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aif360  

Help Detect and Mitigate Bias in Machine Learning Models
View on CRAN: Click here


Download and install aif360 package within the R console
Install from CRAN:
install.packages("aif360")

Install from Github:
library("remotes")
install_github("cran/aif360")

Install by package version:
library("remotes")
install_version("aif360", "0.1.0")



Attach the package and use:
library("aif360")
Maintained by
Saishruthi Swaminathan
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-06-23
Latest Update: 2023-06-20
Description:
The AI Fairness 360 httpsaif360.mybluemix.net toolkit is an open-source library to help detectand mitigate bias in machine learning models. The AI Fairness 360 R package includesa comprehensive set of metrics for datasets and models to test for biasesexplanations for these metrics and algorithms to mitigate bias in datasets and models.
How to cite:
Saishruthi Swaminathan (2020). aif360: Help Detect and Mitigate Bias in Machine Learning Models. R package version 0.1.0, https://cran.r-project.org/web/packages/aif360. Accessed 21 Dec. 2024.
Previous versions and publish date:
0.1.0 (2020-06-23 16:20)
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