Function NeuralNetwork

browser.js:1119–1146

()

  }]);

  function NeuralNetwork() {
    var options = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : {};

    _classCallCheck(this, NeuralNetwork);

    Object.assign(this, this.constructor.defaults, options);
    this.hiddenLayers = options.hiddenLayers;
    this.trainOpts = {};
    this._updateTrainingOptions(Object.assign({}, this.constructor.trainDefaults, options));

    this.sizes = null;
    this.outputLayer = null;
    this.biases = null; // weights for bias nodes
    this.weights = null;
    this.outputs = null;

    // state for training
    this.deltas = null;
    this.changes = null; // for momentum
    this.errors = null;
    this.errorCheckInterval = 1;
    if (!this.constructor.prototype.hasOwnProperty('runInput')) {
      this.runInput = null;
    }
    if (!this.constructor.prototype.hasOwnProperty('calculateDeltas')) {
      this.calculateDeltas = null;
    }
  }

  /**
   *