bueler/p4pdes

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

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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.

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euler357/sqrt

Answer to C/Linux programming challenge to do a square root and print the result without using ANY c libraries

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iitrabhi/fenics-workshop

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

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lawrencegranda/function-analyzer-web

Language: JavaScript - Size: 14.3 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

dahyun-kang/newoptpy

Newton’s second-order optimization methods in python

Language: Python - Size: 21.1 MB - Last synced at: 9 days ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

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.

Language: MATLAB - Size: 7.61 MB - Last synced at: 17 days ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

heyjianjing/convex_optimization

Some notes on convex optimization

Language: Jupyter Notebook - Size: 8.71 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

ExcessPhase/ctaylor

Dual number classes for automatic differentiation including for higher order derivatives

Language: C++ - Size: 1.14 MB - Last synced at: 11 days ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

ltatzel/PyTorchHessianFree

PyTorch implementation of the Hessian-free optimizer

Language: Python - Size: 161 KB - Last synced at: 20 days ago - Pushed at: 10 months ago - Stars: 34 - Forks: 6

osveliz/numerical-veliz

Numerical Analysis code from the Oscar Veliz YouTube Channel

Language: Python - Size: 163 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 145 - Forks: 22

jchristopherson/nonlin

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

Language: Fortran - Size: 3.47 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 27 - Forks: 3

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

Language: Python - Size: 8.79 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 12 - Forks: 5

chakravala/Fatou.jl

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

Language: Julia - Size: 4.96 MB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 116 - Forks: 15

dscamiss/generalized-newtons-method

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

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kkoukouletsou/Numerical-Analysis-Project

Assignments for Numerical Analysis Course at ECE AUTH

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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.

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fxrshed/root-newton

Language: Jupyter Notebook - Size: 3.87 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

SisyphusRex/Yield2Maturity

Apply Newton's Method of Approximation to the Yield to Maturity for Bonds formula

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nlacey111/Numerical-Analysis

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

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petermchale/math105A

Numerical analysis course in Python

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The-Mastermind1/algo_4

Language: C++ - Size: 17.6 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

The-Mastermind1/algo_3

Language: C++ - Size: 15.6 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

The-Mastermind1/algo_2

Language: C++ - Size: 17.6 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

The-Mastermind1/algo_1

Language: C++ - Size: 16.6 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

saa-97/Optimal-Control-of-a-Quadrotor-with-Suspended-Load

This project was developed for the final examination of the course Optimal Control for the Master's degree in Automation Engineering at the University of Bologna.

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ftrifoglio/math-for-ml

Notes from Mathematics for Machine Learning and Data Science Specialization

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cvanaret/nonconvex_solver_comparison

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

Size: 22.7 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 7 - Forks: 0

s-baumann/MultivariateFunctions.jl

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

Language: Julia - Size: 258 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 5 - Forks: 1

EduardBargues/NonLinearEquationsSolver

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

Language: C# - Size: 973 KB - Last synced at: about 14 hours ago - Pushed at: almost 3 years ago - Stars: 25 - Forks: 8

hidiryuzuguzel/newton-root-finding-algorithm

Root finding software for general third degree polynomials using Newton's method

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hanyas/second-order-smoothers

Second-order iterated smoothing algorithms for state estimation

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OnurArdaB/Numerical-Analysis-Root-Finding-Methods

Language: MATLAB - Size: 6.84 KB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Udrasht/OM-Assignment-1

This repo contain implementation of Steepest Descent algorithm using inexact line search and Newton's method on Functions like Tried Function, Three Hump Camel, Styblinski-Tang Function, Rosenbrock Function, etc.

Language: Python - Size: 28.9 MB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Shamrat777/Newton-Raphson-Method

Language: Java - Size: 17.6 KB - Last synced at: 12 months ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 1

jangel347/numeric_methods

Métodos numéricos con python(Numpy, matplotlib, pandas)

Language: Python - Size: 21.5 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

ianyang0106/Weber-Davis-Wind-Model

Weber&Davis wind solution

Size: 2.16 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

BarbulescuMihai/PyTES

Python Transcendental Equation Solvers

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without-eyes/Newton

C++ implementation of the Newton method

Language: C++ - Size: 1000 Bytes - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

alessandropier/Calcolo-Numerico-21-22

Language: MATLAB - Size: 196 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

lucianobajr/MAF-271

:infinity: numerical calculation

Language: Jupyter Notebook - Size: 65.4 KB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

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.

Language: Jupyter Notebook - Size: 8.21 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

ignabelitzky/roots-of-equations

Implementation and usage of numerical root-finding algorithms.

