Title: Federated Incomplete Tabular Data Prediction with Missing Complementarity

Introduction

This folder holds the source code of the proposed system DARN , including

• Model implementations (in ./models)
• Utility functions (in ./utils)
• Main algorithm (in ./train_DARN.py)

Requirements

To install requirements:

pip install -r requirements.txt

Dataset Description

All of the original datasets can refer to the links:

• Bank: https://archive.ics.uci.edu/dataset/222/bank+marketing
• Higgs: https://www.openml.org/search?type=data&status=active&id=23512&sort=runs
• Gas: https://archive.ics.uci.edu/dataset/322/gas+sensor+array+under+dynamic+gas+mixtures
• Covertype: https://archive.ics.uci.edu/dataset/31/covertype

Usage

• You can use scripts in run.sh to run all the experiments