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Mãos à Obra: Aprendizado de Máquina com Scikit-Learn e TensorFlow
book

Mãos à Obra: Aprendizado de Máquina com Scikit-Learn e TensorFlow

by Aurélien Géron
March 2019
Intermediate to advanced
576 pages
20h 51m
Portuguese (Portugal, Brazil)
Alta Books
Content preview from Mãos à Obra: Aprendizado de Máquina com Scikit-Learn e TensorFlow
456 | Capítulo 15: Autoencoders
hashes diferindo por apenas um ou dois bits). Implementaremos o hashing se-
mântico com a utilização de um autoencoder empilhado ligeiramente ajustado:
Crie um autoencoder empilhado contendo duas camadas ocultas abaixo da
camada de codificação e treine-o no conjunto de dados de imagens que você
utilizou no exercício anterior. A camada de codificação deve conter 30 neurô-
nios e utilizar a função de ativação logística para gerar valores entre 0 e 1. Após
o treinamento, para produzir o hash de uma imagem, execute-o através do
autoencoder, obtenha a saída da camada de codificação e arredonde todos os
valores para ...
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Publisher Resources

ISBN: 9788550803814