In this tutorial you can learn how the gradient descent algorithm works and implement it from scratch in python. First we look at what linear regression is, then we define the loss function. We learn ...

This repository contains a Python implementation of the Gradient Descent algorithm with a 3D animation that visualizes its convergence. Customize parameters like the learning rate and starting point ...

Learn how to implement SGD with momentum from scratch in Python—boost your optimization skills for deep learning. Deep Learning with Yacine Posted: May 29, 2025 | Last updated: May 29, 2025 ...

A popular method of force-directed graph drawing is multidimensional scaling using graph-theoretic distances as input. We present an algorithm to minimize its energy function, known as stress, by ...