Merge pull request #33 from ruivieira/issue-29-tssaliency

ruivieira · web-flow · commit 01df9f4e1f8a · 2023-08-01T12:15:10.000+01:00
Add TSSaliency examples
diff --git a/README.md b/README.md
@@ -17,7 +17,15 @@ Several example Jupyter notebooks are available.
 - [LIME explanations](examples/Lime.ipynb)
 - [SHAP explanations](examples/SHAP.ipynb)
 - [PDP explanations](examples/PDP.ipynb) 
+- Time-series explainers
+  - [TSLime](examples/TSLime.ipynb)[^1]
+  - [TSSaliency](examples/TSSaliency.ipynb)[^1]
+  - [Time-series Individual Conditional Expectation (TSICE)](examples/TSICE.ipynb)[^1]
 
 ### Fairness metrics
 
-- [Group fairness metrics](examples/GroupFairnessMetrics.ipynb)
+- [Group fairness metrics](examples/GroupFairnessMetrics.ipynb)
+
+
+
+[^1]: These explainers require the extra dependencies, installed with `pip install trustyai[extras]`.
diff --git a/examples/TSSaliency.ipynb b/examples/TSSaliency.ipynb
diff --git a/requirements.txt b/requirements.txt
@@ -1,2 +1,3 @@
-trustyai==0.2.12
+trustyai==0.3.0
+trustyai[extras]==0.3.0
 jupyterlab~=3.5.3
