Pascal Carrivain

## Context of the PR This PR adds support for intercept in `SqrtLasso` estimator. Closes #96 ### Checks before merging PR - [ ] added documentation for any new feature...

FEAT - Use @njit(cache=True)

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## Use caching option from Numba I explore a little bit the skglm source code and I realized you are using Numba decorator `@nijt`. I was wondering if it makes...

cupy.pad and numpy.pad do not give the same result for mode='wrap'

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### Description Dear all, I run a simple code to pad (``mode='wrap'``) an array using CuPy and using NumPy. However, the results are not the same. ```bash NumPy: [[0 1]...

BUG: scipy.sparse.linalg.eigsh returns an error when LinearOperator.dtype=None

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### Describe your issue. Dear all, I would like to report that ``scipy.sparse.linalg.eigsh`` returns an error when the argument is a ``LinearOperator`` with a ``dtype`` equals to ``None``. I also...

xp.eye(..., device=device) has not effect when xp is cupy

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Dear all, I run the following command when xp is cupy ```python # cupy x = cupy.asarray([1.0] * 3) xp = array_api_compat.array_namespace(x) E = xp.eye(3, 3, k=0, dtype='float64', device=1) print(E.device)...