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퀀트 전략을 위한 인공지능 트레이딩

book


누구를 위한 책인가?

퀀트 전략을 위한 인공지능 트레이딩 책은 파이썬을 활용해서 금융데이터를 분석하는 방법을 알고싶은 사람들을 위한 책입니다.

주요 내용

파이썬을 활용한 금융 데이터 분석.

  • 전통적 분석(기술적 분석 + 재무제표 분석)

  • 머신러닝을 이용한 분석

  • 딥러닝을 이용한 분석

  • 백테스팅

아나콘다를 이용한 환경 설정 방법.

  • 파이썬 3.6버전 가상환경 만들기.
(base) C:\Users\user-name> conda create -n py36 python=3.6
  • 가상환경 활성화 For Windows
(base) C:\Users\user-name> activate py36
  • 가상환경 활성화 For Mac
(base) $ source activate py36
  • 패키지 전체 설치하기.
(py36) C:\Users\user-name> pip install -r requirements.txt
  • 개별 패키지 설치하기.
(py36) C:\Users\user-name> pip install pandas
(py36) C:\Users\user-name> conda install pandas
  • 특정 버전 패키지 설치하기.
(py36) C:\Users\user-name> conda install pandas==0.25.2
  • (TIP) 패키지 내보내기.
(py36) C:\Users\user-name> pip freeze > requirements.txt

사용하는 딥러닝 버전.

  • tensorflow==1.15.0
  • Keras==2.2.4

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Contributors

junhojam avatar quant4junior avatar

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