Of course, let's break down Energy-Based Models (EBMs) step by step.

Step 1: Understanding the Core Concept of Energy-Based Models

At its heart, an Energy-Based Model is a type of machine learning model that learns to associate a scalar "energy" value with every possible configuration of its input data. The central idea is inspired by physics: