ethicalsecurity-agency/patrickschur_neural-network

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neural-network

A dead simple neural network. For educational purposes only. Ported from Java into PHP. Originally written in Java from Brotcrunsher a German youtuber who makes tutorials about computer science.

Note: The project is still under construction and can change at any time

Installation

$ composer require patrickschur/neural-network

Examples

Creating a simple single-layer perceptron network with four inputs and one output neuron.

// Creates the neural network
$nn = new NeuralNetwork();
 
// Creates four input neurons
$i1 = $nn->createNewInput();
$i2 = $nn->createNewInput();
$i3 = $nn->createNewInput();
$i4 = $nn->createNewInput();
 
// Sets the input for each input neuron
$i1->setValue(1);
$i2->setValue(2);
$i3->setValue(3);
$i4->setValue(4);
 
// Creates the output neuron
$o1 = $nn->createNewOutput(new Identity());
 
// Sets the weights and connect each input to the output neuron
$nn->createFullMesh(0, 0, 0, 0);
 
echo $o1->getValue(); // Output 0

Contribute

Feel free to contribute. Any help is welcome.

License

This project is licensed under the terms of the MIT license.