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explainability

Here are 4 public repositories matching this topic...

ModelOriented / treeshap

Compute SHAP values for your tree-based models using the TreeSHAP algorithm

machine-learning interpretability explainable-artificial-intelligence explainable-ai xai interpretable-machine-learning iml shap explainability shapley-value responsible-ml explanatory-model-analysis

Updated Jan 23, 2024
R

ArenaR

ModelOriented / ArenaR

Data generator for Arena - interactive XAI dashboard

ema interpretability xai iml explainability explanatory-model-analysis axplainable-artificial-intelligence interactive-xai

Updated Sep 30, 2020
R

mattShorvon / ARFs_for_Shapley_Vals

A method for conditional shapley value estimation, built off the shapr package: https://github.com/NorskRegnesentral/shapr/tree/master

explainable-ai explainable-ml explainability shapley-values

Updated Jan 10, 2024
R

software-competence-center-hagenberg / XMAP

App for deriving local / global explanations of UMAP embeddings based on principal component analysis (PCA).

cluster-analysis embedding explainability

Updated Mar 9, 2023
R

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