Describe the workflow you want to enable

Linear and logistic regression allow l1, l2, or elasticnet regularization. However, the Poisson regression class (which is amazing to have!) only allows L2 regularization.

Describe your proposed solution

Enable flexible regularization choices for the Generalized Linear Models

Describe alternatives you've considered, if relevant

No response

Additional context

No response