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Added graph for 10 unit autoencoder
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code/mnist_10_unit_autoencoder.png

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code/mnist_30_unit_autoencoder.png

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code/mnist_autoencoder.py

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import numpy as np
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# Constants
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HIDDEN_UNITS=30 # size of the hidden layer in the autoencoder
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HIDDEN_UNITS=100 # size of the hidden layer in the autoencoder
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def main():
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# Do the training

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