HelmholtzAI-Consultants-Munich · lisa-sousa · Jul 24, 2026 · Jul 27, 2026 · Jul 27, 2026 · Jul 27, 2026
diff --git a/models/model_rf_breastcancer.pickle b/models/model_rf_breastcancer.pickle
diff --git a/models/model_rf_breastcancer_sel.pickle b/models/model_rf_breastcancer_sel.pickle
diff --git a/models/model_rf_housing.pickle b/models/model_rf_housing.pickle
diff --git a/models/model_rf_penguins.pickle b/models/model_rf_penguins.pickle
diff --git a/models/model_rf_wine.pickle b/models/model_rf_wine.pickle
diff --git a/models/model_rf_wine_sel.pickle b/models/model_rf_wine_sel.pickle
diff --git a/requirements_xai-for-cnn.txt b/requirements_xai-for-cnn.txt
@@ -1,3 +1,4 @@
+# Requires Python 3.12
 jupyter==1.1.1
 lime==0.2.0.1
 matplotlib==3.10.1

diff --git a/requirements_xai-for-random-forest.txt b/requirements_xai-for-random-forest.txt
@@ -1,3 +1,4 @@
+# Requires Python 3.12
 fgclustering==3.0.0
 jupyter==1.1.1
 lime==0.2.0.1

diff --git a/requirements_xai-for-transformer.txt b/requirements_xai-for-transformer.txt
@@ -1,8 +1,13 @@
+# Requires Python 3.12 (shap 0.52.0)
+datasets==5.0.1
 evaluate==0.4.3
 jupyter==1.1.1
 matplotlib==3.10.1
 opencv-python==4.11.0.86
+pandas==3.0.5
+requests==2.34.2
 sacrebleu==2.5.1
-torch==2.6.0 
-torchvision==0.21.0 
-transformers[torch]==4.51.3
+shap==0.52.0
+torch==2.6.0
+torchvision==0.21.0
+transformers[torch]==5.13.0
diff --git a/xai-for-cnn/5-Tutorial_SHAP_Images.ipynb b/xai-for-cnn/5-Tutorial_SHAP_Images.ipynb