Keras 2.x Projects

Keras functional API model architecture

The functional API is much better when you want to do something that diverges from the basic idea of having an input, a succession of levels, and an output, for example, models with multiple inputs, multiple outputs, or a more complex internal structure, such as using the output of a given layer as an input to multiple layers or, on the contrary, combining the output of different layers to use them together as an input of another level.

In fact, as already said, the functional API allows you to create models with greater flexibility. We can easily define models in which the levels are connected in different ways and not just from the previous level to the next. In fact, we can link a layer to any other ...