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Streamlit UI로 Mlflow 및 BentoML 기능 통합 제공 #8

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tyjeon24 opened this issue Mar 4, 2024 · 0 comments

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tyjeon24 commented Mar 4, 2024

요약

Streamlit 패키지와 MLflow 패키지를 통합하여 사용자가 모델을 생성할 수 있는 UI를 제공합니다.

상세

아래 과정을 UI로 구성합니다.

사용자는 데이터를 업로드합니다.
업로드된 데이터에서 target 컬럼을 선택합니다.
최적화할 모델을 선택합니다.
MLflow를 통해 모델을 학습합니다.
학습된 모델을 다운로드받거나, Github 모델로 배포합니다.

tyjeon24 mentioned this issue

Feature/3/mlflow xgboost #7

Merged

tyjeon24 self-assigned this

tyjeon24 mentioned this issue

Feature/4/streamlit UI #11

Merged

tyjeon24 closed this as completed

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