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Autoencoder
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Diff for: mlfromscratch/unsupervised_learning/autoencoder.py

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class Autoencoder():
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"""A Autoencoder with deep fully-connected neural nets.
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"""An Autoencoder with deep fully-connected neural nets.
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Training Data: MNIST Handwritten Digits (28x28 images)
2020
"""
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optimizer = Adam(learning_rate=0.0002, b1=0.5)
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loss_function = SquareLoss
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# Build the discriminator
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self.encoder = self.build_encoder(optimizer, loss_function)
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self.decoder = self.build_decoder(optimizer, loss_function)
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