Adapting to the Stream: An Instance-Attention GNN Method for Irregular Multivariate Time Series Data

This code is for the paper: Adapting to the Stream: An Instance-Attention GNN Method for Irregular Multivariate Time Series Data

Requirements

First, set environment and install all necessary packages:

conda env create -r requirements.yaml

Run Imputation Tasks

Navigate to the scripts directory:

cd scripts
python3 run_imputation.py

Run Classification Tasks

cd scripts
python3 run_classification.py

Citation:

If you refer to the code, please cite this paper: