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Download the MNIST data set with Python

In Python, the MNIST data set can be downloaded, for example, from tensforflow.keras.datasets.mnist: 
import tensorflow as tf

(x_train, y_train), (x_test, y_test) = tf.keras.datasets.mnist.load_data()
The data (x_train etc.) is returned as ndarray objects.

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