Official implementation of the MM'21 paper "Constrained Graphic Layout Generation via Latent Optimization" (LayoutGAN++, CLG-LO, and Layout evaluation)
Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
[TVCG 2021] Mesh Total Generalized Variation for Denoising
Library for nonconvex constrained optimization using the augmented Lagrangian method and the matrix-free PANOC algorithm.
Derivation of ADMM for solving soft-margin SVM objective function and implementation of the solver in Matlab.
This repo collects results of nonlinear optimization solvers on standard benchmark problems
A Unified Pytorch Optimizer for Numerical Optimization
Distributed Multidisciplinary Design Optimization
SciPy style API for NLopt
keywords: nonlinear optimization, pattern search, augmented lagrangian, karush-kuhn-tucker, constrained optimization, conjugate gradient methods, quasi newton methods, line search descent methods, onedimensional and multidimensional optimazation
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