FairTear

FairTear is a tool to tear apart algorithm-dataset pairs to determine whether they are fair or not. Here is a demo. As ML becomes more and more widespread, understanding the underlying models becomes ever more necessary, and FairTears seeks to do this by exposing when biases are present in a model (i.e. using income level or race in making a decision).

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