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wide_and_deep's Introduction

Wide and Deep

본 레파지토리는 Wide and Deep 모델에 대한 코드입니다. tensorflow 2.0 버전으로 구현 되어있으며, 이 블로그의 코드를 모델링과 데이터 부분으로 나눠 구현해 보았습니다.

파일 설명

  • Data.py : 데이터 로드
  • Model.py : wide, deep, wide and deep 모델

데이터

코드 실행 예시

python Run.py

reference

update

  • Last Update Date: 2020/8/26

wide_and_deep's People

Contributors

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Stargazers

iamiks avatar Jisu Rho avatar Yonggyun Lee avatar Donghwan avatar DongSeok Lee/이동석 avatar SeungJu Baek avatar Jayun Yong avatar Yoran avatar Hyeongjun Kim avatar

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wide_and_deep's Issues

블로그 내용 중 cross product transformation에 대하여

안녕하세요.
블로그 글 내용 중에서 Wide 부분 중 cross product transformation 에 대하여 궁금한점이 있어 남깁니다.
코드를 읽어보았는데, Wide 부분을 작성하신 것은 Dense로 작성되어 있는 것을 확인하였습니다.
cross product transformation 이 부분은 코드에서 Dense로만 진행하나요?

두번째로, Wide 부분의 Optimizer는 Follow-the-regularized-leader(FTRL) 알고리즘 를 사용한다고 하셨는데,
Adam으로 되어있습니다. (Deep 또한 Adam) 이부분은 통상적으로 Adam을 사용하나요?
감사합니다.

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