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What is an autoencoder?
- Makes a compressed representation of a data without any human intervention
- Cons Bad compression and generalizing to datasets
- Pros Dimensionality Reduction and Image denoising
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A simple autoencoder
- Just compresses data, for example images from the MNIST database.