1.  def compute_distances_no_loops(self, X):
2.         dists = -2 * np.dot(X, self.X_train.T) + np.sum(self.X_train**2, axis=1)
3.                 + np.sum(X**2, axis=1)[:, np.newaxis]
4.         return dists