State Class Reference

Inheritance diagram for State:

Collaboration diagram for State:

Public Member Functions
def	__init__ (self, x=None, y=None, activation=None, cost=None, optimizer=None, session=None, **kwargs)
def	add_to_collection (self)
def	get_from_collection (self, collection_keys=None)

Public Attributes
	x
	feature matrix placeholder
	y
	target placeholder
	activation
	activation function
	cost
	cost function
	optimizer
	optimizer used to minimize cost function
	session
	tensorflow session
	collection_keys
	array to save keys for collection

Detailed Description

Tensorflow state

Definition at line 18 of file tensorflow.py.

Constructor & Destructor Documentation

__init__()

def __init__	(		self,
			x = None,
			y = None,
			activation = None,
			cost = None,
			optimizer = None,
			session = None,
		**	kwargs
	)

 Constructor of the state object 

Definition at line 23 of file tensorflow.py.

    def __init__(self, x=None, y=None, activation=None, cost=None, optimizer=None, session=None, **kwargs):
        """ Constructor of the state object """
        
        self.x = x
        
        self.y = y
        
        self.activation = activation
        
        self.cost = cost
        
        self.optimizer = optimizer
        
        self.session = session
        
        self.collection_keys = ['x', 'y', 'activation', 'cost', 'optimizer']
 
        # other possible things to save into a tensorflow collection
        for key, value in kwargs.items():
            self.collection_keys.append(key)
            setattr(self, key, value)
 

Member Function Documentation

add_to_collection()

def add_to_collection

(

self

)

 Add the stored members to the current tensorflow collection 

Definition at line 45 of file tensorflow.py.

get_from_collection()

def get_from_collection	(		self,
			collection_keys = None
	)

 Get members from the current tensorflow collection 

Definition at line 58 of file tensorflow.py.

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

• mva/scripts/basf2_mva_python_interface/tensorflow.py