keraflow.layers.core.Dense Class Reference

Fully connected layer. More...

Inheritance diagram for keraflow.layers.core.Dense:

Public Member Functions
def	__init__

Detailed Description

Fully connected layer.

• input_shape: 2D, (nb_samples, input_dim)
• output_shape: 2D, (nb_samples, output_dim)
• parameters:
  • W: (input_dim, output_dim)
  • b: (output_dim,)

Constructor & Destructor Documentation

def keraflow.layers.core.Dense.__init__	(		self,
			output_dim,
			init = 'glorot_uniform',
			activation = 'linear',
			bias = True,
			kwargs
	)

Parameters

output_dim	int > 0.
init	str/function. Function to initialize trainable parameters. See Initializations.
activation	str/function. Activation function applied on the output. See Activations.
bias	boolean. Whether to include a bias (i.e. make the layer affine rather than linear).
kwargs	see Layer.__init__.