FedCoPL

Code of the paper "Cooperative Pseudo Labeling for Unsupervised Federated Classification"

Requirements

Installation

Create a conda environment and install dependencies:

pip install -r requirements.txt

Dataset

We provide implementations on the DTD, RESISC45, UCF101, CUB, CIFAR-10, and CIFAR-100 datasets. To run the experiments, please download the datasets and place them in the dataset directory.

Usage

Here is an example to run FedCoPL:

nohup bash run-textPT_ALL.sh

Acknowledgement

We borrow some code from CPL