DenseBlock

latent.layers.DenseBlock

Basic dense layer block with regularization, dropout, and batch-/layernorm functionality.

__init__(self, units, name=None, dropout_rate=0.1, batchnorm=True, layernorm=False, l1=0.0, l2=0.0, activation='leaky_relu', initializer='glorot_normal') special

Parameters:

Name	Type	Description	Default
units	int	Positive integer, dimensionality of the output space.	required
name	str	String indicating the name of the layer.	None
dropout_rate	float	Float between 0 and 1. Fraction of the input units to drop.	0.1
batchnorm	bool	Boolean, whether to perform batch normalization.	True
layernorm	bool	Boolean, whether to perform layer normalization.	False
l1	float	Float. L1 regularization factor.	0.0
l2	float	Float. L2 regularization factor.	0.0
activation	Union[str, Callable]	Activation function to use.	'leaky_relu'
initializer	Union[str, Callable]	Initializer for the kernel weights matrix.	'glorot_normal'