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MEaI_transformer

Multi Encoders and Inputs transformer

multi-encoder와 multi-Input 구조를 가진 장기 시계열 예측을 위한 Transformer 구조

주요 모델 구조

멀티 인풋 인코더 구조

멀티 인풋 인코더 구조

전체 모델 구조 예시

전체 모델 구조

(22년 추계 데이터마이닝 학회) 실험 모델

사용 데이터

기간 : 2016/01/01 00:00:00 ~ 2021/12/31 23:00:00

날씨

기온, 강수, 풍속, 풍향, 습도, 기압, 일조, 일사, 시정, 관악/서울/수원 pm10,
(전운량(10분위),중하층운량(10분위),최저운고(100m ))

코스피 주식

실험 모델

서울 미세먼지 예측에 사용된 구조
PM10 모델 구조

KOSPI 예측에 사용된 구조
KOSPI 모델 구조

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