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ggResidpanel - Panels and Interactive Versions of Diagnostic Plots using 'ggplot2'
An R package for creating diagnostic plots for models. The package allows for the creation of panels of plots and interactive plots.
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8.58 score 36 stars 501 scripts 4.7k downloadsveesa - Pipeline for Explainable Machine Learning with Functional Data
Implements the Variable importance Explainable Elastic Shape Analysis pipeline for explainable machine learning with functional data inputs. Converts training and testing data functional inputs to elastic shape analysis principal components that account for vertical and/or horizontal variability. Computes feature importance to identify important principal components and visualizes variability captured by functional principal components. See Goode et al. (2025) <doi:10.48550/arXiv.2501.07602> for technical details about the methodology.
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scr-2946snl-data-analysis
4.08 score 2 stars 249 downloads