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moDel Agnostic Language for Exploration and eXplanation
Python 1.5k 170
📍 Interactive Studio for Explanatory Model Analysis
R 332 33
A set of tools to understand what is happening inside a Random Forest
R 239 37
Explainable Machine Learning in Survival Analysis
R 117 10
SHAP Plots in R
R 117 15
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
R 94 24
Extensions for the DALEX package
Structure mining for xgboost model
Friedman's H-statistics
Flexible tool for bias detection, visualization, and mitigation
Different SHAP algorithms
Semantic counterfactual framework for time series classification based on symbolic representations.
CVE-AI Common Vulnerabilities and Exposures for AI
