Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way ...

This repository contains Python ... Descent and Newton's Method, along with several variants. The algorithms are tested on standard benchmark functions, and their performance is analyzed and ...

This project implements the neural network without relying on high-level frameworks like TensorFlow or PyTorch, providing insight into the mechanics of neural networks, including forward and backward ...