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aif360
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]
[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 06 Oct. 2024.
Previous versions and publish date:
0.1.0 (2020-06-23 16:20)
Other packages that cited aif360 R package
View aif360 citation profile
Other R packages that aif360 depends,
imports, suggests or enhances
Functions, R codes and Examples using
the aif360 R package
Some associated functions: adult_dataset . adversarial_debiasing . aif_dataset . bank_dataset . binary_label_dataset_metric . classification_metric . compas_dataset . disparate_impact_remover . german_dataset . install_aif360 . load_aif360_lib . prejudice_remover . reject_option_classification . reweighing .
Some associated R codes: binary_label_dataset_metric.R . classification_metric.R . dataset.R . dataset_metric.R . import.R . inprocessing_adversarial_debiasing.R . inprocessing_prejudice_remover.R . postprocessing_reject_option_classification.R . preprocessing_disparate_impact_remover.R . preprocessing_reweighing.R . standard_datasets.R . utils.R . zzz.R . Full aif360 package functions and examples
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