auto Archives - Petamind https://petaminds.com/tag/auto/ A.I, Data and Software Engineering Tue, 05 Oct 2021 06:07:32 +0000 en-US hourly 1 https://wordpress.org/?v=6.9.4 https://petaminds.com/wp-content/uploads/2019/09/ic_launcher.png auto Archives - Petamind https://petaminds.com/tag/auto/ 32 32 deep learning: Linear Autoencoder with Keras https://petaminds.com/deep-learning-linear-autoencoder-with-keras/ https://petaminds.com/deep-learning-linear-autoencoder-with-keras/#respond Mon, 09 Dec 2019 02:22:01 +0000 https://petaminds.com/?p=2027 This post introduces using linear autoencoder for dimensionality reduction using TensorFlow and Keras. What is a linear autoencoder An autoencoder is a type of artificial neural network used to learn efficient data codings in an unsupervised manner. The aim of an autoencoder is to learn a representation (encoding) for a set of data, typically for dimensionality reduction, by training the network to ignore signal “noise”. Autoencoders consists […]

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