Networks - Yuipas/Nature.js GitHub Wiki

Creation

Networks require an array containing the layers it's going to use.

let layers = [
  new nature.class.Layer({inputSize: 2, units: 4}),
  new nature.class.Layer({units: 1})
];

let network = new nature.class.Network(layers);

It can be also created by using shortcuts.

let network = new nature.FNN(4, 3);

---

Properties

• id: Unique id of the object.
• layers: Array of layers.
• info: Contains info about the network:
  • inputs: Input size of the network.
  • outputs: Output size of the network.
  • layers: Number of layers of the network.

---

Functions

• forward()
• _forward()
• toArray()
• construct()

---

Description: Activates the network to produce an output. Syntax: Example(s):

xor.forward(0, 0);
xor.forward([0, 0]);

nature.util.print(
     xor.forward([0, 0], [0, 1], [1, 0], [1, 1])
     // xor.forward([0, 0]),
     // xor.forward([0, 1]),
     // xor.forward([1, 0]),
     // xor.forward([1, 1])
);