PyTorch Recipes A Problem-Solution Approach /

• Main Author: Mishra, Pradeepta (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berkeley, CA : Apress : Imprint: Apress, 2019.
• Edition: 1st ed. 2019.
• Subjects: Python (Computer program language).; Big data.; Python.; Big Data.; Big Data/Analytics.

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...

Table of Contents:

• Chapter 1: Introduction PyTorch, Tensors, Tensor Operations and Basics
• Chapter 2: Probability distributions using PyTorch
• Chapter 3: Convolutional Neural Network and RNN using PyTorch
• Chapter 4: Introduction to Neural Networks, Tensor Differentiation
• Chapter 5: Supervised Learning using PyTorch
• Chapter 6: Fine Tuning Deep Learning Algorithms using PyTorch
• Chapter 7: NLP and Text Processing using PyTorch.