Seoul Average Temperature Prediction AI Hackathon

Algorithm | Tabular | TimeSeries | Regression | MAE

 

private 7 ) timesnet

2024.01.02 11:30 2,193 Views language

데이터 전처리는 결측치만 채우고 최근 논문에 실린 모델 중 크게 3개 정도만 추려서 써봤는데 Timesnet이 가장 잘 나오네요. 
모델 설명과 코드는 저장소에서 보실 수 있습니다. 
시계열 모델만 전문적으로 다루는 깃 허브 저장손데 흥미로운 모델들이 많더라고요 (2022년 올림픽에서 기상예측용으로 사용된 모델도 여기서 만들었다네요.)
저장소: https://github.com/thuml/Time-Series-Library/tree/main
페이퍼: https://browse.arxiv.org/pdf/2210.02186.pdf


Code