이 절은 선형 계획법에 대해 간단하게 소개하기 위한 예제일 뿐이며, 안타깝게도 이 주제를 충
분히 다루기에는 지면이 부족합니다. 선형 계획법은 제한된 자원(
예
작업자, 서버 작업, 숙소
등) 예약, 스도쿠 풀이, 재무 포트폴리오 최적화 등 다양한 문제에 사용할 수 있습니다.
선형 계획법에 대해 더 자세히 알고 싶다면
PatrickJMT
의 유튜브 재생 목록(
https
://
oreil
.
ly
/
lqeeR
)과
Josh
Emmanuel
의 재생 목록(
https
://
oreil
.
ly
/
jAHWc
)을 참고하세요. 이산
최적화에 대해 자세히 알아보고 싶다면, 파스칼 반 헨텐릭
Pascal
Van
Hentenryck
교수의 훌륭한 코세
라
Coursera
강좌(
https
://
oreil
.
ly
/
aVGxY
)를 들어보세요.
A.10
사이킷런을 사용한
MNIST
분류기
[예제
A
-
13
]은 손 글씨로 쓴 숫자를 분류하기 위해 사이킷런의 신경망을 사용하는 코드입니다.
예제
A-13
사이킷런의 신경망으로 손으로 쓴 숫자 분류하기
import
numpy
as
np
import
pandas
as
pd
# 데이터 로드
from
sklearn.model_selection
import
train_test_split
from
sklearn.neural_network ...
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