README.md

Simple Neural Network

This is a simple neural network module in JavaScript

CDN

use Simele Neural Network module in yor html files via cdn. this Nural Network library is dependent on numjs.

<script src="https://cdn.jsdelivr.net/gh/nicolaspanel/numjs@0.15.1/dist/numjs.min.js"></script>
<script src="https://raw.githubusercontent.com/RAHUL1115/simpleNeuralNetwork/main/nn.js"></script>

Initialize

new NeuralNetwork(number_of_inputs, array_of_hidden_layers, number_of_outputs, learning_rate)

Example

let nn = new NeuralNetwork(2,[4],1,0.1)

Training

Neural Network Training

for(let i = 0; i < 1000; i++){
  nn.train(input_array, Actual_output);
}

Predection

Neural Network Prediction

nn.query(input_array);