Other packages > Find by keyword >

shapper  

Wrapper of Python Library 'shap'
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("shapper", "0.1.3")



Attach the package and use:
library("shapper")
Maintained by
Szymon Maksymiuk
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-03-02
Latest Update: 2020-08-28
Description:
Provides SHAP explanations of machine learning models. In applied machine learning, there is a strong belief that we need to strike a balance between interpretability and accuracy. However, in field of the Interpretable Machine Learning, there are more and more new ideas for explaining black-box models. One of the best known method for local explanations is SHapley Additive exPlanations (SHAP) introduced by Lundberg, S., et al., (2016) The SHAP method is used to calculate influences of variables on the particular observation. This method is based on Shapley values, a technique used in game theory. The R package 'shapper' is a port of the Python library 'shap'.
How to cite:
Szymon Maksymiuk (2019). shapper: Wrapper of Python Library 'shap'. R package version 0.1.3, https://cran.r-project.org/web/packages/shapper. Accessed 18 Sep. 2026.
Previous versions and publish date:
(2026-07-09 07:03), 0.1.0 (2019-03-02 17:20), 0.1.1 (2019-07-10 13:50), 0.1.2 (2019-08-02 12:30)
Other packages that cited shapper R package
View shapper citation profile
Other R packages that shapper depends, imports, suggests or enhances
Complete documentation for shapper
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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