Other packages > Find by keyword >

fairGNN  

Fairness-Aware Gated Neural Networks
View on CRAN: Click here


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

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

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



Attach the package and use:
library("fairGNN")
Maintained by
Rhys Holland
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-10-26
Latest Update: 2025-10-26
Description:
Tools for training and analysing fairness-aware gated neural networks for subgroup-aware prediction and interpretation in clinical datasets. Methods draw on prior work in mixture-of-experts neural networks by Jordan and Jacobs (1994) <doi:10.1007/978-1-4471-2097-1_113>, fairness-aware learning by Hardt, Price, and Srebro (2016) <doi:10.48550/arXiv.1610.02413>, and personalised treatment prediction for depression by Iniesta, Stahl, and McGuffin (2016) <doi:10.1016/j.jpsychires.2016.03.016>.
How to cite:
Rhys Holland (2025). fairGNN: Fairness-Aware Gated Neural Networks. R package version 0.1.0, https://cran.r-project.org/web/packages/fairGNN. Accessed 06 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited fairGNN R package
View fairGNN citation profile
Other R packages that fairGNN depends, imports, suggests or enhances
Complete documentation for fairGNN
Functions, R codes and Examples using the fairGNN R package
Full fairGNN package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

rwavelet  
Wavelet Analysis
Perform wavelet analysis (orthogonal,translation invariant, tensorial, 1-2-3d transforms, thresholdi ...
Download / Learn more Package Citations See dependency  
IAPWS95  
Thermophysical Properties of Water and Steam
An implementation of the International Association for the Properties of Water (IAPWS) Formulation ...
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  
odbc  
Connect to ODBC Compatible Databases (using the DBI Interface)
A DBI-compatible interface to ODBC databases. ...
Download / Learn more Package Citations See dependency  
BALLI  
Expression RNA-Seq Data Analysis Based on Linear Mixed Model
Analysis of gene expression RNA-seq data using Bartlett-Adjusted Likelihood-based LInear model (BALL ...
Download / Learn more Package Citations See dependency  
worrrd  
Generate Wordsearch and Crossword Puzzles
Generate wordsearch and crossword puzzles using custom lists of words (and clues).Make them easy or ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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