newton-method

There are 1 repository under newton-method topic.

rfeinman / pytorch-minimize
Newton and Quasi-Newton optimization with PyTorch
minimization newton-method optimization pytorch quasi-newton-method
Language:Python 274
SciML / NonlinearSolve.jl
High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.
nonlinear-equations steady-state equilibrium deep-equilibrium-models bracketing newton-raphson sparse-matrices high-performance-computing differential-equations factorization julia newton-krylov newton-method scientific-machine-learning sciml sparse-matrix
Language:Julia 204
machine-learning
je-suis-tm / machine-learning
Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Matrix Factorization, Koren Neighborhood Model, Koren Integrated Model, Dawid-Skene, Platt-Burges, Expectation Maximization, Factor Analysis, ISTA, FISTA, ADMM, Gaussian Mixture Model, OPTICS, DBSCAN, Random Forest, Decision Tree, Support Vector Machine, Independent Component Analysis, Latent Semantic Indexing, Principal Component Analysis, Singular Value Decomposition, K Nearest Neighbors, K Means, Naïve Bayes Mixture Model, Gaussian Discriminant Analysis, Newton Method, Coordinate Descent, Gradient Descent, Elastic Net Regression, Ridge Regression, Lasso Regression, Least Squares, Logistic Regression, Linear Regression
naive-bayes support-vector-machine stochastic-gradient-descent batch-gradient-descent newton-method multinomial-naive-bayes linear-discriminant-analysis sequential-minimal-optimization k-nearest-neighbors dbscan expectation-maximization expectation-maximization-algorithm factor-analysis independent-component-analysis latent-semantic-analysis low-rank-approximation singular-value-decomposition ridge-regression lasso-regression em-algorithm
Language:Jupyter Notebook 202
cvanaret / Uno
A next-gen solver for nonlinearly constrained nonconvex optimization. Modular and lightweight, it unifies iterative methods (SQP vs interior points) and globalization techniques (filter method vs merit function, line search vs trust region method) in a single framework. Competitive against IPOPT, filterSQP, SNOPT, MINOS and CONOPT
optimization-algorithms optimization-methods optimization nonlinear-optimization nonlinear-programming nonlinear-programming-algorithms gradient-descent newton-method cplusplus-17 cplusplus numerical-optimization nlp-solver interior-point-method quadratic-programming sequential-quadratic-programming continuous-optimization mathematical-programming constrained-optimization nonconvex-optimization mathematical-optimization
Language:C++ 138
$newton-fractal$ alordash / newton-fractal
Drawing Newton's fractal using pure js, rust-wasm, SIMDs, threads and GPU
glsl newton-fractal newton-fractals newton-method newtons-fractal rust simd threads wasm web-worker webgl webgl2
Language:TypeScript 102
bamtak / machine-learning-implemetation-python
Basic Machine Learning implementation with python
machine-learning machine-learning-algorithms naive-bayes-implementation gaussian-naive-bayes-implementation gaussian-discriminant-analysis k-means-implementation-in-python linear-regression logistic-regression-scratch multiclass-logistic-regression multiclass-gda-implementation newton-method perceptron-algorithm wrapper-me multinomial-naive-bayes
Language:Jupyter Notebook 94
tomoleary / hessianlearn
Hessian-based stochastic optimization in TensorFlow and keras
optimization optimization-algorithms stochastic-optimization newton-method second-order-optimization tensorflow keras
Language:Python 28
gianlucadetommaso / Stein-variational-samplers
Python and MATLAB code for Stein Variational sampling methods
stein-variational-gradient-decent variational-inference newton-method bayesian-inference sampling optimisation changepoint hawkes-process lstm-neural-networks stein-variational-newton svocd
Language:Jupyter Notebook 21
alwaysbyx / Optimization-and-Search
Implementation and visualization (some demos) of search and optimization algorithms.
optimization newton-method conjugate-gradient-descent simulated-annealing-algorithm cross-entropy-method search-gradient a-star-algorithm value-iteration policy-iteration
Language:Python 17
OPTAMI / OPTAMI
This package is dedicated to high-order optimization methods. All the methods can be used similarly to standard PyTorch optimizers.
high-order-methods second-order-optimization pytorch-optimizers damped-netwon newton-method
Language:Python 15
AlexeyShpavda / NumericalAnalysisMethods
If you find any errors in the work of algorithms, you can fix them by creating a pull request
aiken aitken-method bisection-method chord-method csharp fixed-point-iteration interpolation-methods lagrange-polynomial-interpolation least-squares math newton-method numerical-analysis numerical-methods solving-system steffensen-s-method
Language:C# 9
girafe-ai / msai-optimization
Optimization course for MSAI at MIPT
convex-optimization gradient-descent lectures newton-method optimization optimization-algorithms slides
Language:Jupyter Notebook 8
Chris00 / root1d
Collection of functions to find roots of functions float → float. Pure OCaml code.
scientific-computing root-finding brent newton-method ocaml ocaml-library
Language:OCaml 7
tomoleary / MatrixFreeNewton.jl
Prototyping of matrix free Newton methods in Julia
