Examples Gallery

Value and proximal operators of penalties

Value and proximal operators of penalties

Comparison of Lasso and Weighted Lasso

Comparison of Lasso and Weighted Lasso

Weighted Lasso with some zero weights

Weighted Lasso with some zero weights

Logistic regression with Elastic net and minimax concave penalties

Logistic regression with Elastic net and minimax concave penalties

Timing comparison between direct prox computation and reweighting

Timing comparison between direct prox computation and reweighting

Timing comparison with scikit-learn for Lasso

Timing comparison with scikit-learn for Lasso

Sparse recovery with non-convex penalties

Sparse recovery with non-convex penalties

Comparison of lifelines with skglm for survival analysis

Comparison of lifelines with skglm for survival analysis