DawsonSilkenat / bias_framework

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Feature: specify debiasing methodologies to run in framework #1

Open tabiday opened 3 months ago

tabiday commented 3 months ago

Currently, the user doesn't know which debiasing methodologies are going to be run on their model, and cannot edit which methodologies to run. Instead of the framework running a set of unspecified debiasing methodologies, the "run_framework" method could accept a list of methodologies to run against the models.

tabiday commented 3 months ago

You could create a class for a debiasing methodology that takes a name to specify the implementation and a dictionary of input data. That allows the methodologies to be run in a loop over the list provided