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hiroyuki-kasai / SGDLibrary

Star 218

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

machine-learning big-data optimization matlab linear-regression machine-learning-algorithms sgd classification logistic-regression gradient optimization-algorithms online-learning gradient-descent-algorithm variance-reduction stochastic-gradient-descent newtons-method stochastic-optimization-algorithms quasi-newton softmax-classification svrg
  • Updated May 11, 2023
  • MATLAB

clarkzinzow / Nonlinear-Optimization-Algorithms

Star 162

MATLAB implementations of a variety of nonlinear programming algorithms.

algorithm newton optimization matlab nonlinear line-search conjugate-gradient nonlinear-programming-algorithms nonlinear-optimization optimization-algorithms nonlinear-programming conjugate-gradient-descent wolfe newtons-method bfgs nonlinear-optimization-algorithms matlab-implementations dogleg-method gauss-newton-method
  • Updated Nov 13, 2020
  • MATLAB
numerical-veliz

osveliz / numerical-veliz

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Star 139

Numerical Analysis code from the Oscar Veliz YouTube Channel

root-finding numerical-analysis taylor-series newtons-method power-method newton-fractal fixed-point-iteration bisection-method false-position-method muller-s-method secant-method steffensen-s-method wegstein-s-method durand-kerner brent-dekker aberth-ehrlich laguerre-s-method halley-s-method householder-s-method machin-like-forumla
  • Updated Jul 25, 2024
  • Python

divyanshu-talwar / Numerical-Methods

Star 12

Implementation of well-known numerical methods.

euler gauss-elimination newtons-method gauss-jordan simpson-rule thomas-algorithm crank-nicolson lagrange-interpolation backward-euler lu-factorisation fixed-point-iteration secant-method newtons-divided-difference-approach cubic-spline-interpolation gauss-seidel-iteration least-squares-curve-fitting improved-euler forward-time-centre-space ftcs-explicit ftcs-implicit
  • Updated Aug 8, 2021
  • Python

cvanaret / nonconvex_solver_comparison

Star 7

This repo collects results of nonlinear optimization solvers on standard benchmark problems

benchmarking benchmark optimization nonlinear-programming-algorithms nonlinear-optimization sqp nonlinear-programming newtons-method nonlinear-optimization-algorithms ipopt sequential-quadratic-programming performance-profile snopt augmented-lagrangian-method uno-solver interior-point-algorithms software-benchmarking filtersqp
  • Updated May 9, 2024

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