Skip to content

Latest commit

 

History

History

knockoffgan

Folders and files

NameName
Last commit message
Last commit date

parent directory

..

KnockoffGAN.py

KnockoffGAN.py

 
 

README.md

README.md

 
 

gen_data.r

gen_data.r

 
 

initpath_alg.py

initpath_alg.py

 
 

knockoffgan.r

knockoffgan.r

 
 

test_knockoffgan.py

test_knockoffgan.py

 
 

tutorial_knockoffgan.ipynb

tutorial_knockoffgan.ipynb

 
 

README.md

Knockoff GAN

Written by Jinsung Yoon Knockoff Gan: "generating knockoffs for feature selection using generative adversarial networks". Contact: jsyoon0823@g.ucla.edu

Usage

See also tutorial

Rscript knockoffgan.r -i <csv> --target <label>  --fdr <false discovery rate> -o <json file> --stat <rf|glm>