Other packages > Find by keyword >

harf  

Adversarial Random Forests for Omics Synthesis
View on CRAN: Click here


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

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

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



Attach the package and use:
library("harf")
Maintained by
Cesaire J. K. Fouodo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-09-28
Latest Update: 2026-09-28
Description:
We extend Adversarial Random Forests to a high-dimensional framework. The method partitions the feature space into regions where the assumption of feature independence within tree leaves is more likely to hold. Region-specific adversarial random forest models are trained to capture local dependence structures, while an additional adversarial random forest is fitted to a meta-space representation to model dependencies between regions. New observations are generated by first sampling from the meta-space model and then conditionally sampling from each region-specific model. The proposed methodology is described in Fouodo et al. (2026) <doi:10.64898/2026.09.09.750490>.
How to cite:
Cesaire J. K. Fouodo (2026). harf: Adversarial Random Forests for Omics Synthesis. R package version 0.1.0, https://cran.r-project.org/web/packages/harf. Accessed 24 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited harf R package
View harf citation profile
Other R packages that harf depends, imports, suggests or enhances
Complete documentation for harf
Functions, R codes and Examples using the harf R package
Full harf package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

forecastHybrid  
Convenient Functions for Ensemble Time Series Forecasts
Convenient functions for ensemble forecasts in R combining approaches from the 'forecast' package. ...
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  
magicfor  
Magic Functions to Obtain Results from for Loops
Magic functions to obtain results from for loops. ...
Download / Learn more Package Citations See dependency  
FDRsampsize  
Compute Sample Size that Meets Requirements for Average Power and FDR
Defines a collection of functions to compute average power and sample size for studies that use the ...
Download / Learn more Package Citations See dependency  
givitiR  
The GiViTI Calibration Test and Belt
Functions to assess the calibration of logistic regression models with the GiViTI (Gruppo Italiano p ...
Download / Learn more Package Citations See dependency  
climwin  
Climate Window Analysis
Contains functions to detect and visualise periods of climate sensitivity (climate windows) for a g ...
Download / Learn more Package Citations See dependency  

29,080

R Packages

247,686

Dependencies

77,281

Author Associations

29,081

Publication Badges

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