Unsupervised Feature Selection via Transformed Auto-Encoder

Unsupervised Feature Selection via Transformed Auto-Encoder Code

Dependencies

• python 3.8, torch, numpy, scikit-learn

If you have installed above mentioned packages you can skip this step. Otherwise run:

pip install -r requirements.txt

Reproduce results

To generate results

python main.py

Citation

If you use this code, please cite

@article{zhang2021unsupervised,
title = {Unsupervised feature selection via transformed auto-encoder}, 
journal = {Knowledge-Based Systems}, 
volume = {215},
pages = {106748},
year = {2021},
author = {Yunhe Zhang and Zhoumin Lu and Shiping Wang}
}