PyTorch Recipes A Problem Solution Approach 1st edition by Pradeepta Mishra – Ebook PDF Instant Download/Delivery: 1484242575 , 9781484242575
Full download PyTorch Recipes A Problem Solution Approach 1st edition after payment
Product details:
ISBN 10: 1484242575
ISBN 13: 9781484242575
Author: Pradeepta Mishra
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 look at probability distributions using PyTorch and get acquainted with its concepts. Further you will dive into transformations and graph computations with PyTorch. Along the way you will take a look at common issues faced with neural network implementation and tensor differentiation, and get the best solutions for them. Moving on to algorithms; you will learn how PyTorch works with supervised and unsupervised algorithms. You will see how convolutional neural networks, deep neural networks, and recurrent neural networks work using PyTorch. In conclusion you will get acquainted with natural language processing and text processing using PyTorch. What You Will Learn Master tensor operations for dynamic graph-based calculations using PyTorch Create PyTorch transformations and graph computations for neural networks Carry out supervised and unsupervised learning using PyTorch Work with deep learning algorithms such as CNN and RNN Build LSTM models in PyTorch Use PyTorch for text processing Who This Book Is For Readers wanting to dive straight into programming PyTorch.
PyTorch Recipes A Problem Solution Approach 1st Table of contents:
1. Introduction to PyTorch, Tensors, and Tensor Operations
2. Probability Distributions Using PyTorch
3. CNN and RNN Using PyTorch
4. Introduction to Neural Networks Using PyTorch
5. Supervised Learning Using PyTorch
6. Fine-Tuning Deep Learning Models Using PyTorch
7. Natural Language Processing Using PyTorch
Back Matter
People also search for PyTorch Recipes A Problem Solution Approach 1st :
pytorch recipes a problem solution approach
pytorch recipes a problem solution approach pdf
healthy recipes to try
pytorch recipes a problem-solution approach github
pytorch cookbook
Tags: Pradeepta Mishra, PyTorch Recipes, Problem Solution