Badr MOUFAD

Code breaks down without throwing any error

3

## Reporting a bug - [x] I have tried using the latest released version of Numba (most recent is visible in the change log (https://github.com/numba/numba/blob/main/CHANGE_LOG). - [x] I have included...

ENH - Add support of intercept in ``SDCARegressor``

1

Is it planned to add support of intercept in ``SDCARegressor`` in future releases?

I was running some benchmarks and was a bit surprised that the benchmark freezes at some repetition which is something odd as by default ``timeout=100`` hence no matter whether the...

BUG - Install conda dependencies using ``benchopt install .`` fails

1

This happens particularly when installing dependencies using the CLI (No error when doing that manually) To reproduce, ```shell benchopt install . ``` Logs (click to expend) ```shell (base) C:\Users\HP\Desktop\benchmarks\benchmark_elastic_net>benchopt install...

``LogisticGroupLasso`` is not equivalent to ``scikit-learn`` ``LogisticRegression`` with groups of size 1

1

### Problem ``LogisticGroupLasso`` doesn't give the same regression coefficient as scikit-learn ``LogisticRegression`` when fitted on groups with size 1. ### Expected behavior Group logistic regression with groups of size one...

Example(s) should exhibit the advantages of the ElasticNet estimator over the Lasso and OLS estimators, namely - [x] Feature selection (case p >> n) - [ ] Grouping effects -...

https://github.com/mathurinm/celer/blob/4230db117a916e5158cfae85b2cd1a7249cf5475/celer/group_fast.pyx#L237-L238 https://github.com/mathurinm/celer/blob/4230db117a916e5158cfae85b2cd1a7249cf5475/celer/multitask_fast.pyx#L332-L333

ENH - add warning in ``PN_logreg`` for unhandled case

1

fixes #240

I think this is a dangerous design as it silences eventual errors/bugs. I suggest raising a warning in this case. https://github.com/mathurinm/celer/blob/83c46284b712c42d499044ab4ef29e4fe2a0df63/celer/PN_logreg.pyx#L426-L428