conjugate-gradient-descent

There are 1 repository under conjugate-gradient-descent topic.

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 152
aromanro / DFTQuantumDot
Density Functional Theory with plane waves basis, applied on a 'quantum dot'. Volumetric visualization of orbitals with VTK
physics computational-physics dft vtk-applications fft poisson orbital eigen spectral-methods gradient-descent conjugate-gradient conjugate-gradient-descent preconditioning minimum mfc density-functional-theory quantum-dot quantum quantum-mechanics 3d
Language:C++ 22
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 19
hanyoseob / matlab-CG
Conjugate Gradient method (CG)
conjugate-gradient conjugate-gradient-descent cg-method matlab-implementations
Language:MATLAB 17
sunsided / optimization
(Nonlinear) optimization algorithms in C#
conjugate-gradient-descent csharp dotnet gradient-descent hager-zhang neural-network nonlinear-optimization optimization optimization-algorithms
Language:C# 10
vktrbr / optimization_ml
Optimization in ML
bfgs golden-section-search optimization visualization plotly streamlit successive-parabolic-interpolation brent-algirithm gradient-descent conjugate-gradient-descent exponential-regression linear-regression polynomial-regression python
Language:Python 10
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 7
Beliavsky / Optimization-Codes-by-ChatGPT
numerical optimization subroutines in Fortran generated by ChatGPT-4
gradient-descent numerical-optimization chatgpt chatgpt4 fortran hooke-jeeves nelder-mead simulated-annealing conjugate-gradient conjugate-gradient-descent unconstrained-optimization
Language:Fortran 5
elingaard / topopt-mgcg
Topology optimization code utilizing a Multi-Grid Conjugate Gradient solver.
conjugate-gradient-descent finite-element-methods multi-grid optimization-algorithms topology-optimization
Language:Python 3
FortranSoftwares / Conjugate-Gradient-Solver-for-Linear-Systems
CG is a FORTRAN77 library by Sourangshu Ghosh which implements a simple version of the conjugate gradient (CG) method for solving a system of linear equations of the form A*x=b, suitable for situations in which the matrix A is positive definite (only real, positive eigenvalues) and symmetric.
conjugate-gradient conjugate-gradient-descent fortran fortran77 shell
Language:Fortran 1
giamuhammad / neuralnet_optimization_based_on_ga
Forecasting for AirQuality UCI dataset with Conjugate Gradient Artificial Neural Network based on Feature Selection L1 Regularized and Genetic Algorithm for Parameter Optimization
artificial-neural-networks conjugate-gradient-descent forecasting genetic-algorithm l1-regularization optimization predictive-modeling regression-models
Language:Jupyter Notebook 1
RipperJ / GD-CGD-Regression
Gradient Descent (GD) v.s. Conjugate Gradient Descent (CGD) for 2-D Linear Regression
linear-regression 2-dimensional conjugate-gradient-descent gradient-descent
Language:Python 1
SubhrangshuBit / Optimization---Conjugate-Gradient-
Identical directions generated by Linear Conjugate Gradient and David-Fletcher-Powell
conjugate-gradient-descent david-fletcher-powell quadratic-function optimization
Language:Jupyter Notebook 1
asifzubair / comp_methods_optimization
Computational Methods for Optimization
conjugate-gradient-descent gradient-descent simplex
Language:Matlab 0
pkasela / Decision-Models-Assignments
Reports of the assignments: Decision Models a.y. 2018/2019
decision-model decision-trees linear-programming non-linear-optimization heuristics neh simulated-annealing radiant r rmarkdown gradient-descent stochastic-gradient-descent conjugate-gradient-descent
Language:R 0
rlax59us / Numerical_Optimization
Python Implementation and Visualization of Numerical Optimization Techniques
gradient-descent numerical-optimization stochastic-optimization conjugate-gradient-descent global-optimization optimization-algorithms
Language:Python 0
ShkalikovOleh / OptAlg
Set of optimization algorithms.
optimization-algorithms university gradient-descent nelder-mead hooke-jeeves conjugate-gradient-descent bfgs dfp clonalg penalty barrier-method augmented-lagrange-multipliers
Language:Python 0
ndamulelonemakh / optimization-algorithms
Implementation of optimization algorithms in python
gradient-descent from-scratch coordinate-descent conjugate-gradient-descent conjugate-gradient python optimization-algorithms
Language:Python
ylochman / optimization
Numerical Optimization Methods coursework | Institute for Applied System Analysis (2017)
gradient-descent newtons-method conjugate-gradient-descent quasi-newton
Language:Jupyter Notebook