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Mastering PyTorch : build powerful neural network architectures using advanced PyTorch 1.x features /

Master advanced techniques and algorithms for deep learning with PyTorch using real-world examples Key Features Understand how to use PyTorch 1.x to build advanced neural network models Learn to perform a wide range of tasks by implementing deep learning algorithms and techniques Gain expertise in d...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Jha, Ashish Ranjan (Autor)
Otros Autores: Pillai, Gopinath
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham : Packt, [2021]
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Table of Contents Overview of Deep Learning Using PyTorch Combining CNNs and LSTMs Deep CNN Architectures Deep Recurrent Model Architectures Hybrid Advanced Models Music and Text Generation with PyTorch Neural Style Transfer Deep Convolutional GANs Deep Reinforcement Learning Operationalizing Pytorch Models into Production Distributed Training PyTorch and AutoML PyTorch and Explainable AI Rapid Prototyping with PyTorch.