XAI-tutorial

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

Name		Name	Last commit message	Last commit date
Latest commit History 15 Commits
.gitignore		.gitignore
GCExplainer.ipynb		GCExplainer.ipynb
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

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