AddGaussianNoise adds gaussian noise using the specified mean and std to the input tensor in the preprocessing of the data.
torch.randn creates a tensor filled with random numbers from the standard normal distribution (zero mean, unit variance) as described in the docs 31. In AddGaussianNoise.__call__ this noise tensor will be multiplied with self.std and self.mean will be added to scale and shift the distribution.