shinymodels

shinymodels launches an interactive Shiny application to explore tidymodels tuning and resampling results. It provides a visual interface for analyzing model performance from functions like fit_resamples(), tune_bayes(), and last_fit().

The package helps identify model problems through interactive visualizations of observed vs. predicted values, residual plots, and sample-level diagnostics. You can highlight specific resampling folds to detect outliers and patterns that indicate missing model terms or other specification issues. This makes model assessment more accessible than reviewing raw numerical output alone.