GitHub - QuantLet/2024-XAI-Intro: This is the repository for the talk Introduction to XAI, Summer School “Data Science for Sustainable Finance and Economics”, HTW Berlin, September 9-13, 2024

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This is the repository for the talk Introduction to XAI, Summer School “Data Science for Sustainable Finance and Economics”, HTW Berlin, September 9-13, 2024

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Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
1. Credit Risk Modeling.ipynb		1. Credit Risk Modeling.ipynb
2. Global Explanation Methods.ipynb		2. Global Explanation Methods.ipynb
3. LIME_SHAP_Counterfactual.ipynb		3. LIME_SHAP_Counterfactual.ipynb
Counterfactual.png		Counterfactual.png
Metainfo.txt		Metainfo.txt
beeswarm.png		beeswarm.png
feature_importance.png		feature_importance.png
hmeq.csv		hmeq.csv
knn.png		knn.png
lime_explanation.png		lime_explanation.png
partial_dependence.png		partial_dependence.png
reg_XGB.png		reg_XGB.png
shap_bars.png		shap_bars.png
shap_force_plot.html		shap_force_plot.html
shap_waterfall.png		shap_waterfall.png
surrogate_model.png		surrogate_model.png

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This is the repository for the talk Introduction to XAI, Summer School “Data Science for Sustainable Finance and Economics”, HTW Berlin, September 9-13, 2024

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