[Under investigation] Logistic regression @ scikit-learn's Penalty and Solver's deep relationship

When using the LogisticRegression module of scikit-learn, I do not understand the correspondence between Penalty and Solver Official document I looked it up, but it wasn't ready to tell at a glance, and I was confused for a while. .. .. Therefore, first, I will summarize the correspondence / non-correspondence relationship between Penalty and Solver in a list, and I will add detailed information on Solver and Penalty in the future.

Correspondence / non-correspondence between Penalty and Solver

Explanation of Penalty / Solver

• Will be added in the future (under investigation)