common::DigitReader Class Reference

#include <agent.h>

Inheritance diagram for common::DigitReader:

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Public Types
using	Input = std::vector<double>
using	Output = int

Public Member Functions
	DigitReader (std::mt19937 &rng)
	DigitReader (std::istream &net_in)
auto	predict (const Input &features) -> int override
void	train (const std::vector< DigitSample > &samples, std::size_t epochs, double learning_rate, std::mt19937 &rng) override
auto	test_accuracy (const std::vector< DigitSample > &samples) -> double
void	load_net (std::istream &in)
void	save_net (std::ostream &out) const
Public Member Functions inherited from common::IAgent< std::vector< double >, int >
virtual	~IAgent ()=default

Member Typedef Documentation

Input

using common::DigitReader::Input = std::vector<double>

Output

using common::DigitReader::Output = int

Constructor & Destructor Documentation

DigitReader() [1/2]

common::DigitReader::DigitReader ( std::mt19937 & rng )

explicit

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DigitReader() [2/2]

common::DigitReader::DigitReader ( std::istream & net_in )

explicit

Member Function Documentation

load_net()

void common::DigitReader::load_net

(

std::istream &

in

)

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predict()

auto common::DigitReader::predict ( const Input & features ) -> int

overridevirtual

Implements common::IAgent< std::vector< double >, int >.

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save_net()

void common::DigitReader::save_net

(

std::ostream &

out

)

const

test_accuracy()

auto common::DigitReader::test_accuracy

(

const std::vector< DigitSample > &

samples

)

-> double

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train()

void common::DigitReader::train ( const std::vector< DigitSample > & samples, std::size_t epochs, double learning_rate, std::mt19937 & rng )

overridevirtual

Implements common::IAgent< std::vector< double >, int >.

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

• include/common/agent.h
• src/common/agent.cpp