deephyper.hpo.SolutionSelection

deephyper.hpo.SolutionSelection#

class deephyper.hpo.SolutionSelection[source]#

Bases: ABC

Base class for search solution selection strategies.

This abstract base class defines the interface for different strategies to select the best solution from a set of evaluated parameter configurations.

Methods

update

Update the solution based on new job results.
update(jobs: Sequence[HPOJob]) → None[source]#

Update the solution based on new job results.

Parameters:

jobs – Sequence of completed HPO jobs

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