[ECML PKDD 2025] FedTDD

This is the repository for Federated Time Series Generation on Feature and Temporally Misaligned Data. The backbone model of FedTDD is based on Diffusion-TS.

Getting Started

Follow the steps below to set up the environment.

cd FedTDD/
python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt

Label the data.

bash run_label.sh

Run all experiments.

bash run.sh