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lines changed Original file line number Diff line number Diff line change 1+ ## June 2023 Risk Learning Workshop<a name =" Example " ></a >
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3+ Click the ipynb links to run examples in Google Colab:
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5+ Session_3_Post_hoc_Explainability: <a style =" text-laign : ' center' " target =" _blank " href =" https://colab.research.google.com/github/SelfExplainML/PiML-Toolbox/blob/main/docs/Workshop/202306-RiskLearning/Session_3_Post_hoc_Explainability.ipynb " ><img src =" https://github.com/SelfExplainML/PiML-Toolbox/blob/main/examples/results/LogoColab.png " width =" 20 " > ipynb</a >
6+ Session_4_Feature_Selection_and_Causality: <a style =" text-laign : ' center' " target =" _blank " href =" https://colab.research.google.com/github/SelfExplainML/PiML-Toolbox/blob/main/docs/Workshop/202306-RiskLearning/Session_4_Feature_Selection_and_Causality.ipynb " ><img src =" https://github.com/SelfExplainML/PiML-Toolbox/blob/main/examples/results/LogoColab.png " width =" 20 " > ipynb</a >
7+ Session_5_Deep_ReLU_Networks_as_Local_Linear_Models_ (CoCircles): <a style =" text-laign : ' center' " target =" _blank " href =" https://colab.research.google.com/github/SelfExplainML/PiML-Toolbox/blob/main/docs/Workshop/202306-RiskLearning/Session_5_Deep_ReLU_Networks_as_Local_Linear_Models_(CoCircles).ipynb " ><img src =" https://github.com/SelfExplainML/PiML-Toolbox/blob/main/examples/results/LogoColab.png " width =" 20 " > ipynb</a >
8+ Session_5_Deep_ReLU_Networks_as_Local_Linear_Models_ (TaiwanCredit): <a style =" text-laign : ' center' " target =" _blank " href =" https://colab.research.google.com/github/SelfExplainML/PiML-Toolbox/blob/main/docs/Workshop/202306-RiskLearning/Session_5_Deep_ReLU_Networks_as_Local_Linear_Models_(TaiwanCredit).ipynb " ><img src =" https://github.com/SelfExplainML/PiML-Toolbox/blob/main/examples/results/LogoColab.png " width =" 20 " > ipynb</a >
9+ Session_6_Functional_ANOVA_and_Globally_Interpretable_Models: <a style =" text-laign : ' center' " target =" _blank " href =" https://colab.research.google.com/github/SelfExplainML/PiML-Toolbox/blob/main/docs/Workshop/202306-RiskLearning/Session_6_Functional_ANOVA_and_Globally_Interpretable_Models.ipynb " ><img src =" https://github.com/SelfExplainML/PiML-Toolbox/blob/main/examples/results/LogoColab.png " width =" 20 " > ipynb</a >
10+ Session_7_Model_Weakness_and_Robustness: <a style =" text-laign : ' center' " target =" _blank " href =" https://colab.research.google.com/github/SelfExplainML/PiML-Toolbox/blob/main/docs/Workshop/202306-RiskLearning/Session_7_Model_Weakness_and_Robustness.ipynb " ><img src =" https://github.com/SelfExplainML/PiML-Toolbox/blob/main/examples/results/LogoColab.png " width =" 20 " > ipynb</a >
11+ Session_8_Model_Resilience: <a style =" text-laign : ' center' " target =" _blank " href =" https://colab.research.google.com/github/SelfExplainML/PiML-Toolbox/blob/main/docs/Workshop/202306-RiskLearning/Session_8_Model_Resilience.ipynb " ><img src =" https://github.com/SelfExplainML/PiML-Toolbox/blob/main/examples/results/LogoColab.png " width =" 20 " > ipynb</a >
12+ Session_9_Model_Fairness: <a style =" text-laign : ' center' " target =" _blank " href =" https://colab.research.google.com/github/SelfExplainML/PiML-Toolbox/blob/main/docs/Workshop/202306-RiskLearning/Session_9_Model_Fairness.ipynb " ><img src =" https://github.com/SelfExplainML/PiML-Toolbox/blob/main/examples/results/LogoColab.png " width =" 20 " > ipynb</a >
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