April 2025
Intermediate to advanced
456 pages
11h 35m
Portuguese (Portugal, Brazil)
Content preview from Generative Deep Learning, 2ª Edição
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Capítulo 1. Modelação generativa
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Este capítulo é uma introdução geral ao campo da modelação generativa.
Começaremos com uma introdução teórica suave à modelação generativa e veremos como é a contrapartida natural da modelação discriminativa, mais amplamente estudada. Em seguida, estabeleceremos um quadro que descreve as propriedades desejáveis que um bom modelo generativo deve ter. Apresentaremos também os conceitos probabilísticos fundamentais que é importante conhecer, de modo a apreciar plenamente a forma como as diferentes abordagens enfrentam o desafio da modelação generativa.
Isto conduzir-nos-á naturalmente à penúltima secção, que apresenta as seis grandes famílias de modelos generativos que dominam o campo atualmente. A secção final explica como começar a utilizar a base de código que acompanha este livro.
O que é a modelação generativa?
A modelação generativa pode ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.