Other packages > Find by keyword >

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 04 Jul. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited curves R package
View curves citation profile
Other R packages that curves depends, imports, suggests or enhances
Complete documentation for curves
Functions, R codes and Examples using the curves R package
Full curves package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

PELVIS  
Probabilistic Sex Estimate using Logistic Regression, Based on VISual Traits of the Human Os Coxae
An R-Shiny application implementing a method of sexing the human os coxae based on logistic regressi ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
multiwayvcov  
Multi-Way Standard Error Clustering
Exports two functions implementing multi-way clustering using the method suggested by Cameron, Gelb ...
Download / Learn more Package Citations See dependency  
SurvCorr  
Correlation of Bivariate Survival Times
Estimates correlation coefficients with associated confidence limits for bivariate, partially censo ...
Download / Learn more Package Citations See dependency  
missCompare  
Intuitive Missing Data Imputation Framework
Offers a convenient pipeline to test and compare various missing data imputation algorithms on simu ...
Download / Learn more Package Citations See dependency  
musica  
Multiscale Climate Model Assessment
Provides functions allowing for (1) easy aggregation of multivariate time series into custom time sc ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,674

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA