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Search results for r explainable ai

explainable-ai x
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15 search results found
Modelstudio ⭐ 305
📍 Interactive Studio for Explanatory Model Analysis
Shapr ⭐ 130
Explaining the output of machine learning models with more accurately estimated Shapley values
Fastshap ⭐ 96
Fast approximate Shapley values in R
Survex ⭐ 79
Explainable Machine Learning in Survival Analysis
Treeshap ⭐ 72
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
Shapviz ⭐ 57
R package for SHAP plots
Xaiaterum2020 ⭐ 49
Workshop: Explanation and exploration of machine learning models with R and DALEX at eRum 2020
Kernelshap ⭐ 28
Efficient R implementation of SHAP
Familiar ⭐ 27
Repository for the familiar R-package. Familiar implements an end-to-end pipeline for interpretable machine learning of tabular data.
Datafsm ⭐ 13
Machine Learning Finite State Machine Models from Data with Genetic Algorithms
Vivo ⭐ 13
Variable importance via oscillations
Anchorsonr ⭐ 8
Implementation of the Anchors algorithm: Explain black-box ML models
Localice ⭐ 7
Local Individual Conditional Expectation (localICE) is a local explanation approach from the field of eXplainable Artificial Intelligence (XAI)
Ciu ⭐ 5
R implementation of Contextual Importance and Utility for Explainable AI
Slise ⭐ 5
Robust regression algorithm that can be used for explaining black box models (R implementation)
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