# Fairness

First, we should do the data preprocessing

```
python adult_prep.py
```

Then run the code with following command for baseline method:

```
python main_adult.py -e 20 -m mlp
```

Finally, run the code with following command for adversarial debiasing:

```
python main_adult.py -e 20 -m fair
```

The coefficient for the adversarial classification could be specified by the following command:

```
python main_adult.py -e 20 -m fair -u 5.0
```
 