Running the webapp locally¶
You can run the same webapp available online locally.
After installing Aequitas, run the following command in your terminal.
python -m serve
You should see th output:
* Running on http://127.0.0.1:5000/ (Press CTRL+C to quit)
browse ... button to select a properly formated csv. (see input data) Hit
these are automatically pulled out from the CSV
choose reference group
majority: for a given attribute use the majority group
min metric: for a given attribute use the group with the lowest scores as a baseline
custom group: pick groups to serve as reference
choose metrics you care about
False Positive Parity
False Negative Parity
choose fairness threshold