()
| 66 | } |
| 67 | |
| 68 | getTrainData() { |
| 69 | const dataShape = [this.trainSize, this.NUM_FEATURES]; |
| 70 | |
| 71 | const trainData = Float32Array.from([].concat.apply([], this.dataset[0])); |
| 72 | const trainTarget = Float32Array.from([].concat.apply([], this.dataset[1])); |
| 73 | |
| 74 | return { |
| 75 | data: tf.tensor2d(trainData, dataShape), |
| 76 | target: tf.tensor1d(trainTarget) |
| 77 | }; |
| 78 | } |
| 79 | |
| 80 | getTestData() { |
| 81 | const dataShape = [this.testSize, this.NUM_FEATURES]; |