Update README.md

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examples/README.md

@@ -8,7 +8,7 @@ This folder contains a collection of example ipython notebooks illustrating diff
 4. [Code for training deep models compatible with OxonFair](training_a_two_head_model/two_head_model_demo.py)
 5. [Levelling up](levelling_up.ipynb)
 6. Comparisons with FairLearn
-    a. A comparison using random forests and decision trees on the adult dataset. [Here](adult_fairlearn_comparision.ipynb)
-    b. A comparison using xgboost on medical data. [Here](high-dim_fairlearn_comparision.ipynb)
-    c. A comparison of run time using xgboost on multiple groups. [Here](multi_group_fairlearn_comparision.ipynb)
+   - A comparison using random forests and decision trees on the adult dataset. [Here](adult_fairlearn_comparision.ipynb)
+   - A comparison using xgboost on medical data. [Here](high-dim_fairlearn_comparision.ipynb)
+   - A comparison of run time using xgboost on multiple groups. [Here](multi_group_fairlearn_comparision.ipynb)
 7. A Comparision with [Fairret](./fairret.ipynb).