18 skills found
clarkzinzow / Nonlinear Optimization AlgorithmsMATLAB implementations of a variety of nonlinear programming algorithms.
yrlu / Non ConvexSelf-contained implementation of non-convex optimization algorithms in Python. Steepest Descent, Conjugate Gradient, Newton's Method, Quasi-newton (BFGS), l-BFGS
alwaysbyx / Optimization And SearchImplementation and visualization (some demos) of search and optimization algorithms.
tamland / Non Linear OptimizationImplementation of Steepest Descent, Newton, Quasi-Newton and Conjugate Gradient for non-linear unconstrained optimization
aromanro / DFTQuantumDotDensity Functional Theory with plane waves basis, applied on a 'quantum dot'. Volumetric visualization of orbitals with VTK
hanyoseob / Matlab CGConjugate Gradient method (CG)
YiWei0129 / LcgNetAn implementation of ‘’Learned Conjugate Gradient Descent Network for Massive MIMO Detection‘’
rishabhk108 / OptimizationDemosSome simple demos I use in my optimization in ML course. Includes implementations of ML loss functions (Logistic Loss, SVM Loss, ..) and optimization algorithms (gradient descent, accelerated variants, conjugate GD, etc.)
sunsided / Optimization(Nonlinear) optimization algorithms in C#
vktrbr / Optimization MlOptimization in ML
Paulnkk / Nonlinear Optimization AlgorithmsImplementation of nonlinear Optimization Algorithms in Python
ryokbys / MinimizeMinimization routines such as steepest descent, conjugate gradient, and quasi-Newton methods with line search method such as quadratic interpolation and golden section.
i12cu4 / Optimization Theory And Algorithms MatlabLinear programming Golden cut algorithm Ternary quadratic interpolation method Steepest descent method Newton method Conjugate gradient methods Uadratic programming Rosen's gradient projection method
pkglimmer / Gradient Descent R DemoImplementation of vanilla gradient descent, Newton’s method, damped Newton’s method, conjugate gradient descent method, momentum, Nesterov accelerated gradient, Adagrad, Adadelta/RMSprop, and Adam.
i12cu4 / Numerical Algebra MatlabGaussian elimination method Column pivot elimination Chasing method Root-squaring method Jacobi iteration method Gaussian iteration method JOR method SOR method Steepest descent method Conjugate gradient methods The steepest descent method and the rate of convergence Newton iteration method Secant method Iteration method
Beliavsky / Optimization Codes By ChatGPTnumerical optimization subroutines in Fortran generated by ChatGPT-4
joslorgom / AveragedControlAveraged Optimal Control with Steepest Descent and Conjugate Gradient Methods in Matlab
iiduka-researches / 202104 SufficientAn implementation of the sufficient descent Riemannian conjugate gradient methods