julia optimization newton-method second-order-optimization optimization-algorithms stochastic-optimization
Language:Julia 7
aliiimaher / Numerical-Analysis
This is a Numerical Analysis course project, implementing numerical analysis methods.
bisection-method euler-method gaussian-elimination matlab newton-method numerical-methods simpson-method laplace-equation-solver
Language:MATLAB 6
forsolver
gha3mi / forsolver
ForSolver - linear and nonlinear solvers
fortran linear-system-solver newton-raphson solver fortran-package-manager nonlinear-systems complex-step-differentiation finite-difference-method newton-method quasi-newton-method
Language:Fortran 6
mrsamsami / Convex-Optimization
Implementation and analysis of convex optimization algorithms
convex-optimization gradient-descent stochastic-gradient-descent newton-method proximal-gradient-descent machine-learning
Language:Jupyter Notebook 5
1997alireza / Optimization
Optimization course assignments under the supervision of Dr. Maryam Amirmazlaghani
barrier-method cauchy-point conjugate-gradient constrained-optimization dogleg-algorithm dogleg-method line-search linear-conjugate-gradient log-barrier newton-direction newton-method optimization primal-dual primal-dual-interior-point quasi-newton steepest-descent-direction trust-region trust-region-dogleg-algorithm unconstrained-optimization
Language:Jupyter Notebook 4
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
MagiFeeney / MagiOPT
A Unified Pytorch Optimizer for Numerical Optimization
augmented-lagrangian-method barzilai-borwein bfgs conjugate-gradient dfp fr gauss-newton lmf newton-method prp sr1 steepest-descent broyden dogleg inverse-barrier-method log-barrier-method penalty-method
Language:Python 4
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
mihonen / polynomials
Polynomial essentials for Golang including real root isolation, complex root solving methods, root bounds, and derivatives.
derivative math polynomials root-finding durand-kerner newton-method sturm-sequence
Language:Go 3
SanketSarmalkar / Numerical_Methods
C++11 implementation of numerical algorithms described in Numerical Analysis by Richard L. Burden and J. Douglas Faires
cpp17 mathematics nonlinear-systems numerical-methods bisection-method fixed-point-method newton-method secant-method modified-newton-method curve-fitting divided-differences euler-method lagrange-interpolation numerical-differentiation numerical-integration gauss-methods regula-falsi-method taylor-method runga-kutta-method
Language:C++ 3
3approx4 / Numerical-Methods
Numerical methods algorithms implementation
mathematics numerical-computation linear-equation-solver dotnet-core csharp gauss-seidel nonlinear-optimization minmax bisection-method newton-method
Language:C# 2
a-granados / PO_periodic_systems
Computation of periodic orbits of non-autonomous systems and fixed points of maps using Newton method
fixed-points stroboscopic-map newton-method
Language:C 2
CosmoQua / NewtonVsMachine
Its Newton Vs the Machines!
3-body-problem deep-learning mechanics neural-networks newton-method physics-simulation
2
newton-fractal
$newton-fractal$ huncut2016 / newton-fractal
Newton fractal in openframeworks, with shaders. (inspired by: 3b1b)
fractal fractal-rendering glsl newton-fractal newton-method newton-raphson openframeworks parallel parallel-computing shader shaders
Language:C++ 2
ishan-gupt / Optimization-Techniques
Optimization Techniques Lab Dump
vit vitap ot optimization optimisation-algorithms optimisation big-m dual-simplex game-theory golden newton-method simplex simplex-method-matlab simplex-method vogels
Language:MATLAB 2
milescb / algebraic_geometry_projects
Projects from MATH 555, Computational Algebraic Geometry taken Fall of 2021
algebraic-geometry homotopy-continuation newton-method torii
Language:Julia 2
mk314k / Polynomial
A Python Implementation of Polynomials and algorithms associated with it
newton-method polynomial python
Language:Jupyter Notebook 2
rkolovanov / computing-mathematics
Моделирование различных динамических процессов с использованием методов вычислительной математики
modeling study kahan-summation lagrange-interpolation n-body-simulation newton-interpolation newton-method sir-model electronic-oscillator-model falling-simulation ideal-spring-simulation
Language:Jupyter Notebook 2
RPGupta30 / Unconstrained_Minimization_Algorithms
Implementation of Unconstrained minimization algorithms. These are listed below:
conjugate-gradient steepest-descent newton-method modified-newton quasi-newton
Language:Python 2
mehdimhb / optimization
a Python implementation of various optimization methods for functions using Streamlit.
gradient-descent newton-method optimization streamlit
Language:Python 1
NiMlr / pynlqn
Global Optmization with Gradients: Python implementation of an experimental non-local Newton method
global-optimization gradient-descent newton-method
Language:Python 1
RockfordWei / NewtonRaphson
A Swift Library for Newton Raphson Method
equation-solver newton-method newton-raphson newtons-method swift
Language:Swift 1
thapa-jeevan / Optimization
Project II from CISC.820.01 - Quantitative Foundations
gradient-descent newton-method quasi-newton-method adam-optimizer
Language:Python 1

