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curves  

Model-Agnostic Response Curves for Fitted Models
View on CRAN: Click here


Download and install curves package within the R console
Install from CRAN:
install.packages("curves")

Install from Github:
library("remotes")
install_github("cran/curves")

Install by package version:
library("remotes")
install_version("curves", "0.4.0")



Attach the package and use:
library("curves")
Maintained by
Roozbeh Valavi
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-11
Latest Update: 2026-05-11
Description:
Create model-agnostic response-curve diagnostics for fitted prediction models. Supports profile curves, partial dependence, individual conditional expectation, and accumulated local effects; univariate curves, bivariate surfaces, ensemble summaries across multiple models, ALE-based interaction ranking, and optional raster-linked exploration with 'terra' and 'shiny'. Static displays are returned as 'ggplot2' plots. For more details on the methods see Molnar (2025) <https://christophm.github.io/interpretable-ml-book/>.
How to cite:
Roozbeh Valavi (2026). curves: Model-Agnostic Response Curves for Fitted Models. R package version 0.4.0, https://cran.r-project.org/web/packages/curves. Accessed 07 Jun. 2026.
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