What is it?

Computational graphs are an abstraction of a graph used to represent mathematical expressions, used in Deep Learning to represent a model, or a neural network.

It’s a directed graph where each node corresponds to an operation or a variable. For example, a computational graph for a simple Linear Regression:

This is, in the end, the same as the equation .