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From Voluminous Prairie Dog, 3 Years ago, written in Plain Text.
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  1. threshold = 0.7
  2. perturbed_pixes = np.random.uniform(size=noisy_x_train.shape) > threshold
  3. noisy_x_train = noisy_x_train + np.random.uniform(size=noisy_x_train.shape)*255*perturbed_pixes
  4. noisy_x_train = noisy_x_train.clip(0,255)
  5.  
  6. perturbed_pixes = np.random.uniform(size=noisy_x_test.shape) > threshold
  7. noisy_x_test = noisy_x_test + np.random.uniform(size=noisy_x_test.shape)*255*perturbed_pixes
  8. noisy_x_test = noisy_x_test.clip(0,255)