Neural Networks

Denoising Autoencoders (DAE) — How To Use Neural Networks to Clean Up Your Data

A guide to building a DAE in Python with Tensorflow / Keras libraries

Saul Dobilas
9 min readApr 4, 2022

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Denoising AutoEncoders (DAE). Image by author.

Intro

Autoencoders present an efficient way to learn a representation of your data, which helps with tasks such as dimensionality…

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