https://github.com/bueler/p4pdes

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

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

Last synced: 06 Jul 2025

https://github.com/chakravala/fatou.jl

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

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

Last synced: 12 Oct 2025

https://github.com/chakravala/Fatou.jl

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

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

Last synced: 22 Jul 2025

https://github.com/ltatzel/pytorchhessianfree

PyTorch implementation of the Hessian-free optimizer

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

Last synced: 07 Oct 2025

https://github.com/jchristopherson/nonlin

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

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

Last synced: 06 Mar 2026

https://github.com/liuxiaodong008008/numopt3

Numerical optimization library in C++.

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

Last synced: 15 Apr 2025

https://github.com/iitrabhi/fenics-workshop

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

fenics hpc newtons-method picard-approximations workshop

Last synced: 08 Apr 2026

https://github.com/cvanaret/nonconvex_solver_comparison

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

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

Last synced: 17 Mar 2025

https://github.com/elc/interactive-optimization

Index of different Optimization Methods

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

Last synced: 08 Mar 2026

https://github.com/s-baumann/multivariatefunctions.jl

A framework for multivariate functions together with constructors for schumaker splines, OLS, Chebyshev, MARS splines for approximation.

algebra differentiation integration interpolation julia-language newtons-method

Last synced: 27 Oct 2025

https://github.com/mlazaric/newt

Python script for visualising the basins of attraction of Newton's method.

dismat2 newton-fractals newtons-method pillow python visualization

Last synced: 10 Apr 2025

https://github.com/imd10/math317-numerical-methods

A collection of Python implementations of numerical methods based on the pseudocodes from MATH317 lectures, including Bisection, Horner's method, Complete Horner's method, Newton's method, and Polynomial evaluation techniques.

bisection-method horners-method mathematics newtons-method numerical-methods polynomial

Last synced: 28 Jun 2025

https://github.com/dahyun-kang/newoptpy

Newton’s second-order optimization methods in python

newton-method newtons-method optimization-algorithms quasi-newton quasi-newton-method second-order-optimization

Last synced: 12 Apr 2025

https://github.com/samarth4023/calculus

📚 Calculus - Welcome to the Calculus repository! This collection is designed to help you understand and apply various calculus concepts that are essential for machine learning, data science, and beyond. Whether you are a student, a researcher, or just curious about calculus, you'll find valuable resources here.

derivatives gradient-descent gradients neural-network newtons-method optimization

Last synced: 06 Mar 2026

https://github.com/kkoukouletsou/optimization-techniques

Assignments for Optimization Techniques Course at ECE AUTH. Includes Steepest Descent, Levenberg-Marquardt and a Genetic Algorithm implementation for Network Traffic Optimization.

armijo bisection-method fibonacci genetic-algorithm golden-section levenberg-marquardt newtons-method steepest-descent

Last synced: 09 Sep 2025

https://github.com/tsmith023/rusty-rootsearch

A WIP library for performing multi-root searching of one-dimensional transcendental equations using auto-differentiation in Rust

auto-differentiation newtons-method rust

Last synced: 01 Apr 2025

https://github.com/the-mastermind1/algo_1

algo algorithms cpp fixed-point-iteration newtons-method

Last synced: 23 Jun 2025

https://github.com/paltoudara/algo_3

algorithms cpp fixed-point-iteration newtons-method

Last synced: 30 Jul 2025

https://github.com/paltoudara/algo_1

algo algorithms cpp fixed-point-iteration newtons-method

Last synced: 30 Jul 2025

https://github.com/plusk01/optimization_notes

Miscellaneous collection of optimization related notes

convex-optimization gradient-descent newtons-method nonlinear-optimization

Last synced: 14 Mar 2025

https://github.com/justinlubin/newton-hs

A Newton fractal generator written in Haskell

fractals newton-fractals newtons-method

Last synced: 10 Apr 2026

https://github.com/mkierzenka/Racket_NumericalMethods

A collection of Numerical Methods implemented in Racket. Includes Root Finders, ODE Solvers, Linear System Solvers, etc. as well as Applications/Demos.

3bodyproblem continued-fractions differential-equations linear-system-solver methods newtons-method numerical numerical-integration ode ode-solver pi racket racket-numericalmethods runge-kutta runge-kutta-4 runge-kutta-adaptive-step-size runge-kutta-methods

Last synced: 19 Nov 2025

https://github.com/excessphase/ctaylor

Dual number classes for automatic differentiation including for higher order derivatives

automatic-differentiation circuit-simulator cplusplus cplusplus-14 forward-mode-autodiff halley-s-method halleys-method hessian-matrix jacobian-matrix mathematics metaprogramming newtons-method numerical-analysis numerical-methods root-finding transistor-modeling

Last synced: 16 Feb 2026

https://github.com/rockfordwei/newtonraphson

A Swift Library for Newton Raphson Method

equation-solver newton-method newton-raphson newtons-method swift

Last synced: 24 Oct 2025

https://github.com/the-mastermind1/algo_2

algorithms cpp fixed-point-iteration newtons-method

Last synced: 01 Mar 2025

https://github.com/oseasandrepro/numericalanalysis

Implementation of the basics Algorithms on Numerical Analysis

algorithms bisection-method c gauss-elimination interpolation-methods newtons-method numerical-analysis numerical-analysis-algorithms pointer-to-function pointers polynomial-interpolation pragma regula-falsi secant-method uerj variadic-function

Last synced: 22 Feb 2026

https://github.com/kkoukouletsou/numerical-analysis-project

Assignments for Numerical Analysis Course at ECE AUTH

bisection-method halley-s-method newtons-method runge-kutta-4

Last synced: 02 Sep 2025

https://github.com/fusion809/lrt-normal-nonconst-var

Likelihood-ratio test for normally distributed populations with non-constant variance. Essentially a LRT equivalent to Welch's ANOVA. Documented in LaTeX, implemented in Python.

likelihood-ratio-test newtons-method statistics-in-python

Last synced: 19 May 2026

https://github.com/nlacey111/numerical-analysis

Including work from undergrad and graduate numerical analysis I and II.

bisection-method cholesky-decomposition cubic-splines discretization-algorithm error finite-difference-method fixed-point-iteration forward-euler gauss-seidel-method jacobi-iteration multi-stage-methods multistep-methods newtons-method polynomial-evaluation rank-approximation solving-least-squares solving-odes solving-pdes svd

Last synced: 21 Mar 2025

https://github.com/dscamiss/generalized-newtons-method

PyTorch implementation of the generalized Newton's method for learning rate selection

artificial-intelligence learning-rate learning-rate-scheduler learning-rate-scheduling machine-learning neural-networks newtons-method pytorch

Last synced: 18 May 2026

https://github.com/justinlubin/newton-js

A Newton fractal generator written in JavaScript

fractals newton-fractals newtons-method

Last synced: 29 Apr 2026

https://github.com/harshal306/houseprediction

Creating an Model for Finding best Prediction

machine-learning newtons-method python27

Last synced: 01 May 2026

https://github.com/nataliarodriguez-uc/auc-opt

Constructing new surrogate loss for optimizing pairwise difference metrics for training contrastive learning. This repo is implementing the loss to train for AUC classification tasks.

auc cifar10 classification contrastive-learning deep-learning julia lagrange-interpolation machine-learning newtons-method optimization python support-vector-machines

Last synced: 08 May 2026

https://github.com/ignabelitzky/roots-of-equations

Implementation and usage of numerical root-finding algorithms.

bisection-method newtons-method python root-finding-algorithms root-finding-methods secant-method

Last synced: 18 Jun 2026