0 0 0 CatBoost bayesian optimization - smart1004/doc GitHub Wiki

CatBoost learning_rate

**** CatBoost vs. Light GBM vs. XGBoost CatBoost의 튜닝 포인트가 나온다 https://towardsdatascience.com/catboost-vs-light-gbm-vs-xgboost-5f93620723db?fbclid=IwAR0vRePIeNOkPKfP0m-dT1AK8KR9XG2maMZRSVM3k1oXqIPg-oaVGzJcYwk

https://pypi.org/project/hyperparameter-hunter/0.0.1/

• Sequential Model-based Algorithm Configuration
  https://github.com/automl/SMAC3
  http://www.automl.org/smac/

• catboost-vs-light-gbm-vs-xgboost
  https://towardsdatascience.com/catboost-vs-light-gbm-vs-xgboost-5f93620723db?fbclid=IwAR0vRePIeNOkPKfP0m-dT1AK8KR9XG2maMZRSVM3k1oXqIPg-oaVGzJcYwk

• bayesian-optimization-CatBoost
  https://github.com/smart1004/doc/wiki/0-0-0-bayesian-optimization-CatBoost

https://datascience.stackexchange.com/questions/29067/how-to-optimize-xgboost-performance-accuracy/29073

***** CatBoost bayesian-optimization https://www.kaggle.com/clair14/tutorial-bayesian-optimization

***** :심플 샘플 https://www.kaggle.com/clair14/tutorial-bayesian-optimization

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https://www.kaggle.com/btyuhas/bayesian-optimization-with-xgboost

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Bayesian Hyperparameter Optimization and XGBoost | Kaggle https://www.kaggle.com/huntermcgushion/bayesian-hyperparameter-optimization-and-xgboost

https://blog.naver.com/kusung25

Hyperparameter Optimization using bayesian optimization https://medium.com/spikelab/hyperparameter-optimization-using-bayesian-optimization-f1f393dcd36d

• 아래는 직접 만든다면 도움이 될 것 같다. https://brendanhasz.github.io/2019/03/28/hyperparameter-optimization.html

https://github.com/maravenag/bayesian-autoML/blob/master/auto-drill.ipynb https://github.com/maravenag/bayesian-autoML/blob/master/bayesian_h2o.ipynb

https://www.kaggle.com/paso84/xgboost-bayesian-optimization