Regularization Odyssey

You've entered the realm of L1, L2, and L0 - where the strong are regularized, and the weak are left behind.

Here, you'll find:

• L1 Regularization: Where the penalty is proportional
• L2 Regularization: Where the penalty is quadratic
• L0 Regularization: Where the penalty is zero, and so are your hopes and dreams

But wait, there's more!

• Elastic Net: Where the penalty is a flexible friend
• Group Lasso: Where the penalty is a group hug

Proceed at your own risk.