deephyper.search.hps#
Sub-package for hyperparameter search algorithms.
Warning
All search algorithms are MAXIMIZING the objective function. If you want to MINIMIZE the objective function, you have to return the negative of you objective.
Classes
AMBS is now deprecated and will be removed in the future use 'CBO' (Centralized Bayesian Optimization) instead! |
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Centralized Bayesian Optimisation Search, previously named as "Asynchronous Model-Based Search" (AMBS). |
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Distributed Bayesian Optimization Search using MPI to launch parallel search instances. |