State Class Reference

Public Member Functions
def	__init__ (self, x=None, y=None, params=None, cost=None, updates=None, train_function=None, eval_function=None)

Public Attributes
	x
	theano shared variable x
	y
	theano shared variable y
	params
	model params
	cost
	model cost
	updates
	model grad updates
	train_function
	theano function for training
	eval_function
	theano function for evaluation

Detailed Description

State class for proper handling of parameters and data during function calls. This is a very brief theano example.

Definition at line 22 of file theano.py.

Constructor & Destructor Documentation

__init__()

def __init__	(		self,
			x = None,
			y = None,
			params = None,
			cost = None,
			updates = None,
			train_function = None,
			eval_function = None
	)

Constructor of the State class

Definition at line 27 of file theano.py.

    def __init__(self, x=None, y=None, params=None, cost=None, updates=None, train_function=None, eval_function=None):
        """
        Constructor of the State class
        """
        # TODO: make serializable with __getstate__(), __setstate__()
        
        self.x = x
        
        self.y = y
 
        
        self.params = params
        
        self.cost = cost
 
        
        self.updates = updates
 
        
        self.train_function = train_function
        
        self.eval_function = eval_function
 
 

Member Data Documentation

cost

cost

model cost

Definition at line 40 of file theano.py.

eval_function

eval_function

theano function for evaluation

Definition at line 48 of file theano.py.

params

params

model params

Definition at line 38 of file theano.py.

train_function

train_function

theano function for training

Definition at line 46 of file theano.py.

updates

updates

model grad updates

Definition at line 43 of file theano.py.

x

x

theano shared variable x

Definition at line 33 of file theano.py.

y

y

theano shared variable y

Definition at line 35 of file theano.py.

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

• mva/scripts/basf2_mva_python_interface/theano.py