corrgrapher: Explore Correlations Between Variables in a Machine Learning Model

When exploring data or models we often examine variables one by one. This analysis is incomplete if the relationship between these variables is not taken into account. The 'corrgrapher' package facilitates simultaneous exploration of the Partial Dependence Profiles and the correlation between variables in the model. The package 'corrgrapher' is a part of the 'DrWhy.AI' universe.

Getting started

Package details

AuthorPawel Morgen [aut, cre], Przemyslaw Biecek [aut]
MaintainerPawel Morgen <>
LicenseGPL (>= 2)
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the corrgrapher package in your browser

Any scripts or data that you put into this service are public.

corrgrapher documentation built on Oct. 23, 2020, 8:14 p.m.