Adaptive Group Personalization for Federated Mutual Transfer Learning

This repository is the official implementation of Adaptive Group Personalization for Federated Mutual Transfer Learning.

Dependencies

• python 3.9
• numpy
• scikit-learn
• scipy

Demo Experiment

To run a demo experiment (generating data and learn with 5 methods), run:

./main_demo.sh

Main Synthetic Experiment

To run full experiment in the paper, run:

./main_full.sh

NOAA nClimDiv Experiment

To run NOAA nClimDiv real-world experiment in the paper, run:

./main_noaa.sh