August 2022
Beginner to intermediate
464 pages
10h 42m
Korean
Content preview from 개발자를 위한 머신러닝&딥러닝
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250
1
부
모델 구축
print(model.predict(series[1000:1020][np.newaxis]))
또는 다음처럼 더 일반적인 코드를 작성할 수 있습니다.
print(series[start_point:start_point+window_size])
print(series[start_point+window_size])
print(model.predict(
series[start_point:start_point+window_size][np.newaxis]))
이 코드는 윈도 크기를 상당히 작은 길이인
20
으로 가정합니다. 결과적으로 모델의 정확도가
낮을 수 있습니다. 다른 윈도 크기를 사용하고 싶다면
windowed
_
dataset
함수를 호출해 다시
데이터셋을 만들고 모델을 훈련해야 합니다.
다음은 타임 스텝
1
,
000
을 시작점으로 삼은 윈도 크기
20
까지의 값과 그다음 타임 스텝의 값,
예측한 값의 결과입니다.
[109.170746 106.86935 102.61668 99.15634 105.95478 104.503876
107.08533 105.858284 108.00339 100.15279 109.4894 103.96404
113.426094 99.67773 111.87749 104.26137 100.08899 101.00105
101.893265 ...
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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.