net.SparseAutoEncoder Class Reference

Inheritance diagram for net.SparseAutoEncoder:

Public Member Functions
def	__init__
def	__dealloc__
def	predict
def	get_input_weights
def	get_output_weights
def	reconstruct

Public Attributes
	thisptr
	learner

Detailed Description

Sparse auto-encoder.

Constructor & Destructor Documentation

def net.SparseAutoEncoder.__init__	(		self,
			D,
			H,
			beta,
			rho,
			lmbda,
			act
	)

Member Function Documentation

def net.SparseAutoEncoder.__dealloc__

(

self)

def net.SparseAutoEncoder.get_input_weights

(

self)

Get weight matrix between input and hidden layer.

def net.SparseAutoEncoder.get_output_weights

(

self)

Get weight matrix between hidden and output layer.

def net.SparseAutoEncoder.predict	(		self,
			x_numpy
	)

def net.SparseAutoEncoder.reconstruct	(		self,
			x
	)

Reconstruct input.

Member Data Documentation

net.SparseAutoEncoder.learner

net.SparseAutoEncoder.thisptr

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

• python/net.pxi