Language: Python - Size: 38.1 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

rsm-13/nonlinear-dynamics

Exploring Chaos Theory and Nonlinear Equations via Graphical Interfaces

Language: Python - Size: 3.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

fra99le/fnt

Numerical Toolbox

Language: C - Size: 342 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Mohamed-489560/Newton_Method

C++ program to solve Newton Method

Size: 1.95 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

jonnykl/NewtonsMethodCalculator

Newton's method calculator with a GUI visualizing the steps of the algorithm

Language: Java - Size: 2.73 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

AdrienTaylor/Performance-Estimation-Problems-For-Newton

Code for symbolic validations of the PEP-based proofs for the article " Worst-case convergence analysis of gradient and Newton methods through semidefinite programming performance estimation" authored by E. de Klerk, F. Glineur and A. Taylor

Language: MATLAB - Size: 6.84 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

rickfu415/heatConduction

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

Language: Jupyter Notebook - Size: 121 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 16 - Forks: 9

RuslanZanevskiy/newtons_method

Realization of Newton's method in python

Language: Python - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

MaksymAndreiev/DecisionSupportSystemsCourse

Workshop on the course "Computer decision support systems" at V. N. Karazin Kharkiv National University

Language: Python - Size: 179 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

bchaoss/Numerical-Optimization

Numerical optimization algorithms with examples in Python.

Language: Jupyter Notebook - Size: 3.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

mxmayerr/nonlinear-dynamics

Repository for my Nonlinear Dynamics files

Language: Python - Size: 131 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

madisongarccia/MATH215

Computational Linear Algebra - Python

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Nikolay1998/numerical-root-finding-algorithms

Root-finding algorithms implementation. 2019.

Language: Java - Size: 279 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Backgammonian/Roots-Finder

WPF app for finding and visualizing the root values of non-linear math functions

Language: C# - Size: 66.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

bkb3/Newton-Raphson-method-in-C

We use Newton-Raphson method to find zeroes of an equation.

Language: C - Size: 31.3 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 1

clarkzinzow/Nonlinear-Optimization-Algorithms

MATLAB implementations of a variety of nonlinear programming algorithms.

Language: MATLAB - Size: 30.3 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 133 - Forks: 41

hiroyuki-kasai/SGDLibrary

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

Language: MATLAB - Size: 31.3 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 194 - Forks: 87

tamaskis/newtons_method_n-MATLAB

Newton's method for finding the root of a differentiable, multivariate, vector-valued function.

Language: MATLAB - Size: 938 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

amirHosseinEz/Numerical-Analysis

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

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tsmith023/rusty-rootsearch

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

Language: Rust - Size: 16.6 KB - Last synced at: 21 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

tamaskis/Root_Finding_Toolbox-MATLAB

Root-finding methods for both univariate, scalar-valued functions and multivariate, vector-valued functions.

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Pongpang-2102/Numerical-Computation-and-Optimization-Models_KDAI-Project

This Repository stores any Project & Assignment from Course : Numerical Computation & Optimization Models from KDAI Curriculum

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Paulnkk/Nonlinear-Optimization-Algorithms

Implementation of nonlinear Optimization Algorithms in Python

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tA-bot-git/python-logisticReg

Language: Jupyter Notebook - Size: 10.6 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

maristie/robotic-arm-simulation

Simulate a multi-segment robotic arm.

Language: Python - Size: 581 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

chrizbee/NewtonFractal

Qt application to visualize newton fractals

Language: C++ - Size: 16.1 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 23 - Forks: 6

gabrielmazz/interpolador_newton

Este código usa o método de Interpolação de Newton para gerar um polinômio que aproxime uma função dada pelos pontos

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sayarghoshroy/COVID-19_Modelling_for_India

Modelling the Coronavirus Statistics for India using the SIR Model

Language: Jupyter Notebook - Size: 6.58 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 2

brugr9/nummeth 📦

Programmierung TI-89: Numerische Methoden zur Approximation und Integration

Size: 1.86 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

adammaj1/Mandelbrot-set-topology

Mandelbrot set topology

Language: C - Size: 768 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

divyanshu-talwar/Numerical-Methods

Implementation of well-known numerical methods.

Language: Python - Size: 37.1 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 3

stevenktruong/numerical-methods-python

A repository containing implementations of various numerical methods written in Python

Language: Python - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1

oseasandrepro/NumericalAnalysis

Implementation of the basics Algorithms on Numerical Analysis

Language: C - Size: 2.19 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

ELC/interactive-optimization

Index of different Optimization Methods

Language: JavaScript - Size: 382 KB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 2

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.

