[HyperOpt] 베이지안 최적화 알아보기
모듈 설치 !pip install hyperopt 모듈 가져오기 import hyperopt from hyperopt import hp from hyperopt import STATUS_OK from hyperopt import fmin, tpe, Trials from sklearn.metrics import accuracy_score as accuracy 검색 공간 설정 search_space = { 'max_depth': hp.quniform('max_depth', 3, 15, 1), 'min_child_weight': hp.quniform('min_child_weight', 1, 3, 1), 'learning_rate': hp.uniform('learning_rate', 0.005, 0.2), 'c..
2023. 3. 9.