Method toJSON

src/recurrent/rnn.js:431–458

* * @returns {Object}

()

   * @returns {Object}
   */
  toJSON() {
    const defaults = this.constructor.defaults;
    if (!this.model) {
      this.initialize();
    }
    let model = this.model;
    let options = {};
    for (let p in defaults) {
      if (defaults.hasOwnProperty(p)) {
        options[p] = this[p];
      }
    }

    return {
      type: this.constructor.name,
      options: options,
      input: model.input.toJSON(),
      hiddenLayers: model.hiddenLayers.map((hiddenLayer) => {
        let layers = {};
        for (let p in hiddenLayer) {
          layers[p] = hiddenLayer[p].toJSON();
        }
        return layers;
      }),
      outputConnector: this.model.outputConnector.toJSON(),
      output: this.model.output.toJSON()
    };
  }

  toJSONString() {
    return JSON.stringify(this.toJSON());