I ran the script below:
https://github.com/antoniosehk/keras-tensorflow-windows-installation/blob/master/examples/mnist_mlp.py
I believe these lines downloaded the data.
from keras.datasets import mnist
(x_train, y_train), (x_test, y_test) = mnist.load_data()
I am running this script on Windows 10. Where ist the data being stored? I would like to clean up because my disk space is limited.
I will answer my own question.
I found it here. I am using Windows 10.
C:\Users\<user_name>\.keras\datasets
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