Welcome to Shinymodels

Welcome to Shinymodels

{shiny} + {tidymodels} = {shinymodels}

Shinymodels app is designed to explore a {tidymodels} object. Our aim is to visualize the modeled data and help detect any problematic observations while modeling.

General purpose

Through various diagnostic plots, we hope to help identify structure that could otherwise go missing. Also, linking multiple graphics can lead to insight not revealed by a single view. With a model with tuning parameters, users can compare the modeling results for different selection of the parameters. Besides that, several dataset and observations information can be found and explored in this app.

Tabs

There are mainly two categories of tabs in the app:

Feedback

This package was built by Shisham Adhikari (UC Davis) under the supervision of Max Kuhn (RStudio) and Julia Silge (RStudio) as a part of the RStudio summer internship 2021. Your suggestions, feedback, complaints, or compliments are highly valued and will guide us to improve the package continuously. To give feedback, file a bug report, or ask a question, go to the GitHub issues page or go to RStudio Community and create a post with the tag tidymodels.

For more information on {tidymodels}:



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shinymodels documentation built on Nov. 18, 2021, 1:12 a.m.