Language: Racket - Size: 52.7 KB - Last synced at: 12 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

Quelich/algomodel

The implementation of advanced mathematical optimization methods

Language: MATLAB - Size: 1.18 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

RockfordWei/NewtonRaphson

A Swift Library for Newton Raphson Method

Language: Swift - Size: 7.81 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

dannyphandannyphan/newtons-method

Interactive Jupyter notebook of how Newton's method can be used to find solutions for functions.

Language: Jupyter Notebook - Size: 233 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

mell-o-tron/PyNewton

A crappy visualization of Newton's method

Language: Python - Size: 70.3 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

corinnastrada/functions_optimisation

Analytical and Numerical Approximation of functions

Language: Jupyter Notebook - Size: 311 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

as1mple/numerical_methods

This repository implements the basic numerical methods for solving nonlinear equations. All of them are presented in one console program, which is easy to use. The output of the program is both real and complex numbers.

Language: Python - Size: 10.7 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

arielcedola/Drift-diffusion-device-simulation

Pyhton algorithm for numerical simulation of heterostructure devices

Language: Python - Size: 1.01 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 2

a1k0u/my-numerical-analysis

🎓 My university course in numerical analysis from Fedor Sergeevich Peplin. Here you can find some implemented algorithms from this subject with a brief description.

Language: Python - Size: 2.27 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

justinlubin/newton-js

A Newton fractal generator written in JavaScript

Language: JavaScript - Size: 2.93 KB - Last synced at: 4 days ago - Pushed at: over 9 years ago - Stars: 0 - Forks: 0

aliizadi/advanced-optimization-course

assignments and projects of advanced optimization course

Language: Jupyter Notebook - Size: 4.25 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

BlackfyreInc/ComplexRootFinder

Several methods for root finding of polynomials (both real and complex roots)

Language: C++ - Size: 23.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

remullo/Computational-Mathematical-Modeling-Projects-for-Scientific-Approaches

This repository is focused in some mathematical modeling techniques, such as, such as Newton`s root method, Bolzano theorem and false-position algorithm.

Language: Scilab - Size: 17.6 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

DiegoRosas12/numerical_Methods_in_C

Language: C - Size: 29.3 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

tamaskis/newtons_method-MATLAB

Newton's method for finding the root of a differentiable, univariate, scalar-valued function.

Language: MATLAB - Size: 3.08 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

HadiElnemr/Numerics-codes

Some Numerical Analysis algorithms implemented in Python.

Language: Python - Size: 7.81 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 0

mlazaric/Newt

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

Language: Python - Size: 12.7 KB - Last synced at: 12 days ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 2

Songyosk/MNLL2ELDM

Minimisation of a negative log likelihood fit to extract the lifetime of the D^0 meson (MNLL2ELDM)

Language: Python - Size: 2.39 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

0dm/newtons-method

lazy implementation of newton's method in python

Language: Python - Size: 4.88 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

JaiJaveria/Machine_Learning

Implementation of Machine Learning Models and algorithms like linear and logistic regression, GDA, Naive Bayes

Language: Jupyter Notebook - Size: 28.4 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

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.

Language: TeX - Size: 1.73 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Tzesh/Approximator

Approximator is a basic Python program that approximates the y value according to given data (x and y values) with respect to x. Approximator uses Direct Method of Polynomial Interpolation, Lagrange Polynomial Interpolation, and Newton's Divided Difference Polynomial Interpolation.

Language: Python - Size: 11.7 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

jvirico/optimization-methods

Different exercises for finding extremas of a function, approximating roots, finding a minimizer, for univariate and multivariate problems.

Language: Python - Size: 3.91 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

YashIITM/Root-Finding-Algorithms

The behaviour of general root-finding algorithms is studied in numerical analysis. How-ever, for polynomials, root-finding study belongs generally to computer algebra, sincealgebraic properties of polynomials are fundamental for the most efficient algorithms. The efficiency of an algorithm may depend dramatically on the characteristics of the given functions. For example, many algorithms use the derivative of the input function,while others work on every continuous function. In general, numerical algorithms are not guaranteed to find all the roots of a function, so failing to find a root does not prove that there is no root. However, for polynomials, there are specific algorithms that use algebraic properties for certifying that no root is missed, and locating the roots in separate intervals(or disks for complex roots) that are small enough to ensure the convergence of numerical methods (typically Newton’s method) to the unique root so located.

Language: TeX - Size: 942 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0