Tweet The reason you might want to use the Functional API (instead of the Sequential API) is if you need more flexibility. For example, you are using: multiple inputs and outputs in a multitask learning model, or conditioning variables. complicated non-linear topology with layers feeding to multiple other layers. With the Sequential API, we didn’t … Continue reading The Keras Functional API