adult_process.ipynbprocessesdata/adult_og.csvto givedata/adult_processed.csv.adult_mst.ipynbprepares the graph for marginal cliques.adult_RF.ipynbcreates a model for later scoring use.adult_synth.ipynbtrains the data synthesizer based on marginal cliques.adult_fair.ipynbcalculates and compares the fairness scores of models on original dataset and synthetic datasets.
conda env create -f environment.yml
mkdir experiments/model experiments/tmp