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Deep learning with PyTorch Lightning : swiftly build high-performance artificial intelligence (AI) models using Python

Deep learning with PyTorch Lightning : swiftly build high-performance artificial intelligence (AI) models using Python

Material type
단행본
Personal Author
Sawarkar, Kunal.
Title Statement
Deep learning with PyTorch Lightning : swiftly build high-performance artificial intelligence (AI) models using Python / Kunal Sawarkar.
Publication, Distribution, etc
Birmingham :   Packt Publishing,   2022.  
Physical Medium
xviii, 346 p. : ill. ; 24 cm.
ISBN
9781800561618
General Note
Includes index.  
Subject Added Entry-Topical Term
Machine learning.
000 00000nam u2200205 a 4500
001 000046119854
005 20220629092237
008 220627s2022 enka 001 0 eng d
020 ▼a 9781800561618
040 ▼a 211009 ▼c 211009 ▼d 211009
050 4 ▼a Q325.5
082 0 4 ▼a 006.31 ▼2 23
084 ▼a 006.31 ▼2 DDCK
090 ▼a 006.31 ▼b S271d
100 1 ▼a Sawarkar, Kunal.
245 1 0 ▼a Deep learning with PyTorch Lightning : ▼b swiftly build high-performance artificial intelligence (AI) models using Python / ▼c Kunal Sawarkar.
260 ▼a Birmingham : ▼b Packt Publishing, ▼c 2022.
300 ▼a xviii, 346 p. : ▼b ill. ; ▼c 24 cm.
500 ▼a Includes index.
650 0 ▼a Machine learning.
945 ▼a ITMT

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.31 S271d Accession No. 121260276 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

Table of Contents

PyTorch Lightning Adventure
Getting Off the Ground with Your First Deep Learning Model
Transfer Learning Using Pre-Trained Models
Ready-to- Use Models from Bolts
Time Series Models
Deep Generative Models
Semi-Supervised Learning
Self-Supervised Learning
Deploying and Scoring Models
Scaling and Managing Training

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