network.v0.0.2.js

const uid = require("cuid");
const Group = require("./group");

function Network(sizes, biases, weights) {
  let self = this;
  
  this.id = uid();
  
  this.groups = sizes == undefined ? [] : sizes.map(function(size, index) {
    if(biases == undefined) return new Group(size);
    else return new Group(size, biases[index]);
  });
  
  this.groups.slice(0, this.groups.length - 1).forEach(function(group, index) {
    if(weights) group.connect(self.groups[index + 1], weights[index]);
    else group.connect(self.groups[index + 1]);
  })
  
  // Code here...
}

module.exports = Network;