TY - JOUR
U1 - Zeitschriftenartikel, wissenschaftlich - nicht begutachtet (unreviewed)
A1 - Habelitz, Peter Michael
A1 - Keuper, Janis
T1 - PHS: A Toolbox for Parallel Hyperparameter Search
N2 - We introduce an open source python framework named PHS-Parallel Hyperparameter Search to enable hyperparameter optimization on numerous compute instances of any arbitrary python function. This is achieved with minimal modifications inside the target function. Possible applications appear in expensive to evaluate numerical computations which strongly depend on hyperparameters such as machine learning. Bayesian optimization is chosen as a sample efficient method to propose the next query set of parameters.
Y1 - 2020
AX - 2002.11429
SP - 5
S1 - 5
ER -