This repository contains a MATLAB script that implements the Newton method to solve non-linear equations. The script utilizes the Jacobian matrix and numerical derivatives to find the roots of ...

Linear Regression and Feature Engineering, Implementation of Gradient Descent, Sub-gradient Descent, Newton Method, Quasi-Newton Method, LBFGS, Determinig Confidence Interval from Bernouli, Uniform ...