TensorFlow, an open-source machine learning framework developed by Google, represents models using computational graphs. A computational graph is a powerful abstraction that allows TensorFlow to efficiently represent and execute complex mathematical computations. In this answer, we will explore how TensorFlow represents models using computational graphs and discuss their significance in the field of machine learning.