newtons-method

There are 0 repository under newtons-method topic.

hiroyuki-kasai / SGDLibrary
MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
optimization optimization-algorithms machine-learning machine-learning-algorithms stochastic-optimization-algorithms stochastic-gradient-descent big-data gradient-descent-algorithm gradient logistic-regression sgd variance-reduction newtons-method linear-regression classification online-learning quasi-newton svrg softmax-classification matlab
Language:MATLAB 224
p4pdes
bueler / p4pdes
C and Python examples from my book on using PETSc and Firedrake to solve PDEs
petsc partial-differential-equations c scientific-computing parallel-computing variational-inequality newtons-method multigrid ordinary-differential-equations krylov preconditioning finite-element-methods supercomputing firedrake python fluid-mechanics advection finite-difference
Language:C 213
clarkzinzow / Nonlinear-Optimization-Algorithms
MATLAB implementations of a variety of nonlinear programming algorithms.
nonlinear-programming-algorithms nonlinear-optimization-algorithms wolfe bfgs newton matlab-implementations algorithm matlab nonlinear-optimization nonlinear-programming nonlinear line-search newtons-method dogleg-method conjugate-gradient conjugate-gradient-descent gauss-newton-method optimization optimization-algorithms
Language:MATLAB 172
numerical-veliz
osveliz / numerical-veliz
Numerical Analysis code from the Oscar Veliz YouTube Channel
numerical-analysis root-finding newtons-method fixed-point-iteration bisection-method false-position-method muller-s-method secant-method steffensen-s-method power-method wegstein-s-method newton-fractal durand-kerner brent-dekker aberth-ehrlich laguerre-s-method halley-s-method householder-s-method taylor-series machin-like-forumla
Language:Python 158
Fatou.jl
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
Language:Julia 117
ltatzel / PyTorchHessianFree
PyTorch implementation of the Hessian-free optimizer
conjugate-gradient deep-learning deep-neural-networks ggn hessian-free matrix-free newtons-method second-order-optimization pytorch-implementation optimization-algorithms stochastic-optimizers
Language:Python 37
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
Language:Fortran 27
NewtonFractal
chrizbee / NewtonFractal
Qt application to visualize newton fractals
newtons-method newton-fractals root-finding numerical-analysis numerical-methods qt iteration dynamic fractal fractal-rendering fractal-algorithms fractal-images newton-fractal
Language:C++ 26
EduardBargues / NonLinearEquationsSolver
This repository aim to provide with an easy-to-use library to solve non-linear systems of equations.
non-linear-eigenproblem newton-raphson newtons-method newton-raphson-multivariable numerical-methods linq iteration-schemes solvers equation-solver arc-length work-control interface newtonraphson
Language:C# 25
petermchale / math105A
Numerical analysis course in Python
newtons-method gaussian-elimination-algorithm complexity-analysis lu-decomposition gram-schmidt qr-decomposition svd python
Language:Jupyter Notebook 22
rickfu415 / heatConduction
A 1D heat conduction solver using Finite Difference Method and implicit backward Euler time scheme
heat-transfer numerical-methods finite-difference-method newtons-method analytic-solutions plot boundary-conditions
Language:Jupyter Notebook 20
divyanshu-talwar / Numerical-Methods
Implementation of well-known numerical methods.
fixed-point-iteration newtons-method secant-method lagrange-interpolation newtons-divided-difference-approach cubic-spline-interpolation gauss-elimination thomas-algorithm lu-factorisation gauss-jordan gauss-seidel-iteration least-squares-curve-fitting simpson-rule euler improved-euler crank-nicolson forward-time-centre-space ftcs-explicit ftcs-implicit backward-euler
Language:Python 12
fritzwill / root-finding-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
bisection-method python newtons-method secant-method fixed-point-iteration numerical-analysis numerical-methods
Language:Python 12
liuxiaodong008008 / numopt3
Numerical optimization library in C++.
numerical-optimization machine-learning cpp gradient-descent newtons-method
Language:C++ 10
RamiroCope / ConstrainedOptimization
constrained optimization-algorithms optimization-methods matlab portfolio-optimization numerical-optimization newtons-method interior-point-method sequential-quadratic-programming quadratic-programming
Language:MATLAB 10
amirHosseinEz / Numerical-Analysis
This is a Numerical Analysis course project, implementing numerical analysis methods.
bisection-method euler-method gauss-elimination laplace-equation matlab newtons-method numerical-analysis pyhton simpson-method
Language:MATLAB 9
iitrabhi / fenics-workshop
Tutorials and exercises for learning to use FEniCS [Website under construction]
fenics hpc newtons-method picard-approximations workshop
Language:Jupyter Notebook 9
cvanaret / nonconvex_solver_comparison
This repo collects results of nonlinear optimization solvers on standard benchmark problems
