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Add support for OULAD

Open anupamamurthi opened this issue 3 years ago • 1 comments

https://analyse.kmi.open.ac.uk/open_dataset

anupamamurthi avatar Aug 27 '22 03:08 anupamamurthi

Tasks:

  • [ ] Ensure the license permits open source use.
  • [ ] 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.

nrkarthikeyan avatar Sep 15 '22 11:09 nrkarthikeyan