Examples

This page covers various usage patterns and examples in AutoLyap.

• Define your own algorithm
• Nesterov’s fast gradient method
• The accelerated proximal point method
• The Chambolle–Pock method
• The Davis–Yin three-operator splitting method
• The Douglas–Rachford method
• The gradient method
• The gradient method with constant Nesterov momentum
• The heavy-ball method
• The information-theoretic exact method
• The Malitsky–Tam forward-reflected-backward method
• The optimized gradient method
• The proximal point method