0 0 AutoML - smart1004/doc GitHub Wiki

https://www.slideshare.net/ssuserd82053/automl-81589138

아래에 여러 툴의 리스트가 있다.
https://brendanhasz.github.io/2019/03/28/hyperparameter-optimization

https://www.automl.org/book/
https://www.automl.org/

keras gridsearch automl

• hyperparameter-optimization-with-keras
  https://towardsdatascience.com/hyperparameter-optimization-with-keras-b82e6364ca53

네트워크, 실행함수, 최적화함수, 학습감소율 등의 파라미터를 자동으로 찾는다 ☞

• gridsearchcv-with-keras
  https://www.kaggle.com/shujunge/gridsearchcv-with-keras

• ray
  https://ray.readthedocs.io/en/latest/tune.html#

• [윤과장의 IT노트] H2O.ai DriverlessAI_반정형 데이터로 예측모델 만들기!
  https://www.youtube.com/watch?v=Lr6lWtFojYs
  https://www.youtube.com/watch?v=dPaI1z881pY

• h2o AutoML 머신러닝
  https://statkclee.github.io/model/model-h2o-automl.html

• "누구나 할 수 있는 머신러닝" 6가지 AML 프로젝트
  http://www.itworld.co.kr/news/106530

• AutoML - 네이버
  https://tv.naver.com/v/4627887

• ICML 2018 세션 리뷰 - 네이버
  https://d2.naver.com/news/2657726

The Past, Present, and Future of Automated Machine Learning | SciPy 2018 | Randal Olson https://www.youtube.com/watch?v=QrJlj0VCHys

• Intro to AutoML + Hands-on Lab - Erin LeDell, Machine Learning Scientist, H2O.ai
  https://www.youtube.com/watch?v=42Oo8TOl85I

• 머신 러닝을 마스터하는데 필요한 13가지 프레임워크
  https://blog.naver.com/jkwonl2/221117801521

• 머신러닝과 예측 알고리즘에 '안성맞춤' 데이터 과학 툴 10선
  https://blog.naver.com/kitepc/221326005661

• H2O.ai, 전 세계 대학의 학생 및 교수 대상... AI 가속화 위한 무료 아카데믹 프로그램
  https://blog.naver.com/medosam/221396606780

• Jo-fai Chow - Introduction to Machine Learning with H2O and Python
  https://www.youtube.com/watch?v=yjqmVHA2cFM

• Getting started with H2O on Python
  https://www.youtube.com/watch?v=OYJYl8egLQs

• Scalable Automatic Machine Learning with H2O
  https://www.youtube.com/watch?v=t-76TVYsYeI

• h2o-tutorials
  https://github.com/h2oai/h2o-tutorials

• What's new with H2O Driverless AI?
  https://www.youtube.com/watch?v=FI8qj7xcI8M
  https://www.youtube.com/watch?v=g7drhm_SdbQ