What If We Could Easily Explain Overly Complex Models? towardsdatascience.com Post date September 28, 2023 No Comments on What If We Could Easily Explain Overly Complex Models? External Tags artificial-intelligence, deep learning, editors-pick, explainable-ai, machine-learning
Now You See Me (CME): Concept-based Model Extraction towardsdatascience.com Post date September 22, 2023 No Comments on Now You See Me (CME): Concept-based Model Extraction External Tags computer-vision, explainable-ai, machine-learning, semi-supervised-learning
Beyond Grades: Using AI to Forecast and Explain Student Performance towardsdatascience.com Post date September 18, 2023 No Comments on Beyond Grades: Using AI to Forecast and Explain Student Performance External Tags artificial-intelligence, deep-dives, Education, explainable-ai, machine-learning
Unveiling the Future of AI with GPT-4 and Explainable AI (XAI) feeds.feedburner.com Post date September 14, 2023 No Comments on Unveiling the Future of AI with GPT-4 and Explainable AI (XAI) External Tags ai, Applications, artificial-intelligence, blogathon, explainable-ai, generative-ai, GenerativeAI, GPT, Healthcare, Models, Recommendation, XAI
Model Explainability, Revisited: SHAP and Beyond medium.com Post date September 7, 2023 No Comments on Model Explainability, Revisited: SHAP and Beyond External Tags data-science, explainable-ai, tds-features, the-variable, towards-data-science
SHAP for Binary and Multiclass Target Variables medium.com Post date September 4, 2023 No Comments on SHAP for Binary and Multiclass Target Variables External Tags data-science, data-visualization, editors-pick, explainable-ai, machine-learning
More than Just Reptiles: Exploring the Iguanas Toolkit for XAI Beyond Black Box Models medium.com Post date August 25, 2023 No Comments on More than Just Reptiles: Exploring the Iguanas Toolkit for XAI Beyond Black Box Models External Tags ai, data-science, explainable-ai, hands-on-learning, machine-learning
Feature Importance Analysis with SHAP I Learned at Spotify (with the Help of the Avengers) medium.com Post date August 23, 2023 No Comments on Feature Importance Analysis with SHAP I Learned at Spotify (with the Help of the Avengers) External Tags data-science, explainable-ai, getting-started, machine-learning, shap
CFXplorer: Counterfactual Explanation Generation Python Package medium.com Post date August 17, 2023 No Comments on CFXplorer: Counterfactual Explanation Generation Python Package External Tags counterfactual, data-science, decision-tree, explainable-ai, machine-learning
New SHAP Plots: Violin and Heatmap medium.com Post date August 14, 2023 No Comments on New SHAP Plots: Violin and Heatmap External Tags data-science, data-visualization, explainable-ai, machine-learning, shap
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