Other packages > Find by keyword >

shapviz  

SHAP Visualizations
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("shapviz", "0.9.3")



Attach the package and use:
library("shapviz")
Maintained by
Michael Mayer
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-06-10
Latest Update: 2023-07-18
Description:
Visualizations for SHAP (SHapley Additive exPlanations), such as waterfall plots, force plots, various types of importance plots, dependence plots, and interaction plots. These plots act on a 'shapviz' object created from a matrix of SHAP values and a corresponding feature dataset. Wrappers for the R packages 'xgboost', 'lightgbm', 'fastshap', 'shapr', 'h2o', 'treeshap', 'DALEX', and 'kernelshap' are added for convenience. By separating visualization and computation, it is possible to display factor variables in graphs, even if the SHAP values are calculated by a model that requires numerical features. The plots are inspired by those provided by the 'shap' package in Python, but there is no dependency on it.
How to cite:
Michael Mayer (2022). shapviz: SHAP Visualizations. R package version 0.9.3, https://cran.r-project.org/web/packages/shapviz
Previous versions and publish date:
0.1.0 (2022-06-10 11:10), 0.2.0 (2022-07-07 21:50), 0.2.1 (2022-08-11 23:20), 0.2.2 (2022-10-07 13:50), 0.3.0 (2022-11-26 18:30), 0.4.0 (2022-12-09 09:50), 0.4.1 (2023-01-11 19:20), 0.5.0 (2023-02-03 12:30), 0.6.0 (2023-03-05 18:00), 0.7.0 (2023-04-11 01:50), 0.8.0 (2023-05-10 01:40), 0.9.0 (2023-06-09 17:10), 0.9.1 (2023-07-18 19:50), 0.9.2 (2023-10-14 19:00)
Other packages that cited shapviz R package
View shapviz citation profile
Other R packages that shapviz depends, imports, suggests or enhances
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
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  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns