ICCS 2021

Codebase for "SGAIN, WSGAIN-CP and WSGAIN-GP: Novel GAN Methods for Missing Data Imputation"

Usage Example

python main.py --algos="GAIN,SGAIN,WSGAIN-CP,WSGAIN-GP" --datasets="iris,yeast" --miss_rate=0.2 
               --optimizer=GDA --learn_rate=0.001 
               --n_iterations=1000 --n_runs=3

Citing

@inproceedings{neves:iccs:2021,
   title     = {{SGAIN, WSGAIN-CP and WSGAIN-GP: Novel GAN Methods for Missing Data Imputation}},
   author    = {Diogo Telmo Neves, Marcel Ganesh Naik, and Alberto Proença},
   booktitle = {The 20th International Conference on Computational Science (ICCS '21)},
   month     = June,
   year      = 2021
}