jymlp::MlpFactory Class Reference

List of all members.

Public Member Functions
	MlpFactory (istream &definition)
	Construct using a definition text stream.
Mlp *	create (mt19937 *prgen)
	Return a raw ptr to a new Mlp object; use the given rnd generator.
Protected Attributes
vector< size_t >	ininneur
vector< ActF >	iniactf

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Constructor & Destructor Documentation

MlpFactory::MlpFactory

(

istream &

definition

)

Construct using a definition text stream.

Format is according to the following example:

init_size: 2-4-5-2 init_actf: in-tanh-tanh-lin init_weights: uniform(-1,1)

One definition on each line. Obvious modifications are possible. Default is tanh on hidden layer and linear activation on output layer. Default initialization is uniform(-1,1). Number of neurons must always be given.

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Member Function Documentation

Mlp * MlpFactory::create

(

mt19937 *

prgen

)

Return a raw ptr to a new Mlp object; use the given rnd generator.

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

• src/MlpFactory.hpp
• src/MlpFactory.cpp