PerformanceEstimation

PEPit

PEPit is a package enabling computer-assisted worst-case analyses of first-order optimization methods.

Performance-Estimation-Toolbox

Code of the Performance Estimation Toolbox (PESTO) whose aim is to ease the access to the PEP methodology for performing worst-case analyses of first-order methods in convex and nonconvex optimization. The numerical worst-case analyses from PEP can be performed just by writting the algorithms just as you would implement them.

Learning-Performance-Estimation

This repository regroups learning ressources about performance estimation problems

Constraints_Strengthening

Code for strengthening descriptions of function or operator classes.

.github

PEP-talks

performanceestimation.github.io