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Tutorial Notebooks

This folder contains a collection of example ipython notebooks illustrating different use cases.

  1. Getting started with XGBoost
  2. Getting started with Autogluon
  3. Getting started with Deep Learning and Computer Vision
  4. Code for training deep models compatible with OxonFair
  5. Levelling up
  6. Comparisons with FairLearn
    • A comparison using random forests and decision trees on the adult dataset. Here
    • A comparison using xgboost on medical data. Here
    • A comparison of run time using xgboost on multiple groups. Here
  7. A Comparision with Fairret.