skglm
Résumé
skglm is a Python package that offers fast estimators for sparse Generalized Linear Models (GLMs) that are 100% compatible with scikit-learn. It is highly flexible and supports a wide range of GLMs. The user gets to choose from skglm's already-made estimators or customize their own by combining the tenth of available datafits and penalties.