deepy.layers.Dropout.__init__() - Code Metrics - uaca/deepy - Measure and Improve Code Quality continuously with Scrutinizer

deepy

deepy.layers.Dropout.init() A
last analyzed 2016-01-12 06:29 UTC

↳ Parent: deepy.layers.Dropout

Complexity

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Size

Total Lines

Duplication

Lines	0
Ratio	0 %

Metric	Value
cc	1
dl	0
loc	3
rs	10

#!/usr/bin/env python
# -*- coding: utf-8 -*-

from . import NeuralLayer
from deepy.utils import global_theano_rand, FLOATX

class Dropout(NeuralLayer):

    def __init__(self, p):
        super(Dropout, self).__init__("dropout")
        self.p = p

    def output(self, x):
        if self.p > 0:
            x *= global_theano_rand.binomial(x.shape, p=1-self.p, dtype=FLOATX)
        return x

    def test_output(self, x):
        if self.p > 0:
            x *= (1.0 - self.p)
        return x


1			#!/usr/bin/env python
2			# -- coding: utf-8 --
3
4			from . import NeuralLayer
5			from deepy.utils import global_theano_rand, FLOATX
6
7			class Dropout(NeuralLayer):
8
9			def __init__(self, p):
10			super(Dropout, self).__init__("dropout")
11			self.p = p
12
13			def output(self, x):
14			if self.p > 0:
15			x *= global_theano_rand.binomial(x.shape, p=1-self.p, dtype=FLOATX)
16			return x
17
18			def test_output(self, x):
19			if self.p > 0:
20			x *= (1.0 - self.p)
21			return x
22

uaca / deepy

deepy.layers.Dropout.__init__() A last analyzed 2016-01-12 06:29 UTC

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deepy.layers.Dropout.init() A
last analyzed 2016-01-12 06:29 UTC