Commit c00d2cfe authored by Florent Chatelain's avatar Florent Chatelain
Browse files

arxiv suppmat

parent 9dc7a494
......@@ -9,11 +9,19 @@ This is the companion gitlab repository for our [arXiv manuscript](https://arxiv
The elements of proof of the main theorems in the core article are detailed in the pdf file
[supp_mat_proofs.pdf](https://gricad-gitlab.univ-grenoble-alpes.fr/chatelaf/two-way-kernel-matrix-puncturing/-/blob/master/supp_mat_proofs.pdf)
### GAN Data
GAN data that we generate and use in the paper are stored as [Git LFS](https://github.com/git-lfs/git-lfs/wiki) objects. Once Git LFS is [installed](https://github.com/git-lfs/git-lfs/wiki/Installation), the corresponding `.npy` files can be downloaded locally in the cloned repo
with the command
```bash
> git lfs pull
```
### Code
The python jupyter notebook [supp_mat_figures.ipynb](https://gricad-gitlab.univ-grenoble-alpes.fr/chatelaf/two-way-kernel-matrix-puncturing/-/blob/master/supp_mat_figures.ipynb) is set up to replicate the figures shown in the paper.
This loads the `punctutils.py` function module and the GAN data. The python modules needed to run the notebook include notably `seaborn` for plotting or `tensorflow` for loading the MNIST-fashion dataset (Figs 6-8).
This loads the `punctutils.py` function module. The python modules needed to run the notebook include notably `seaborn` for plotting or `tensorflow` for loading the MNIST-fashion dataset (Figs 6-8).
This notebook can be run interactively and remotely (online) using the _mybinder_ service: [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/git/https%3A%2F%2Fgricad-gitlab.univ-grenoble-alpes.fr%2Fchatelaf%2Ftwo-way-kernel-matrix-puncturing/master?urlpath=lab/tree/supp_mat_figures.ipynb) (open the link and wait a few seconds for the environment to load).
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