Explainable AI concepts

Sources and References:

gianfagna_l_di_cecco_a_explainable_ai_with_python (https://link.springer.com/book/10.1007/978-3-030-68640-6)

Name		Name	Last commit message	Last commit date
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1_Wine_quality.ipynb		1_Wine_quality.ipynb
2_Flower_types.ipynb		2_Flower_types.ipynb
3_Titanic.ipynb		3_Titanic.ipynb
4_Fifa_2018.ipynb		4_Fifa_2018.ipynb
4_PDP_other_example.ipynb		4_PDP_other_example.ipynb
5_Fifa_2018_SHAP.ipynb		5_Fifa_2018_SHAP.ipynb
6_taxi.ipynb		6_taxi.ipynb
7_Occlusions_cat_dogs.ipynb		7_Occlusions_cat_dogs.ipynb
README.md		README.md
Wine_quality.ipynb		Wine_quality.ipynb
dog-and-cat-cover.jpg		dog-and-cat-cover.jpg
occlusion_sensitivity_cat.png		occlusion_sensitivity_cat.png
occlusion_sensitivity_dog.png		occlusion_sensitivity_dog.png

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1_Wine_quality.ipynb

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2_Flower_types.ipynb

2_Flower_types.ipynb

3_Titanic.ipynb

3_Titanic.ipynb

4_Fifa_2018.ipynb

4_Fifa_2018.ipynb

4_PDP_other_example.ipynb

4_PDP_other_example.ipynb

5_Fifa_2018_SHAP.ipynb

5_Fifa_2018_SHAP.ipynb

6_taxi.ipynb

6_taxi.ipynb

7_Occlusions_cat_dogs.ipynb

7_Occlusions_cat_dogs.ipynb

README.md

README.md

Wine_quality.ipynb

Wine_quality.ipynb

dog-and-cat-cover.jpg

dog-and-cat-cover.jpg

occlusion_sensitivity_cat.png

occlusion_sensitivity_cat.png

occlusion_sensitivity_dog.png

occlusion_sensitivity_dog.png

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Explainable AI concepts

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