This repository contains Matlab codes for some mathematical topics in computer science.
A different method from gradient descent to find minimum function
This repository contains the files related to the assignmnet-3 done for ECSE-543: Numerical Methods for electrical Engineering
Conjugate Gradient Optimization with Matlab
Conjugate Gradient method for systems of multi-shift least squares problems
Matlab implementation for the solution of the Diffusion-Reaction problem with CG
Machine learning code: linear regression and logistic regression
Benchmarking of various descension algorithms on Dixon-Price test function
Preconditioned Conjugate Gradient implementation in MATLAB
MultiLayer Perceptron implementation in Matlab. It provides gradient descent with standard momentum and 3 different types of conjugate gradient as learning algorithms.
Conjugate Gradient method (CG)
MATLAB package of iterative regularization methods and large-scale test problems. This software is described in the paper "IR Tools: A MATLAB Package of Iterative Regularization Methods and Large-Scale Test Problems" that will be published in Numerical Algorithms, 2018.
MATLAB implementations of a variety of nonlinear programming algorithms.
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