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Add support for "default of credit card clients Data Set" #349

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@anupamamurthi

Description

https://archive.ics.uci.edu/ml/datasets/default%2Bof%2Bcredit%2Bcard%2Bclients

Potential Tasks:

  • Ensure the license permits open source us
  • Verify that this dataset is appropriate for fairness tasks and subset it accordingly (removing un-necessary columns etc.)
  • Ensure we have instance level records with protected attributes and outcomes
  • First create sklearn-compatible dataset (dataframe) and an appropriate "classic" dataset (second priority)
  • Create a simple notebook where the dataset is consumed and simple fairness measures and computed at least.
  • DO NOT download and incorporate the data, rather include a function that will do this since data is not hosted in AIF360.

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