Written by Jinsung Yoon Date: Jan 1th 2019 INVASE: Instance-wise Variable Selection using Neural Networks Implementation on Synthetic Datasets Reference: J. Yoon, J. Jordon, M. van der Schaar, "INVASE: Instance-wise Variable Selection using Neural Networks," International Conference on Learning Representations (ICLR), 2019. Paper Link: https://openreview.net/forum?id=BJg_roAcK7 Contact: [email protected]
see also tutorial_invase.ipynb
python3 invase.py -i <csv> --targe <response var> -o <feature_score.csv.gz> # calculate feature weighting
python3 invase_plot.py -i <csv> -oglobal <globalweighting.png> -osample <sampleweighting.png> -isstd 1 # generate plots