PyTorch recipes : a problem-solution approach /

Get up to speed with the deep learning concepts of Pytorch using a problem-solution approach. Starting with an introduction to PyTorch, you'll get familiarized with tensors, a type of data structure used to calculate arithmetic operations and also learn how they operate. You will then take a lo...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Mishra, Pradeepta (Author)
Format: Electronic eBook
Language:Inglés
Published: [California] : Apress, [2019]
Subjects:
Neural networks (Computer science)
Machine learning.
Python (Computer program language)
Neural Networks, Computer
Réseaux neuronaux (Informatique)
Apprentissage automatique.
Python (Langage de programmation)
COMPUTERS > General.
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Introduction to PyTorch, Tensors, and Tensor operations
  • Probability distributions using PyTorch
  • CNN and RNN using PyTorch
  • Introduction to neural networks using PyTorch
  • Supervised learning using PyTorch
  • Fine-tuning deep learning models using PyTorch
  • Natural language processing using PyTorch.

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