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https://arxiv.org/abs/1907.10902?fbclid=IwAR3I44Xha4ULqLpBOVpd5nx4ddLONLqT6M_BnE4SUXJ1ec_wCTWiCDjQAls Optuna: A Next-generation Hyperparameter Optimization Framework The purpose of this study is to introduce new design-criteria for next-generation hyperparameter optimization software. The criteria we propose include (1) define-by-run API that allows users to construct the parameter search space ..