Merge pull request #21 from ruivieira/FAI-924

Update notebooks with TrustyAI 0.2.8

Author: ruivieira

README.md

@@ -9,10 +9,17 @@ You can run the example Jupyter notebooks using `mybinder.org`:
 
 - https://mybinder.org/v2/gh/trustyai-python/trustyai-explainability-python-examples/main?labpath=examples
 
+## Jupyter notebooks
 
-The Jupyter notebooks examples available are:
+Several example Jupyter notebooks are available.
+
+### Explainers
 
 - [Counterfactual explanations](examples/Counterfactuals.ipynb)
-* [LIME explanations](examples/Lime.ipynb)
-* [SHAP explanations](examples/SHAP.ipynb)
-* [PDP explanations](examples/PDP.ipynb) 
+- [LIME explanations](examples/Lime.ipynb)
+- [SHAP explanations](examples/SHAP.ipynb)
+- [PDP explanations](examples/PDP.ipynb) 
+
+### Fairness metrics
+
+- [Group fairness metrics](examples/GroupFairnessMetrics.ipynb)

examples/Counterfactuals.ipynb

@@ -1,7 +1,7 @@
-trustyai==0.2.7
+trustyai==0.2.8
 joblib==1.0.1
 jupyterlab==3.4.3
-pandas==1.3.5
+pandas==1.2.5
 scikit-learn==1.0.2
-xgboost==1.7.1
+xgboost==1.4.2
 matplotlib==3.5.1