Implementation of nonlinear Optimization Algorithms in Python

An implementation of binary classification for distinguishing between the digits 0/1 and 8/9. Cost function minimization was applied using Gradient Descent and the Exact Newton methods.

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.