Lnnetwork-JS

Lightweight neural network JavaScript library.

Neural Network

// Create neural network. 3 layer, 1 input, 3 hidden, 1 output neurons.
const nn = new NeuralNetwork([1, 3, 1]);

Set Activation Function

const nn = new NeuralNetwork([1, 3, 1]);
// Set Activation
nn.set_activation_function(NeuralNetwork.activation_functions.linear)

Activation Functions

• Linear - linear
• Sigmoid - sigmoid
• ReLU - relu
• TanH - tanh

Training

Train neural network using feed backward.

const nn = new NeuralNetwork([1, 3, 1]);
// First parameter input, second parameter target output values
nn.train([0], [0]);

Predict Output

Predict output data using feed forward.

const nn = new NeuralNetwork([1, 3, 1]);
// Get output data using input values.
nn.predict([0]);

Save Neural Network Data

Download trained neural network data

const nn = new NeuralNetwork([1, 3, 1]);
nn.save();

Open Neural Network Data

Open on new tab trained neural network data

const nn = new NeuralNetwork([1, 3, 1]);
nn.open();

Load

Load using pretrained neural network data

//Load using constructor
const nn = new NeuralNetwork([1, 3, 1], load_data = -data-);

// Or load using method
nn.load(-data-);

LICENSE

MIT