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WeightDebiasing

Soft-MRS, a deboosting algorithm for sample weights debiasing.

Install Requirements

All requirements are listed in the requirements.txt file. The usage of a virtual environment is recommended.

python3 -m pip install -r requirements.txt

Download Data

Before you can perform the experiments, it is required to download the data sets from * and to extract them into /data .

Run Experiments

Folktables

./.sh 

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  • Jupyter Notebook 61.0%
  • Python 38.5%
  • Shell 0.5%