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	AMBS is now deprecated and will be removed in the future use 'CBO' (Centralized Bayesian Optimization) instead!
CBO	Centralized Bayesian Optimisation Search, previously named as "Asynchronous Model-Based Search" (AMBS).
MPIDistributedBO	Distributed Bayesian Optimization Search using MPI to launch parallel search instances.