newtons-method

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hiroyuki-kasai /SGDLibrary

Star224

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

UpdatedMay 11, 2023
MATLAB

bueler /p4pdes

Star214

C and Python examples from my book on using PETSc and Firedrake to solve PDEs

python c parallel-computing scientific-computing partial-differential-equations finite-difference ordinary-differential-equations petsc krylov multigrid variational-inequality advection newtons-method preconditioning supercomputing finite-element-methods fluid-mechanics firedrake

UpdatedNov 9, 2025
C

clarkzinzow /Nonlinear-Optimization-Algorithms

Star172

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

UpdatedNov 13, 2020
MATLAB

osveliz /numerical-veliz

Sponsor

Star161

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

UpdatedSep 2, 2025
Python

chakravala /Fatou.jl

Sponsor

Star118

Fatou sets in Julia (Fractals, Newton basins, Mandelbrot)

chaos nonlinear root-finding recursion mandelbrot complex-numbers fractal-images fractal-algorithms fractals julia-sets numerical-analysis newtons-method newton-fractals julia-set

UpdatedOct 18, 2025
Julia

ltatzel /PyTorchHessianFree

Star36

PyTorch implementation of the Hessian-free optimizer

deep-neural-networks deep-learning conjugate-gradient optimization-algorithms stochastic-optimizers newtons-method matrix-free second-order-optimization hessian-free pytorch-implementation ggn

UpdatedJun 14, 2024
Python

jchristopherson /nonlin

Star27

A library that provides routines to compute the solutions to systems of nonlinear equations.

fortran optimization polynomials least-squares levenberg-marquardt nonlinear-equations nelder-mead newton-raphson-multivariable newtons-method bfgs quasi-newton

UpdatedAug 13, 2025
Fortran

chrizbee /NewtonFractal

Star26

Qt application to visualize newton fractals

qt dynamic iteration fractal root-finding numerical-methods fractal-images fractal-algorithms numerical-analysis newtons-method newton-fractals fractal-rendering newton-fractal

UpdatedMar 1, 2023
C++

EduardBargues /NonLinearEquationsSolver

Star24

This repository aim to provide with an easy-to-use library to solve non-linear systems of equations.

linq interface numerical-methods solvers newtonraphson equation-solver iteration-schemes newton-raphson newton-raphson-multivariable newtons-method non-linear-eigenproblem arc-length work-control

UpdatedMay 21, 2022
C#

petermchale /math105A

Star22

Numerical analysis course in Python

python svd lu-decomposition qr-decomposition newtons-method gaussian-elimination-algorithm complexity-analysis gram-schmidt

UpdatedDec 12, 2024
Jupyter Notebook

rickfu415 /heatConduction

Star20

A 1D heat conduction solver using Finite Difference Method and implicit backward Euler time scheme

plot heat-transfer numerical-methods newtons-method boundary-conditions finite-difference-method analytic-solutions

UpdatedAug 25, 2019
Jupyter Notebook

divyanshu-talwar /Numerical-Methods

Star12

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

UpdatedAug 8, 2021
Python

fritzwill /root-finding-methods

Star12

Utilizing root-finding methods such as Bisection Method, Fixed-Point Method, Secant Method, and Newton's Method to solve for the roots of functions

python numerical-methods numerical-analysis newtons-method fixed-point-iteration bisection-method secant-method

UpdatedFeb 17, 2025
Python

liuxiaodong008008 /numopt3

Star10

Numerical optimization library in C++.

machine-learning cpp gradient-descent numerical-optimization newtons-method

UpdatedJan 23, 2019
C++

RamiroCope /ConstrainedOptimization

Star10

matlab portfolio-optimization optimization-methods numerical-optimization optimization-algorithms quadratic-programming interior-point-method newtons-method constrained sequential-quadratic-programming

UpdatedJun 27, 2017
MATLAB

amirHosseinEz /Numerical-Analysis

Star9

This is a Numerical Analysis course project, implementing numerical analysis methods.

matlab pyhton gauss-elimination numerical-analysis laplace-equation newtons-method euler-method bisection-method simpson-method

UpdatedAug 5, 2023
MATLAB

iitrabhi /fenics-workshop

Star9

Tutorials and exercises for learning to use FEniCS [Website under construction]

workshop hpc fenics newtons-method picard-approximations

UpdatedApr 2, 2025
Jupyter Notebook

Paulnkk /Nonlinear-Optimization-Algorithms

Star8

Implementation of nonlinear Optimization Algorithms in Python

nonlinear-optimization conjugate-gradient-descent gradient-descent-algorithm newtons-method trust-region-dogleg-algorithm armijo-backtrack rosenbrock-function-optimization bfgs-algorithm

UpdatedFeb 15, 2022
Python

cvanaret /nonlinear_optimization_solver_benchmark

Sponsor

Star8

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

UpdatedNov 9, 2025

ELC /interactive-optimization

Star7

Index of different Optimization Methods

optimization levenberg-marquardt gradient-descent interactive-visualizations newtons-method bfgs quasi-newton nerdamer-js

UpdatedDec 4, 2022
JavaScript

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newtons-method

Here are 162 public repositories matching this topic...

hiroyuki-kasai /SGDLibrary

bueler /p4pdes

clarkzinzow /Nonlinear-Optimization-Algorithms

osveliz /numerical-veliz

chakravala /Fatou.jl

ltatzel /PyTorchHessianFree

jchristopherson /nonlin

chrizbee /NewtonFractal

EduardBargues /NonLinearEquationsSolver

petermchale /math105A

rickfu415 /heatConduction

divyanshu-talwar /Numerical-Methods

fritzwill /root-finding-methods

liuxiaodong008008 /numopt3

RamiroCope /ConstrainedOptimization

amirHosseinEz /Numerical-Analysis

iitrabhi /fenics-workshop

Paulnkk /Nonlinear-Optimization-Algorithms

cvanaret /nonlinear_optimization_solver_benchmark

ELC /interactive-optimization

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