(self)
| 109 | return np.concatenate([self.W1.flatten(), self.b1, self.W2.flatten(), self.b2]) |
| 110 | |
| 111 | def get_params_dict(self): |
| 112 | return { |
| 113 | 'W1': self.W1, |
| 114 | 'b1': self.b1, |
| 115 | 'W2': self.W2, |
| 116 | 'b2': self.b2, |
| 117 | } |
| 118 | |
| 119 | def set_params(self, params): |
| 120 | # params is a flat list |