VeriFair

Contains the code for the VeriFair algorithm proposed in https://arxiv.org/abs/1812.02573.

• Works with Python 3.6. Python dependencies are numpy, and (for the QuickDraw benchmark) tensorflow, magenta, and svgwrite.

• To run the FairSquare benchmarks, run

    $ cd python
    $ python -m verifair.main.fairsquare

• To run the FairSquare benchmarks with the path-specific causal fairness specification, run

    $ cd python
    $ python -m verifair.main.fairsquare_causal

• To run the FairSquare benchmarks with the QuickDraw benchmark, run

    $ cd python
    $ python -m verifair.main.quickdraw

• The C++ implementations of three FairSquare benchmarks are available in c/.