This is the companion gitlab repository for our submitted paper "Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering" by Romain Couillet, Florent Chatelain and Nicolas Le Bihan
This is the companion gitlab repository for our submitted paper _"Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering"_ by Romain Couillet, Florent Chatelain and Nicolas Le Bihan
## Supplementary materials
The elements of proof of the main theorems in the core article are detailled in the pdf file
[supp_mat_proofs.ipynb]()
## Code
The python jupyter notebook [supp_mat_figures.ipynb]() is set up to replicate the figures shown in the paper.
This loads the `punctils.py` function module and the GAN data.