augmented-lagrangian-method interior-point-algorithms newtons-method nonlinear-optimization nonlinear-optimization-algorithms nonlinear-programming nonlinear-programming-algorithms sequential-quadratic-programming sqp benchmark benchmarking optimization performance-profile software-benchmarking ipopt snopt uno-solver filtersqp
8
Paulnkk / Nonlinear-Optimization-Algorithms
Implementation of nonlinear Optimization Algorithms in Python
newtons-method gradient-descent-algorithm conjugate-gradient-descent trust-region-dogleg-algorithm armijo-backtrack bfgs-algorithm nonlinear-optimization rosenbrock-function-optimization
Language:Python 8
ELC / interactive-optimization
Index of different Optimization Methods
optimization newtons-method quasi-newton levenberg-marquardt gradient-descent bfgs interactive-visualizations nerdamer-js
Language:JavaScript 7
HadiElnemr / Numerics-codes
Some Numerical Analysis algorithms implemented in Python.
numerical-methods numerical-analysis bisection-method newtons-method secant-method false-position-method fixed-point-method numerics
Language:Python 6
hanyas / second-order-smoothers
Second-order iterated smoothing algorithms for state estimation
batch-optimization gauss-newton kalman-filter kalman-smoother newtons-method rts-smoother sparse-optimization recursive-algorithms trust-region-optimization state-estimation state-space-models
Language:Python 6
arielcedola / Drift-diffusion-device-simulation
Pyhton algorithm for numerical simulation of heterostructure devices
python numerical-simulations algorithms drift-diffusion scientific-computing semiconductor-devices programming newtons-method equation-systems
Language:Python 5
bkb3 / Newton-Raphson-method-in-C
We use Newton-Raphson method to find zeroes of an equation.
newton-raphson newtons-method numerical-methods c
Language:C 5
cakirgokberk / Levenberg-Marquardt-Method
Levenberg-Marquardt Method is studied for finding the model parameters.
levenberg-marquardt levenberg-marquardt-algorithm optimization matlab newtons-method
Language:MATLAB 5
mlazaric / Newt
Python script for visualising the basins of attraction of Newton's method.
newtons-method visualization python newton-fractals pillow dismat2
Language:Python 5
s-baumann / MultivariateFunctions.jl
A framework for multivariate functions together with constructors for schumaker splines, OLS, Chebyshev, MARS splines for approximation.
interpolation algebra integration differentiation newtons-method julia-language
Language:Julia 5
tamaskis / newtons_method_n-MATLAB
Newton's method for finding the root of a differentiable, multivariate, vector-valued function.
matlab root newtons-method newton-raphson multivariate system-of-equations nonlinear
Language:MATLAB 5
newoptpy
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
Language:Python 4
MeadeRobert / OrbitSimulator
Orbit Simulator
orbital-mechanics orbital-simulation newtons-method android-app
Language:Java 4
stevenktruong / numerical-methods-python
A repository containing implementations of various numerical methods written in Python
numerical-methods python lagrange-polynomial-interpolation fixed-point-iteration newtons-method secant-method steffensen-s-method
Language:Python 4
bala4krish / Winding_down_the_road
Numerical Optimization library implementing Gradient Descent and Newton's method using backtracking line search for finding the minimum.
backtracking-search convex-optimization derivative gradient gradient-descent hessian matrix-inverse newtons-method
Language:C++ 3
dreamchef / numerical-analysis-methods
Collection of methods for numerical analysis and scientific computing, including numerical root-finders, numerical integration, linear algebra, and data visualization. Created for APPM4600 at CU Boulder.
numerical-analysis numerical-analysis-algorithms numerical-analysis-methods numerical-methods scientific-computing bisection-method convergence-analysis convergence-rate numerical-solver optimization order-of-convergence root-finding root-finding-algorithms root-finding-methods newton-method newton-raphson newtons-method fixed-point-iteration fixed-point-method
Language:Jupyter Notebook 3
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
Language:Python 3
mxmayerr / nonlinear-dynamics
Repository for my Nonlinear Dynamics files
logistic-map newtons-method nonlinear nonlinear-dynamics nonlinear-systems python quadratic-equations tkinter
Language:Python 3
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
Language:Jupyter Notebook 3

newtons-method

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

cvanaret / nonconvex_solver_comparison

Paulnkk / Nonlinear-Optimization-Algorithms

ELC / interactive-optimization

HadiElnemr / Numerics-codes

hanyas / second-order-smoothers

arielcedola / Drift-diffusion-device-simulation

bkb3 / Newton-Raphson-method-in-C

cakirgokberk / Levenberg-Marquardt-Method

mlazaric / Newt

s-baumann / MultivariateFunctions.jl

tamaskis / newtons_method_n-MATLAB

dahyun-kang / newoptpy

MeadeRobert / OrbitSimulator

stevenktruong / numerical-methods-python

bala4krish / Winding_down_the_road

dreamchef / numerical-analysis-methods

iMD10 / MATH317-Numerical-Methods

mxmayerr / nonlinear-dynamics

Samarth4023 / Calculus