MultilayerPerceptron Class Reference

Inheritance diagram for MultilayerPerceptron:

Collaboration diagram for MultilayerPerceptron:

Public Member Functions
def	__init__ (self, layers)
def	from_list (cls, layers)
def	initialize (self, layer_input)

Public Attributes
	layers
	layer objs
	input
	input
	output
	output
	w
	weights
	b
	biases
	is_initialized
	set all mlp parameters

Private Member Functions
def	_set_weights_and_biases (self)
def	_connect_layers (self, layer_input)

Detailed Description

class combine layer obj

Definition at line 145 of file tensorflow_dnn_model.py.

Constructor & Destructor Documentation

__init__()

def __init__	(		self,
			layers
	)

initialization

Definition at line 150 of file tensorflow_dnn_model.py.

Member Function Documentation

_connect_layers()

def _connect_layers (   self,   layer_input  )

private

connect layers

Definition at line 195 of file tensorflow_dnn_model.py.

_set_weights_and_biases()

def _set_weights_and_biases (   self )

private

collect tunable parameters

Definition at line 185 of file tensorflow_dnn_model.py.

from_list()

def from_list	(		cls,
			layers
	)

define layers from list

Definition at line 174 of file tensorflow_dnn_model.py.

initialize()

def initialize	(		self,
			layer_input
	)

initialize

Definition at line 203 of file tensorflow_dnn_model.py.

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The documentation for this class was generated from the following file:

• analysis/scripts/dft/tensorflow_dnn_model.py