deephyper.keras.layers.UpdateFuncMLP

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

Bases: Layer

Multi-layer perceptron update function.

Parameters:

• state_dim (int) – number of output channels.

• activation (str) – the type of activation functions.

Methods

build
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 (list) – old_state (tensor): node hidden feature tensor agg_messages (tensor): node hidden feature tensor

Returns:

activated tensor from update function (

Return type:

activation (tensor)