAIN-GP: Novel GAN Methods for Missing Data Imputation"

grin

Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)

GCRINT

Graph Convolutional Recurrent Neural Network for Network Traffic Imputation

STCPA

Official code for "Traffic Speed Imputation with Spatio-Temporal Attentions and Cycle-Perceptual Training" (CIKM'22).

GA-GAN

Traffic state data imputation

GAN-RNN_Timeseries-imputation

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.