[cloud-oak]

Perfect analogy! The cool part is that your model also gives good intuition about the gradient descent part. The springs' forces are the gradients, and the act of the line "snapping" into place is the gradient descent process.

Technically, physical springs will also have momentum and overshoot/oscillate. But even this is something that is used in practice, gradient descent with momentumg.