Geoffrey Negiar

Add sampling methods - https://arxiv.org/abs/2006.05976 - https://arxiv.org/abs/1907.05600 with applications to adversarial example generation.

I'd like a method similar to https://github.com/fra31/auto-attack/blob/67cdc76f0d5dd18af71958a739e10f90c0d1e787/autoattack/autoattack.py#L72 Things to pay attention to: - Some arguments of the Adversary.perturb methods are datapoint and optimization method dependent.

Implement the accelerated version of PGD.

Working backtracking line search for different algorithms. - [ ] Frank-Wolfe family, cf https://arxiv.org/abs/1806.05123 - [x] Proximal gradient descent, cf https://people.eecs.berkeley.edu/~elghaoui/Teaching/EE227A/lecture18.pdf

Should `solve_inv` be `solve_pinv` ?

1

I'm looking at https://github.com/google/jaxopt/blob/ddd6c30953f6c02d8022c1358aa67d9114aed3a6/jaxopt/_src/linear_solve.py#L93 In most cases, when solving a linear system, we're interested in using the pseudo inverse. Should the call be to `jnp.linalg.pinv` instead of `inv` ?

Image viewer within Zed

1

### Check for existing issues - [X] Completed ### Describe the feature I'd like to view images directly within Zed. I use Zed fullscreen, so I currently need to leave...

The cp1252 encoding fails on certain files

1

Hi, I tried using the given python script to load some datasets. It fails on the Wikipedia web traffic dataset, due to non latin characters in the page titles. Should...

Config files / running the example code

12

Hi! Great work, it's pretty great to have dataloaders set up for all these different PDE examples. I've been struggling with running the example code, e.g. on Advection data, which...

Afficher une mini carte avec le lieu de la réponse

1

Il pourrait être intéressant d'afficher une petite carte à côté du lieu pour assouvir la curiosité des annotateurs.