PseudoInputs

latent.layers.PseudoInputs

Creates trainable pseudo inputs (Tomczak 2017) based on input shapes.

__init__(self, n_inputs, name=None, activation='relu', initializer=None) special

Parameters:

Name	Type	Description	Default
n_inputs	int	Positive integer, number of pseudo-inputs.	required
name	str	String indicating the name of the layer.	None
activation	Union[str, Callable]	Activation function to use.	'relu'
initializer	Union[str, Callable]	Initializer for the kernel weights matrix.	None