Package: cheem Title: Interactively Explore Local Explanations with the Radial Tour Version: 0.4.0.0 Authors@R: c( person("Nicholas", "Spyrison", role = c("aut", "cre"), email = "spyrison@gmail.com", comment = c(ORCID = "https://orcid.org/0000-0002-8417-0212")) ) Description: Given a non-linear model, calculate the local explanation. We purpose view the data space, explanation space, and model residuals as ensemble graphic interactive on a shiny application. After an observation of interest is identified, the normalized variable importance of the local explanation is used as a 1D projection basis. The support of the local explanation is then explored by changing the basis with the use of the radial tour ; . Depends: R (>= 3.5.0) License: MIT + file LICENSE URL: https://github.com/nspyrison/cheem/, https://nspyrison.github.io/cheem/ BugReports: https://github.com/nspyrison/cheem/issues Imports: spinifex (>= 0.3.3), ggplot2, plotly, magrittr, shiny, shinythemes, shinycssloaders, DT, conflicted Suggests: methods, tourr, lqmm, mvtnorm, gganimate, dplyr, tidyr, tictoc, beepr, knitr, testthat (>= 3.0.0), rmarkdown VignetteBuilder: knitr Encoding: UTF-8 LazyData: true RoxygenNote: 7.2.3 Language: en-US Config/testthat/edition: 3 NeedsCompilation: no Packaged: 2023-11-08 18:12:02 UTC; nxs9837 Author: Nicholas Spyrison [aut, cre] () Maintainer: Nicholas Spyrison Repository: CRAN Date/Publication: 2023-11-08 21:30:02 UTC