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Hands-on deep learning with Go : a practical guide to building and implementing neural network models using Go /

The Go ecosystem comprises some really powerful Deep Learning tools. This book shows you how to use these tools to train and deploy scalable Deep Learning models. You will explore a number of modern Neural Network architectures such as CNNs, RNNs, and more. By the end, you will be able to train your...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Seneque, Gareth (Autor), Chua, Darrell (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham, UK : Packt Publishing, [2019]
Temas:
Acceso en línea:Texto completo
Texto completo
Tabla de Contenidos:
  • Table of ContentsIntroduction to Deep Learning in GoWhat Is a Neural Network and How Do I Train One?Beyond Basic Neural Networks
  • Autoencoders and RBMsCUDA
  • GPU-Accelerated TrainingNext Word Prediction with Recurrent Neural NetworksObject Recognition with Convolutional Neural NetworksMaze Solving with Deep Q-NetworksGenerative Models with Variational AutoencodersBuilding a Deep Learning PipelineScaling Deployment.