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instance-based

Here are 3 public repositories matching this topic...

jjbrophy47 / ibug

Instance-based uncertainty estimation for gradient-boosted regression trees

uncertainty knn probabilistic-regression instance-based gradient-boosted-regression-trees

Updated Jul 25, 2024
Python

jjbrophy47 / tree_influence

Influence Estimation for Gradient-Boosted Decision Trees

interpretability influence-functions gradient-boosted-trees boostin explainability tracin instance-based influence-estimation instance-attribution influential-examples

Updated May 27, 2024
Python

jjbrophy47 / instance_based_interpretability

Existing literature about training-data analysis.

interpretability explainable-ai xai training-dynamics instance-based influence-estimation data-maps

Updated Dec 17, 2021

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