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July 24, 2017 20:12
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Load the MNIST dataset into numpy arrays
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| """ | |
| Load the MNIST dataset into numpy arrays | |
| Author: Alexandre Drouin | |
| License: BSD | |
| """ | |
| import numpy as np | |
| from tensorflow.examples.tutorials.mnist import input_data | |
| mnist = input_data.read_data_sets("MNIST_data/", one_hot=False) | |
| X_train = np.vstack([img.reshape(-1,) for img in mnist.train.images]) | |
| y_train = mnist.train.labels | |
| X_test = np.vstack([img.reshape(-1,) for img in mnist.test.images]) | |
| y_test = mnist.test.labels | |
| del mnist |
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