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FedFairRec

Federated Fairness-aware Recommendation

0. Setup

Code environment:

> conda create -n bmrl python=3.9
> conda activate bmrl
> conda install -c anaconda ipykernel
> python -m ipykernel install --user --name bmrl --display-name "BMRL"
> conda install pytorch cudatoolkit=11.1 -c pytorch -c conda-forge 
> conda install -c conda-forge scikit-learn
> conda install -c conda-forge tqdm 
> conda install pandas
> conda install setprotitle

Hardware:

  • GPU: GeForce RTX 2080
  • Cuda 11.2

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  • Python 56.7%
  • Jupyter Notebook 40.5%
  • Shell 2.8%