Other packages > Find by keyword >

counterfactuals  

Counterfactual Explanations
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("counterfactuals", "1.0.0")



Attach the package and use:
library("counterfactuals")
Maintained by
Susanne Dandl
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-02-13
Latest Update: 2024-10-17
Description:
Modular and unified R6-based interface for counterfactual explanation methods. The following methods are currently implemented: Burghmans et al. (2022) , Dandl et al. (2020) and Wexler et al. (2019) . Optional extensions allow these methods to be applied to a variety of models and use cases. Once generated, the counterfactuals can be analyzed and visualized by provided functionalities.
How to cite:
Susanne Dandl (2023). counterfactuals: Counterfactual Explanations. R package version 1.0.0, https://cran.r-project.org/web/packages/counterfactuals. Accessed 10 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:28), 0.1.1 (2023-02-13 09:30), 0.1.2 (2023-03-23 12:32), 0.1.4 (2024-05-14 21:00), 0.1.5 (2024-10-15 10:00), 0.1.6 (2024-10-17 14:00)
Other packages that cited counterfactuals R package
View counterfactuals citation profile
Other R packages that counterfactuals depends, imports, suggests or enhances
Complete documentation for counterfactuals
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

eoR  
Data Management Package (Exposure and Occurrence Data in R)
This data management package provides some helper classes for publicly available data sources (HMD, ...
Download / Learn more Package Citations See dependency  
keyATM  
Keyword Assisted Topic Models
Fits keyword assisted topic models (keyATM) using collapsed Gibbs samplers. The keyATM combines the ...
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  
adespatial  
Multivariate Multiscale Spatial Analysis
Tools for the multiscale spatial analysis of multivariate data. Several methods are based on the us ...
Download / Learn more Package Citations See dependency  
RPEnsemble  
Random Projection Ensemble Classification
Implements the methodology of "Cannings, T. I. and Samworth, R. J. (2017) Random-projection ensemble ...
Download / Learn more Package Citations See dependency  

28,989

R Packages

247,686

Dependencies

76,729

Author Associations

28,990

Publication Badges

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