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Hands-on meta learning with Python : meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow

Hands-on meta learning with Python : meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow (1회 대출)

자료유형
단행본
개인저자
Ravichandiran, Sudharsan.
서명 / 저자사항
Hands-on meta learning with Python : meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow / Sudharsan Ravichandiran.
발행사항
Birmingham :   Packt,   2018.  
형태사항
iv, 215 p. : ill. ; 24 cm.
ISBN
9781789534207
서지주기
Includes bibliographical references and index.
일반주제명
Artificial intelligence. Machine learning. Python (Computer program language).
000 00000cam u2200205 a 4500
001 000046087568
005 20210728130204
008 210727s2018 enka b 001 0 eng d
020 ▼a 9781789534207
035 ▼a (KERIS)BIB000015304035
040 ▼a 211029 ▼c 211029 ▼d 211009
082 0 4 ▼a 005.133 ▼2 23
084 ▼a 005.133 ▼2 DDCK
090 ▼a 005.133 ▼b R256h
100 1 ▼a Ravichandiran, Sudharsan.
245 1 0 ▼a Hands-on meta learning with Python : ▼b meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow / ▼c Sudharsan Ravichandiran.
260 ▼a Birmingham : ▼b Packt, ▼c 2018.
300 ▼a iv, 215 p. : ▼b ill. ; ▼c 24 cm.
504 ▼a Includes bibliographical references and index.
650 0 ▼a Artificial intelligence.
650 0 ▼a Machine learning.
650 0 ▼a Python (Computer program language).
945 ▼a KLPA

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 005.133 R256h 등록번호 121257824 도서상태 대출중 반납예정일 2021-10-27 예약 예약가능 R 서비스 M

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목차

Table of Contents

Introduction to Meta Learning
Face and Audio Recognition using Siamese Network
Prototypical Network and its variants
Building Matching and Relation Network using Tensorflow
Memory Augmented Networks
MAML and its variants
Meta-SGD and Reptile ALgorithm
Gradient Agreement as an Optimization Objective
Recent Advancements and Next Steps

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