MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

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

MATLAB implementations of a variety of nonlinear programming algorithms.

Numerical Analysis code from the Oscar Veliz YouTube Channel

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

PyTorch implementation of the Hessian-free optimizer

Qt application to visualize newton fractals

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

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

Numerical analysis course in Python

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

Implementation of well-known numerical methods.

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

Numerical optimization library in C++.

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

Implementation of nonlinear Optimization Algorithms in Python

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

Index of different Optimization Methods

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