XAI-tutorial

A comprehensive set of colab notebooks to showcase the principal differences among XAI techniques

Name		Name	Last commit message	Last commit date
.gitignore		.gitignore
GNN_LRP.ipynb		GNN_LRP.ipynb
Grad_CAM.ipynb		Grad_CAM.ipynb
LICENSE		LICENSE
LTN_NeSy_XAI.ipynb		LTN_NeSy_XAI.ipynb
README.md		README.md
SHapley_Additive_exPlanations_(SHAP)_for_Bipolar_Disease_Prediction.ipynb		SHapley_Additive_exPlanations_(SHAP)_for_Bipolar_Disease_Prediction.ipynb
TS4NLE.ipynb		TS4NLE.ipynb
Transformer_Interpret.ipynb		Transformer_Interpret.ipynb
XAI_Tutorial_DIverse_Counterfactual_Explanations_(DICE)_for_Bipolar_Disease_Prediction.ipynb		XAI_Tutorial_DIverse_Counterfactual_Explanations_(DICE)_for_Bipolar_Disease_Prediction.ipynb
XAI_Tutorial_notebooks_on_cells_Grad_CAM.ipynb		XAI_Tutorial_notebooks_on_cells_Grad_CAM.ipynb

Navigation Menu