Easy to use library to create Neural Networks in C++

Instalation

It is a static library ANN_Lib.hpp, just download it and include to your project/

Usage

Create a ann:

FeedforwardANN test({10, 5, 10});

Write functions for training (function for input data and function for output data):

std::vector<double> InputMack() {
    return testsMask[flagM % MaskTestsCount];
}
std::vector<double> OutputMask() {
    return testsMask_o[flagM++ % MaskTestsCount];
}

Train your nethwork with one of the algorithms:

StacGradDesend(test, InputMack, OutputMask, 98, MaskTestsCount, false);
RandomHillClimbing(test, InputMack, OutputMask, 98, MaskTestsCount, 100000, false);
MultyRandomHillClimbing(test, InputMack, OutputMask, 99, 5, MaskTestsCount);

Execute your ANN:

std::vector<double> out = ANN.process(input_vec);

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For more information see example files and library sources.

Examples

This repo includes 2 exemples of what this lib can do!

1. Rigital recognition. Main file is main.cpp. type

make
./main

to try it out.

2. Snake. Main file is snake.cpp. type

make snake
./snake

to try it out.

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You can change ann's and try other mods in sourse files (main.cpp and snake.cpp)

P.S. You need SFML Library in order to thees examples to work