sergeantquickscoper/stdlib-showcase

This repository showcases a JavaScript implementation of Newton's method for unconstrained numerical optimization, demonstrating how the stdlib library can be used to build advanced numerical algorithms. The project implements core optimization components including numerical gradient and Hessian computation, linear system solvers, and the Newton's method algorithm itself, with comprehensive testing across various benchmark functions like Rosenbrock and Himmelblau. It's designed for developers and researchers interested in numerical optimization in JavaScript who want to see practical examples of using stdlib's typed arrays, BLAS operations, and mathematical functions for building optimization algorithms.