deephyper.keras.layers.GlobalSumPool

class deephyper.keras.layers.GlobalSumPool(*args: Any, **kwargs: Any)

Bases: Layer

Global Summation Pool.

Takes the summation over all the nodes or features. Details can be seen from danielegrattarola/spektral

Parameters:

axis (int) – the axis to take summation.

Methods

call	Apply the layer on input tensors.

__call__(*args: Any, **kwargs: Any) → Any

Call self as a function.

call(inputs, **kwargs)

Apply the layer on input tensors.

Parameters:

inputs (tensor) – the node feature tensor

Returns:

GlobalSumPool tensor (tensor)