Topic: "first-order-methods"
cvxgrp/scs
Splitting Conic Solver
Language: C - Size: 11.3 MB - Last synced at: 9 days ago - Pushed at: 28 days ago - Stars: 569 - Forks: 138
JuliaFirstOrder/ProximalOperators.jl
Proximal operators for nonsmooth optimization in Julia
Language: Julia - Size: 2.13 MB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 134 - Forks: 26
ZIB-IOL/FrankWolfe.jl
Julia implementation for various Frank-Wolfe and Conditional Gradient variants
Language: Julia - Size: 498 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 102 - Forks: 22
PerformanceEstimation/PEPit
PEPit is a package enabling computer-assisted worst-case analyses of first-order optimization methods.
Language: Python - Size: 2.91 MB - Last synced at: 26 days ago - Pushed at: 3 months ago - Stars: 85 - Forks: 13
MIT-Lu-Lab/MPAX
Mathematical Programming in JAX
Language: Python - Size: 871 KB - Last synced at: 14 days ago - Pushed at: about 2 months ago - Stars: 71 - Forks: 3
PerformanceEstimation/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.
Language: MATLAB - Size: 2.92 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 49 - Forks: 6
ZIB-IOL/Boscia.jl
Mixed-Integer Convex Programming: Branch-and-bound with Frank-Wolfe-based convex relaxations
Language: Julia - Size: 265 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 27 - Forks: 5
JuliaFirstOrder/SeparableOptimization.jl
A Julia package that solves Linearly Constrained Separable Optimization Problems using ADMM.
Language: Julia - Size: 220 KB - Last synced at: 9 days ago - Pushed at: almost 4 years ago - Stars: 25 - Forks: 4
GepocUS/Spcies
Suite of Predictive Controllers for Industrial Embedded Systems. A Matlab toolbox for automatic code generation of solvers for MPC controllers.
Language: MATLAB - Size: 691 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 15 - Forks: 2
shailesh1729/tisp
Topics in Signal Processing
Language: TeX - Size: 12.2 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 2
UW-ACL/pipg-demo
Demonstration of the PIPG algorithm for trajectory optimization
Language: Jupyter Notebook - Size: 13.9 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 14 - Forks: 3
milzj/FW4PDE
Frank--Wolfe algorithms for PDE-constrained optimization
Language: Python - Size: 12 MB - Last synced at: 8 days ago - Pushed at: 4 months ago - Stars: 5 - Forks: 1
AdrienTaylor/GreedyMethods
Code to reproduce the results presented in the work "Efficient First-order Methods for Convex Minimization: a Constructive Approach" (in Mathematical Programming series A) by Y. Drori and A. Taylor.
Language: MATLAB - Size: 75.2 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 1
aig-upf/sltp
The SLTP Generalized Planning Framework: Sample, Learn, Transform & Plan
Language: Python - Size: 8.02 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0
ShotaTakahashi/bregman-proximal-dc-algorithm
Bregman Proximal type algorithms
Language: Python - Size: 6.84 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
ninasiam/optim_algos
Optimization Algorithms for educational purposes.
Language: Python - Size: 25.4 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
acristofari/as-l1
Solver for minimization problems over the l1-ball
Language: MATLAB - Size: 43.9 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0
999ashu/Zero-First-Order-Optimization-Methods
Algorithms of zero and first order laboratory work of ITMO CT optimization course.
Language: Jupyter Notebook - Size: 25.1 MB - Last synced at: 19 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0
EliaFantini/ZO-AdaMM-vs-FO-AdaMM-convergence-and-minima-shape-comparison Fork of OptML-KEC/optml-mini-project
Implementation and comparison of zero order vs first order method on the AdaMM (aka AMSGrad) optimizer: analysis of convergence rates and minima shape
Language: Jupyter Notebook - Size: 752 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
EliaFantini/FO-PROX-first-order-and-proximal-methods-convergence-comparison
Implementation and brief comparison of different First Order and different Proximal gradient methods, comparison of their convergence rates
Language: Python - Size: 4.35 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0