newton-method

rfeinman / pytorch-minimize

SciML / NonlinearSolve.jl

je-suis-tm / machine-learning

cvanaret / Uno

alordash / newton-fractal

bamtak / machine-learning-implemetation-python

tomoleary / hessianlearn

gianlucadetommaso / Stein-variational-samplers

alwaysbyx / Optimization-and-Search

OPTAMI / OPTAMI

AlexeyShpavda / NumericalAnalysisMethods

girafe-ai / msai-optimization

Chris00 / root1d

tomoleary / MatrixFreeNewton.jl

aliiimaher / Numerical-Analysis

gha3mi / forsolver

mrsamsami / Convex-Optimization

1997alireza / Optimization

dahyun-kang / newoptpy

MagiFeeney / MagiOPT

dreamchef / numerical-analysis-methods

mihonen / polynomials

SanketSarmalkar / Numerical_Methods

3approx4 / Numerical-Methods

a-granados / PO_periodic_systems

CosmoQua / NewtonVsMachine

huncut2016 / newton-fractal

ishan-gupt / Optimization-Techniques

milescb / algebraic_geometry_projects

mk314k / Polynomial

rkolovanov / computing-mathematics

RPGupta30 / Unconstrained_Minimization_Algorithms

mehdimhb / optimization

NiMlr / pynlqn

RockfordWei / NewtonRaphson

thapa-jeevan / Optimization

$newton-fractal$ alordash / newton-fractal

$newton-fractal$ huncut2016 / newton-fractal