Badr MOUFAD

Closing as it is no longer a problem. P.S Switch to ``pyproject.toml`` was made in #284

I noticed many instabilities with the documentation theme we are using [(Furo theme)](https://github.com/pradyunsg/furo), for instance, the difference in links colors between stable and dev versions (as you highlighted last time...

> @Badr-MOUFAD the issue popped up in https://github.com/scikit-learn-contrib/skglm/issues/188, do you have time to take this over ? A simple check, at the beginning of each solver, that the datafit and...

- I’m +1 with having ``_solve`` method and adding ``run_checks`` argument to ``solve`` method. I feel it give us more freedom to standardize the behavior and make less verbose the...

One small bit before release 0.4 - [ ] #270

Added thanks to https://github.com/scikit-learn-contrib/skglm/pull/267

Yes indeed @QB3, I open a PR #225

Jax triggers another jit-compilation of functions whenever the function arguments change shape. I open an [issue on google/jax](https://github.com/google/jax/issues/15761) and it happens to be an inherent functioning of the xla compiler....