Easy-to-use linear and non-linear solver

📉 JavaScript Text Statistics that counts lines, words, chars, and spaces.

Codes for primal-dual method with linesearch

Implementation of a Neural Network with L-BFGS with Line Search and Gradient Descent with Momentum for numerical optimization purposes

Line-Search algorithm

Text Statistics For Node Streams

Implementation of numerical optimization algorithms for logistic regression problem.

This package implements some optimization methods used in numerical optimiation tasks for neural networks that aren't usually implemented in deep learning frameworks because of their computational constraints.

Convex, Nonsmooth, Nonlinear Optimization Solver and Problems

Golden Section, Quadratic Interpolation, Nelder-Mead line search algorithms are studied.

This repository contains the project work done within an online summer program Polymath Jr ReU. This work was presented at Joint Mathematics Meetings 2024, San Francisco hosted by American Mathematical Society.

Visualize common algorithms using python

Provides line search methods, such as backtracking, to determine the optimal step size in optimization and root-finding algorithms.

Line Search optimization of several 2D functions demonstrating the usage of Gradient Descent and Hessian direction with Wolfe condition