May 2020
Beginner to intermediate
952 pages
24h 11m
Korean
Content preview from 핸즈온 머신러닝(2판): 사이킷런, 케라스, 텐서플로 2를 활용한 머신러닝, 딥러닝 완벽 실무
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
648
2
부
신경망과 딥러닝
TF
허브 모듈
URL
의 마지막 부분은 필요한 버전을 지정합니다. 버전이 있기 때문에 새로운
버전의 모듈이 릴리스되더라도 모델에 영향을 미치지 않습니다. 이
URL
을 웹 브라우저에 입
력하면 이 모듈에 관한 문서를 볼 수 있습니다. 기본적으로
TF
허브는 다운로드한 파일을 로
컬 시스템의 임시 디렉터리에 캐싱합니다. 시스템을 정리할 때마다 다시 다운로드되는 것을 피
하려면 고정 디렉터리에 다운로드할 수 있습니다. 이렇게 하려면
TFHUB
_
CACHE
_
DIR
환경 변
수에 원하는 디렉터리를 지정합니다 (예를 들어
os
.
environ
["
TFHUB
_
CACHE
_
DIR
"]
=
"./
my
_
tfhub
_
cache
"
).
지금까지
Char
-
RNN
을 사용한 시계열 데이터인 텍스트 생성과 단어 수준
RNN
모델을 사용
한 감성 분석을 살펴보았습니다. 단어 임베딩을 직접 훈련하거나 사전훈련된 임베딩을 재사용
했습니다. 이제 또 다른 중요한
NLP
작업인
신경망 기계 번역
neural
machine
translation
(
NMT
)을 알아
봅니다. 먼저 순수한 인코더-디코더 모델을 사용해보고 그다음 어텐션 메커니즘을 사용해 성
능을 높입니다. 마지막으로 놀라운 성능을 내는 트랜스포머 구조를 살펴봅시다.
16.3
신경망 기계 번역을 위한 인코더-디코더 네트워크
영어 문장을 ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.