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moDel Agnostic Language for Exploration and eXplanation
Python 1.5k 172
📍 Interactive Studio for Explanatory Model Analysis
R 333 32
A set of tools to understand what is happening inside a Random Forest
R 242 37
Explainable Machine Learning in Survival Analysis
R 118 10
SHAP Plots in R
R 123 15
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
R 104 25
modelDown generates a website with HTML summaries for predictive models
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.
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