first-order-methods topic

Splitting Conic Solver

cvxgrp

Proximal operators for nonsmooth optimization in Julia

JuliaFirstOrder

Julia implementation for various Frank-Wolfe and Conditional Gradient variants

ZIB-IOL

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

PerformanceEstimation

Mixed-Integer Convex Programming: Branch-and-bound with Frank-Wolfe-based convex relaxations

ZIB-IOL

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...

PerformanceEstimation

A Julia package that solves Linearly Constrained Separable Optimization Problems using ADMM.

JuliaFirstOrder

Demonstration of the PIPG algorithm for trajectory optimization

UW-ACL