The Resource PyTorch Recipes : A Problem-Solution Approach, by Pradeepta Mishra, (electronic resource)

PyTorch Recipes : A Problem-Solution Approach, by Pradeepta Mishra, (electronic resource)

Label
PyTorch Recipes : A Problem-Solution Approach
Title
PyTorch Recipes
Title remainder
A Problem-Solution Approach
Statement of responsibility
by Pradeepta Mishra
Creator
Author
Author
Subject
Language
eng
Summary
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. You will: 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
http://library.link/vocab/creatorName
Mishra, Pradeepta
Dewey number
006.32
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
zEs1_pnRR8I
LC call number
QA76.73.P98
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/subjectName
  • Python (Computer program language)
  • Big data
  • Python
  • Big Data
  • Big Data/Analytics
Label
PyTorch Recipes : A Problem-Solution Approach, by Pradeepta Mishra, (electronic resource)
Instantiates
Publication
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
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
Dimensions
unknown
Edition
1st ed. 2019.
Extent
1 online resource (198 pages)
Form of item
online
Isbn
9781484242582
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4842-4258-2
Sound
unknown sound
Specific material designation
remote
System control number
  • (CKB)4100000007595562
  • (MiAaPQ)EBC5651746
  • (DE-He213)978-1-4842-4258-2
  • (EXLCZ)994100000007595562
Label
PyTorch Recipes : A Problem-Solution Approach, by Pradeepta Mishra, (electronic resource)
Publication
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
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
Dimensions
unknown
Edition
1st ed. 2019.
Extent
1 online resource (198 pages)
Form of item
online
Isbn
9781484242582
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4842-4258-2
Sound
unknown sound
Specific material designation
remote
System control number
  • (CKB)4100000007595562
  • (MiAaPQ)EBC5651746
  • (DE-He213)978-1-4842-4258-2
  • (EXLCZ)994100000007595562

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